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Review
. 2015 Feb 26;3(1):e20.
doi: 10.2196/mhealth.3335.

Behavioral functionality of mobile apps in health interventions: a systematic review of the literature

Hannah E Payne  1 , Cameron Lister, Joshua H West, Jay M Bernhardt
Affiliations
Review

Behavioral functionality of mobile apps in health interventions: a systematic review of the literature

Hannah E Payne et al. JMIR Mhealth Uhealth. .

Abstract

Background: Several thousand mobile phone apps are available to download to mobile phones for health and fitness. Mobile phones may provide a unique means of administering health interventions to populations.

Objective: The purpose of this systematic review was to systematically search and describe the literature on mobile apps used in health behavior interventions, describe the behavioral features and focus of health apps, and to evaluate the potential of apps to disseminate health behavior interventions.

Methods: We conducted a review of the literature in September 2014 using key search terms in several relevant scientific journal databases. Only English articles pertaining to health interventions using mobile phone apps were included in the final sample.

Results: The 24 studies identified for this review were primarily feasibility and pilot studies of mobile apps with small sample sizes. All studies were informed by behavioral theories or strategies, with self-monitoring as the most common construct. Acceptability of mobile phone apps was high among mobile phone users.

Conclusions: The lack of large sample studies using mobile phone apps may signal a need for additional studies on the potential use of mobile apps to assist individuals in changing their health behaviors. Of these studies, there is early evidence that apps are well received by users. Based on available research, mobile apps may be considered a feasible and acceptable means of administering health interventions, but a greater number of studies and more rigorous research and evaluations are needed to determine efficacy and establish evidence for best practices.

Keywords: app; health behavior; interventions; smartphone; systematic review.

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Conflict of interest statement

Conflicts of Interest: None declared.

Figures

Figure 1
Figure 1
Systematic review of the literature flowchart.
See this image and copyright information in PMC

References

    1. Arthur C. The Guardian. 2014. Jan 24, [2015-02-12]. The history of smartphones: timeline http://www.theguardian.com/technology/2012/jan/24/smartphones-timeline.
    1. Skillings J. CNET. 2013. May 16, [2015-02-12]. Apple reveals details of 50 billionth App Store download http://www.cnet.com/news/apple-reveals-details-of-50-billionth-app-store...
    1. Essany M. mHealthWatch. 2013. Apr 15, [2014-02-14]. Mobile Health Care Apps Growing Fast in Number http://mhealthwatch.com/mobile-health-care-apps-growing-fast-in-number-2...
    1. Dennison L, Morrison L, Conway G, Yardley L. Opportunities and challenges for smartphone applications in supporting health behavior change: qualitative study. J Med Internet Res. 2013;15(4):e86. doi: 10.2196/jmir.2583. http://www.jmir.org/2013/4/e86/ - DOI - PMC - PubMed
    1. Hebden L, Cook A, van der Ploeg HP, Allman-Farinelli M. Development of smartphone applications for nutrition and physical activity behavior change. JMIR Res Protoc. 2012;1(2):e9. doi: 10.2196/resprot.2205. http://www.researchprotocols.org/2012/2/e9/ - DOI - PMC - PubMed

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