Evaluation and Research Methodology for mHealth

Articles published in 2026 in this theme: 17 (scroll down to load remaining articles)

2026

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Key Features of Engagement Strategies in Nutrition Apps for Adults: Scoping Review

Maria F Vasiloglou, Zoë van der Heijden, Eric Antoine Scuccimarra, Alberto Conde Freniche, Desiree A Lucassen, Nienke de Vlieger, Frédéric Ronga, Elske Brouwer-Brolsma, Tamara Bucher

JMIR Mhealth Uhealth 2026 (May 12); 14:e82276

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Studying Contextual and Psychological Predictors of Physical Activity Among Emerging Adults: Protocol for an Ecological Momentary Assessment Study

Sheereen M Harris, Ryan Chen, Calli Naish, Matthew Bourke, Steven R Bray, Matthew Y W Kwan

JMIR Res Protoc 2026 (May 06); 15:e87510

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Grip Strength Estimation Using Input Data From a Commodity Smartphone: Model Development and Validation Study

Komei Tajima, Kaori Ikematsu, Toshiya Isomoto, Kunihiro Kato, Yuta Sugiura

JMIR Hum Factors 2026 (Apr 23); 13:e90316

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Temporal Reproducibility of a Genetic Algorithm–Derived Health Risk Score: Standardized Out-of-Fold Validation Framework (2021-2023)

Yoichiro Aoki, Hiroki Takeda, Kinichi Yokota, Ryoko Yoshida

JMIR Bioinform Biotech 2026 (Apr 21); 7:e85659

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Spanish Version of the mHealth App Usability Questionnaire (S-MAUQ): Translation, Adaptation, and Validation Study

Antonio L Carrillo-León, Juan Falgueras-Cano, Esther Díaz-Mohedo

JMIR Mhealth Uhealth 2026 (Apr 20); 14:e64787

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Home-Based Digital Exercise Program for Patients After Open Repair of Acute Achilles Tendon Rupture: Noninferiority Randomized Controlled Trial

Hui Wang, Tianyi Wu, Jiye He, Lihua Huang, Yanhong Ma, Manrong Xu, Shengdi Lu, Jian Zou

JMIR Mhealth Uhealth 2026 (Mar 19); 14:e78100

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Effects of a Hypertension Management Mobile App on Urinary Sodium Excretion in Patients With Chronic Kidney Disease: Randomized Controlled Trial

Takayuki Kawaoka, Yusuke Sakaguchi, Tatsufumi Oka, Yohei Doi, Ryohei Yamamoto, Isao Matsui, Masayuki Mizui, Jun-Ya Kaimori, Yoshitaka Isaka

JMIR Mhealth Uhealth 2026 (Mar 16); 14:e68447

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Smartphone-Based Interpretable Machine Learning for Classifying Single-Leg Squat Performance Using Trunk, Pelvic, and Knee Kinematics: Cross-Sectional Study

Sihyun Kim, Kyuenam Park

JMIR Mhealth Uhealth 2026 (Mar 12); 14:e85126

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Evaluation of Smartphone Camera Positioning on Artificial Intelligence Pose Estimation Accuracy for Exercise Detection: Observational Study

Eduarda Oliosi, Soraia Ferreira, Ana Paula Giordano, Guilherme Viveiros, José Parraca, Paulo Pereira, Federico Guede-Fernández, Salomé Azevedo

JMIR Mhealth Uhealth 2026 (Mar 05); 14:e82412

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Distinguishing Common Digital Phenotyping and Self-Report Parameters for Monitoring and Predicting Depression: Scoping Review

Lisa Busshart, Milica Petrovic, Rebeka Amin, Ulrich Hegerl

JMIR Mhealth Uhealth 2026 (Mar 02); 14:e70840

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Determining Cluster-Specific Differences in the Number of Days Required to Reliably Predict Habitual Physical Activity: Intraclass Correlation Resampling Analysis

Conor Jordan Murphy, Gabriel M Jouan, Katrin Y Friðgeirsdóttir, Anna Sigridur Islind, Jose M Saavedra, María Óskarsdóttir, Erna Sif Arnardóttir

JMIR Mhealth Uhealth 2026 (Feb 10); 14:e64323

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The Landscape of Mobile Apps for Healthy Eating: Case Study for a Systematic Review and Quality Assessment

Garlene Zamora Zamorano, Alejandro Déniz-García, Alezandra Torres-Castaño, María Luisa Álvarez-Malé, Inger Torhild Gram, Guri Skeie, Ana M Wägner

JMIR Mhealth Uhealth 2026 (Jan 30); 14:e68737

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The Development and Use of AI Chatbots for Health Behavior Change: Scoping Review

Lingyi Fu, Ryan Burns, Yuhuan Xie, Jincheng Shen, Shandian Zhe, Paul Estabrooks, Yang Bai

J Med Internet Res 2026 (Jan 28); 28:e79677

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Exploiting Unsupervised Free-Living Data for Cardiorespiratory Fitness Estimation: Systematic Review and Meta-Analysis

Alexios Dosis, Aron Berger Syversen, Mikolaj R Kowal, Daniel Grant, Jim Tiernan, David Wong, David G Jayne

JMIR Mhealth Uhealth 2026 (Jan 27); 14:e69996

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Feasibility and User Experience of an AI-Supported mHealth Intervention for Remote Life Goal Setting Based on Flow Theory: Exploratory Within-Participant Study

Ippei Yoshida

JMIR Form Res 2026 (Jan 27); 10:e78717

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Efficacy and Safety of Mobile App–Based Metamemory Cognitive Training for Mild Cognitive Impairment: Multicenter Randomized Clinical Trial

Sunyoung Kang, Jung-In Lim, Lukas Stenzel, Keun You Kim, Eosu Kim, Hong Jun Jeon, Doo-Heum Park, Hyun Kook Lim, YongSoo Shim, Jae-Won Jang, Yeshin Kim, Sanghoon Lee, Kee Hyung Park

JMIR Mhealth Uhealth 2026 (Jan 19); 14:e73464

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Intensive, Repeated Self-Report Measures: Should We Be Concerned About Changes in Data Quality Over Time?

Arthur A Stone, Stefan Schneider, Meynard J Toledo, Raymond Hernandez

JMIR Mhealth Uhealth 2026 (Jan 14); 14:e68735

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