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Online-Based Recruitment Methods for Community-Dwelling Older Adults: Scoping Review and Lessons Learned From the PLAN Trial

Online-Based Recruitment Methods for Community-Dwelling Older Adults: Scoping Review and Lessons Learned From the PLAN Trial

Despite rapid technological advancement and a considerably aging US population, there remains a gap in the literature pertaining to online-based recruitment strategies for older adults.

Deborah Min, Ji-Young Yun, Chad Parslow, Anushka Jajodia, Hae-Ra Han

J Med Internet Res 2025;27:e55082

Rehabilomics Strategies Enabled by Cloud-Based Rehabilitation: Scoping Review

Rehabilomics Strategies Enabled by Cloud-Based Rehabilitation: Scoping Review

By examining the integration of cloud-based technologies with rehabilomics strategies, we aim to contribute to understanding how these approaches can be harnessed to optimize rehabilitation interventions and ultimately improve patient outcomes. Therefore, this study examined the latest trends through a scoping review of cloud-based rehabilitation. Accordingly, we sought to derive strategies for rehabilomics.

Sejun Oh, SangHeon Lee

J Med Internet Res 2025;27:e54790

Enhancing Clinicians’ Use of Electronic Patient-Reported Outcome Measures in Outpatient Care: Mixed Methods Study

Enhancing Clinicians’ Use of Electronic Patient-Reported Outcome Measures in Outpatient Care: Mixed Methods Study

Second, we aimed to develop knowledge on the organizational-level strategies implemented to enhance clinicians’ use of PROM data from 2020 to 2023. This includes understanding the underlying rationales for these strategies and identifying any strategies that appear missing to address barriers or leverage facilitators. Third, we aimed to investigate the key factors driving and constraining clinicians’ use of PROMs in 2023.

Veerle van Engen, Igna Bonfrer, Kees Ahaus, Monique Den Hollander-Ardon, Ingrid Peters, Martina Buljac-Samardzic

J Med Internet Res 2024;26:e60306

Empowering Mental Health Monitoring Using a Macro-Micro Personalization Framework for Multimodal-Multitask Learning: Descriptive Study

Empowering Mental Health Monitoring Using a Macro-Micro Personalization Framework for Multimodal-Multitask Learning: Descriptive Study

This is further advanced by groundbreaking approaches like those proposed by Gerczuk et al [42], using zero-shot personalization strategies for large speech foundation models in mood recognition. The application of artificial intelligence and deep learning techniques in mental health monitoring has seen significant growth. A comprehensive review by Su et al [43] highlights the potential of deep learning models in analyzing multimodal data for mental health assessment.

Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Zixing Zhang, Zhe Nan, Muxuan Tang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Björn Schuller, Yoshiharu Yamamoto

JMIR Ment Health 2024;11:e59512

Development of Promising Interventions to Improve Human Papillomavirus Vaccination in a School-Based Program in Quebec, Canada: Results From a Formative Evaluation Using a Mixed Methods Design

Development of Promising Interventions to Improve Human Papillomavirus Vaccination in a School-Based Program in Quebec, Canada: Results From a Formative Evaluation Using a Mixed Methods Design

Various strategies and actions were proposed by the key informants consulted. These included improving the information provided to parents (eg, parent information sessions) and better support to school nurses (ie, training and availability of tools) [8]. Although there is strong evidence that different interventions are effective in enhancing vaccine acceptance and uptake, fewer studies have tested interventions targeting specifically HPV vaccination in school-based programs [15,16].

Maude Dionne, Chantal Sauvageau, Doriane Etienne, Marilou Kiely, Holly Witteman, Eve Dubé

JMIR Form Res 2024;8:e57118

Drug-Resistant Tuberculosis Case-Finding Strategies: Scoping Review

Drug-Resistant Tuberculosis Case-Finding Strategies: Scoping Review

To our knowledge, systematic reviews assessing the effectiveness, cost-effectiveness, acceptability, and feasibility of different DR-TB case-finding strategies to inform research, policy, and practice, have not been conducted and it is unknown whether enough research exists to conduct such reviews. It is also unknown whether case-finding strategies are similar for DR-TB and DS-TB and whether we can draw on findings from DS-TB reviews to inform decisions on DR-TB case-finding strategies.

Susanna S van Wyk, Marriott Nliwasa, Fang-Wen Lu, Chih-Chan Lan, James A Seddon, Graeme Hoddinott, Lario Viljoen, Gunar Günther, Nunurai Ruswa, N Sarita Shah, Mareli Claassens

JMIR Public Health Surveill 2024;10:e46137

Lack of Diversity in Research on Females with Ehlers-Danlos Syndromes: Recruitment Protocol for a Quantitative Online Survey

Lack of Diversity in Research on Females with Ehlers-Danlos Syndromes: Recruitment Protocol for a Quantitative Online Survey

The purpose of this study is to discuss the challenges, strategies, and outcomes of recruiting people with EDS on social media. We will discuss the protocol used to recruit participants for an online survey examining dyspareunia, pain during sexual intercourse, in people with vaginas who have EDS.

Jennifer E Glayzer, Bethany C Bray, William H Kobak, Alana D Steffen, Judith M Schlaeger

JMIR Res Protoc 2024;13:e53646

Tanzania’s and Germany’s Digital Health Strategies and Their Consistency With the World Health Organization’s Global Strategy on Digital Health 2020-2025: Comparative Policy Analysis

Tanzania’s and Germany’s Digital Health Strategies and Their Consistency With the World Health Organization’s Global Strategy on Digital Health 2020-2025: Comparative Policy Analysis

and Tanzania for their compliance with the GSDH; (4) analysis of similarities and differences between of the strategies of Germany and Tanzania; (5) categorical summary and regrouping into policy, infrastructural, and human factors; and (6) assessment of how new technologies are incorporated in each strategy.

Felix Holl, Jennifer Kircher, Attila J Hertelendy, Felix Sukums, Walter Swoboda

J Med Internet Res 2024;26:e52150

National Initiatives on Salt Substitutes: Scoping Review

National Initiatives on Salt Substitutes: Scoping Review

Salt reduction is one of the most important public health strategies for the prevention and control of hypertension. In China, a high-sodium diet was identified as the third most significant risk factor for both the number of deaths and the percentage of disability-adjusted life-years in 2017, accounting for over 1.5 million fatalities [4].

Bingxuan Kong, Shanyue Yang, Jiewei Long, Yuhan Tang, Yang Liu, Zeng Ge, Shuang Rong, Yangfeng Wu, Gangqiang Ding, Yuexin Yang, Ping Yao, Chao Gao

JMIR Public Health Surveill 2023;9:e45266

Five Strategies Leaders in Academic Medicine Can Implement Now to Enhance Gender Equity

Five Strategies Leaders in Academic Medicine Can Implement Now to Enhance Gender Equity

In this article, we highlight five strategies that leaders in academic medicine can implement now to improve gender equity in the workplace. The eight authors of this paper represent a diverse group of women (eg, race/ethnicity, specialty, geography, age and career stage, and leadership roles) who have extensive experience and scholarship in diversity, equity, and inclusion (DEI).

Jessica M Allan, Amber K Brooks, Cindy Crusto, Lauren D Feld, Amy S Oxentenko, Nancy D Spector, Monica Verduzco-Gutierrez, Julie K Silver

J Med Internet Res 2023;25:e47933