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For the steps dataset, w e analyzed 45,556,148 data points for 40,808 users from 34 countries. The study population was composed of 23,989/40,659 (59%) men and 16,819/41022 (41%) women with a mean age of 47 (SD 12.6) years.
Flowchart of the 3 study populations, detailing the number of users and data points included in each dataset, based on data collected from Withings Steel heart rate activity tracker users across 34 countries.
J Med Internet Res 2025;27:e68199
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18: Strategy for patient-oriented research: patient engagement framework(http://www.cihr-irsc.gc.ca/e/
JMIR Pediatr Parent 2025;8:e64618
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behavioral therapy versus treatment as usual for depression in routine specialized mental healthcare: E-COMPARED Reference 12: Barriers to patient interest in internet-based cognitive behavioral therapy: informing e-healthDigital Mental Health Interventions, e-Mental Health and Cyberpsychology
JMIR Form Res 2025;9:e68249
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Reference 39: Organização, processamento, análise e interpretação de dados: o desafio da triangulação Reference 41: O panorama atual da estratégia da profilaxia pré-exposição (PrEP) no Brasil e os caminhos Reference 43: A (in)visibilidade gênero no currículo e na prática de duas especialidades médicas Reference 58: Saúde de Lésbicas, Gays, Bissexuais, Travestis e Transexuais: da Formação Médica à Atuação Reference 59: Gênero e Sexualidade nas Escolas Médicas Federais do Brasil: uma Análise de Projetos Pedagógicos
J Med Internet Res 2025;27:e67445
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A potential limitation of e Consult use is the increased, noncompensated workload on primary care providers, who must act on the e-consultant’s recommendations for each patient. Primary care is a fast-paced setting that is often stretched for resources, staffing, and time. Further, primary care is a diverse setting with varied access and structures to care delivery. Consequently, it is unlikely that a single approach or method of care is appropriate in all primary care settings.
JMIR Res Protoc 2025;14:e62916
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We use the Checklist for Reporting Results of Internet E-Surveys (CHERRIES) reporting guidelines for web-based or internet surveys as a framework for our approach [26]. A detailed description using the CHERRIES checklist is present in Multimedia Appendix 1. Our methods are consistent with the established recruitment and data collection protocols used by TREC [23,27] and will enable comparison of data not only across the Atlantic Canadian provinces but also with the Western Canadian provinces.
JMIR Res Protoc 2025;14:e66338
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