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Accepted for/Published in: JMIR Formative Research

Date Submitted: Apr 19, 2023
Date Accepted: Oct 31, 2023

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

Preferences in the Willingness to Download an mHealth App: Discrete Choice Experimental Study in Spain, Germany, and the Netherlands

Folkvord F, Bol N, Stazi G, Peschke L, Lupiáñez-Villanueva F

Preferences in the Willingness to Download an mHealth App: Discrete Choice Experimental Study in Spain, Germany, and the Netherlands

JMIR Form Res 2023;7:e48335

DOI: 10.2196/48335

PMID: 38145470

PMCID: 10775037

Preferences in the willingness to download a mobile health app: A discrete choice experiment in Spain, Germany and the Netherlands

  • Frans Folkvord; 
  • Nadine Bol; 
  • Giacomo Stazi; 
  • Lutz Peschke; 
  • Francisco Lupiáñez-Villanueva

ABSTRACT

Background:

Despite the worldwide growth in mHealth tools and the possible benefits for both patients and healthcare providers, adoption of mHealth is low and only a limited number of studies have examined the intention to download mHealth apps.

Objective:

In the current study, we investigated individuals’ preferences in the adoption of a health app.

Methods:

We conducted a discrete choice experimental study in three countries (Spain [N=800], Germany [N=800], and the Netherlands [N=416]) with four different vignettes (i.e., revenue models, data protection models, recommendation models, manufacturer models) with different attributes. Participants were randomly assigned.

Results:

The results showed that price and data protection were considered important factors that significantly increased the probability to download a mobile health app. In general, the recommendation and the manufacturer affected the probability to download the health app less. However, in Germany and the Netherlands we found that if the app was manufactured by a pharmaceutical company, the probability to download the health app decreased.

Conclusions:

mHealth tools are highly promising to reduce healthcare costs and increase the effectiveness of traditional health interventions and therapies. Improving data protection, reducing costs, and creating sound business models are the major driving forces to increase the adoption of mobile health apps in the future. It is thereby essential to create trustworthy standards for mobile applications, whereby prices, legislation concerning data protection, and health professionals can have a leading role to inform the potential consumers.


 Citation

Please cite as:

Folkvord F, Bol N, Stazi G, Peschke L, Lupiáñez-Villanueva F

Preferences in the Willingness to Download an mHealth App: Discrete Choice Experimental Study in Spain, Germany, and the Netherlands

JMIR Form Res 2023;7:e48335

DOI: 10.2196/48335

PMID: 38145470

PMCID: 10775037

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