Mapping Factors That Affect the Uptake of Digital Therapeutics Within Health Systems: Scoping Review
- PMID: 37490322
- PMCID: PMC10410406
- DOI: 10.2196/48000
Mapping Factors That Affect the Uptake of Digital Therapeutics Within Health Systems: Scoping Review
Abstract
Background: Digital therapeutics are patient-facing digital health interventions that can significantly alter the health care landscape. Despite digital therapeutics being used to successfully treat a range of conditions, their uptake in health systems remains limited. Understanding the full spectrum of uptake factors is essential to identify ways in which policy makers and providers can facilitate the adoption of effective digital therapeutics within a health system, as well as the steps developers can take to assist in the deployment of products.
Objective: In this review, we aimed to map the most frequently discussed factors that determine the integration of digital therapeutics into health systems and practical use of digital therapeutics by patients and professionals.
Methods: A scoping review was conducted in MEDLINE, Web of Science, Cochrane Database of Systematic Reviews, and Google Scholar. Relevant data were extracted and synthesized using a thematic analysis.
Results: We identified 35,541 academic and 221 gray literature reports, with 244 (0.69%) included in the review, covering 35 countries. Overall, 85 factors that can impact the uptake of digital therapeutics were extracted and pooled into 5 categories: policy and system, patient characteristics, properties of digital therapeutics, characteristics of health professionals, and outcomes. The need for a regulatory framework for digital therapeutics was the most stated factor at the policy level. Demographic characteristics formed the most iterated patient-related factor, whereas digital literacy was considered the most important factor for health professionals. Among the properties of digital therapeutics, their interoperability across the broader health system was most emphasized. Finally, the ability to expand access to health care was the most frequently stated outcome measure.
Conclusions: The map of factors developed in this review offers a multistakeholder approach to recognizing the uptake factors of digital therapeutics in the health care pathway and provides an analytical tool for policy makers to assess their health system's readiness for digital therapeutics.
Keywords: adoption; digital health; digital medicine; digital therapeutics; framework; implementation; policy; scoping review; thematic analysis; uptake.
©Robin van Kessel, Andres Roman-Urrestarazu, Michael Anderson, Ilias Kyriopoulos, Samantha Field, Giovanni Monti, Shelby D Reed, Milena Pavlova, George Wharton, Elias Mossialos. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 25.07.2023.
Conflict of interest statement
Conflicts of Interest: None declared.
Figures


Similar articles
-
The future of Cochrane Neonatal.Early Hum Dev. 2020 Nov;150:105191. doi: 10.1016/j.earlhumdev.2020.105191. Epub 2020 Sep 12. Early Hum Dev. 2020. PMID: 33036834
-
Beyond the black stump: rapid reviews of health research issues affecting regional, rural and remote Australia.Med J Aust. 2020 Dec;213 Suppl 11:S3-S32.e1. doi: 10.5694/mja2.50881. Med J Aust. 2020. PMID: 33314144
-
Digital Health Policy and Programs for Hospital Care in Vietnam: Scoping Review.J Med Internet Res. 2022 Feb 9;24(2):e32392. doi: 10.2196/32392. J Med Internet Res. 2022. PMID: 35138264 Free PMC article.
-
Interventions to increase COVID-19 vaccine uptake: a scoping review.Cochrane Database Syst Rev. 2022 Aug 3;8(8):CD015270. doi: 10.1002/14651858.CD015270. Cochrane Database Syst Rev. 2022. PMID: 35920693 Free PMC article.
-
Digital Health Reimbursement Strategies of 8 European Countries and Israel: Scoping Review and Policy Mapping.JMIR Mhealth Uhealth. 2023 Sep 29;11:e49003. doi: 10.2196/49003. JMIR Mhealth Uhealth. 2023. PMID: 37773610 Free PMC article.
Cited by
-
Mapping socioeconomic factors driving antimicrobial resistance in humans: An umbrella review.One Health. 2025 Feb 10;20:100986. doi: 10.1016/j.onehlt.2025.100986. eCollection 2025 Jun. One Health. 2025. PMID: 40027924 Free PMC article. Review.
-
Data Analytics to Support Policy Making for Noncommunicable Diseases: Scoping Review.Online J Public Health Inform. 2024 Oct 25;16:e59906. doi: 10.2196/59906. Online J Public Health Inform. 2024. PMID: 39454197 Free PMC article.
-
Approved trends and product characteristics of digital therapeutics in four countries.NPJ Digit Med. 2025 May 26;8(1):308. doi: 10.1038/s41746-025-01660-9. NPJ Digit Med. 2025. PMID: 40419648 Free PMC article.
-
Accessibility, Relevance, and Impact of a Symptom Monitoring Tool for Home Hospice Care: Theory Elaboration and Qualitative Assessment.JMIR Hum Factors. 2024 May 23;11:e51789. doi: 10.2196/51789. JMIR Hum Factors. 2024. PMID: 38781581 Free PMC article.
-
Transforming women's health, empowerment, and gender equality with digital health: evidence-based policy and practice.Lancet Digit Health. 2025 Jun;7(6):100858. doi: 10.1016/j.landig.2025.01.014. Epub 2025 May 13. Lancet Digit Health. 2025. PMID: 40368744 Free PMC article. Review.
References
-
- Fahy N, Williams GA, Habicht T, Köhler K, Jormanainen V, Satokangas M, Tynkkynen LK, Lantzsch H, Winklemann J, Cascini F, de Belvis AG, Morsella A, Poscia A, Ricciardi W, Silenzi A, Farcasanu D, Scintee SG, Vladescu C, Delgado EB, Pueyo EA, Romero FE. Use of Digital Health Tools in Europe: Before, During and After COVID-19. Copenhagen (Denmark): European Observatory on Health Systems and Policies; 2021. [2022-11-01]. https://www.ncbi.nlm.nih.gov/books/NBK576970/ - PubMed
-
- Essén A, Stern AD, Haase CB, Car J, Greaves F, Paparova D, Vandeput S, Wehrens R, Bates DW. Health app policy: international comparison of nine countries' approaches. NPJ Digit Med. 2022 Mar 18;5(1):31. doi: 10.1038/s41746-022-00573-1. doi: 10.1038/s41746-022-00573-1.10.1038/s41746-022-00573-1 - DOI - DOI - PMC - PubMed
-
- Brassel S, Radu P, Bell E, Garau M. Navigating the landscape of digital health. Office of Health Economics. 2022. [2023-01-11]. https://www.ohe.org/publications/navigating-the-landscape-of-digital-hea...
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical