Quality of Physical Activity Apps: Systematic Search in App Stores and Content Analysis

被引:21
作者
Paganini, Sarah [1 ]
Terhorst, Yannik [2 ]
Sander, Lasse Bosse [3 ]
Catic, Selma [2 ]
Balci, Sumeyye [2 ]
Kuechler, Ann-Marie [2 ]
Schultchen, Dana [4 ]
Plaumann, Katrin [5 ]
Sturmbauer, Sarah [6 ]
Kraemer, Lena Violetta [3 ]
Lin, Jiaxi [7 ]
Wurst, Ramona [1 ]
Pryss, Ruediger [8 ]
Baumeister, Harald [2 ]
Messner, Eva-Maria [2 ]
机构
[1] Albert Ludwigs Univ Freiburg, Inst Sports & Sport Sci, Dept Sport Psychol, Freiburg, Germany
[2] Ulm Univ, Inst Psychol & Educ, Dept Clin Psychol & Psychotherapy, Lise Meitner Str 16, D-89081 Ulm, Germany
[3] Albert Ludwigs Univ Freiburg, Inst Psychol, Dept Rehabil Psychol & Psychotherapy, Freiburg, Germany
[4] Ulm Univ, Inst Psychol & Educ, Dept Clin & Hlth Psychol, Ulm, Germany
[5] Ulm Univ, Inst Media Informat, Ulm, Germany
[6] Friedrich Alexander Univ Erlangen Nurnberg, Dept Psychol, Chair Hlth Psychol, Erlangen, Germany
[7] Univ Freiburg, Fac Med, Dept Psychiat & Psychotherapy Med Ctr, Freiburg, Germany
[8] Univ Wurzburg, Inst Clin Epidemiol & Biometry, Wurzburg, Germany
关键词
sports; exercise; mobile apps; mHealth; quality indicators; systematic review; BEHAVIOR-CHANGE TECHNIQUES; HEALTH; INACTIVITY;
D O I
10.2196/22587
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Physical inactivity is a major contributor to the development and persistence of chronic diseases. Mobile health apps that foster physical activity have the potential to assist in behavior change. However, the quality of the mobile health apps available in app stores is hard to assess for making informed decisions by end users and health care providers. Objective: This study aimed at systematically reviewing and analyzing the content and quality of physical activity apps available in the 2 major app stores (Google Play and App Store) by using the German version of the Mobile App Rating Scale (MARS-G). Moreover, the privacy and security measures were assessed. Methods: A web crawler was used to systematically search for apps promoting physical activity in the Google Play store and App Store. Two independent raters used the MARS-G to assess app quality. Further, app characteristics, content and functions, and privacy and security measures were assessed. The correlation between user star ratings and MARS was calculated. Exploratory regression analysis was conducted to determine relevant predictors for the overall quality of physical activity apps. Results: Of the 2231 identified apps, 312 met the inclusion criteria. The results indicated that the overall quality was moderate (mean 3.60 [SD 0.59], range 1-4.75). The scores of the subscales, that is, information (mean 3.24 [SD 0.56], range 1.17-4.4), engagement (mean 3.19 [SD 0.82], range 1.2-5), aesthetics (mean 3.65 [SD 0.79], range 1-5), and functionality (mean 4.35 [SD 0.58], range 1.88-5) were obtained. An efficacy study could not be identified for any of the included apps. The features of data security and privacy were mainly not applied. Average user ratings showed significant small correlations with the MARS ratings (r=0.22, 95% CI 0.08-0.35; P<.001). The amount of content and number of functions were predictive of the overall quality of these physical activity apps, whereas app store and price were not. Conclusions: Apps for physical activity showed a broad range of quality ratings, with moderate overall quality ratings. Given the present privacy, security, and evidence concerns inherent to most rated apps, their medical use is questionable. There is a need for open-source databases of expert quality ratings to foster informed health care decisions by users and health care providers. (JMIR Mhealth Uhealth 2021;9(6):e22587) doi: 10.2196/22587
引用
收藏
页数:12
相关论文
共 50 条
[41]   The Quality of Mobile Apps Used for the Identification of Pressure Ulcers in Adults: Systematic Survey and Review of Apps in App Stores [J].
Koepp, Janine ;
Baron, Miriam Viviane ;
Hernandes Martins, Paulo Ricardo ;
Brandenburg, Cristine ;
Frare Kira, Ariane Tieko ;
Trindade, Vanessa Devens ;
Ley Dominguez, Luis Manuel ;
Carneiro, Marcelo ;
Frozza, Rejane ;
Possuelo, Lia Goncalves ;
De Mello Pinto, Marcus Vinicius ;
Kipper, Liane Mahlmann ;
Pinheiro da Costa, Bartira Ercilia .
JMIR MHEALTH AND UHEALTH, 2020, 8 (06)
[42]   Characteristics of Mobile Health Platforms for Depression and Anxiety: Content Analysis Through a Systematic Review of the Literature and Systematic Search of Two App Stores [J].
Leong, Qiao Ying ;
Sridhar, Shreya ;
Blasiak, Agata ;
Tadeo, Xavier ;
Yeo, GeckHong ;
Remus, Alexandria ;
Ho, Dean .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2022, 24 (02)
[43]   The Effects of Gamification and Oral Self-Care on Oral Hygiene in Children: Systematic Search in App Stores and Evaluation of Apps [J].
Fijacko, Nino ;
Gosak, Lucija ;
Cilar, Leona ;
Novsak, Alenka ;
Creber, Ruth Masterson ;
Skok, Pavel ;
Stiglic, Gregor .
JMIR MHEALTH AND UHEALTH, 2020, 8 (07)
[44]   Self-Management Support Apps for Spinal Cord Injury: Results of a Systematic Search in App Stores and Mobile App Rating Scale Evaluation [J].
Bernard, Renaldo M. ;
Seijas, Vanessa ;
Davis, Micheal ;
Volkova, Anel ;
Diviani, Nicola ;
Luescher, Janina ;
Sabariego, Carla .
JMIR MHEALTH AND UHEALTH, 2024, 12
[45]   Behavior Change Support Systems for Self-Treating Procrastination: Systematic Search in App Stores and Analysis of Motivational Design Archetypes [J].
Kirchner-Krath, Jeanine ;
Schmidt-Kraepelin, Manuel ;
Schmaehl, Katharina ;
Schuetz, Christoph ;
Morschheuser, Benedikt ;
Sunyaev, Ali .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2025, 27
[46]   Identification of the Most Suitable Mobile Apps to Support Dietary Approaches to Stop Hypertension (DASH) Diet Self-Management: Systematic Search of App Stores and Content Analysis [J].
Alnooh, Ghadah ;
Alessa, Tourkiah ;
Noorwali, Essra ;
Albar, Salwa ;
Williams, Elizabeth ;
de Witte, Luc P. P. ;
Hawley, Mark S. S. .
NUTRIENTS, 2023, 15 (15)
[47]   Content and quality of physical activity ontologies: a systematic review [J].
Braun, Maya ;
Carlier, Stephanie ;
De Backere, Femke ;
De Paepe, Annick ;
Van De Velde, Marie ;
Van Dyck, Delfien ;
Marques, Marta M. ;
De Turck, Filip ;
Crombez, Geert .
INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY, 2023, 20 (01)
[48]   Android and iPhone Mobile Apps for Psychosocial Wellness and Stress Management: Systematic Search in App Stores and Literature Review [J].
Lau, Nancy ;
O'Daffer, Alison ;
Colt, Susannah ;
Yi-Frazier, Joyce P. ;
Palermo, Tonya M. ;
McCauley, Elizabeth ;
Rosenberg, Abby R. .
JMIR MHEALTH AND UHEALTH, 2020, 8 (05)
[49]   Mobile Apps for Patients with Peritoneal Dialysis: Systematic App Search and Evaluation [J].
Chao, Shu-Mei ;
Wang, Ming-Ling ;
Fang, Yu-Wen ;
Lin, Mei-Ling ;
Chen, Shu-Fen .
HEALTHCARE, 2024, 12 (07)
[50]   Nutrition-Related Mobile Apps in the French App Stores: Assessment of Functionality and Quality [J].
Martinon, Prescilla ;
Saliasi, Ina ;
Bourgeois, Denis ;
Smentek, Colette ;
Dussart, Claude ;
Fraticelli, Laurie ;
Carrouel, Florence .
JMIR MHEALTH AND UHEALTH, 2022, 10 (03)