Evaluation and Research Methodology for mHealth

Best Practices and Recommendations for Research Using Virtual Real-Time Data Collection: Protocol for Virtual Data Collection Studies

Jasmin Sanchez, Amanda Trofholz, Jerica M Berge

JMIR Res Protoc 2024 (May 14); 13:e53790

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The Evaluation of Generative AI Should Include Repetition to Assess Stability

Lingxuan Zhu, Weiming Mou, Chenglin Hong, Tao Yang, Yancheng Lai, Chang Qi, Anqi Lin, Jian Zhang, Peng Luo

JMIR Mhealth Uhealth 2024 (May 06); 12:e57978

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Assessing the Efficacy of ChatGPT Versus Human Researchers in Identifying Relevant Studies on mHealth Interventions for Improving Medication Adherence in Patients With Ischemic Stroke When Conducting Systematic Reviews: Comparative Analysis

Suebsarn Ruksakulpiwat, Lalipat Phianhasin, Chitchanok Benjasirisan, Kedong Ding, Anuoluwapo Ajibade, Ayanesh Kumar, Cassie Stewart

JMIR Mhealth Uhealth 2024 (May 06); 12:e51526

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Tailored Prompting to Improve Adherence to Image-Based Dietary Assessment: Mixed Methods Study

Lachlan Lee, Rosemary Hall, James Stanley, Jeremy Krebs

JMIR Mhealth Uhealth 2024 (Apr 15); 12:e52074

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Methodological Frameworks and Dimensions to Be Considered in Digital Health Technology Assessment: Scoping Review and Thematic Analysis

Joan Segur-Ferrer, Carolina Moltó-Puigmartí, Roland Pastells-Peiró, Rosa Maria Vivanco-Hidalgo

J Med Internet Res 2024 (Apr 10); 26:e48694

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Attributes, Methods, and Frameworks Used to Evaluate Wearables and Their Companion mHealth Apps: Scoping Review

Preetha Moorthy, Lina Weinert, Christina Schüttler, Laura Svensson, Brita Sedlmayr, Julia Müller, Till Nagel

JMIR Mhealth Uhealth 2024 (Apr 05); 12:e52179

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Translating Suicide Safety Planning Components Into the Design of mHealth App Features: Systematic Review

Kim Gryglewicz, Victoria L Orr, Marissa J McNeil, Lindsay A Taliaferro, Serenea Hines, Taylor L Duffy, Pamela J Wisniewski

JMIR Ment Health 2024 (Mar 28); 11:e52763

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Telehealth Evaluation in the United States: Protocol for a Scoping Review

Yunxi Zhang, Yueh-Yun Lin, Lincy S Lal, Jennifer C Reneker, Elizabeth G Hinton, Saurabh Chandra, J Michael Swint

JMIR Res Protoc 2024 (Mar 28); 13:e55209

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Efficient Machine Reading Comprehension for Health Care Applications: Algorithm Development and Validation of a Context Extraction Approach

Duy-Anh Nguyen, Minyi Li, Gavin Lambert, Ryszard Kowalczyk, Rachael McDonald, Quoc Bao Vo

JMIR Form Res 2024 (Mar 25); 8:e52482

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mHealth App Usability Questionnaire for Stand-Alone mHealth Apps Used by Health Care Providers: Canadian French Translation, Cross-Cultural Adaptation, and Validation (Part 1)

Julie Gagnon, Sebastian Probst, Julie Chartrand, Michelle Lalonde

JMIR Form Res 2024 (Feb 13); 8:e50839

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Reflective Engagement With a Digital Physical Activity Intervention Among People Living With and Beyond Breast Cancer: Mixed Methods Study

Michael C Robertson, Emily Cox-Martin, Karen Basen-Engquist, Elizabeth J Lyons

JMIR Mhealth Uhealth 2024 (Feb 09); 12:e51057

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Investigating Receptivity and Affect Using Machine Learning: Ecological Momentary Assessment and Wearable Sensing Study

Zachary D King, Han Yu, Thomas Vaessen, Inez Myin-Germeys, Akane Sano

JMIR Mhealth Uhealth 2024 (Feb 07); 12:e46347

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Trial Participants’ Perceptions of the Impact of Ecological Momentary Assessment on Smoking Behaviors: Qualitative Analysis

Elizabeth R Stevens, Rina Li, Grace Xiang, Rachel Wisniewski, Sidney Rojas, Katherine O'Connor, Olivia Wilker, Mahathi Vojjala, Omar El-Shahawy, Scott E Sherman

JMIR Mhealth Uhealth 2024 (Jan 16); 12:e52122

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Methodological Insights on Recruitment and Retention From a Remote Randomized Controlled Trial Examining the Effectiveness of an Alcohol Reduction App: Descriptive Analysis Study

Melissa Oldham, Larisa Dinu, Gemma Loebenberg, Matt Field, Matthew Hickman, Susan Michie, Jamie Brown, Claire Garnett

JMIR Form Res 2024 (Jan 05); 8:e51839

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Physical Activity Pattern of Adults With Metabolic Syndrome Risk Factors: Time-Series Cluster Analysis

Junhyoung Kim, Jin-Young Choi, Hana Kim, Taeksang Lee, Jaeyoung Ha, Sangyi Lee, Jungmi Park, Gyeong-Suk Jeon, Sung-il Cho

JMIR Mhealth Uhealth 2023 (Dec 01); 11:e50663

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Predictive Dispatch of Volunteer First Responders: Algorithm Development and Validation

Michael Khalemsky, Anna Khalemsky, Stephen Lankenau, Janna Ataiants, Alexis Roth, Gabriela Marcu, David G Schwartz

JMIR Mhealth Uhealth 2023 (Nov 28); 11:e41551

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Quality of Digital Health Interventions Across Different Health Care Domains: Secondary Data Analysis Study

Maciej Hyzy, Raymond Bond, Maurice Mulvenna, Lu Bai, Alan Dix, Robert Daly, Anna-Lena Frey, Simon Leigh

JMIR Mhealth Uhealth 2023 (Nov 23); 11:e47043

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Biofeedback and Digitalized Motivational Interviewing to Increase Daily Physical Activity: Series of Factorial N-of-1 Randomized Controlled Trials Piloting the Precious App

Johanna Nurmi, Keegan Knittle, Felix Naughton, Stephen Sutton, Todor Ginchev, Fida Khattak, Carmina Castellano-Tejedor, Pilar Lusilla-Palacios, Niklas Ravaja, Ari Haukkala

JMIR Form Res 2023 (Nov 23); 7:e34232

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Association Between the Characteristics of mHealth Apps and User Input During Development and Testing: Secondary Analysis of App Assessment Data

Anna-Lena Frey, Rebecca Baines, Sophie Hunt, Rachael Kent, Tim Andrews, Simon Leigh

JMIR Mhealth Uhealth 2023 (Nov 22); 11:e46937

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Collection and Analysis of Adherence Information for Software as a Medical Device Clinical Trials: Systematic Review

Emily Grayek, Tamar Krishnamurti, Lydia Hu, Olivia Babich, Katherine Warren, Baruch Fischhoff

JMIR Mhealth Uhealth 2023 (Nov 15); 11:e46237

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