Evaluation and Research Methodology for mHealth

Embedding a Choice Experiment in an Online Decision Aid or Tool: Scoping Review

Nyantara Wickramasekera, Phil Shackley, Donna Rowen

J Med Internet Res 2025 (Mar 21); 27:e59209

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Using Wear Time for the Analysis of Consumer-Grade Wearables’ Data: Case Study Using Fitbit Data

Loubna Baroudi, Ronald Fredrick Zernicke, Muneesh Tewari, Noelle E Carlozzi, Sung Won Choi, Stephen M Cain

JMIR Mhealth Uhealth 2025 (Mar 21); 13:e46149

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Generative AI Models in Time-Varying Biomedical Data: Scoping Review

Rosemary He, Varuni Sarwal, Xinru Qiu, Yongwen Zhuang, Le Zhang, Yue Liu, Jeffrey Chiang

J Med Internet Res 2025 (Mar 10); 27:e59792

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Implementation of a Web-Based Program for Advance Care Planning and Evaluation of its Complexity With the Nonadoption, Abandonment, Scale-Up, Spread, And Sustainability (NASSS) Framework: Qualitative Evaluation Study

Doris van der Smissen, Maud A Schreijer, Lisette J E W C van Gemert-Pijnen, Rudolf M Verdaasdonk, Agnes van der Heide, Ida J Korfage, Judith A C Rietjens

JMIR Aging 2025 (Mar 04); 8:e49507

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Patterns of Skills Review in Smartphone Cognitive Behavioral Therapy for Depression: Observational Study of Intervention Content Use

Emily E Bernstein, Katharine E Daniel, Peyton E Miyares, Susanne S Hoeppner, Kate H Bentley, Ivar Snorrason, Lauren B Fisher, Jennifer L Greenberg, Hilary Weingarden, Oliver Harrison, Sabine Wilhelm

JMIR Ment Health 2025 (Feb 24); 12:e63497

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Subtyping Social Determinants of Health in the "All of Us" Program: Network Analysis and Visualization Study

Suresh K Bhavnani, Weibin Zhang, Daniel Bao, Mukaila Raji, Veronica Ajewole, Rodney Hunter, Yong-Fang Kuo, Susanne Schmidt, Monique R Pappadis, Elise Smith, Alex Bokov, Timothy Reistetter, Shyam Visweswaran, Brian Downer

J Med Internet Res 2025 (Feb 11); 27:e48775

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The Use of Artificial Intelligence and Wearable Inertial Measurement Units in Medicine: Systematic Review

Ricardo Smits Serena, Florian Hinterwimmer, Rainer Burgkart, Rudiger von Eisenhart-Rothe, Daniel Rueckert

JMIR Mhealth Uhealth 2025 (Jan 29); 13:e60521

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Research Participants’ Engagement and Retention in Digital Health Interventions Research: Protocol for Mixed Methods Systematic Review

Luciana Terceiro, Mudassir Imran Mustafa, Maria Hägglund, Anna Kharko

JMIR Res Protoc 2025 (Jan 03); 14:e65099

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Methodological Challenges in Randomized Controlled Trials of mHealth Interventions: Cross-Sectional Survey Study and Consensus-Based Recommendations

Jesus Lopez-Alcalde, L Susan Wieland, Yuqian Yan, Jürgen Barth, Mohammad Reza Khami, Siddharudha Shivalli, Cynthia Lokker, Harleen Kaur Rai, Paul Macharia, Sergi Yun, Elvira Lang, Agnes Bwanika Naggirinya, Concepción Campos-Asensio, Leila Ahmadian, Claudia M Witt

J Med Internet Res 2024 (Dec 19); 26:e53187

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Ecological Momentary Assessment of Mental Health Problems Among University Students: Data Quality Evaluation Study

Ana Portillo-Van Diest, Philippe Mortier, Laura Ballester, Franco Amigo, Paula Carrasco, Raquel Falcó, Margalida Gili, Glenn Kiekens, Francisco H Machancoses, Jose A Piqueras, Marisa Rebagliato, Miquel Roca, Tíscar Rodríguez-Jiménez, Jordi Alonso, Gemma Vilagut

J Med Internet Res 2024 (Dec 10); 26:e55712

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Development of a Web Platform to Facilitate the Implementation and Evaluation of Health Promoting Schools: Protocol for a Double Diamond Design Approach

Gemma Bermejo-Martínez, José Antonio Julián, Víctor José Villanueva-Blasco, Alberto Aibar, Ana Corral-Abós, Alberto Abarca-Sos, Eduardo Generelo, Melania Mur, Manuel Bueno, Elisa Ferrer, Isabel Artero, Luis García-González, Berta Murillo-Pardo, Roberto Ferriz, Susana Menal-Puey, Iva Marques-Lopes, Marta Fajó-Pascual, Eduardo Ibor-Bernalte, Javier Zaragoza Casterad

JMIR Res Protoc 2024 (Nov 20); 13:e52110

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Collecting Real-Time Patient-Reported Outcome Data During Latent Labor: Feasibility Study of the MyCap Mobile App in Prospective Person-Centered Research

Katherine Kissler, Julia C Phillippi, Elise Erickson, Leah Holmes, Ellen Tilden

JMIR Form Res 2024 (Nov 08); 8:e59155

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French Version of the User Mobile Application Rating Scale: Adaptation and Validation Study

Ina Saliasi, Romain Lan, Maryem Rhanoui, Laurie Fraticelli, Stéphane Viennot, Delphine Tardivo, Céline Clément, Benjamin du Sartz de Vigneulles, Sandie Bernard, Adeline Darlington-Bernard, Claude Dussart, Denis Bourgeois, Florence Carrouel

JMIR Mhealth Uhealth 2024 (Oct 24); 12:e63776

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Co-Designing Remote Patient Monitoring Technologies for Inpatients: Systematic Review

Jennifer Sumner, Si Ying Tan, Yuchen Wang, Camille Hui Sze Keck, Eunice Wei Xin Lee, Emily Hwee Hoon Chew, Alexander Wenjun Yip

J Med Internet Res 2024 (Oct 15); 26:e58144

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Usability Assessment Methods for Mobile Apps for Physical Rehabilitation: Umbrella Review

Sylvia Hach, Gemma Alder, Verna Stavric, Denise Taylor, Nada Signal

JMIR Mhealth Uhealth 2024 (Oct 04); 12:e49449

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Italian Version of the mHealth App Usability Questionnaire (Ita-MAUQ): Translation and Validation Study in People With Multiple Sclerosis

Jessica Podda, Erica Grange, Alessia Susini, Andrea Tacchino, Federica Di Antonio, Ludovico Pedullà, Giampaolo Brichetto, Michela Ponzio

JMIR Hum Factors 2024 (Sep 30); 11:e58079

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A Behavior-Based Model to Validate Electronic Systems Designed to Collect Patient-Reported Outcomes: Model Development and Application

Sultan Attamimi, Zoe Marshman, Christopher Deery, Stephen Radley, Fiona Gilchrist

JMIR Form Res 2024 (Sep 17); 8:e56370

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Data Analytics in Physical Activity Studies With Accelerometers: Scoping Review

Ya-Ting Liang, Charlotte Wang, Chuhsing Kate Hsiao

J Med Internet Res 2024 (Sep 11); 26:e59497

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Predicting Long-Term Engagement in mHealth Apps: Comparative Study of Engagement Indices

Yae Won Tak, Jong Won Lee, Junetae Kim, Yura Lee

J Med Internet Res 2024 (Sep 09); 26:e59444

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Automated Pain Spots Recognition Algorithm Provided by a Web Service–Based Platform: Instrument Validation Study

Corrado Cescon, Giuseppe Landolfi, Niko Bonomi, Marco Derboni, Vincenzo Giuffrida, Andrea Emilio Rizzoli, Paolo Maino, Eva Koetsier, Marco Barbero

JMIR Mhealth Uhealth 2024 (Aug 27); 12:e53119

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