ArticlePreventive medicine2021
Facilitators to referrals to CDC's National Diabetes Prevention Program in primary care practices and pharmacies: DocStyles 2016-2017.
Article in Preventive medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Recruitment of individuals into a type 2 diabetes prevention program: the relative effectiveness and cost of different recruitment strategies used for the randomised controlled trial testing an Australian Lifestyle Change Program (AUS2PREVENT).Pilot and feasibility studies · 2026Article
- Use of an Electronic Health Record Order to Directly Refer Patients With Prediabetes to Community-Based Diabetes Prevention Programs.Annals of family medicine · 2025Article
- Is the Current Lifestyle Modification Approach to Diabetes Prevention in the U.S. a Success?Diabetes care · 2025Review
- Article
- Clinical Care Among Individuals with Prediabetes in Primary Care: a Retrospective Cohort Study.Journal of general internal medicine · 2022Article
- Diabetes and Cardiovascular Diseases Risk Assessment in Community Pharmacies: An Implementation Study.International journal of environmental research and public health · 2022Article
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Authors and funding
7 authors.
Funding
Abstract
Despite evidence of the effectiveness of behavioral change interventions for type 2 diabetes prevention, health care provider referrals to organizations offering the National Diabetes Prevention Program (National DPP) lifestyle change program (LCP) remain suboptimal. This study examined facilitators of LCP referrals among primary care providers and pharmacists (providers). We analyzed data on 1956 providers from 2016 to 2017 DocStyles web-based surveys. Pearson chi-square or Fisher's exact tests were used for bivariate associations between facilitators, provider characteristics, and their self-reported referral and bi-directional referral (where they received patient status updates back from the LCPs) to an LCP. Multiple logistic regressions were used to estimate the effects of facilitators to referral practices, controlling for providers' characteristics. Geocoding was done at the street level for in-person, public LCP class locations and at the zip code level for survey respondents to create a density measure for LCP availability within 10 miles. Overall, 21% of providers referred their patients with prediabetes to LCPs, and 6.4% engaged in bi-directional referral. Provider practices that established clinical-community linkages (CCLs) with LCPs (AOR = 4.88), used electronic health records (EHRs) to manage patients (AOR = 2.94), or practiced within 10 miles of an in-person, public LCP class location (AOR = 1.49) were more likely to refer. Establishing CCLs with LCPs (AOR = 8.59) and using EHRs (AOR = 1.86) were also facilitators of bi-directional referral. This study highlights the importance of establishing CCLs between provider settings and organizations offering the National DPP LCP, increasing use of EHRs to manage patients, and increasing availability of in-person LCP class locations near provider practices.
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