<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "http://dtd.nlm.nih.gov/publishing/2.0/journalpublishing.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="2.0">
    <front>
        <journal-meta>
            <journal-id journal-id-type="publisher-id">ResProt</journal-id>
            <journal-id journal-id-type="nlm-ta">JMIR Res Protoc</journal-id>
            <journal-title>JMIR Research Protocols</journal-title>
            <issn pub-type="epub">1929-0748</issn>
            <publisher>
                <publisher-name>JMIR Publications Inc.</publisher-name>
                <publisher-loc>Toronto, Canada</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="publisher-id">v3i1e2</article-id>
            <article-id pub-id-type="pmid">24389361</article-id>
            <article-id pub-id-type="doi">10.2196/resprot.2776</article-id>
            <article-categories>
                <subj-group subj-group-type="article-type">
                    <subject>Original Paper</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Examining Participant Engagement in an Information Technology-Based Physical Activity and Nutrition Intervention for Men: The Manup Randomized Controlled Trial</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="editor">
                    <name>
                        <surname>Eysenbach</surname>
                        <given-names>Gunther</given-names>
                    </name>
                </contrib>
            </contrib-group>
            <contrib-group>
                <contrib contrib-type="reviewer">
                    <name>
                        <surname>Wyke</surname>
                        <given-names>Sally</given-names>
                    </name>
                </contrib>
                <contrib contrib-type="reviewer">
                    <name>
                        <surname>Wagemakers</surname>
                        <given-names>Annemarie</given-names>
                    </name>
                </contrib>
                <contrib contrib-type="reviewer">
                    <name>
                        <surname>Irwin</surname>
                        <given-names>Brandon</given-names>
                    </name>
                </contrib>
                <contrib contrib-type="reviewer">
                    <name>
                        <surname>Gerrits</surname>
                        <given-names>Robert</given-names>
                    </name>
                </contrib>
            </contrib-group>
            <contrib-group>
                <contrib contrib-type="author" id="contrib1" corresp="yes">
                    <name name-style="western">
                        <surname>Short</surname>
                        <given-names>Camille E</given-names>
                    </name>
                    <degrees>PhD</degrees>
                    <xref ref-type="aff" rid="aff1">1</xref>
                    <address>
                        <institution>Center for Physical Activity Studies</institution>
                        <institution>Institute for Health and Social Science Research</institution>
                        <institution>Central Queensland University</institution>
                        <addr-line>Building 18</addr-line>
                        <addr-line>Bruce Highway</addr-line>
                        <addr-line>Rockhampton, 4702</addr-line>
                        <country>Australia</country>
                        <phone>61 749232689</phone>
                        <fax>61 749306402</fax>
                        <email>c.short@cqu.edu.au</email>
                    </address>
                </contrib>
                <contrib contrib-type="author" id="contrib2">
                    <name name-style="western">
                        <surname>Vandelanotte</surname>
                        <given-names>Corneel</given-names>
                    </name>
                    <degrees>PhD</degrees>
                    <xref ref-type="aff" rid="aff1">1</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib3">
                    <name name-style="western">
                        <surname>Dixon</surname>
                        <given-names>Marcus W</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff1">1</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib4">
                    <name name-style="western">
                        <surname>Rosenkranz</surname>
                        <given-names>Richard</given-names>
                    </name>
                    <degrees>PhD</degrees>
                    <xref ref-type="aff" rid="aff2">2</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib5">
                    <name name-style="western">
                        <surname>Caperchione</surname>
                        <given-names>Cristina</given-names>
                    </name>
                    <degrees>PhD</degrees>
                    <xref ref-type="aff" rid="aff3">3</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib6">
                    <name name-style="western">
                        <surname>Hooker</surname>
                        <given-names>Cindy</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff1">1</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib7">
                    <name name-style="western">
                        <surname>Karunanithi</surname>
                        <given-names>Mohan</given-names>
                    </name>
                    <degrees>PhD</degrees>
                    <xref ref-type="aff" rid="aff4">4</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib8">
                    <name name-style="western">
                        <surname>Kolt</surname>
                        <given-names>Gregory S</given-names>
                    </name>
                    <degrees>PhD</degrees>
                    <xref ref-type="aff" rid="aff5">5</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib9">
                    <name name-style="western">
                        <surname>Maeder</surname>
                        <given-names>Anthony</given-names>
                    </name>
                    <degrees>PhD</degrees>
                    <xref ref-type="aff" rid="aff6">6</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib10">
                    <name name-style="western">
                        <surname>Ding</surname>
                        <given-names>Hang</given-names>
                    </name>
                    <degrees>PhD</degrees>
                    <xref ref-type="aff" rid="aff4">4</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib11">
                    <name name-style="western">
                        <surname>Taylor</surname>
                        <given-names>Pennie</given-names>
                    </name>
                    <degrees>MSCI</degrees>
                    <xref ref-type="aff" rid="aff7">7</xref>
                </contrib>
                <contrib contrib-type="author" id="contrib12">
                    <name name-style="western">
                        <surname>Duncan</surname>
                        <given-names>Mitch J</given-names>
                    </name>
                    <degrees>PhD</degrees>
                    <xref ref-type="aff" rid="aff1">1</xref>
                </contrib>
            </contrib-group>
            <aff id="aff1" rid="aff1">
                <sup>1</sup>
                <institution>Center for Physical Activity Studies</institution>
                <institution>Institute for Health and Social Science Research</institution>
                <institution>Central Queensland University</institution>
                <addr-line>Rockhampton</addr-line>
                <country>Australia</country>
            </aff>
            <aff id="aff2" rid="aff2">
                <sup>2</sup>
                <institution>Kansas State University</institution>
                <institution>Department of Human Nutrition</institution>
                <institution>Kansas State University</institution>
                <addr-line>Manhattan, KS</addr-line>
                <country>United States</country>
            </aff>
            <aff id="aff3" rid="aff3">
                <sup>3</sup>
                <institution>University of British Columbia</institution>
                <institution>Faculty of Health and Social Development</institution>
                <institution>University of British Columbia</institution>
                <addr-line>Kelowna, BC</addr-line>
                <country>Canada</country>
            </aff>
            <aff id="aff4" rid="aff4">
                <sup>4</sup>
                <institution>The Australian eHealth Research Center</institution>
                <institution>ICT Center</institution>
                <institution>CSIRO</institution>
                <addr-line>Herston</addr-line>
                <country>Australia</country>
            </aff>
            <aff id="aff5" rid="aff5">
                <sup>5</sup>
                <institution>University of Western Sydney</institution>
                <institution>School of Science and Health</institution>
                <addr-line>Sydney</addr-line>
                <country>Australia</country>
            </aff>
            <aff id="aff6" rid="aff6">
                <sup>6</sup>
                <institution>University of Western Sydney</institution>
                <institution>School of Computing, Engineering, and Mathematics</institution>
                <addr-line>Sydney</addr-line>
                <country>Australia</country>
            </aff>
            <aff id="aff7" rid="aff7">
                <sup>7</sup>
                <institution>Food and Nutritional Sciences</institution>
                <institution>CSIRO</institution>
                <addr-line>Adelaide</addr-line>
                <country>Australia</country>
            </aff>
            <author-notes>
                <corresp>Corresponding Author: Camille E Short <email>c.short@cqu.edu.au</email>
                </corresp>
            </author-notes>
            <pub-date pub-type="collection">
                <season>Jan-Mar</season>
                <year>2014</year>
            </pub-date>
            <pub-date pub-type="epub">
                <day>03</day>
                <month>01</month>
                <year>2014</year>
            </pub-date>
            <volume>3</volume>
            <issue>1</issue>
            <elocation-id>e2</elocation-id>
            <!--history from ojs - api-xml-->
            <history>
                <date date-type="received">
                    <day>18</day>
                    <month>06</month>
                    <year>2013</year>
                </date>
                <date date-type="rev-request">
                    <day>12</day>
                    <month>07</month>
                    <year>2013</year>
                </date>
                <date date-type="rev-recd">
                    <day>08</day>
                    <month>09</month>
                    <year>2013</year>
                </date>
                <date date-type="accepted">
                    <day>03</day>
                    <month>11</month>
                    <year>2013</year>
                </date>
            </history>
            <!--(c) the authors - correct author names and publication date here if necessary. Date in form ', dd.mm.yyyy' after jmir.org-->
            <copyright-statement>&#169;Camille E Short, Corneel Vandelanotte, Marcus W Dixon, Richard Rosenkranz, Cristina Caperchione, Cindy Hooker, Mohan Karunanithi, Gregory S Kolt, Anthony Maeder, Hang Ding, Pennie Taylor, Mitch J Duncan. Originally published in JMIR Research Protocols (http://www.researchprotocols.org), 03.01.2014. </copyright-statement>
            <copyright-year>2013</copyright-year>
            <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/2.0/">
                <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on http://www.researchprotocols.org, as well as this copyright and license information must be included.</p>
            </license>
            <self-uri xlink:href="http://www.researchprotocols.org/2014/1/e2/" xlink:type="simple" />
            <abstract>
                <sec sec-type="background">
                    <title>Background</title>
                    <p>Males experience a shorter life expectancy and higher rates of chronic diseases compared to their female counterparts. To improve health outcomes among males, interventions specifically developed for males that target their health behaviors are needed. Information technology (IT)-based interventions may be a promising intervention approach in this population group, however, little is known about how to maximize engagement and retention in Web-based programs.</p>
                </sec>
                <sec sec-type="objective">
                    <title>Objective</title>
                    <p>The current study sought to explore attributes hypothesized to influence user engagement among a subsample of participants from the ManUp study, a randomized controlled trial testing the efficacy of an interactive Web-based intervention for promoting physical activity and nutrition among middle-aged males.</p>
                </sec>
                <sec sec-type="methods">
                    <title>Methods</title>
                    <p>Semistructured interviews were conducted and audiotaped with 20 of the ManUp participants. Interview questions were based on a conceptual model of engagement and centered on why participants took part in the study, what they liked and did not like about the intervention they received, and how they think the intervention could be improved. Interview recordings were transcribed and coded into themes.</p>
                </sec>
                <sec sec-type="results">
                    <title>Results</title>
                    <p>There were five themes that were identified in the study. These themes were: (1) users&#8217; motives, (2) users&#8217; desired outcomes, (3) users&#8217; positive experiences, (4) users&#8217; negative emotions, and (5) attributes desired by user.</p>
                </sec>
                <sec sec-type="conclusions">
                    <title>Conclusions</title>
                    <p>There is little research in the field that has explored user experiences in human-computer interactions and how such experiences may relate to engagement, especially among males. Although not conclusive, the current study provides some insight into what personal attributes of middle-aged males (such as their key motives and goals for participating) and attributes of the intervention materials (such as usability, control, and interactivity) may impact on user engagement in this group. These findings will be helpful for informing the design and implementation of future health behavior interventions for males.</p>
                </sec>
                <sec sec-type="trial registration">
                    <title>Trial Registration</title>
                    <p>Australian New Zealand Clinical Trials Registry: ACTRN12611000081910; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?ACTRN=12611000081910 (Archived by WebCite at http://www.webcitation.org/6M4lBlvCA).</p>
                </sec>
            </abstract>
            <kwd-group>
                <kwd>qualitative</kwd>
                <kwd>intervention</kwd>
                <kwd>physical activity</kwd>
                <kwd>retention</kwd>
                <kwd>technology</kwd>
                <kwd>website</kwd>
                <kwd>engagement</kwd>
            </kwd-group>
        </article-meta>
    </front>
    <body>
        <sec sec-type="introduction">
            <title>Introduction</title>
            <sec>
                <title>Engaging Men in Healthy Lifestyles</title>
                <p>Despite strong evidence that physical inactivity and poor nutrition are associated with an increased risk of chronic diseases and mortality [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref2">2</xref>], the majority of the adult population in western societies continues to live an unhealthy lifestyle [<xref ref-type="bibr" rid="ref3">3</xref>-<xref ref-type="bibr" rid="ref7">7</xref>]. Interventions that promote healthy lifestyles at a population level are needed to address this public health issue [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref8">8</xref>]. Of particular concern is how to engage males in such interventions. Compared to their female counterparts, males are less likely to engage in lifestyle modification programs, utilize health services, and participate in intervention research [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref10">10</xref>]. This may be a contributing factor to the shorter life expectancy and higher age-specific rates of chronic diseases, such as heart disease, Type 2 diabetes, obesity, and mental health issues experienced by males compared to females [<xref ref-type="bibr" rid="ref11">11</xref>-<xref ref-type="bibr" rid="ref13">13</xref>]. To effectively reach males and have them engage in health promotion initiatives, interventions that appeal to males and meet their specific needs are required.</p>
                <p>There is a clear gap in the research literature addressing the physical activity and nutritional behaviors of males. Little male-specific research has been undertaken, and best practice approaches have not been identified [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref14">14</xref>,<xref ref-type="bibr" rid="ref15">15</xref>]. Overall, males receive less educational advice than women from health professionals about modifiable lifestyle behaviors associated with disease risk [<xref ref-type="bibr" rid="ref16">16</xref>], and there are a lack of resources available that are targeted specially at males [<xref ref-type="bibr" rid="ref17">17</xref>,<xref ref-type="bibr" rid="ref18">18</xref>]. There is strong evidence that behavior change interventions that address characteristics and behavior change determinants unique to particular subgroups are more effective than generic &#8220;one-size-fits all&#8221; approaches [<xref ref-type="bibr" rid="ref19">19</xref>]. Given the difference in social norms regarding masculine and feminine gender roles and the influence of these norms on behavior [<xref ref-type="bibr" rid="ref16">16</xref>], the development of resources targeted specially at men is required.</p>
            </sec>
            <sec>
                <title>Purpose of the ManUp Study</title>
                <p>The purpose of the ManUp study [<xref ref-type="bibr" rid="ref20">20</xref>] was to address this issue by developing and testing innovative physical activity and nutrition modification strategies that would be appealing and effective for middle-aged males. As part of this study, comprehensive reviews of the literature were undertaken to identify strategies that have worked in previous interventions targeting males [<xref ref-type="bibr" rid="ref21">21</xref>,<xref ref-type="bibr" rid="ref22">22</xref>]. Original research exploring male&#8217;s intervention preferences [<xref ref-type="bibr" rid="ref23">23</xref>] and factors influencing physical activity and nutrition behavior among males were also conducted [<xref ref-type="bibr" rid="ref24">24</xref>]. From this, Web- and mobile phone-based interventions that include the delivery of quantitative information and feedback and encourage goal setting and self-monitoring were identified as a promising intervention approach for targeting and engaging males. This was due to Web-based interventions with these features successfully improving physical activity and nutrition behaviors in previous studies [<xref ref-type="bibr" rid="ref21">21</xref>,<xref ref-type="bibr" rid="ref22">22</xref>], and the potential for Web-based interventions to be accessed by large numbers of individuals without time of day or geographic restrictions, which was considered necessary for overcoming key barriers to participating in healthy lifestyle behaviors reported by males (such as work and family commitments) [<xref ref-type="bibr" rid="ref24">24</xref>]. On this basis, a Web-based social cognitive [<xref ref-type="bibr" rid="ref25">25</xref>,<xref ref-type="bibr" rid="ref26">26</xref>] and self-regulation theory-based [<xref ref-type="bibr" rid="ref27">27</xref>] intervention, designed to increase knowledge and self-efficacy via information provision, goal setting, and self-monitoring, was developed and evaluated in a two-arm randomized controlled trial [<xref ref-type="bibr" rid="ref20">20</xref>].</p>
            </sec>
            <sec>
                <title>Issues With Participant Engagement and Retention</title>
                <p>Despite the comprehensive and systematic approach to intervention development, issues with engagement and retention of participants were experienced. Few participants logged on to the website regularly (median number of log-ins over the 9 month intervention period was 2 per participant) (interquartile range-IQR=6), and engagement in key behavior change components was low overall (median number of self-monitoring entries was 1 per participant) (IQR=20); median number of challenges initiated was 1 per participant (IQR=3). The dropout was high across both intervention groups, but was significantly higher in the Web-based intervention arm (52/96, 54%, had dropped out at the 9 month follow-up) compared to the print-based positive intervention control arm (96/205, 46.8%, had dropped out at the 9 month follow-up). This is in line with findings from other Web-based-delivered health behavior intervention studies [<xref ref-type="bibr" rid="ref14">14</xref>,<xref ref-type="bibr" rid="ref28">28</xref>]. If such interventions are to be effective public health tools, a greater research focus on user engagement is needed [<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref29">29</xref>]. This should include research examining the underlying theoretical mechanisms of engagement.</p>
                <p>Prior research examining user experiences in human-computer interactions suggests that engagement consists of four distinct stages: (1) the point of engagement, (2) a period of sustained engagement, (3) disengagement, and (4) (possibly) reengagement [<xref ref-type="bibr" rid="ref30">30</xref>]. According to O&#8217;Brien and Toms&#8217; [<xref ref-type="bibr" rid="ref30">30</xref>] conceptual framework of engagment with technology, the <italic>point of engagement</italic> is initiated by the aesthetic appeal and/or novel presentation of the interface, the users' motivations and interests, the users' ability and desire to be situated in the interaction, and to perceive that there is sufficient time to use the application. At this phase, users typically have a goal in mind for what they would like to gain from the interaction. Engagement is sustained when users are able to maintain their attention and interest in the application and is characterized by positive emotions. Attention and interest are perpetuated by the interactivity of the computer environment (physical, social, and cognitive), the usability of the interface, and how well these features match the users' attention, motivation, interest, and need for aesthetic and sensory appeal, novelty, control, and challenge. Users must be made to feel a part of the interaction through an awareness of what the system is doing (via feedback), by feeling connected to the technology (via interactivity) or to other people, and by feeling in control over what is happening. <italic>Disengagement</italic> can occur for many reasons, such as the usability of the technology (ie, challenge and interactivity) and distractions in the user&#8217;s environment. This stage, depending on the outcome, will result in either positive (user&#8217;s needs and motivations are satisfied and they feel successful) or negative emotions (user feels frustration, overwhelmed by challenges or information, loss of interest or motivation). Users may cycle through the stages of engagement several times during a single session or over several sessions, thus demonstratating reingagement. Reingagement shares the same attributes as the point of engagement [<xref ref-type="bibr" rid="ref30">30</xref>].</p>
                <p>The aim of the current study was to explore participant engagement in the ManUp intervention using this framework and to generate directions for future research in the field. The behavioral outcomes of the ManUp randomized trial, relating to changes in diet and physical activity behavior, are forthcoming and will be published in a separate manuscript.</p>
            </sec>
        </sec>
        <sec sec-type="methods">
            <title>Methods</title>
            <sec>
                <title>The ManUp Trial</title>
                <p>A detailed description of the ManUp randomized controlled trials (RCT) protocol and study sample has been published previously [<xref ref-type="bibr" rid="ref20">20</xref>]. Briefly, 317 middle-aged men (35-54 years old) recruited from two areas in Central Queensland, Australia were randomly allocated to one of two intervention arms: (1) an Information Technology (IT)-based intervention arm (Web- and mobile phone-based), or (2) a print-based positive-intervention control arm. A print-based intervention was selected as the positive control due to evidence that print-based interventions can be effective among adults, and because they are low-cost and wide-reaching and therefore may be of equal public health potential to IT-based approaches [<xref ref-type="bibr" rid="ref31">31</xref>,<xref ref-type="bibr" rid="ref32">32</xref>]. A positive intervention control was employed rather than a standard or true control (eg, wait list), as this approach has been recommended in order to more readily inform public health policy and practice [<xref ref-type="bibr" rid="ref32">32</xref>,<xref ref-type="bibr" rid="ref33">33</xref>]. Allocation was conducted on a 2:1 ratio in favor of the IT-based intervention. This was to control for attrition and ensure adequate power [<xref ref-type="bibr" rid="ref20">20</xref>]. An overview of the interventions is provided below and a screenshot of the ManUp intervention can be found in <xref ref-type="fig" rid="figure1">Figure 1</xref>. This study was registered retrospectively (ACTRN12611000081910).</p>
                <p>Both interventions comprised three main components: (1) educational materials that were designed to enhance health literacy by clearly communicating the health benefits associated with physical activity and a healthy diet, show the risks associated with inactivity and an unhealthy diet, and show the amount or type of physical activity and nutrition behaviors required to achieve health benefit; (2) ManUp physical activity, nutrition personal, and group &#8220;challenges&#8221; constructed to provide participants with specific, measureable, and time-based goals and to encourage self-monitoring behaviors, and; (3) self-monitoring resources, providing participants with the ability to record progress and keep themselves informed of progress towards completing these challenges.</p>
                <p>Participants in the print-delivered intervention arm received these components via a hard copy booklet that contained a series of log sheets that could be used to monitor their progress and/or successful completion of any of the ManUp physical activity or nutrition challenges. Participants in the IT-delivered intervention arm were given access to a password protected website containing these components across six separate sections which participants could navigate (ie, My Profile, My Progress, My Mates, My Groups, My Weight, and Information Center). The website contained additional components that reflected the ability of the IT-based intervention to deliver automated feedback on challenge progress. Participants were also able to record and receive feedback on their body weight (kg), Body Mass Index (BMI) (kg/m2), and waist circumference (cm), as well as view summaries of all data recorded, schedule activities, search for &#8220;mates,&#8221; write on &#8220;mates&#8221; profile pages, and take part in group challenges. Additionally, participants with Internet access on their mobile phones were given access to a mobile phone application, facilitating self-monitoring behaviors by allowing them to quickly and conveniently start a new ManUp physical activity or healthy eating challenge, record progress, and view progress towards completing challenges.</p>
                <fig id="figure1" position="float">
                    <label>Figure 1</label>
                    <caption>
                        <p>Screenshot of ManUP intervention website (participant profile).</p>
                    </caption>
                    <graphic xlink:href="resprot_v3i1e2_fig1.jpg" alt-version="no" mimetype="image" position="float" xlink:type="simple" />
                </fig>
            </sec>
            <sec>
                <title>Recruitment</title>
                <p>Before approaching ManUp participants an estimate of the required sample size to reach saturation was conducted [<xref ref-type="bibr" rid="ref34">34</xref>]. As the study was relatively narrow in scope and based on participants&#8217; direct experiences, we expected that the sample size needed to reach saturation would be small and aimed to recruit 30 ManUp participants (15 from each intervention arm) [<xref ref-type="bibr" rid="ref34">34</xref>-<xref ref-type="bibr" rid="ref36">36</xref>]. ManUp participants were contacted by telephone (in alphabetical order) and invited to take part in the study. Up to three call attempts were made to participants before labeling them as a nonresponder. It was intended that calls would continue to be made until 30 interviews had been conducted. However, after contacting 60 ManUp participants, with 20 participants consenting (a response rate of 33%), a decision was made to delay inviting additional men to participate until a judgment about theoretical saturation could be made on the already recruited sample. Theoretical saturation arises when no new data occurs after continuing sampling and analyzing data [<xref ref-type="bibr" rid="ref36">36</xref>]. After conducting interviews with this sample, it was agreed that further interviews were unlikely to result in new information, and as such, no further attempts to recruit participants were made.</p>
            </sec>
            <sec>
                <title>Procedure</title>
                <p>Semistructured telephone interviews were conducted and audiotaped by research assistants working on the ManUp project. During each interview, written notes were taken in as much detail as possible to aid in the interpretation of the recordings. Each interview ran for approximately 10 minutes. Telephone interviews were chosen over other interview methods due to the geographical dispersion of participants and evidence that this method can provide rich data [<xref ref-type="bibr" rid="ref37">37</xref>].</p>
                <p>Prior to conducting interviews with participants, training interviews were conducted on a convenience sample (n=5) to provide the interviewers with an opportunity to practice interview skills and refine the interview materials if necessary. Feedback was provided to the interviewers by the lead investigator (MJD) and necessary changes were made to the interview protocol prior to data collection.</p>
            </sec>
            <sec>
                <title>Discussion Guide</title>
                <p>Interview questions were designed to explore attributes associated with participant engagement and disengagement in the intervention materials. The development of the open-ended questions was guided by O&#8217;Brien and Toms&#8217; [<xref ref-type="bibr" rid="ref30">30</xref>] conceptual model of engagement and centered on why participants took part in the study, what they liked and did not like about the intervention they received, and how they think the intervention could be improved. Leading questions about specific intervention attributes were avoided, and, instead, questions were designed to allow participants to voice their own views, values, and experiences. Participants were prompted to expand on their answers and give as many details as possible using standard prompting techniques (eg, requesting more information, paraphrasing, and using affirmative noises). The interview questions in the context of the conceptual model are presented in <xref ref-type="table" rid="table1">Table 1</xref>.</p>
                <table-wrap position="float" id="table1">
                    <label>Table 1</label>
                    <caption>
                        <p>Hypothesized attributes influencing engagement and related interview questions.</p>
                    </caption>
                    <table width="616" border="1" cellpadding="7" cellspacing="0" frame="void" rules="groups">
                        <col width="191" />
                        <col width="191" />
                        <col width="192" />
                        <thead>
                            <tr valign="top">
                                <td>Phase</td>
                                <td>Hypothesised attributes influencing engagement</td>
                                <td>Interview questions</td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr valign="top">
                                <td>Point of engagement</td>
                                <td>Aesthetic appeal</td>
                                <td>What was the reason you participated in the study?</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Novel presentation</td>
                                <td>What did you expect to get out of the program?</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Users&#8217; motivations</td>
                                <td>What did you like about the program?</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Users&#8217; desired outcome/goal for interacting with the application</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Users&#8217; ability</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Users&#8217; perception that there is sufficient time to use the application</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>Engagement</td>
                                <td>Usability of the interface</td>
                                <td>Did the program meet your expectations?</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Feeling of connectedness to the technology (influenced by physical, social and cognitive interactivity)</td>
                                <td>What did you like about the program?</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Feeling of control</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Positive/negative emotions associated with how well the application features match the users&#8217; motivation/goal, and need for sensory appeal, novelty and challenge</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>Disengagement</td>
                                <td>Usability<break />
                                </td>
                                <td>What didn&#8217;t you like about the program?</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Distractions in the user&#8217;s environment</td>
                                <td>What would you suggest to improve the materials?</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Positive emotions (user&#8217;s needs are satisfied)</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Negative emotions (frustration, overwhelmed by challenges or information, boredom, loss of motivation or interest).</td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec>
                <title>Data Analysis</title>
                <p>Data collection was conducted from April 2012 to June 2012. Data extraction was conducted between January and February 2013. Interview recordings were transcribed verbatim by a research assistant and analyzed thematically using a theory-driven code [<xref ref-type="bibr" rid="ref38">38</xref>] into a tabular format (based on O&#8217;Brien and Toms&#8217; [<xref ref-type="bibr" rid="ref30">30</xref>] preexisiting description of attributes influencing engagement; see <xref ref-type="table" rid="table1">Table 1</xref>). During the coding process frequencies of each issue raised were noted. Data were analysed in this way to enable the investigators to identify patterns and facilitate discovery of the most prevalent themes. However, in accordance with qualitative research methodology, where the focus is on richness and not representativeness, frequencies are not reported in the text [<xref ref-type="bibr" rid="ref35">35</xref>,<xref ref-type="bibr" rid="ref36">36</xref>]. There were two researchers (CS, MWD) that conducted the coding process independently to ensure the trustworthiness of the themes. Results of the independent analyses were compared and discussed until agreement was reached.</p>
            </sec>
        </sec>
        <sec sec-type="results">
            <title>Results</title>
            <sec>
                <title>Participants</title>
                <p>Twenty out of the 60 individuals contacted took part in the study. A summary of participant characteristics is presented in <xref ref-type="table" rid="table2">Table 2</xref> (data obtained using Web-based surveys as part of baseline assessment in the ManUp study) [<xref ref-type="bibr" rid="ref20">20</xref>]. Overall, the majority of participants were professional or white collar workers, with moderate health literacy for physical activity and nutrition topics, were classified as overweight or obese (based on BMI), and were partaking in some physical activity, but not at a level sufficient to meet the national guidelines (ie, 150 minutes/week of moderate-vigorous physical activity spread across at least five days) [<xref ref-type="bibr" rid="ref39">39</xref>]. There were no significant differences between ManUp participants who participated in the RCT and those who participated in the current study in terms of age, income, health literacy, physical activity, and diet behavior (<italic>P</italic>&#62;.05). However, a higher proportion of interviewed participants were employed in professional and white collar occupations than those who were not interviewed (<italic>P</italic>=.03), and of those that received the IT-based intervention, interview participants of the current study had higher median log-in rates as compared to those who did not participate (<italic>P</italic>=.01).</p>
                <p>Themes from the theory-driven analysis are summarized here. Representative quotes relating to each theme are provided in <xref ref-type="table" rid="table3">Tables 3</xref> and <xref ref-type="table" rid="table4">4</xref>.</p>
                <table-wrap position="float" id="table2">
                    <label>Table 2</label>
                    <caption>
                        <p>Participant characteristics.</p>
                    </caption>
                    <table width="460" border="1" cellpadding="7" cellspacing="0" frame="void" rules="groups">
                        <col width="75" />
                        <col width="130" />
                        <col width="99" />
                        <col width="99" />
                        <thead>
                            <tr valign="top">
                                <td colspan="2">
                                    <break />
                                </td>
                                <td>Print (N=7)</td>
                                <td>IT-based (N=13)</td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Demographics</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Age (years; x, SD)</td>
                                <td>43.42 (6.02)</td>
                                <td>42.08 (4.25)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>University education (N)</td>
                                <td>6</td>
                                <td>4</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Employment type (N)</bold>
                                </td>
                                <td colspan="2">
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Professional</td>
                                <td>4</td>
                                <td>9</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>White collar</td>
                                <td>2</td>
                                <td>4</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Blue collar</td>
                                <td>1</td>
                                <td>0</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">BMI</td>
                                <td>27.69 (2.81)</td>
                                <td>31.33 (7.56)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Knowledge</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Nutrition literacy scale (x, SD)</td>
                                <td>25.85 (1.46)</td>
                                <td>25.58 (1.67)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Physical activity literacy scale (x, SD)</td>
                                <td>2.57 (1.81)</td>
                                <td>3.66 (1.30)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Behavior</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Meeting the physical activity guideline (N)</td>
                                <td>3</td>
                                <td>7</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Moderate/vigorous physical activity (mins/wk; x, SD)</td>
                                <td>42.86<break />(57.07)</td>
                                <td>123.33<break />(278.25)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Serves of vegetables/day (x, SD)</td>
                                <td>3 (1.91)</td>
                                <td>2 (1.34)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Serves of fruit/day (x, SD)</td>
                                <td>2.71 (2.62)</td>
                                <td>2.41 (2.27)</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Frequency of eating red meat last week (x, SD)</td>
                                <td>6 (0.81)</td>
                                <td>5.41 (1.62)</td>
                            </tr>
                            <tr valign="top">
                                <td colspan="2">
                                    <bold>Usage data</bold>
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Median log-ins (1-36 weeks) and interquartile range</td>
                                <td>N/A</td>
                                <td>13.5 (interquartile range=26)</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec>
                <title>Users&#8217; Motivations</title>
                <p>The most common motivating factors among participants were weight loss and gaining the necessary tools and incentives to self-manage one&#8217;s health. In particular, participants expressed a desire to &#8220;gauge&#8221; their health and fitness levels and to be provided with feedback and advice on how to control their weight and maintain healthy lifestyle habits. For a few participants, participation was driven by external factors, such as pressure to participate from their partner.</p>
            </sec>
            <sec>
                <title>Users&#8217; Desired Outcomes</title>
                <p>Overall, the outcomes people anticipated from engaging in the program largely reflected their motives for participating. Most were expecting to receive guidance and counseling from the project team to help them enhance their diet and participation in physical activity. For some, this guidance and advice were expected to be specific, such as a prescriptive diet plan to follow or support for their particular sport and activities. For others, the type of advice and support expected were described more generally, such as &#8220;tips and suggestions&#8221; to live a healthier life. Strategies to help participants stay disciplined and to take action were also expected, such as the provision of materials to record diet and physical activity behaviors. A few participants also expressed that they expected to improve their lifestyle behaviors and/or weight status as a result of participating in the study.</p>
            </sec>
            <sec>
                <title>Users&#8217; Positive Emotions</title>
                <p>Participants from both intervention groups liked that the information they were provided with was easy to read, use, and had an appropriate tone (ie, not derogatory). Participants from both groups liked that the materials could be used as a benchmark and reference tool when thinking about their own health. Participants who received the IT-based intervention liked the ability to record and view a visual summary of their progress.</p>
            </sec>
            <sec>
                <title>Users&#8217; Negative Emotions</title>
                <p>Some participants who received the printed information found that the booklet was too long and that some of the text was long-winded. Furthermore, there were a few participants who expressed disappointment with the level of interaction and feedback provided and felt they would have done better with the &#8220;Web-based stuff.&#8221; Among those who received the IT-based intervention, some participants expressed that they would have liked functional aspects of the website to be improved, such as the ability to enter and keep track of different types of activities, the ability to enlarge text, and the progress calendar. Furthermore, a few participants raised sustaining self-monitoring as an issue, especially when personal physical activity routines did not change (ie, self-monitoring via the website was considered less useful) or when in out-of-service areas (ie, when self-monitoring could not be done immediately and conveniently due to a lack of Internet connection). A few participants also expressed disappointment with the intervention content, with some participants reporting that the physical activity and nutrition content was not prescriptive enough, and others reporting that they would have liked to have received more personalized information and feedback about how their changes in health behavior were likely to impact on their health.</p>
            </sec>
            <sec>
                <title>Attributes Desired by Users</title>
                <p>Suggestions on how to improve the print-based intervention included providing more tips and helpful hints that are based on the experiences of their peers, and transferring the intervention onto a Web or mobile phone platform to make it more interesting and accessible. Suggestions on how to improve the IT-based intervention were more varied and included both suggestions on how to improve the website usability and for improving intervention content. Specific functional components requested by participants included a facility to report IT-based issues, reminder emails offering direct links to participant profiles (without logging in), the capacity to use the mobile app when there is no Internet connection, and to sync the data with the website at a later date. Suggestions on how to improve intervention content included providing links to nutrition and physical activity information on a separate page of the website, allowing participants to set their own challenge metrics, providing more detailed and iterative feedback, and providing access to other useful tools, such as a calorie conversion calculator. Some of these suggestions, namely a facility to report IT-based issues and links providing further lifestyle information, were actually included on the website.</p>
                <table-wrap position="float" id="table3">
                    <label>Table 3</label>
                    <caption>
                        <p>Representative quotes from participants relating to each theme.</p>
                    </caption>
                    <table width="625" border="0" cellpadding="7" cellspacing="0" rules="groups" frame="hsides">
                        <col width="199" />
                        <col width="398" />
                        <thead>
                            <tr valign="top">
                                <td>Theme</td>
                                <td>All participants</td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr valign="top">
                                <td>Users&#8217; motivations</td>
                                <td>I was looking to lose a bit of weight</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>I was hoping you could give me some sort of insight into how to control my weight</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>My wife told me I had to</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Just to gauge my fitness</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>To keep track that I&#8217;m doing the right thing and a bit more of an incentive</td>
                            </tr>
                            <tr valign="top">
                                <td>Users&#8217; desired outcomes</td>
                                <td>To gain a bit more knowledge on my body and how I can better manage my health</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Guidance to make sure that I was doing the right thing as far as exercising a bit more and eating properly</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>To record what I was doing and then talk to your consultant and actually see ways of improving either fitness or health</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>A solution to weight loss</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Documenting what I was doing/motivation to continue</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap position="float" id="table4">
                    <label>Table 4</label>
                    <caption>
                        <p>Representative quotes from participants relating to each theme.</p>
                    </caption>
                    <table width="638" border="0" cellpadding="7" cellspacing="0" rules="groups" frame="hsides">
                        <col width="120" />
                        <col width="240" />
                        <col width="240" />
                        <thead>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Print</td>
                                <td>IT-based (Web + mobile)</td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr valign="top">
                                <td>Users&#8217; positive emotions</td>
                                <td>I didn&#8217;t know too much about what I was doing each day so that helped me out</td>
                                <td>The program made me focus more on my physical activity and diet after actually seeing the data</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>I went in with an open mind and it was pretty much what I thought it would be</td>
                                <td>Overall I think it&#8217;s great</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>It was easy to read</td>
                                <td>I got a little bit out of it. It actually encouraged me to start walking a lot more. In my particular job I'm out of town a lot so there are not a lot of regular exercise programs I can actually sign up for. Whereas, I ended up buying myself a pedometer and I have been walking</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Gives you a good benchmark on how to lose weight</td>
                                <td>It was easy to read</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>I used print material as a reference tool<break />
                                    <break />
                                </td>
                                <td>I really liked seeing the visual record of my progress</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>They were well written and It wasn&#8217;t too derogatory or you didn&#8217;t feel like you were being taught a kindergarten lesson but by the same token, it was quite readable and achievable for anybody with limited literacy skills</td>
                                <td>I like the idea of being able to use the calendar to record progress</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>It was all pretty good relevant information</td>
                                <td>I&#8217;m not high tech minded but I could still use it</td>
                            </tr>
                            <tr valign="top">
                                <td>Users&#8217; negative emotions</td>
                                <td>I was expecting more feedback and interaction</td>
                                <td>I wanted to be told what the outcome would be if I did specific amounts of activity</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>I think I would have done better with the Web-based stuff, more motivation that way</td>
                                <td>I wanted to count cross training exercise but didn&#8217;t think that it was really designed for this</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>I was never going to be able to fill the whole book in and I suppose you&#8217;ve written the book with that in mind, so I suppose the expectation might have been a little bit high for me to fill something in every week</td>
                                <td>I didn&#8217;t like that you couldn&#8217;t enlarge the calendar</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>They were a little bit long winded</td>
                                <td>It wasn&#8217;t prescriptive enough</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>It didn&#8217;t give me the outcome I was looking for</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>I think I may have let the system down by not following through as much as I should. Initially I was recording my activity weekly but it was a routine that didn&#8217;t change much so I sort of fell off on the updating sort of sense</td>
                            </tr>
                            <tr valign="top">
                                <td>Attributes desired by users</td>
                                <td>Tips, helpful hints</td>
                                <td>I would have liked reminder emails with link to direct entry without log-in</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>Encouragement, people to give you ideas</td>
                                <td>Capacity to enter data when no reception is available and then sync when phone has reception</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>I think one method to address some of my habitual failings, is if it was on either a mobile phone app or an Internet version. Cause I&#8217;m more of a technology orientated person than I am paper orientated. I probably would have addressed and achieved more of the challenges purely because, you know, if it&#8217;s on the phone or on my computer it&#8217;s more ah, it&#8217;s more interesting and more accessible for me</td>
                                <td>Post challenge-report that detailed progress over time period of the entire challenge</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>I would have liked to have been able to measure total physical activity across different types of activity</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>I&#8217;d have liked a calorie conversion option on my progress chart</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>I would have liked to have been able to set my own challenge metrics and timeframes</td>
                            </tr>
                            <tr valign="top">
                                <td>
                                    <break />
                                </td>
                                <td>
                                    <break />
                                </td>
                                <td>I&#8217;d like to be able to pause my challenge or reset for when I am sick or away</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
        </sec>
        <sec sec-type="discussion">
            <title>Discussion</title>
            <sec>
                <title>Aim of the Study</title>
                <p>Poor user engagement in Web-based health behavior interventions is consistently reported in the literature [<xref ref-type="bibr" rid="ref14">14</xref>,<xref ref-type="bibr" rid="ref28">28</xref>]. Despite this, very little research in the field has explored user experiences in human-computer interactions and how such experiences may relate to engagement, especially among males who are in general harder to engage than women in behavior change interventions [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref10">10</xref>]. The aim of the current study was to explore participant engagement in the ManUp intervention using a conceptual framework [<xref ref-type="bibr" rid="ref30">30</xref>] and to inform future research in the field. Although not conclusive, the current study provides some insight into what personal attributes of middle-aged males (such as their key motives and goals for participating) and attributes of the intervention materials (such as usability, control, and interactivity) may impact on user engagement in this group. When considered in the context of previous research, these findings will be helpful for informing the design and implementation of future health behavior interventions for males and assist researchers and practitioners to engage males in health behaviors.</p>
            </sec>
            <sec>
                <title>Comparison to Previous Research</title>
                <p>The desirable intervention components reported in this study are similar to those reported in previous (atheoretical) qualitative studies exploring participant&#8217;s experiences with Web-based interventions [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref41">41</xref>]. Participants in Morgan et al&#8217;s [<xref ref-type="bibr" rid="ref40">40</xref>] Australian self-help, exercise, diet, and information technology (SHED-IT) intervention, an Internet-based weight loss program designed specifically for men [<xref ref-type="bibr" rid="ref41">41</xref>], found the use of a calorie converter website that provided instant and visual feedback an invaluable part of the program, especially for education about foods and for self-monitoring. Participants also reported that email feedback was helpful, but felt they would have benefited more if the information provided was more specific to them personally. SHED-IT participants were not interested in the forum facility of the website, which was designed to provide them with an opportunity to engage in discussions with other men about weight loss. Participants in Ferney and Marshall&#8217;s [<xref ref-type="bibr" rid="ref42">42</xref>] study (including both males and females) reported that the overall usability of the website was extremely important to them and that engagement in the website would be better sustained if there were more interactive features such as self-reported progress charts allowing users to set goals and monitor their progress, and if they received regular newsletters via email. They also suggested that a forum would help encourage engagement by offering a social support network along with other helpful advice and suggestions. Interestingly, in randomized trials associated with both of these previous qualitative studies, participants did not use forum features of the website [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref43">43</xref>]. The current study did not include a forum feature, rather the ability to post comments on their own or another user's profile page was included, and this was not widely used by participants. It may be that utilization of the forum is dependent on social environmental factors such as the presence of a forum moderator for participants to interact with. In the current study, the low usage of the comments feature may be due to participants not knowing each other and being reluctant to comment or interact with unknown people. Future research is needed to explore this further. One website component that was not discussed by participants in the current study, but did emerge as an important factor in both of the aforementioned studies, was the speed of the website. In both of these previous studies, participants reported dissatisfaction and reduced use of the website if the loading time was slow [<xref ref-type="bibr" rid="ref27">27</xref>,<xref ref-type="bibr" rid="ref28">28</xref>].</p>
            </sec>
            <sec>
                <title>Implications for Practice</title>
                <p>The findings of this study provide some insight into how we may improve engagement among males in Web-based behavior change interventions targeting physical activity and nutrition. First, as weight management appears to be a key motivator for many males participating in Web-based programs, participant engagement (in terms of recruitment and content) may be higher if weight loss is also highlighted as an intervention outcome. Findings from the SHED-IT trial showed that how the weight loss intervention is framed is important and suggest that programs that are framed as nonintrusive and flexible are most appealing [<xref ref-type="bibr" rid="ref27">27</xref>]. Second, as participant&#8217;s experience of the intervention (positive and negative) seemed to be guided by their initial expectations, managing outcome expectations from the outset and avoiding violations of these expectations may help to improve engagement, retention, and maintenance [<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref31">31</xref>]. This could be achieved in the following ways: (1) by ensuring recruitment information adequately explains the aim, content, and structure of the intervention program; (2) by educating participants about the health outcomes associated with adhering to the intervention protocol; (3) by allowing participants to set their own goals; and (4) by ensuring participants set goals that are both achievable and in line with their desired outcomes. The use of positive reinforcement (internal or external) may also be helpful, especially in cases where outcomes may not be immediate (eg, disease prevention) [<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref31">31</xref>]. Finally, participants provided several suggestions regarding how to improve website usability and intervention content which may improve efficacy, engagement, and maintenance in future interventions. As some of these suggestions (namely a facility to report IT-based issues and links providing further lifestyle information) were actually included on the website, this may suggest potential user navigation issues, communication issues (eg, use of the word &#8220;bug&#8221; for computer issue), lack of use of the IT-based platform, and/or that the website did not sufficiently &#8220;grab&#8221; the attention of some participants to encourage more elaborate use of the site. These issues highlight that researchers and practitioners need to consider the attributes of user disengagement (as well as engagement) when designing websites. This is particularly so for disengagement that occurs due to negative emotions, such as feeling frustrated due to usability issues with the website or feeling bored due to lack of interactivity and/or novelty of the content.</p>
            </sec>
            <sec>
                <title>Strengths and Limitations</title>
                <p>A major strength of this study is that it provides a greater understanding of what males want in terms of Web-based health behavior interventions. Males are a hard-to-reach population [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref10">10</xref>]. As such, little male specific research has been undertaken and best practice intervention approaches targeting males have not been identified. This research directs some insight into what recruitment and intervention strategies may enhance a male&#8217;s engagement, retention, and maintenance in these interventions. This is useful information, considering the paucity of research in this area, a male&#8217;s preference for IT-based strategies compared to face-to-face strategies, and the potential public health impact of such interventions if engagement and maintenance can be achieved. However, there are some limitations that should be acknowledged when interpreting these findings. As not all participants agreed to be contacted to take part in follow-up interviews, the results presented in this manuscript may not be representative of the whole ManUp sample. In addition, the ManUp Trial participants were primarily employed in white-collar and professional occupations, as were the participants of the current study. As such, the findings may not be representative of those in lower socioeconomic positions. While interesting outcomes have been reported, due to the exploratory and qualitative nature of the study (where the focus is on information richness rather than representativeness) [<xref ref-type="bibr" rid="ref21">21</xref>,<xref ref-type="bibr" rid="ref22">22</xref>], more comprehensive methodologies, such as intervention research, are now needed to confirm the outcomes revealed by the present study.</p>
                <p>Compared to their female counterparts, males have higher age-specific rates of chronic disease (such as heart disease, Type 2 diabetes, obesity, and mental health issues) [<xref ref-type="bibr" rid="ref11">11</xref>-<xref ref-type="bibr" rid="ref13">13</xref>] and are less likely to engage in lifestyle modification programs and utilize health services [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref10">10</xref>]. Given this, interventions that appeal to males, which meet their specific needs and that are not resource intensive are required. The development and evaluation of lifestyle modification programs that have a strong theoretical and evidence base, grounded in sound behavioural and communication-based research, and that are tailored to specific at risk subgroups are an important public health response to the growing prevalence of chronic disease and the survival deficit experienced by males. Our study highlights intervention and participant attributes that impacted on the engagement of males participating in a lifestyle modification program. These findings will help inform the design and implementation of future health behavior interventions for males and assist researchers and practitioners to engage males in health behaviors.</p>
            </sec>
        </sec>
    </body>
    <back>
        <glossary>
            <title>Abbreviations</title>
            <def-list>
                <def-item>
                    <term id="abb1">BMI</term>
                    <def>
                        <p>body mass index</p>
                    </def>
                </def-item>
                <def-item>
                    <term id="abb2">IQR</term>
                    <def>
                        <p>interquartile range</p>
                    </def>
                </def-item>
                <def-item>
                    <term id="abb3">IT</term>
                    <def>
                        <p>information technology</p>
                    </def>
                </def-item>
                <def-item>
                    <term id="abb4">RCT</term>
                    <def>
                        <p>randomized controlled trials</p>
                    </def>
                </def-item>
                <def-item>
                    <term id="abb5">SHED-IT</term>
                    <def>
                        <p>self-help, exercise, diet, and information technology</p>
                    </def>
                </def-item>
            </def-list>
        </glossary>
        <ack>
            <p>Queensland Health provided funding to conduct the ManUp project. CV is supported by a National Health and Medical Research Council of Australia (#519778) and a National Heart Foundation of Australia (#PH 07B 3303) postdoctoral research fellowship. CES and MJD are supported by fellowships provided by the Institute of Health and Social Science Research, CQUniversity. MWD was funded by a student internship provided by the Institute of Health and Social Science Research, CQUniversity.</p>
        </ack>
        <fn-group>
            <fn fn-type="conflict">
                <p>None declared.</p>
            </fn>
        </fn-group>
        <ref-list>
            <ref id="ref1">
                <label>1</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <collab>World Health Organization</collab>
                    </person-group>
                    <source>Global strategy of diet, physical activity, and health</source>
                    <year>2004</year>
                    <access-date>2013-12-16</access-date>
                    <comment>Diet and physical activity: A public health priority<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.who.int/dietphysicalactivity/en/">http://www.who.int/dietphysicalactivity/en/</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">6LwcNqt0A</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref2">
                <label>2</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Lee</surname>
                            <given-names>IM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Shiroma</surname>
                            <given-names>EJ</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Lobelo</surname>
                            <given-names>F</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Puska</surname>
                            <given-names>P</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Blair</surname>
                            <given-names>SN</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Katzmarzyk</surname>
                            <given-names>PT</given-names>
                        </name>
                        <collab>Lancet Physical Activity Series Working Group</collab>
                    </person-group>
                    <article-title>Effect of physical inactivity on major non-communicable diseases worldwide: An analysis of burden of disease and life expectancy</article-title>
                    <source>Lancet</source>
                    <year>2012</year>
                    <month>07</month>
                    <day>21</day>
                    <volume>380</volume>
                    <issue>9838</issue>
                    <fpage>219</fpage>
                    <lpage>229</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/22818936" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1016/S0140-6736(12)61031-9</pub-id>
                    <pub-id pub-id-type="medline">22818936</pub-id>
                    <pub-id pub-id-type="pii">S0140-6736(12)61031-9</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3645500</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref3">
                <label>3</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Bauman</surname>
                            <given-names>A</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Bull</surname>
                            <given-names>F</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Chey</surname>
                            <given-names>T</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Craig</surname>
                            <given-names>CL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Ainsworth</surname>
                            <given-names>BE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Sallis</surname>
                            <given-names>JF</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Bowles</surname>
                            <given-names>HR</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hagstromer</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Sjostrom</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Pratt</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Group</surname>
                            <given-names>IPS</given-names>
                        </name>
                    </person-group>
                    <article-title>The international prevalence study on physical activity: Results from 20 countries</article-title>
                    <source>Int J Behav Nutr Phys Act</source>
                    <year>2009</year>
                    <volume>6</volume>
                    <fpage>21</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.ijbnpa.org/content/6//21" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1186/1479-5868-6-21</pub-id>
                    <pub-id pub-id-type="medline">19335883</pub-id>
                    <pub-id pub-id-type="pii">1479-5868-6-21</pub-id>
                    <pub-id pub-id-type="pmcid">PMC2674408</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref4">
                <label>4</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Macniven</surname>
                            <given-names>R</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Bauman</surname>
                            <given-names>A</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Abouzeid</surname>
                            <given-names>M</given-names>
                        </name>
                    </person-group>
                    <article-title>A review of population-based prevalence studies of physical activity in adults in the Asia-Pacific region</article-title>
                    <source>BMC Public Health</source>
                    <year>2012</year>
                    <volume>12</volume>
                    <fpage>41</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.biomedcentral.com/1471-2458/12/41" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1186/1471-2458-12-41</pub-id>
                    <pub-id pub-id-type="medline">22251660</pub-id>
                    <pub-id pub-id-type="pii">1471-2458-12-41</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3293715</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref5">
                <label>5</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <collab>Centers for Disease Control and Prevention (CDC)</collab>
                    </person-group>
                    <article-title>Prevalence of regular physical activity among adults-United States, 2001 and 2005</article-title>
                    <source>MMWR Morb Mortal Wkly Rep</source>
                    <year>2007</year>
                    <month>11</month>
                    <day>23</day>
                    <volume>56</volume>
                    <issue>46</issue>
                    <fpage>1209</fpage>
                    <lpage>1212</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.cdc.gov/mmwr/preview/mmwrhtml/mm5646a1.htm" />
                    </comment>
                    <pub-id pub-id-type="medline">18030281</pub-id>
                    <pub-id pub-id-type="pii">mm5646a1</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref6">
                <label>6</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <collab>Centers for Disease Control and Prevention (CDC)</collab>
                    </person-group>
                    <article-title>Prevalence of fruit and vegetable consumption and physical activity by race/ethnicity-United States, 2005</article-title>
                    <source>MMWR Morb Mortal Wkly Rep</source>
                    <year>2007</year>
                    <month>04</month>
                    <day>6</day>
                    <volume>56</volume>
                    <issue>13</issue>
                    <fpage>301</fpage>
                    <lpage>304</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.cdc.gov/mmwr/preview/mmwrhtml/mm5613a2.htm" />
                    </comment>
                    <pub-id pub-id-type="medline">17410082</pub-id>
                    <pub-id pub-id-type="pii">mm5613a2</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref7">
                <label>7</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Macera</surname>
                            <given-names>CA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Ham</surname>
                            <given-names>SA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Yore</surname>
                            <given-names>MM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Jones</surname>
                            <given-names>DA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Ainsworth</surname>
                            <given-names>BE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Kimsey</surname>
                            <given-names>CD</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Kohl</surname>
                            <given-names>HW</given-names>
                        </name>
                    </person-group>
                    <article-title>Prevalence of physical activity in the United States: Behavioral risk factor surveillance system, 2001</article-title>
                    <source>Prev Chronic Dis</source>
                    <year>2005</year>
                    <month>04</month>
                    <volume>2</volume>
                    <issue>2</issue>
                    <fpage>A17</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.cdc.gov/pcd/issues/2005/apr/04_0114.htm" />
                    </comment>
                    <pub-id pub-id-type="medline">15888228</pub-id>
                    <pub-id pub-id-type="pii">A17</pub-id>
                    <pub-id pub-id-type="pmcid">PMC1327711</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref8">
                <label>8</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <collab>World Cancer Research Fund</collab>
                        <collab>American Institute of Cancer Research</collab>
                    </person-group>
                    <source>Food, nutrition, physical activity, and the prevention of cancer: A global perspective</source>
                    <access-date>2013-12-17</access-date>
                    <publisher-loc>Washington, DC</publisher-loc>
                    <publisher-name>World Cancer Research Fund/ Institute for Cancer Research</publisher-name>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.dietandcancerreport.org/">http://www.dietandcancerreport.org/</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">6LwcirgDi</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref9">
                <label>9</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Deeks</surname>
                            <given-names>A</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Lombard</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Michelmore</surname>
                            <given-names>J</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Teede</surname>
                            <given-names>H</given-names>
                        </name>
                    </person-group>
                    <article-title>The effects of gender and age on health related behaviors</article-title>
                    <source>BMC Public Health</source>
                    <year>2009</year>
                    <volume>9</volume>
                    <fpage>213</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.biomedcentral.com/1471-2458/9/213" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1186/1471-2458-9-213</pub-id>
                    <pub-id pub-id-type="medline">19563685</pub-id>
                    <pub-id pub-id-type="pii">1471-2458-9-213</pub-id>
                    <pub-id pub-id-type="pmcid">PMC2713232</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref10">
                <label>10</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Waters</surname>
                            <given-names>LA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Galichet</surname>
                            <given-names>B</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Owen</surname>
                            <given-names>N</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Eakin</surname>
                            <given-names>E</given-names>
                        </name>
                    </person-group>
                    <article-title>Who participates in physical activity intervention trials?</article-title>
                    <source>J Phys Act Health</source>
                    <year>2011</year>
                    <month>01</month>
                    <volume>8</volume>
                    <issue>1</issue>
                    <fpage>85</fpage>
                    <lpage>103</lpage>
                    <pub-id pub-id-type="medline">21297189</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref11">
                <label>11</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Mathers</surname>
                            <given-names>CD</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Vos</surname>
                            <given-names>ET</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Stevenson</surname>
                            <given-names>CE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Begg</surname>
                            <given-names>SJ</given-names>
                        </name>
                    </person-group>
                    <source>Bulletin of the World Health Organization</source>
                    <year>2001</year>
                    <comment>The burden of disease and injury in Australia<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.scielosp.org/scielo.php?script=sci_arttext&#38;pid=S0042-96862001001100013&#38;lng=en&#38;nrm=iso">http://www.scielosp.org/scielo.php?script=sci_arttext&#38;pid=S0042-96862001001100013&#38;lng=en&#38;nrm=iso</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">6LzUcUbE9</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref12">
                <label>12</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <collab>Australian Government, Department of Health</collab>
                    </person-group>
                    <source>National male health policy: Building on the strengths of Australian males</source>
                    <access-date>2013-12-19</access-date>
                    <publisher-loc>Australian</publisher-loc>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.healthissuescentre.org.au/documents/items/2013/05/751293-upload-00001.pdf">http://www.healthissuescentre.org.au/documents/items/2013/05/751293-upload-00001.pdf</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">6LzV3Rxrt</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref13">
                <label>13</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Malcher</surname>
                            <given-names>G</given-names>
                        </name>
                    </person-group>
                    <article-title>The state of men's health in Europe</article-title>
                    <source>BMJ</source>
                    <year>2011</year>
                    <month>11</month>
                    <day>29</day>
                    <volume>343</volume>
                    <fpage>d7054</fpage>
                    <lpage>d7054</lpage>
                    <pub-id pub-id-type="doi">10.1136/bmj.d7054</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref14">
                <label>14</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Vandelanotte</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Spathonis</surname>
                            <given-names>KM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Eakin</surname>
                            <given-names>EG</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Owen</surname>
                            <given-names>N</given-names>
                        </name>
                    </person-group>
                    <article-title>Website-delivered physical activity interventions: A review of the literature</article-title>
                    <source>Am J Prev Med</source>
                    <year>2007</year>
                    <month>07</month>
                    <volume>33</volume>
                    <issue>1</issue>
                    <fpage>54</fpage>
                    <lpage>64</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.amepre.2007.02.041</pub-id>
                    <pub-id pub-id-type="medline">17572313</pub-id>
                    <pub-id pub-id-type="pii">S0749-3797(07)00164-X</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref15">
                <label>15</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Kumanyika</surname>
                            <given-names>SK</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Obarzanek</surname>
                            <given-names>E</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Stettler</surname>
                            <given-names>N</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Bell</surname>
                            <given-names>R</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Field</surname>
                            <given-names>AE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Fortmann</surname>
                            <given-names>SP</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Franklin</surname>
                            <given-names>BA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Gillman</surname>
                            <given-names>MW</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Lewis</surname>
                            <given-names>CE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Poston</surname>
                            <given-names>WC</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Stevens</surname>
                            <given-names>J</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hong</surname>
                            <given-names>Y</given-names>
                        </name>
                        <collab>American Heart Association Council on Epidemiology and Prevention&#8218; Interdisciplinary Committee for Prevention</collab>
                    </person-group>
                    <article-title>Population-based prevention of obesity: The need for comprehensive promotion of healthful eating, physical activity, and energy balance: A scientific statement from American Heart Association Council on Epidemiology and Prevention, Interdisciplinary Committee for Prevention (formerly the expert panel on population and prevention science)</article-title>
                    <source>Circulation</source>
                    <year>2008</year>
                    <month>07</month>
                    <day>22</day>
                    <volume>118</volume>
                    <issue>4</issue>
                    <fpage>428</fpage>
                    <lpage>464</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://circ.ahajournals.org/cgi/pmidlookup?view=long&#38;pmid=18591433" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1161/CIRCULATIONAHA.108.189702</pub-id>
                    <pub-id pub-id-type="medline">18591433</pub-id>
                    <pub-id pub-id-type="pii">CIRCULATIONAHA.108.189702</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref16">
                <label>16</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Courtenay</surname>
                            <given-names>WH</given-names>
                        </name>
                    </person-group>
                    <article-title>Constructions of masculinity and their influence on men's well-being: A theory of gender and health</article-title>
                    <source>Soc Sci Med</source>
                    <year>2000</year>
                    <month>05</month>
                    <volume>50</volume>
                    <issue>10</issue>
                    <fpage>1385</fpage>
                    <lpage>1401</lpage>
                    <pub-id pub-id-type="medline">10741575</pub-id>
                    <pub-id pub-id-type="pii">S0277953699003901</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref17">
                <label>17</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Latimer</surname>
                            <given-names>AE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Brawley</surname>
                            <given-names>LR</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Bassett</surname>
                            <given-names>RL</given-names>
                        </name>
                    </person-group>
                    <article-title>A systematic review of three approaches for constructing physical activity messages: What messages work and what improvements are needed?</article-title>
                    <source>Int J Behav Nutr Phys Act</source>
                    <year>2010</year>
                    <volume>7</volume>
                    <fpage>36</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.ijbnpa.org/content/7//36" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1186/1479-5868-7-36</pub-id>
                    <pub-id pub-id-type="medline">20459779</pub-id>
                    <pub-id pub-id-type="pii">1479-5868-7-36</pub-id>
                    <pub-id pub-id-type="pmcid">PMC2885311</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref18">
                <label>18</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Hatchell</surname>
                            <given-names>AC</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Bassett-Gunter</surname>
                            <given-names>RL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Clarke</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Kimura</surname>
                            <given-names>S</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Latimer-Cheung</surname>
                            <given-names>AE</given-names>
                        </name>
                    </person-group>
                    <article-title>Messages for men: The efficacy of EPPM-based messages targeting men's physical activity</article-title>
                    <source>Health Psychol</source>
                    <year>2013</year>
                    <month>01</month>
                    <volume>32</volume>
                    <issue>1</issue>
                    <fpage>24</fpage>
                    <lpage>32</lpage>
                    <pub-id pub-id-type="doi">10.1037/a0030108</pub-id>
                    <pub-id pub-id-type="medline">23316850</pub-id>
                    <pub-id pub-id-type="pii">2013-00980-003</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref19">
                <label>19</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Noar</surname>
                            <given-names>SM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Harrington</surname>
                            <given-names>NG</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Van Stee</surname>
                            <given-names>SK</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Aldrich</surname>
                            <given-names>RS</given-names>
                        </name>
                    </person-group>
                    <article-title>Tailored health communication to change lifestyle behaviors</article-title>
                    <source>American Journal of Lifestyle Medicine</source>
                    <year>2010</year>
                    <month>11</month>
                    <day>19</day>
                    <volume>5</volume>
                    <issue>2</issue>
                    <fpage>112</fpage>
                    <lpage>122</lpage>
                    <pub-id pub-id-type="doi">10.1177/1559827610387255</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref20">
                <label>20</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Duncan</surname>
                            <given-names>MJ</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Vandelanotte</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Rosenkranz</surname>
                            <given-names>RR</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Caperchione</surname>
                            <given-names>CM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Ding</surname>
                            <given-names>H</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Ellison</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>George</surname>
                            <given-names>ES</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hooker</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Karunanithi</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Kolt</surname>
                            <given-names>GS</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Maeder</surname>
                            <given-names>A</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Noakes</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Tague</surname>
                            <given-names>R</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Taylor</surname>
                            <given-names>P</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Viljoen</surname>
                            <given-names>P</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Mummery</surname>
                            <given-names>WK</given-names>
                        </name>
                    </person-group>
                    <article-title>Effectiveness of a website and mobile phone based physical activity and nutrition intervention for middle-aged males: Trial protocol and baseline findings of the ManUp Study</article-title>
                    <source>BMC Public Health</source>
                    <year>2012</year>
                    <volume>12</volume>
                    <fpage>656</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.biomedcentral.com/1471-2458/12/656" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1186/1471-2458-12-656</pub-id>
                    <pub-id pub-id-type="medline">22894747</pub-id>
                    <pub-id pub-id-type="pii">1471-2458-12-656</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3507858</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref21">
                <label>21</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>George</surname>
                            <given-names>ES</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Kolt</surname>
                            <given-names>GS</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Duncan</surname>
                            <given-names>MJ</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Caperchione</surname>
                            <given-names>CM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Mummery</surname>
                            <given-names>WK</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Vandelanotte</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Taylor</surname>
                            <given-names>P</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Noakes</surname>
                            <given-names>M</given-names>
                        </name>
                    </person-group>
                    <article-title>A review of the effectiveness of physical activity interventions for adult males</article-title>
                    <source>Sports Med</source>
                    <year>2012</year>
                    <month>04</month>
                    <day>1</day>
                    <volume>42</volume>
                    <issue>4</issue>
                    <fpage>281</fpage>
                    <lpage>300</lpage>
                    <pub-id pub-id-type="doi">10.2165/11597220-000000000-00000</pub-id>
                    <pub-id pub-id-type="medline">22350570</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref22">
                <label>22</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Taylor</surname>
                            <given-names>PJ</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Kolt</surname>
                            <given-names>GS</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Vandelanotte</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Caperchione</surname>
                            <given-names>CM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Mummery</surname>
                            <given-names>WK</given-names>
                        </name>
                        <name name-style="western">
                            <surname>George</surname>
                            <given-names>ES</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Karunanithi</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Noakes</surname>
                            <given-names>MJ</given-names>
                        </name>
                    </person-group>
                    <article-title>A review of the nature and effectiveness of nutrition interventions in adult males-A guide for intervention strategies</article-title>
                    <source>Int J Behav Nutr Phys Act</source>
                    <year>2013</year>
                    <volume>10</volume>
                    <fpage>13</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.ijbnpa.org/content/10//13" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1186/1479-5868-10-13</pub-id>
                    <pub-id pub-id-type="medline">23360498</pub-id>
                    <pub-id pub-id-type="pii">1479-5868-10-13</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3575262</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref23">
                <label>23</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Vandelanotte</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Caperchione</surname>
                            <given-names>CM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Ellison</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>George</surname>
                            <given-names>ES</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Maeder</surname>
                            <given-names>A</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Kolt</surname>
                            <given-names>GS</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Duncan</surname>
                            <given-names>MJ</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Karunanithi</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Noakes</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hooker</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Viljoen</surname>
                            <given-names>P</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Mummery</surname>
                            <given-names>WK</given-names>
                        </name>
                    </person-group>
                    <article-title>What kinds of website and mobile phone-delivered physical activity and nutrition interventions do middle-aged men want?</article-title>
                    <source>J Health Commun</source>
                    <year>2013</year>
                    <volume>18</volume>
                    <issue>9</issue>
                    <fpage>1070</fpage>
                    <lpage>1083</lpage>
                    <pub-id pub-id-type="doi">10.1080/10810730.2013.768731</pub-id>
                    <pub-id pub-id-type="medline">23647448</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref24">
                <label>24</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Caperchione</surname>
                            <given-names>CM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Vandelanotte</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Kolt</surname>
                            <given-names>GS</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Duncan</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Ellison</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>George</surname>
                            <given-names>E</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Mummery</surname>
                            <given-names>WK</given-names>
                        </name>
                    </person-group>
                    <article-title>What a man wants: Understanding the challenges and motivations to physical activity participation and healthy eating in middle-aged Australian men</article-title>
                    <source>Am J Mens Health</source>
                    <year>2012</year>
                    <month>11</month>
                    <volume>6</volume>
                    <issue>6</issue>
                    <fpage>453</fpage>
                    <lpage>461</lpage>
                    <pub-id pub-id-type="doi">10.1177/1557988312444718</pub-id>
                    <pub-id pub-id-type="medline">22516565</pub-id>
                    <pub-id pub-id-type="pii">1557988312444718</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref25">
                <label>25</label>
                <nlm-citation citation-type="book">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Bandura</surname>
                            <given-names>A</given-names>
                        </name>
                    </person-group>
                    <article-title>A social cognitive theory</article-title>
                    <source>Social foundations of thought and action</source>
                    <year>1986</year>
                    <publisher-loc>Englewood Cliffs, N.J</publisher-loc>
                    <publisher-name>Prentice-Hall</publisher-name>
                </nlm-citation>
            </ref>
            <ref id="ref26">
                <label>26</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Bandura</surname>
                            <given-names>A</given-names>
                        </name>
                    </person-group>
                    <article-title>Health promotion by social cognitive means</article-title>
                    <source>Health Educ Behav</source>
                    <year>2004</year>
                    <month>04</month>
                    <volume>31</volume>
                    <issue>2</issue>
                    <fpage>143</fpage>
                    <lpage>164</lpage>
                    <pub-id pub-id-type="doi">10.1177/1090198104263660</pub-id>
                    <pub-id pub-id-type="medline">15090118</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref27">
                <label>27</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Maes</surname>
                            <given-names>S</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Karoly</surname>
                            <given-names>P</given-names>
                        </name>
                    </person-group>
                    <article-title>Self-regulation assessment and intervention in physical health and illness: A review</article-title>
                    <source>Applied Psychology</source>
                    <year>2005</year>
                    <month>04</month>
                    <volume>54</volume>
                    <issue>2</issue>
                    <fpage>267</fpage>
                    <lpage>299</lpage>
                    <pub-id pub-id-type="doi">10.1111/j.1464-0597.2005.00210.x</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref28">
                <label>28</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Davies</surname>
                            <given-names>CA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Spence</surname>
                            <given-names>JC</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Vandelanotte</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Caperchione</surname>
                            <given-names>CM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Mummery</surname>
                            <given-names>WK</given-names>
                        </name>
                    </person-group>
                    <article-title>Meta-analysis of Internet-delivered interventions to increase physical activity levels</article-title>
                    <source>Int J Behav Nutr Phys Act</source>
                    <year>2012</year>
                    <volume>9</volume>
                    <fpage>52</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.ijbnpa.org/content/9//52" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1186/1479-5868-9-52</pub-id>
                    <pub-id pub-id-type="medline">22546283</pub-id>
                    <pub-id pub-id-type="pii">1479-5868-9-52</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3464872</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref29">
                <label>29</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Kirwan</surname>
                            <given-names>M</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Duncan</surname>
                            <given-names>MJ</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Vandelanotte</surname>
                            <given-names>C</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Mummery</surname>
                            <given-names>WK</given-names>
                        </name>
                    </person-group>
                    <article-title>Using smartphone technology to monitor physical activity in the 10,000 Steps program: A matched case-control trial</article-title>
                    <source>J Med Internet Res</source>
                    <year>2012</year>
                    <volume>14</volume>
                    <issue>2</issue>
                    <fpage>e55</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.jmir.org/2012/2/e55/" />
                    </comment>
                    <pub-id pub-id-type="doi">10.2196/jmir.1950</pub-id>
                    <pub-id pub-id-type="medline">22522112</pub-id>
                    <pub-id pub-id-type="pii">v14i2e55</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3376516</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref30">
                <label>30</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>O'Brien</surname>
                            <given-names>HL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Toms</surname>
                            <given-names>EG</given-names>
                        </name>
                    </person-group>
                    <article-title>What is user engagement? A conceptual framework for defining user engagement with technology</article-title>
                    <source>J. Am. Soc. Inf. Sci</source>
                    <year>2008</year>
                    <month>04</month>
                    <volume>59</volume>
                    <issue>6</issue>
                    <fpage>938</fpage>
                    <lpage>955</lpage>
                    <pub-id pub-id-type="doi">10.1002/asi.20801</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref31">
                <label>31</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Marcus</surname>
                            <given-names>BH</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Lewis</surname>
                            <given-names>BA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Williams</surname>
                            <given-names>DM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Whiteley</surname>
                            <given-names>JA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Albrecht</surname>
                            <given-names>AE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Jakicic</surname>
                            <given-names>JM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Parisi</surname>
                            <given-names>AF</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hogan</surname>
                            <given-names>JW</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Napolitano</surname>
                            <given-names>MA</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Bock</surname>
                            <given-names>BC</given-names>
                        </name>
                    </person-group>
                    <article-title>Step into motion: A randomized trial examining the relative efficacy of Internet vs print-based physical activity interventions</article-title>
                    <source>Contemp Clin Trials</source>
                    <year>2007</year>
                    <month>11</month>
                    <volume>28</volume>
                    <issue>6</issue>
                    <fpage>737</fpage>
                    <lpage>747</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.cct.2007.04.003</pub-id>
                    <pub-id pub-id-type="medline">17616486</pub-id>
                    <pub-id pub-id-type="pii">S1551-7144(07)00050-X</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref32">
                <label>32</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Short</surname>
                            <given-names>CE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>James</surname>
                            <given-names>EL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Plotnikoff</surname>
                            <given-names>RC</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Girgis</surname>
                            <given-names>A</given-names>
                        </name>
                    </person-group>
                    <article-title>Efficacy of tailored-print interventions to promote physical activity: A systematic review of randomised trials</article-title>
                    <source>Int J Behav Nutr Phys Act</source>
                    <year>2011</year>
                    <volume>8</volume>
                    <fpage>113</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.ijbnpa.org/content/8//113" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1186/1479-5868-8-113</pub-id>
                    <pub-id pub-id-type="medline">21999329</pub-id>
                    <pub-id pub-id-type="pii">1479-5868-8-113</pub-id>
                    <pub-id pub-id-type="pmcid">PMC3214130</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref33">
                <label>33</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Courneya</surname>
                            <given-names>KS</given-names>
                        </name>
                    </person-group>
                    <article-title>Efficacy, effectiveness, and behavior change trials in exercise research</article-title>
                    <source>Int J Behav Nutr Phys Act</source>
                    <year>2010</year>
                    <volume>7</volume>
                    <fpage>81</fpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.ijbnpa.org/content/7//81" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1186/1479-5868-7-81</pub-id>
                    <pub-id pub-id-type="medline">21073717</pub-id>
                    <pub-id pub-id-type="pii">1479-5868-7-81</pub-id>
                    <pub-id pub-id-type="pmcid">PMC2989301</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref34">
                <label>34</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Mason</surname>
                            <given-names>M</given-names>
                        </name>
                    </person-group>
                    <source>Qualitative Social Research</source>
                    <year>2010</year>
                    <access-date>2013-12-19</access-date>
                    <comment>Sample size and saturation in PhD studies using qualitative interviews<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.qualitative-research.net/index.php/fqs/article/view/1428">http://www.qualitative-research.net/index.php/fqs/article/view/1428</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">6LzYKcZNg</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref35">
                <label>35</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Guest</surname>
                            <given-names>GB</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Arwen</surname>
                            <given-names>G</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Johnson</surname>
                            <given-names>L</given-names>
                        </name>
                    </person-group>
                    <article-title>How many interviews are enough? An experiment with data saturation and variability</article-title>
                    <source>Field Methods</source>
                    <year>2006</year>
                    <volume>18</volume>
                    <issue>1</issue>
                    <fpage>59</fpage>
                    <lpage>82</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://fmx.sagepub.com/content/18/1/59.abstract" />
                    </comment>
                    <pub-id pub-id-type="doi">&#160;10.1177/1525822X05279903</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref36">
                <label>36</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Morse</surname>
                            <given-names>JM</given-names>
                        </name>
                    </person-group>
                    <article-title>Determining sample size</article-title>
                    <source>Qualitative Health Research</source>
                    <year>2000</year>
                    <volume>10</volume>
                    <issue>1</issue>
                    <fpage>3</fpage>
                    <lpage>5</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://qhr.sagepub.com/content/10/1/3.full.pdf+html" />
                    </comment>
                    <pub-id pub-id-type="doi">&#160;10.1177/104973200129118183</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref37">
                <label>37</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Sturges</surname>
                            <given-names>JE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Hanrahan</surname>
                            <given-names>KJ</given-names>
                        </name>
                    </person-group>
                    <article-title>Comparing telephone and face-to-face qualitative interviewing: A research note</article-title>
                    <source>Qualitative Research</source>
                    <year>2004</year>
                    <volume>4</volume>
                    <issue>1</issue>
                    <fpage>107</fpage>
                    <lpage>118</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://qrj.sagepub.com/content/4/1/107.abstract" />
                    </comment>
                    <pub-id pub-id-type="doi">&#160;10.1177/1468794104041110</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref38">
                <label>38</label>
                <nlm-citation citation-type="book">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Boyatzis</surname>
                            <given-names>R</given-names>
                        </name>
                    </person-group>
                    <article-title>Developing themes using theory-driven and prior-research driven method and then applying the code: An example using a critical incident interview</article-title>
                    <source>Transforming qualitative information: Thematic analysis and code development</source>
                    <year>1998</year>
                    <publisher-loc>Thousand Oaks, CA</publisher-loc>
                    <publisher-name>Sage Publications</publisher-name>
                </nlm-citation>
            </ref>
            <ref id="ref39">
                <label>39</label>
                <nlm-citation citation-type="web">
                    <person-group person-group-type="author">
                        <collab>Australian Government, Department of Health</collab>
                    </person-group>
                    <source>An active way to better health: National physical activity guidelines for adults</source>
                    <access-date>2013-12-17</access-date>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.health.gov.au/internet/main/publishing.nsf/Content/phd-physical-activity-adults-pdf-cnt.htm">http://www.health.gov.au/internet/main/publishing.nsf/Content/phd-physical-activity-adults-pdf-cnt.htm</ext-link>
                    </comment>
                    <pub-id pub-id-type="other">6Lwe0WItw</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref40">
                <label>40</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Morgan</surname>
                            <given-names>PJ</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Warren</surname>
                            <given-names>JM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Lubans</surname>
                            <given-names>DR</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Collins</surname>
                            <given-names>CE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Callister</surname>
                            <given-names>R</given-names>
                        </name>
                    </person-group>
                    <article-title>Engaging men in weight loss: Experiences of men who participated in the male only SHED-IT pilot study</article-title>
                    <source>Obesity Research &#38; Clinical Practice</source>
                    <year>2011</year>
                    <month>7</month>
                    <volume>5</volume>
                    <issue>3</issue>
                    <fpage>e239</fpage>
                    <lpage>e248</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.orcp.2011.03.002</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref41">
                <label>41</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Morgan</surname>
                            <given-names>PJ</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Lubans</surname>
                            <given-names>DR</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Collins</surname>
                            <given-names>CE</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Warren</surname>
                            <given-names>JM</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Callister</surname>
                            <given-names>R</given-names>
                        </name>
                    </person-group>
                    <article-title>The SHED-IT randomized controlled trial: Evaluation of an Internet-based weight-loss program for men</article-title>
                    <source>Obesity (Silver Spring)</source>
                    <year>2009</year>
                    <month>11</month>
                    <volume>17</volume>
                    <issue>11</issue>
                    <fpage>2025</fpage>
                    <lpage>2032</lpage>
                    <pub-id pub-id-type="doi">10.1038/oby.2009.85</pub-id>
                    <pub-id pub-id-type="medline">19343018</pub-id>
                    <pub-id pub-id-type="pii">oby200985</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref42">
                <label>42</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Ferney</surname>
                            <given-names>SL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Marshall</surname>
                            <given-names>AL</given-names>
                        </name>
                    </person-group>
                    <article-title>Website physical activity interventions: Preferences of potential users</article-title>
                    <source>Health Educ Res</source>
                    <year>2006</year>
                    <month>08</month>
                    <volume>21</volume>
                    <issue>4</issue>
                    <fpage>560</fpage>
                    <lpage>566</lpage>
                    <comment>
                        <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://her.oxfordjournals.org/cgi/pmidlookup?view=long&#38;pmid=16702194" />
                    </comment>
                    <pub-id pub-id-type="doi">10.1093/her/cyl013</pub-id>
                    <pub-id pub-id-type="medline">16702194</pub-id>
                    <pub-id pub-id-type="pii">cyl013</pub-id>
                </nlm-citation>
            </ref>
            <ref id="ref43">
                <label>43</label>
                <nlm-citation citation-type="journal">
                    <person-group person-group-type="author">
                        <name name-style="western">
                            <surname>Ferney</surname>
                            <given-names>SL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Marshall</surname>
                            <given-names>AL</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Eakin</surname>
                            <given-names>EG</given-names>
                        </name>
                        <name name-style="western">
                            <surname>Owen</surname>
                            <given-names>N</given-names>
                        </name>
                    </person-group>
                    <article-title>Randomized trial of a neighborhood environment-focused physical activity website intervention</article-title>
                    <source>Prev Med</source>
                    <year>2009</year>
                    <month>02</month>
                    <volume>48</volume>
                    <issue>2</issue>
                    <fpage>144</fpage>
                    <lpage>150</lpage>
                    <pub-id pub-id-type="doi">10.1016/j.ypmed.2008.10.022</pub-id>
                    <pub-id pub-id-type="medline">19028519</pub-id>
                    <pub-id pub-id-type="pii">S0091-7435(08)00574-4</pub-id>
                </nlm-citation>
            </ref>
        </ref-list>
    </back>
</article>
