Evaluation and Research Methodology for mHealth

Authors’ Reply: Foundation Models for Generative AI in Time-Series Forecasting

Rosemary He, Jeffrey Chiang

J Med Internet Res 2025 (Jul 25); 27:e79772

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Foundation Models for Generative AI in Time-Series Forecasting

Diva Beltramin, Cedric Bousquet

J Med Internet Res 2025 (Jul 25); 27:e76964

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Evaluating the Construct Validity and Sensitivity to Change of the Klenico Depression Domain in Psychotherapeutic Inpatient Care: Instrument Validation Study

Stefan Reutimann, Jasmin Steiner, Noah Hübscher, Ulrich Voderholzer, Adrian Meule, Mareike Augsburger

JMIR Form Res 2025 (Jul 24); 9:e50504

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Current Practice and Expert Perspectives on Cultural Adaptations of Digital Health Interventions: Qualitative Study

Vasileios Nittas, Sarah J Chavez, Paola Daniore

JMIR Mhealth Uhealth 2025 (Jul 18); 13:e59965

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Patterns of Engagement With the mHealth Component of a Sexual and Reproductive Health Risk Reduction Intervention for Young People With Depression: Latent Trajectory Analysis

Lydia A Shrier, Carly E Milliren, Brittany Ciriello, Madison M O'Connell, Sion Kim Harris

JMIR Mhealth Uhealth 2025 (Jul 11); 13:e70219

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Integrating CEN ISO/TS 82304-2 in the Catalan Health App Assessment Framework: Comparative Case Study

Berta Llebot Casajuana, Petra Hoogendoorn, Maria Villalobos-Quesada, Carme Pratdepàdua Bufill

JMIR Mhealth Uhealth 2025 (Jun 04); 13:e67858

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Preferences and Willingness to Pay for Health App Assessments Among Health Care Stakeholders: Discrete Choice Experiment

Anna-Lena Frey, Simon Leigh, Carla Toro, Carme Pratdepàdua Bufill, Charles McCay, Tatjana Prenđa Trupec, Giuseppe D'Avenio, Menno Kok, Antanas Montvila, Philipp Goedecker, Petra Hoogendoorn

JMIR Mhealth Uhealth 2025 (May 26); 13:e57474

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Understanding the Relationship Between Ecological Momentary Assessment Methods, Sensed Behavior, and Responsiveness: Cross-Study Analysis

Diane Cook, Aiden Walker, Bryan Minor, Catherine Luna, Sarah Tomaszewski Farias, Lisa Wiese, Raven Weaver, Maureen Schmitter-Edgecombe

JMIR Mhealth Uhealth 2025 (Apr 10); 13:e57018

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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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