This paper is in the following e-collection/theme issue:

Mobile Health (mhealth) (2748) Use and User Demographics of mHealth (311)

Published on in Vol 19, No 4 (2017): April

Who Uses Mobile Phone Health Apps and Does Use Matter? A Secondary Data Analytics Approach

Who Uses Mobile Phone Health Apps and Does Use Matter? A Secondary Data Analytics Approach

Who Uses Mobile Phone Health Apps and Does Use Matter? A Secondary Data Analytics Approach

Authors of this article:

Jennifer K Carroll1 Author Orcid Image ;   Anne Moorhead2 Author Orcid Image ;   Raymond Bond3 Author Orcid Image ;   William G LeBlanc1 Author Orcid Image ;   Robert J Petrella4 Author Orcid Image ;   Kevin Fiscella5 Author Orcid Image
Article Authors Cited by (331) Tweetations (136) Metrics

Journals

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  224. Mbotwa C, Kazaura M, Moen K, Leshabari M, Metta E, Leyna G, Mmbaga E. Predictors of mHealth use in promoting adherence to pre-exposure prophylaxis among female sex workers: an evaluation of the Jichunge intervention in Dar es Salaam, Tanzania. BMC Health Services Research 2022;22(1) View
  225. Kongjit C, Nimmolrat A, Khamaksorn A. Mobile health application for Thai women: investigation and model. BMC Medical Informatics and Decision Making 2022;22(1) View
  226. Biswas M, Tania M, Kaiser M, Kabir R, Mahmud M, Kemal A, Rashid J. ACCU3RATE: A mobile health application rating scale based on user reviews. PLOS ONE 2021;16(12):e0258050 View
  227. Bernhart J, Fellers A, Turner-McGrievy G, Wilson M, Hutto B. Socially Distanced Data Collection: Lessons Learned Using Electronic Bluetooth Scales to Assess Weight. Health Education & Behavior 2022;49(5):765 View
  228. Pontin F, Lomax N, Clarke G, Morris M. Characterisation of Temporal Patterns in Step Count Behaviour from Smartphone App Data: An Unsupervised Machine Learning Approach. International Journal of Environmental Research and Public Health 2021;18(21):11476 View
  229. Nitkowski J, Pitts M. Qualitative analysis of user reviews from Nurx and Planned Parenthood Direct: what user experiences reveal about telecontraception apps. Sexual Health 2022;19(5):417 View
  230. Jeem Y, Andriani R, Nabila R, Emelia D, Lazuardi L, Koesnanto H. The Use of Mobile Health Interventions for Outcomes among Middle-Aged and Elderly Patients with Prediabetes: A Systematic Review. International Journal of Environmental Research and Public Health 2022;19(20):13638 View
  231. Figueroa C, Murayama H, Amorim P, White A, Quiterio A, Luo T, Aguilera A, Smith A, Lyles C, Robinson V, von Vacano C. Applying the Digital Health Social Justice Guide. Frontiers in Digital Health 2022;4 View
  232. Kulikova M, Kalinina A, Kontsevaya A, Drapkina O. Remote control of weight loss using the Doctor PM mobile app: the views of patients and healthcare professionals. Profilakticheskaya meditsina 2022;25(10):35 View
  233. KÜRTÜNCÜ M, KURT A, ARSLAN N. AN EXAMINATION OF NURSES’ ACCEPTANCE OF MOBILE HEALTH APPLICATIONS. Clinical and Experimental Health Sciences 2021;11(4):865 View
  234. Maphosa V. Delivering a Drug Information App to Underserved Communities: A User-Centered Design Approach. Journal of Global Information Technology Management 2022;25(4):286 View
  235. Öeren M, Jordan I, Coughlin D, Turnbull S. Improving Access to Behavioral Strategies to Improve Mental Well-being With an Entertaining Breakfast Show App: Feasibility Evaluation Study. JMIR Formative Research 2022;6(3):e25715 View
  236. Schomakers E, Lidynia C, Vervier L, Calero Valdez A, Ziefle M. Applying an Extended UTAUT2 Model to Explain User Acceptance of Lifestyle and Therapy Mobile Health Apps: Survey Study. JMIR mHealth and uHealth 2022;10(1):e27095 View
  237. Buss V, Varnfield M, Harris M, Barr M. Remotely Conducted App-Based Intervention for Cardiovascular Disease and Diabetes Risk Awareness and Prevention: Single-Group Feasibility Trial. JMIR Human Factors 2022;9(3):e38469 View
  238. Grundy Q. A Review of the Quality and Impact of Mobile Health Apps. Annual Review of Public Health 2022;43(1):117 View
  239. Özkan Ö, Şahinol M, Aydinoglu A, Aydin Son Y. Reflections on Turkish Personal Data Protection Law and Genetic Data in Focus Group Discussions. NanoEthics 2022;16(3):297 View
  240. Curchoe C. Smartphone Applications for Reproduction: From Rigorously Validated and Clinically Relevant to Potentially Harmful. EMJ Reproductive Health 2020:85 View
  241. Park D, Kim H. Determinants of Intentions to Use Digital Mental Healthcare Content among University Students, Faculty, and Staff: Motivation, Perceived Usefulness, Perceived Ease of Use, and Parasocial Interaction with AI Chatbot. Sustainability 2023;15(1):872 View
  242. Torres L, Lee J, Park S, Di Lorenzo R, Branam J, Fraser S, Salisbury B. Retention, Fasting Patterns, and Weight Loss With an Intermittent Fasting App: Large-Scale, 52-Week Observational Study. JMIR mHealth and uHealth 2022;10(10):e35896 View
  243. Fu S, Fang J, Cai Z, Lim E, Tan C, Yang H. Advancing health-related abilities and behaviors via health apps: a large-scale survey from self-regulation perspective. Internet Research 2022;32(4):1097 View
  244. Szinay D, Forbes C, Busse H, DeSmet A, Smit E, König L. Is the uptake, engagement, and effectiveness of exclusively mobile interventions for the promotion of weight‐related behaviors equal for all? A systematic review. Obesity Reviews 2023;24(3) View
  245. Khadam S, Chu T, Deekes N, FitzGerald D, Preston A, Duncan N. An investigation of the use of app technology to support clinical management of patients with chronic myeloid leukaemia (CML). Journal of Oncology Pharmacy Practice 2023;29(5):1083 View
  246. Buss V, Varnfield M, Harris M, Barr M. Mobile Health Use by Older Individuals at Risk of Cardiovascular Disease and Type 2 Diabetes Mellitus in an Australian Cohort: Cross-sectional Survey Study. JMIR mHealth and uHealth 2022;10(9):e37343 View
  247. Jaworski B, Taylor K, Ramsey K, Heinz A, Steinmetz S, Owen J, Tsai J, Pietrzak R. Predicting Uptake of the COVID Coach App Among US Military Veterans: Funnel Analysis Using a Probability-Based Panel. JMIR Mental Health 2022;9(4):e36217 View
  248. Baer N, Vietzke J, Schenk L, Jutai J. Middle-aged and older adults’ acceptance of mobile nutrition and fitness apps: A systematic mixed studies review. PLOS ONE 2022;17(12):e0278879 View
  249. Sleeman S, Reuvers M, Manten-Horst E, Verhees B, Patterson P, Janssen S, Husson O. ‘Let Me Know If There’s Anything I Can Do for You’, the Development of a Mobile Application for Adolescents and Young Adults (AYAs) with Cancer and Their Loved Ones to Reconnect after Diagnosis. Cancers 2022;14(5):1178 View
  250. Nelson L, Alfonsi S, Lestourgeon L, Mayberry L. Disparities in mobile phone use among adults with type 2 diabetes participating in clinical trials 2017–2021. JAMIA Open 2022;5(4) View
  251. Baumann M, Weinberger N, Maia M, Schmid K. User types, psycho-social effects and societal trends related to the use of consumer health technologies. DIGITAL HEALTH 2023;9:205520762311639 View
  252. Isakoff S, Said M, Kwak A, Glieberman E, O’Rourke E, Stroiney A, Spring L, Moy B, Bardia A, Horick N, Peppercorn J. Feasibility of introducing a smartphone navigation application into the care of breast cancer patients (The FIONA Study). Breast Cancer Research and Treatment 2023;199(3):501 View
  253. Ortiz A, Park Y, Gonzalez-Torres C, Alda M, Blumberger D, Burnett R, Husain M, Sanches M, Mulsant B. Predictors of adherence to electronic self-monitoring in patients with bipolar disorder: a contactless study using Growth Mixture Models. International Journal of Bipolar Disorders 2023;11(1) View
  254. Waldman L, Centracchio J, Jacobs J, Petrillo L, El-Jawahri A, Temel J, Greer J. Study protocol for a randomized trial of a supportive care mobile application to improve symptoms, coping, and quality of life in patients with advanced non-small cell lung cancer. Frontiers in Psychology 2023;14 View
  255. Daud M, Yusoff F, Abdul-Razak S, Baharudin N, Mohamed-Yassin M, Badlishah-Sham S, Nikmat A, Isa M, Jamil N, Nawawi H, Ramli A. Design, development, utility and usability testing of the EMPOWER-SUSTAIN Self-Management Mobile App© among primary care physicians and patients with metabolic syndrome. DIGITAL HEALTH 2023;9:205520762311766 View
  256. Presset B, Ohl F. The social grounds of self-tracking in insurance: A mixed-method approach to adoption and use. DIGITAL HEALTH 2023;9:205520762311807 View
  257. Kötting L, Derksen C, Keller F, Lippke S. Comparing the Effectiveness of a Web-Based Application With a Digital Live Seminar to Improve Safe Communication for Pregnant Women: 3-Group Partially Randomized Controlled Trial. JMIR Pediatrics and Parenting 2023;6:e44701 View
  258. Oba T, Takano K, Katahira K, Kimura K. Use Patterns of Smartphone Apps and Wearable Devices Supporting Physical Activity and Exercise: Large-Scale Cross-Sectional Survey. JMIR mHealth and uHealth 2023;11:e49148 View
  259. Pedersen K, Schlichter B. Improving Predictability and Effectiveness in Preventive Digital Health Interventions: Scoping Review. Interactive Journal of Medical Research 2023;12:e40205 View
  260. Candotti C, Pivotto L, Nichele da Rosa B, Noll M, Loss J. Back Pain and Body Posture Evaluation Instrument for Adults (BackPEI-A): Updating and an online application. Journal of Bodywork and Movement Therapies 2023;36:158 View
  261. Chong C, Bakry M, Hatah E, Mohd Tahir N, Mustafa N. Effects of mobile apps intervention on medication adherence and type 2 diabetes mellitus control: A systematic review and meta-analysis. Journal of Telemedicine and Telecare 2023:1357633X2311749 View
  262. Tundealao S, Titiloye T, Sajja A, Egab I, Odole I, Alufa O, Olarewaju O. Factors associated with the non-use of mobile health applications among adults in the United States. Journal of Public Health 2023 View
  263. Rahmillah F, Tariq A, King M, Oviedo-Trespalacios O. Evaluating the Effectiveness of Apps Designed to Reduce Mobile Phone Use and Prevent Maladaptive Mobile Phone Use: Multimethod Study. Journal of Medical Internet Research 2023;25:e42541 View
  264. Ponzo S, May M, Tamayo-Elizalde M, Bailey K, Shand A, Bamford R, Multmeier J, Griessel I, Szulyovszky B, Blakey W, Valentine S, Plans D. App Characteristics and Accuracy Metrics of Available Digital Biomarkers for Autism: Scoping Review. JMIR mHealth and uHealth 2023;11:e52377 View
  265. Seaneke S, Darko D, Nkansah E, Asamoa-Amoakohene A, Ashie A, Sampson Ewudzie J, Tregunno P, Raguenaud M, Merle C, Hennig B, Sabblah G. First results from the lessons learnt from the deployment of the Med Safety App for reporting adverse drug reactions in Ghana. DIGITAL HEALTH 2023;9 View
  266. Xiao J, Kopycka-Kedzierawski D, Ragusa P, Mendez Chagoya L, Funkhouser K, Lischka T, Wu T, Fiscella K, Kar K, Al Jallad N, Rashwan N, Ren J, Meyerowitz C. Acceptance and Usability of an Innovative mDentistry eHygiene Model Amid the COVID-19 Pandemic Within the US National Dental Practice-Based Research Network: Mixed Methods Study. JMIR Human Factors 2023;10:e45418 View
  267. Lim D, Kwok B, Williams P, Koczwara B. The Impact of Digital Technology on Self-Management in Cancer: Systematic Review. JMIR Cancer 2023;9:e45145 View
  268. Bo Y, Liu Q, Tong Y. The Effects of Adopting Mobile Health and Fitness Apps on Hospital Visits: Quasi-Experimental Study. Journal of Medical Internet Research 2023;25:e45681 View
  269. Ramaswamy S, Gilles N, Gruessner A, Burton D, Fraser M, Weingast S, Kunnakkat S, Afable A, Kaufman D, Singer J, Balucani C, Levine S. User-Centered Mobile Applications for Stroke Survivors (MAPPS): A Mixed-Methods Study of Patient Preferences. Archives of Physical Medicine and Rehabilitation 2023;104(10):1573 View
  270. Stephen B, Uzoewulu B, Asuquo P, Ozuomba S. Diabetes and hypertension MobileHealth systems: a review of general challenges and advancements. Journal of Engineering and Applied Science 2023;70(1) View
  271. Shamsujjoha M, Grundy J, Khalajzadeh H, Lu Q, Li L. Developer and End-User Perspectives on Addressing Human Aspects in Mobile eHealth Apps. Information and Software Technology 2024;166:107353 View
  272. Quaedackers L, Van Gilst M, Van Den Brandt I, Vilanova A, Lammers G, Markopoulos P, Overeem S. The Burden of Narcolepsy in Adults: A Population Sampling Study Using Personal Media. Behavioral Sleep Medicine 2024;22(2):179 View
  273. Shea A, Thornburg J, Vitzthum V. Assessment of App-Based Versus Conventional Survey Modalities for Reproductive Health Research in India, South Africa, and the United States: Comparative Cross-Sectional Study. JMIR Formative Research 2023;7:e44705 View
  274. König L, Suhr R. The Effectiveness of Publicly Available Web-Based Interventions in Promoting Health App Use, Digital Health Literacy, and Media Literacy: Pre-Post Evaluation Study. Journal of Medical Internet Research 2023;25:e46336 View
  275. Liu D, Son S, Cao J. The determinants of public acceptance of telemedicine apps: an innovation diffusion perspective. Frontiers in Public Health 2023;11 View
  276. Liutsko L, Oughton D, Tomkiv Y, Fattibene P, Monaca S, Nuccetelli C, Goto A, Ohba T, Lyamzina Y, Tanigawa K, Novikava N, Chumak V, Pirard P, Charron S, Laurier D, Croüail P, Schneider T, Barquinero J, Sarukhan A, Cardis E. Resilience after a nuclear accident: readiness in using mobile phone applications to measure radiation and health indicators in various groups (SHAMISEN SINGS project). Journal of Radiological Protection 2023;43(4):041511 View
  277. Taylor H, Bartels L. Should there be an app for that? Australian perspectives on the utility of a mobile app to support people in the criminal justice system. Probation Journal 2024 View
  278. Ipsen J, Sandal L, Chang N, Schiøttz-Christensen B, Søgaard K, Hansen A. Patients with low back pain labelled as interested or uninterested in participating in a trial testing a mHealth solution: A cross-sectional study (Preprint). JMIR Human Factors 2023 View
  279. Jahan E, Almansour R, Ijaz K, Baptista S, Giordan L, Ronto R, Zaman S, O'Hagan E, Laranjo L. Smartphone Applications to Prevent Type 2 Diabetes: A Systematic Review and Meta-Analysis. American Journal of Preventive Medicine 2024;66(6):1060 View
  280. Sheng Y, Bond R, Jaiswal R, Dinsmore J, Doyle J. Augmenting K-Means Clustering With Qualitative Data to Discover the Engagement Patterns of Older Adults With Multimorbidity When Using Digital Health Technologies: Proof-of-Concept Trial. Journal of Medical Internet Research 2024;26:e46287 View
  281. Stuber J, Mackenbach J, de Bruijn G, Gillebaart M, Hoenink J, Middel C, de Ridder D, van der Schouw Y, Smit E, Velema E, Vos A, Waterlander W, Lakerveld J, Beulens J, Rutters F, Blom S, de Boer F, Klein M, Broerse J, Schuitmaker-Warnaar T, Sluijs I, Harbers M. Real-world nudging, pricing, and mobile physical activity coaching was insufficient to improve lifestyle behaviours and cardiometabolic health: the Supreme Nudge parallel cluster-randomised controlled supermarket trial. BMC Medicine 2024;22(1) View
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  283. Turnbull S, Dack C, Lei J, Aksu I, Grant S, Lasseter G, Silarova B, Ainsworth B. Barriers and facilitators to use of digital health tools by healthcare practitioners and their patients, before and during the COVID-19 pandemic: a multimethods study. BMJ Open 2024;14(3):e080055 View
  284. Gazibara T, Cakić M, Cakić J, Zejnelagić R, Popović A, Grgurević A. Factors associated with the use of health websites and apps among students in medicine and sports. Medicinska istrazivanja 2024;57(1):83 View
  285. Firet L, Teunissen T, Kool R, Akkermans R, Lagro-Janssen A, van der Vaart H, Assendelft W. The relation between usage of an eHealth intervention for stress urinary incontinence and treatment outcomes: an observational study. BMC Primary Care 2024;25(1) View
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Books/Policy Documents

  1. Al-Sayed L. Food Tech Transitions. View
  2. Wickramasinghe N. Handbook of Research on Optimizing Healthcare Management Techniques. View
  3. Lüke C, Vock S, Starke A, Leinweber J. Unterstützte Kommunikation bei Kindern und Erwachsenen. View
  4. Gunser V, Dischinger E, Fischer N, Pons P, Rösser J, Wagner-Hartl V. HCI International 2020 - Posters. View
  5. Šmahel D, Macháčková H, Šmahelová M, Čevelíček M, Almenara C, Holubčíková J. Digital Technology, Eating Behaviors, and Eating Disorders. View
  6. Waligóra J, Bujnowska–Fedak M. Medical Science and Research. View
  7. Kelly C, Kamil-Thomas Z. Good Health and Well-Being. View
  8. Owusu E, Chakraborty J. Cross-Cultural Design. Methods, Tools and User Experience. View
  9. Paige S. Nutrition, Fitness, and Mindfulness. View
  10. Robinson S, Troosters T, Moy M. Enhancing Patient Engagement in Pulmonary Healthcare. View
  11. Kelly C, Kamil-Thomas Z. Good Health and Well-Being. View
  12. Azman A, Poyade M, Overell J. Biomedical Visualisation. View
  13. Bowyer A, Royse C. Enhanced Recovery After Surgery. View
  14. Khan Z, Ahmed R, Sen D. Privacy Concerns Surrounding Personal Information Sharing on Health and Fitness Mobile Apps. View
  15. Şahinol M. Navigating Digital Health Landscapes. View
  16. Khan Z, Ahmed R, Sen D. Research Anthology on Securing Mobile Technologies and Applications. View
  17. Khan Z, Ahmed R, Sen D. Research Anthology on Privatizing and Securing Data. View
  18. Antolín-Prieto R, Ruiz-Lacaci N, Reyes-Menendez A. Management and Marketing for Improved Competitiveness and Performance in the Healthcare Sector. View
  19. Bhattacharyya A, Singh J. Mobile Application Development: Practice and Experience. View
  20. Boyer C. Nursing Informatics. View
  21. Higgins J, Irwin S. Smartphone Apps for Health and Wellness. View
  22. Ogoh G, Akintoye S, Eke D, Leach T, Ochang P, Owoseni A, Oyeniji O, Stahl B. Values for a Post-Pandemic Future. View
  23. Haridi H, Alsaleh S, Alzabin S, Almasabi M, Almakrami A, Al-Swedan A, Aman A. Proceedings of Seventh International Congress on Information and Communication Technology. View
  24. Almahdi M, Raees B. Artificial Intelligence for Sustainable Finance and Sustainable Technology. View
  25. Vinogradov M, Chang M, Lin F, Yan Y. ICT for Health, Accessibility and Wellbeing. View
  26. Aljabali R, Ahmad N. Advances on Intelligent Computing and Data Science. View
  27. Mehdi M, Hauck F, Pryss R, Schlee W. Textbook of Tinnitus. View
  28. Ruotsalainen I, Valtanen M, Kärsämä R, Umer A, Parikka S, Lundqvist A, Lindström J. Digital Health and Wireless Solutions. View