Home Research Research Library Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review 2022 Author(s) Willis, Van C, Thomas, Craig Kelly, Jabbarpour, Yalda, Scheufele, Elisabeth L, Arriaga, Yull E, Ajinkya, Monica, Rhee, Kyu B, and Bazemore, Andrew W Topic(s) Role of Primary Care Keyword(s) Health Information Technology (HIT), and Teams Volume 10(1):e33518 Source JMIR Medical Informatics BACKGROUND: Disease prevention is a central aspect of primary care practice and is comprised of primary (eg, vaccinations), secondary (eg, screenings), tertiary (eg, chronic condition monitoring), and quaternary (eg, prevention of overmedicalization) levels. Despite rapid digital transformation of primary care practices, digital health interventions (DHIs) in preventive care have yet to be systematically evaluated. OBJECTIVE: This review aimed to identify and describe the scope and use of current DHIs for preventive care in primary care settings. METHODS: A scoping review to identify literature published from 2014 to 2020 was conducted across multiple databases using keywords and Medical Subject Headings terms covering primary care professionals, prevention and care management, and digital health. A subgroup analysis identified relevant studies conducted in US primary care settings, excluding DHIs that use the electronic health record (EHR) as a retrospective data capture tool. Technology descriptions, outcomes (eg, health care performance and implementation science), and study quality as per Oxford levels of evidence were abstracted. RESULTS: The search yielded 5274 citations, of which 1060 full-text articles were identified. Following a subgroup analysis, 241 articles met the inclusion criteria. Studies primarily examined DHIs among health information technologies, including EHRs (166/241, 68.9%), clinical decision support (88/241, 36.5%), telehealth (88/241, 36.5%), and multiple technologies (154/241, 63.9%). DHIs were predominantly used for tertiary prevention (131/241, 54.4%). Of the core primary care functions, comprehensiveness was addressed most frequently (213/241, 88.4%). DHI users were providers (205/241, 85.1%), patients (111/241, 46.1%), or multiple types (89/241, 36.9%). Reported outcomes were primarily clinical (179/241, 70.1%), and statistically significant improvements were common (192/241, 79.7%). Results were summarized across the following 5 topics for the most novel/distinct DHIs: population-centered, patient-centered, care access expansion, panel-centered (dashboarding), and application-driven DHIs. The quality of the included studies was moderate to low. CONCLUSIONS: Preventive DHIs in primary care settings demonstrated meaningful improvements in both clinical and nonclinical outcomes, and across user types; however, adoption and implementation in the US were limited primarily to EHR platforms, and users were mainly clinicians receiving alerts regarding care management for their patients. Evaluations of negative results, effects on health disparities, and many other gaps remain to be explored. ABFM Research Read all 2025 Documentation of Compounded GLP‐1 Receptor Agonists in a Large Primary Care Dataset Go to Documentation of Compounded GLP‐1 Receptor Agonists in a Large Primary Care Dataset 2020 Shaping Keystones in a Time of Transformation: ABFM’s Efforts to Advance Leadership & Scholarship in Family Medicine Go to Shaping Keystones in a Time of Transformation: ABFM’s Efforts to Advance Leadership & Scholarship in Family Medicine 2019 Declining Presence of Family Physicians in Hospital-Based Care: A Major Concern or Totally Makes Sense? Go to Declining Presence of Family Physicians in Hospital-Based Care: A Major Concern or Totally Makes Sense? 2021 Advancing primary care with Artificial Intelligence and Machine Learning Go to Advancing primary care with Artificial Intelligence and Machine Learning
Author(s) Willis, Van C, Thomas, Craig Kelly, Jabbarpour, Yalda, Scheufele, Elisabeth L, Arriaga, Yull E, Ajinkya, Monica, Rhee, Kyu B, and Bazemore, Andrew W Topic(s) Role of Primary Care Keyword(s) Health Information Technology (HIT), and Teams Volume 10(1):e33518 Source JMIR Medical Informatics
ABFM Research Read all 2025 Documentation of Compounded GLP‐1 Receptor Agonists in a Large Primary Care Dataset Go to Documentation of Compounded GLP‐1 Receptor Agonists in a Large Primary Care Dataset 2020 Shaping Keystones in a Time of Transformation: ABFM’s Efforts to Advance Leadership & Scholarship in Family Medicine Go to Shaping Keystones in a Time of Transformation: ABFM’s Efforts to Advance Leadership & Scholarship in Family Medicine 2019 Declining Presence of Family Physicians in Hospital-Based Care: A Major Concern or Totally Makes Sense? Go to Declining Presence of Family Physicians in Hospital-Based Care: A Major Concern or Totally Makes Sense? 2021 Advancing primary care with Artificial Intelligence and Machine Learning Go to Advancing primary care with Artificial Intelligence and Machine Learning
2025 Documentation of Compounded GLP‐1 Receptor Agonists in a Large Primary Care Dataset Go to Documentation of Compounded GLP‐1 Receptor Agonists in a Large Primary Care Dataset
2020 Shaping Keystones in a Time of Transformation: ABFM’s Efforts to Advance Leadership & Scholarship in Family Medicine Go to Shaping Keystones in a Time of Transformation: ABFM’s Efforts to Advance Leadership & Scholarship in Family Medicine
2019 Declining Presence of Family Physicians in Hospital-Based Care: A Major Concern or Totally Makes Sense? Go to Declining Presence of Family Physicians in Hospital-Based Care: A Major Concern or Totally Makes Sense?
2021 Advancing primary care with Artificial Intelligence and Machine Learning Go to Advancing primary care with Artificial Intelligence and Machine Learning