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Accepted for/Published in: JMIR Human Factors

Date Submitted: Jun 11, 2024
Date Accepted: Nov 20, 2025

The final, peer-reviewed published version of this preprint can be found here:

Use of the ME-BYO Index, a Mobile Health App, During an Online Strength Training Program in Adults: Fidelity, Feasibility, and Acceptability Study

Saito Y, Kikuchi N, Watanabe K, Nakamura S, Narimatsu H

Use of the ME-BYO Index, a Mobile Health App, During an Online Strength Training Program in Adults: Fidelity, Feasibility, and Acceptability Study

JMIR Hum Factors 2025;12:e63123

DOI: 10.2196/63123

PMID: 41401438

PMCID: 12707806

Fidelity, feasibility, and acceptability of a mobile health application during an online strength training program—the ME-BYO index—based on a local government in Japan

  • Yoshinobu Saito; 
  • Naoki Kikuchi; 
  • Kaname Watanabe; 
  • Sho Nakamura; 
  • Hiroto Narimatsu

ABSTRACT

Background:

Although various applications have been developed to support health behaviors, they are mostly commercial, possibly limiting the number of users. The ME-BYO index was developed by Kanagawa Prefecture in 2019 to comprehensively and numerically measure and visualize an individual's current health status and future disease risk by quantifying data. The ME-BYO index is free of charge, so it can be made available to as many prefectural residents as possible for health promotion. Effective online strength training programs are being developed that, when combined with ME-BYO index measurements, will help with both exercise habits and health management.

Objective:

In this study, we aimed to validate the feasibility and acceptability of self-measurement using the ME-BYO index during the implementation of an online strength training program.

Methods:

Participants were 23 adults aged 40 years or older. The strength-training program was performed twice a week for 8 weeks (16 sessions in total), and the ME-BYO index was explained to the participants so that they could measure the ME-BYO index with a smartphone on the day of the strength-training program, before its implementation. The ME-BYO index during the study period was continuously collected from the ME-BYO records, and the ME-BYO index adherence rate was calculated. Questionnaires were used to assess the feasibility (difficulty of measurement and motivation to improve lifestyle) and acceptability (intention to maintain measurement and appropriate frequency of measurement) of implementing and continuing the ME-BYO index measurements. Changes in the ME-BYO index between the first and second halves of the program period, examination of items strongly related to changes in the ME-BYO index, and a comparison of physical fitness and health outcomes before and after the program period were conducted.

Results:

The ME-BYO index adherence rate during the strength training program was 89.4%. Regarding acceptability, the participants were highly motivated to continue measuring the ME-BYO index (77%), and the appropriate frequency of measurement was once a week and twice a week (31% and 31%, respectively). Panel data analysis of the self-measured ME-BYO index showed no significant change in the ME-BYO index score; however, it increased to a higher score. Examination of the items that increased the overall score indicated that systolic blood pressure, mental resilience, and Mini-Cog scores were the relevant factors. The pre- and post-program measurements showed no significant changes in items other than physical fitness.

Conclusions:

The feasibility and acceptability of measuring the ME-BYO index during a regular online strength-training program were high, suggesting that self-measurement of the ME-BYO index could be used to implement and maintain healthy behaviors. Importantly, the feasibility and acceptability of the application, provided free of charge to the public sector, were confirmed, suggesting that it can be recommended as a basic health application. Clinical Trial: Study of the Effects of an Online Resistance Training Program in the Workplace on ME-BYO Index, Cognitive Function, and Work Engagement, and Research Toward Social Implementation of the Program UMIN000052499 https://center6.umin.ac.jp/cgi-bin/icdr_e/ctr_view.cgi?recptno=R000059909


 Citation

Please cite as:

Saito Y, Kikuchi N, Watanabe K, Nakamura S, Narimatsu H

Use of the ME-BYO Index, a Mobile Health App, During an Online Strength Training Program in Adults: Fidelity, Feasibility, and Acceptability Study

JMIR Hum Factors 2025;12:e63123

DOI: 10.2196/63123

PMID: 41401438

PMCID: 12707806

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