<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="letter"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Res Protoc</journal-id><journal-id journal-id-type="publisher-id">ResProt</journal-id><journal-id journal-id-type="index">5</journal-id><journal-title>JMIR Research Protocols</journal-title><abbrev-journal-title>JMIR Res Protoc</abbrev-journal-title><issn pub-type="epub">1929-0748</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v15i1e110988</article-id><article-id pub-id-type="doi">10.2196/110988</article-id><article-categories><subj-group subj-group-type="heading"><subject>Letter to the Editor</subject></subj-group></article-categories><title-group><article-title>Accelerometer-Based Step Counts May Be Confounded by Repetitive Motor Behaviors in Adults With Autism Spectrum Disorder</article-title></title-group><contrib-group><contrib contrib-type="author" corresp="yes" equal-contrib="yes"><name name-style="western"><surname>Malik</surname><given-names>Muhammad Anas</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib><contrib contrib-type="author" equal-contrib="yes"><name name-style="western"><surname>Fatima</surname><given-names>Tayeba</given-names></name><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib></contrib-group><aff id="aff1"><institution>Ameer-ud-din Medical College</institution><addr-line>6-Abdur Rehman Chughtai Road (Birdwood Road), near Jail Road, Shadman</addr-line><addr-line>Lahore</addr-line><addr-line>Punjab</addr-line><country>Pakistan</country></aff><aff id="aff2"><institution>Avicenna Medical College</institution><addr-line>Lahore</addr-line><addr-line>Punjab</addr-line><country>Pakistan</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Nedunchezhiyan</surname><given-names>Surya</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to Muhammad Anas Malik, Ameer-ud-din Medical College, 6-Abdur Rehman Chughtai Road (Birdwood Road), near Jail Road, Shadman, Lahore, Punjab, Pakistan, 92 3095722589; <email>MuhammadAnasMalik2022@amc.edu.pk</email></corresp><fn fn-type="equal" id="equal-contrib1"><label>*</label><p>all authors contributed equally</p></fn></author-notes><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>30</day><month>10</month><year>2026</year></pub-date><volume>15</volume><elocation-id>e110988</elocation-id><history><date date-type="received"><day>01</day><month>09</month><year>2026</year></date><date date-type="accepted"><day>09</day><month>10</month><year>2026</year></date></history><copyright-statement>&#x00A9; Muhammad Anas Malik, Tayeba Fatima. Originally published in JMIR Research Protocols (<ext-link ext-link-type="uri" xlink:href="https://www.researchprotocols.org">https://www.researchprotocols.org</ext-link>), 30.10.2026. </copyright-statement><copyright-year>2026</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), 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 <ext-link ext-link-type="uri" xlink:href="https://www.researchprotocols.org">https://www.researchprotocols.org</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://www.researchprotocols.org/2026/1/e110988"/><related-article related-article-type="commentary article" id="v15" ext-link-type="doi" xlink:href="10.2196/86020" xlink:title="Comment on" vol="15" xlink:type="simple">https://www.researchprotocols.org/2026/1/e86020</related-article><related-article related-article-type="commentary" ext-link-type="doi" xlink:href="10.2196/113321" xlink:title="Comment in" xlink:type="simple">https://www.researchprotocols.org/2026/1/e113321</related-article><kwd-group><kwd>autism spectrum disorder</kwd><kwd>physical activity</kwd><kwd>co-participation</kwd><kwd>family support</kwd><kwd>autism in adulthood</kwd><kwd>telehealth</kwd><kwd>wearable devices</kwd><kwd>physical function</kwd><kwd>remote assessment</kwd><kwd>health disparities</kwd><kwd>minority health</kwd><kwd>adult autism</kwd><kwd>protocol study</kwd><kwd>cross-sectional design</kwd><kwd>patient-reported outcomes</kwd><kwd>motor impairments</kwd><kwd>rehabilitation</kwd><kwd>digital health</kwd></kwd-group></article-meta></front><body><p>We read with interest the recent pilot study by Nunez-Gaunaurd et al [<xref ref-type="bibr" rid="ref1">1</xref>] involving remote assessment of physical activity and physical function in adults with autism spectrum disorder (ASD). The integration of accelerometer-based step monitoring with remote performance-based and patient-reported measures represents a valuable step toward accessible, telehealth-based functional assessment in an underserved population. However, we found one measurement concern relevant to the study&#x2019;s validity aims.</p><p>Consumer accelerometers such as the Fitbit Inspire 3 estimate step counts using gait-pattern algorithms calibrated primarily on people with neurotypical ambulatory movements, and even in this population, they can record false step counts, as mentioned in a recent study [<xref ref-type="bibr" rid="ref2">2</xref>]. Adults with ASD frequently exhibit repetitive, uncontrolled motor behaviors like hand flapping, rocking, and pacing that generate rhythmic upper- and lower-limb acceleration signals that are distinct from ambulatory movements during walking and can potentially be misclassified as ambulatory steps [<xref ref-type="bibr" rid="ref3">3</xref>]. The study by Nunez-Gaunaurd et al [<xref ref-type="bibr" rid="ref1">1</xref>] proposes using step counts per day as a criterion indicator to establish the construct validity of Patient-Reported Outcomes Measurement Information System (PROMIS) physical function scores, so any systematic over- or undercounting of steps due to characteristic ASD movement patterns could bias this validation. This concern is distinct from the generalizability and sampling limitations the authors already mentioned in this population.</p><p>We would ask the study team whether they have planned or piloted any validation of Fitbit-derived step counts against a gold standard method, like video-coded step counts, in a subsample of participants with prominent motor stereotypes, which would help establish whether this measure can be trusted as a criterion standard in this population [<xref ref-type="bibr" rid="ref4">4</xref>].</p><p>This is an addressable question rather than a fundamental design flaw, and clarification would strengthen confidence in the study&#x2019;s future findings.</p></body><back><notes><sec><title>Funding</title><p>This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.</p></sec></notes><fn-group><fn fn-type="con"><p>Both authors contributed equally and are accountable for the content of this letter.</p></fn><fn fn-type="conflict"><p>None declared.</p></fn></fn-group><glossary><title>Abbreviations</title><def-list><def-item><term id="abb1">ASD</term><def><p>autism spectrum disorder</p></def></def-item><def-item><term id="abb2">PROMIS</term><def><p>Patient-Reported Outcomes Measurement Information System</p></def></def-item></def-list></glossary><ref-list><title>REFERENCES:</title><ref id="ref1"><label>1</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Nunez-Gaunaurd</surname><given-names>A</given-names> </name><name name-style="western"><surname>Tovin</surname><given-names>MM</given-names> </name><name name-style="western"><surname>Hale</surname><given-names>M</given-names> </name><name name-style="western"><surname>Li</surname><given-names>T</given-names> </name><name name-style="western"><surname>Bhat</surname><given-names>A</given-names> </name></person-group><article-title>Remote assessment of physical function and physical activity in adults with autism spectrum disorder: protocol for feasibility, validity, and reliability study</article-title><source>JMIR Res Protoc</source><year>2026</year><month>08</month><day>31</day><volume>15</volume><fpage>e86020</fpage><pub-id pub-id-type="doi">10.2196/86020</pub-id><pub-id pub-id-type="medline">42673582</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>Modave</surname><given-names>F</given-names> </name><name name-style="western"><surname>Guo</surname><given-names>Y</given-names> </name><name name-style="western"><surname>Bian</surname><given-names>J</given-names> </name><etal/></person-group><article-title>Mobile device accuracy for step counting across age groups</article-title><source>JMIR Mhealth Uhealth</source><year>2017</year><month>06</month><day>28</day><volume>5</volume><issue>6</issue><fpage>e88</fpage><pub-id pub-id-type="doi">10.2196/mhealth.7870</pub-id><pub-id pub-id-type="medline">28659255</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>Melo</surname><given-names>C</given-names> </name><name name-style="western"><surname>Ruano</surname><given-names>L</given-names> </name><name name-style="western"><surname>Jorge</surname><given-names>J</given-names> </name><etal/></person-group><article-title>Prevalence and determinants of motor stereotypies in autism spectrum disorder: a systematic review and meta-analysis</article-title><source>Autism</source><year>2020</year><month>04</month><volume>24</volume><issue>3</issue><fpage>569</fpage><lpage>590</lpage><pub-id pub-id-type="doi">10.1177/1362361319869118</pub-id><pub-id pub-id-type="medline">31552746</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>Toth</surname><given-names>LP</given-names> </name><name name-style="western"><surname>Park</surname><given-names>S</given-names> </name><name name-style="western"><surname>Springer</surname><given-names>CM</given-names> </name><name name-style="western"><surname>Feyerabend</surname><given-names>MD</given-names> </name><name name-style="western"><surname>Steeves</surname><given-names>JA</given-names> </name><name name-style="western"><surname>Bassett</surname><given-names>DR</given-names> </name></person-group><article-title>Video-recorded validation of wearable step counters under free-living conditions</article-title><source>Med Sci Sports Exerc</source><year>2018</year><month>06</month><volume>50</volume><issue>6</issue><fpage>1315</fpage><lpage>1322</lpage><pub-id pub-id-type="doi">10.1249/MSS.0000000000001569</pub-id><pub-id pub-id-type="medline">29381649</pub-id></nlm-citation></ref></ref-list></back></article>