An Overview of the Mobile App Rating Scale (MARS) in Health Care Application Assessment

References

• Terhorst Y, Philippi P, Sander LB, Schultchen D, Paganini S, Bardus M, Santo K, Knitza J, Machado GC, Schoeppe S, et al. Validation of the Mobile Application Rating Scale (MARS). PLoS ONE. 2020;15(11):e0241480. doi:10.1371/journal.pone.0241480.
   PubMed Web of Science ®Google Scholar
• Roberts AE, Davenport TA, Wong T, Moon HW, Hickie IB, LaMonica HM. Evaluating the quality and safety of health-related apps and e-tools: adapting the mobile app rating scale and developing a quality assurance protocol. Internet Interv. 2021;24:100379. doi:10.1016/j.invent.2021.100379.
   PubMedGoogle Scholar
• Singh K, Drouin K, Newmark LP, Lee J, Faxvaag A, Rozenblum R, Pabo EA, Landman A, Klinger E, Bates DW, et al. Many mobile health apps target high-need, high-cost populations, but gaps remain. Health Aff (Millwood). 2016;35(12):2310–8. doi:10.1377/hlthaff.2016.0578.
   PubMed Web of Science ®Google Scholar
• Stoyanov SR, Hides L, Kavanagh DJ, Zelenko O, Tjondronegoro D, Mani M. Mobile app rating scale: a new tool for assessing the quality of health mobile apps. JMIR Mhealth Uhealth. 2015;3(1):e27. doi:10.2196/mhealth.3422.
   PubMed Web of Science ®Google Scholar
• Yamamoto K, Ito M, Sakata M, Koizumi S, Hashisako M, Sato M, Stoyanov SR, Furukawa TA. Japanese version of the Mobile App Rating Scale (MARS): development and validation. JMIR Mhealth Uhealth. 2022;10(4):e33725. doi:10.2196/33725.
   PubMed Web of Science ®Google Scholar
• Messner EM, Terhorst Y, Barke A, Baumeister H, Stoyanov S, Hides L, Kavanagh D, Pryss R, Sander L, Probst T, et al. The German version of the Mobile App Rating Scale (MARS-G): development and validation study. JMIR Mhealth Uhealth. 2020;8(3):e14479. doi:10.2196/14479.
   PubMed Web of Science ®Google Scholar
• Bardus M, Awada N, Ghandour LA, Fares EJ, Gherbal T, Al-Zanati T, Stoyanov SR. The Arabic version of the mobile app rating scale: development and validation study. JMIR Mhealth Uhealth. 2020;8(3):e16956. doi:10.2196/16956.
   PubMed Web of Science ®Google Scholar
• Hee Ko KK, Kim SK, Lee Y, Lee JY, Stoyanov SR. Validation of a Korean version of Mobile App Rating Scale (MARS) for apps targeting disease management. Health Inform J. 2022;28(2):14604582221091975. doi:10.1177/14604582221091975.
   Google Scholar
• Mendi O, Kiymac Sari M, Stoyanov S, Mendi B. Development and validation of the Turkish version of the Mobile App Rating Scale - MARS-TR. Int J Med Inform. 2022;166:104843. doi:10.1016/j.ijmedinf.2022.104843.
   PubMed Web of Science ®Google Scholar
• Barzegari S, Sharifi Kia A, Bardus M, Stoyanov SR, GhaziSaeedi M, Rafizadeh M. The Persian version of the Mobile Application Rating Scale (MARS-Fa): translation and validation study. JMIR Form Res. 2022;6(12):e42225. doi:10.2196/42225.
   PubMedGoogle Scholar
• Davalbhakta S, Advani S, Kumar S, Agarwal V, Bhoyar S, Fedirko E, Misra DP, Goel A, Gupta L, Agarwal V, et al. A systematic review of smartphone applications available for Corona Virus Disease 2019 (COVID19) and the assessment of their quality using the Mobile Application Rating Scale (MARS). J Med Syst. 2020;44(9):164. doi:10.1007/s10916-020-01633-3.
   PubMed Web of Science ®Google Scholar
• Myers A, Chesebrough L, Hu R, Turchioe MR, Pathak J, Creber RM. Evaluating commercially available mobile apps for depression self- management. AMIA Annu Symp Proc. 2020;2020:906–14.
   PubMedGoogle Scholar
• Islam SMS, Mishra V, Siddiqui MU, Moses JC, Adibi S, Nguyen L, Wickramasinghe N. Smartphone apps for diabetes medication adherence: systematic review. JMIR Diabetes. 2022;7(2):e33264. doi:10.2196/33264.
   PubMedGoogle Scholar
• Kim BY, Sharafoddini A, Tran N, Wen EY, Lee J. Consumer mobile apps for potential drug-drug interaction check: systematic review and content analysis using the Mobile App Rating Scale (MARS). JMIR Mhealth Uhealth. 2018;6(3):e74. doi:10.2196/mhealth.8613.
   PubMed Web of Science ®Google Scholar
• Messner EM, Sturm N, Terhorst Y, Sander LB, Schultchen D, Portenhauser A, Schmidbaur S, Stach M, Klaus J, Baumeister H, et al. Mobile apps for the management of gastrointestinal diseases: systematic search and evaluation within app stores. J Med Internet Res. 2022;24(10):e37497. doi:10.2196/37497.
   PubMed Web of Science ®Google Scholar
• Topf JM, Williams PN. COVID-19, social media, and the role of the public physician. Blood Purif. 2021;50(4–5):1–7. doi:10.1159/000512707.
   Web of Science ®Google Scholar
• The U.S. Surgeon General’s Advisory. Protecting youth mental health: US department of health and human services [Internet]. 2021 [accessed 2023 Sept 22]. https://www.hhs.gov/sites/default/files/surgeon-general-youth-mental-health-advisory.pdf.
   Google Scholar
• International Diabetes Federation. Percentage of diabetics in the global adult population in 2021, 2030, and 2045 [Internet]. Statista Inc; 2021 [accessed 2023 Sept 25]. https://www.statista.com/statistics/271464/percentage-of-diabetics-worldwide/.
   Google Scholar
• Bethi Y, Shewade DG, Dutta TK, Gitanjali B. Prevalence and predictors of potential drug-drug interactions in patients of internal medicine wards of a tertiary care hospital in India. Eur J Hosp Pharm. 2018;25(6):317–21. doi:10.1136/ejhpharm-2017-001272.
   PubMedGoogle Scholar
• Peery AF, Crockett SD, Murphy CC, Lund JL, Dellon ES, Williams JL, Jensen ET, Shaheen NJ, Barritt AS, Lieber SR, et al. Burden and cost of gastrointestinal, liver, and pancreatic diseases in the United States: update 2018. Gastroenterology. 2019;156(1):254–72.e11. doi:10.1053/j.gastro.2018.08.063.
   PubMed Web of Science ®Google Scholar
• LeBeau K, Huey LG, Hart M. Assessing the quality of mobile apps used by occupational therapists: evaluation using the user version of the mobile application rating scale. JMIR Mhealth Uhealth. 2019;7(5):e13019. doi:10.2196/13019.
   PubMed Web of Science ®Google Scholar
• Stoyanov SR, Hides L, Kavanagh DJ, Wilson H. Development and validation of the user version of the Mobile Application Rating Scale (uMARS). JMIR Mhealth Uhealth. 2016;4(2):e72. doi:10.2196/mhealth.5849.
   PubMed Web of Science ®Google Scholar
• Lambrecht A, Vuillerme N, Raab C, Simon D, Messner EM, Hagen M, Bayat S, Kleyer A, Aubourg T, Schett G, et al. Quality of a supporting mobile app for rheumatic patients: patient-based assessment using the User Version of the Mobile Application Scale (uMARS). Front Med. 2021;8:715345 doi:10.3389/fmed.2021.715345.
   Web of Science ®Google Scholar
• Nowlain L. Give information the CRAAP test [Internet]. 2020 [accessed 2023 Oct 5]. https://www.alsc.ala.org/blog/2020/04/information-literacy-for-parents/craap/.
   Google Scholar
• Hurst EJ. Evaluating health and wellness mobile applications. J Hosp Librariansh. 2018;18(3):266–78. doi:10.1080/15323269.2018.1472928.
   Google Scholar
• Caulfield M. SIFT (the four moves) [Internet]. 2021 [accessed 2023 Oct 5]. https://hapgood.us/2019/06/19/sift-the-four-moves/.
   Google Scholar
• Azad-Khaneghah P, Neubauer N, Miguel Cruz A, Liu L. Mobile health app usability and quality rating scales: a systematic review. Disabil Rehabil Assist Technol. 2021;16(7):712–21. doi:10.1080/17483107.2019.1701103.
   PubMed Web of Science ®Google Scholar
• Brooke J. SUS: a quick and dirty usability scale. Usability Eval Ind. 1996;189(3):189–94.
   Google Scholar
• Davis FD. Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Q. 1989;13(3):319–40. doi:10.2307/249008.
   Web of Science ®Google Scholar