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Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/106849, first published .
Young woman in a face mask using a smartphone

Efficacy of a Smartphone-Based Virtual Patient in Increasing Clinical Competence Among Primary Health Care Providers: Protocol for a Cluster Randomized Controlled Trial

Efficacy of a Smartphone-Based Virtual Patient in Increasing Clinical Competence Among Primary Health Care Providers: Protocol for a Cluster Randomized Controlled Trial

Xiaohui Wang   1 , PhD ;   Kaixuan Zhang   1 , BSc ;   Jie Du   1, 2 , MPH ;   Yiyuan Cai   3 , PhD ;   Jin Cao   1 , MPH ;   Yaolong Chen   4 , PhD ;   Liwen Ding   5 , MD ;   Yuan Fang   5 , PhD ;   Wenjie Gong   6 , PhD ;   Wenjun He   7 , PhD ;   Jinghua Li   8 , PhD ;   Huijuan Liang   9 , PhD ;   Jing Liao   10 , PhD ;   Yun Lu   11 , MSc ;   Baibing Mi   12 , PhD ;   Jay Pan   13 , PhD ;   Ruixin Wang   14 , PhD ;   Dong Roman Xu   15, 16 , PhD ;   Nan Zhang   9 , PhD ;   Qing Zhao   7 , PhD ;   Jifang Zhou   17 , PhD ;   Zhongliang Zhou   18 , PhD ;   Zixin Wang   5 , PhD

1 Department of Health Policy and Management, School of Public Health, Lanzhou University, Lanzhou, Gansu, China

2 Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China

3 Department of Epidemiology and Health Statistics, School of Public Health, Guizhou Medical University, Guiyang, Guizhou, China

4 Institute of Health Data Science / Evidence-Based Medicine Center, Lanzhou University, Lanzhou, China

5 Centre for Health Behaviours Research, JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China (Hong Kong)

6 HER Team and Department of Maternal and Child Health, Xiangya School of Public Health, Central South University, Changsha, Hunan, China

7 School of Health Management, Southern Medical University, Guangzhou, Guangdong, China

8 Department of Public Health and Medicinal Administration, Faculty of Health Sciences, University of Macau, Macau, Macao

9 School of Health Management, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China

10 Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China

11 Department of Preventive Medicine, Maternal and Child Health, School of Public Health, School of Public Health, Guizhou Medical University, Guizhou, China

12 Department of Epidemiology and Biostatistics, School of Public Health, Xi’an Jiaotong University Health Science Center, Xi'an, Shanxi, China

13 HEOA Group, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China

14 Department of Health Economics, School of Public Health, Fudan University, Shanghai, China

15 Southern Medical University Institute for Global Health (SIGHT), Dermatology Hospital of Southern Medical University, Guangzhou, China

16 Acacia Lab for Implementation Science, School of Health Management and Center for World Health Organization Studies, Southern Medical University, Guangzhou, China

17 School of International Business, China Pharmaceutical University, Nanjing, Jiangsu, China

18 School of Public Policy and Administration, Xi'an Jiaotong University, Xi’an, Shaanxi, China

Corresponding Author:

  • Zixin Wang, PhD
  • Centre for Health Behaviours Research
  • JC School of Public Health and Primary Care, The Chinese University of Hong Kong
  • Room 508, Prince of Wales Hospital
  • Hong Kong
  • China (Hong Kong)
  • Phone: 852 22528474
  • Email: wangzx@cuhk.edu.hk