The Usage Effects, Effect Modifiers, and Experiences of a Web-Based App for Healthy Habit Formation in Adults: Exploratory Analysis of a Quasi-Experimental Real-World Intervention

Eeva Rantala, Mikko Valtanen, Adil Umer, Suvi Parikka, Jussi Pihlajamäki, Ilona Ruotsalainen, Jaana Lindström

Open source

DOI
10.2196/84076
Published
2026-09-21
Container
JMIR mHealth and uHealth
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/84076,
  title = {The Usage Effects, Effect Modifiers, and Experiences of a Web-Based App for Healthy Habit Formation in Adults: Exploratory Analysis of a Quasi-Experimental Real-World Intervention},
  author = {Eeva Rantala and Mikko Valtanen and Adil Umer and Suvi Parikka and Jussi Pihlajamäki and Ilona Ruotsalainen and Jaana Lindström},
  year = {2026},
  journal = {JMIR mHealth and uHealth},
  doi = {10.2196/84076},
  url = {https://doi.org/10.2196/84076}
}

RIS

TY  - JOUR
TI  - The Usage Effects, Effect Modifiers, and Experiences of a Web-Based App for Healthy Habit Formation in Adults: Exploratory Analysis of a Quasi-Experimental Real-World Intervention
AU  - Eeva Rantala
AU  - Mikko Valtanen
AU  - Adil Umer
AU  - Suvi Parikka
AU  - Jussi Pihlajamäki
AU  - Ilona Ruotsalainen
AU  - Jaana Lindström
PY  - 2026
JO  - JMIR mHealth and uHealth
DO  - 10.2196/84076
UR  - https://doi.org/10.2196/84076
ER  - 

APA

Rantala, E., Valtanen, M., Umer, A., Parikka, S., Pihlajamäki, J., Ruotsalainen, I., & Lindström, J. (2026). The Usage Effects, Effect Modifiers, and Experiences of a Web-Based App for Healthy Habit Formation in Adults: Exploratory Analysis of a Quasi-Experimental Real-World Intervention. JMIR mHealth and uHealth. https://doi.org/10.2196/84076

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