Related Experiment Video
Updated: Jan 16, 2026

Improving IV Insulin Administration in a Community Hospital
Published on: June 11, 2012
Rural/Urban Disparities in the Availability of Diabetes Prevention Programs in US Hospitals
Allyson Hughes1, Shyamkumar Sriram2, Berkeley Franz1
1Ohio University Heritage College of Osteopathic Medicine, Athens, USA.
Purpose:
Type 2 diabetes is a global pandemic, with 1 in 6 people expected to be diagnosed by 2050. The Diabetes Prevention Program (DPP) is an evidence-based program that has been shown to reduce A1c and bolster health outcomes in people with type 2 diabetes and prediabetes, but implementation has been varied, with lower uptake in rural and economically underserved communities. The study assessed whether there are geographic and socioeconomic disparities in the availability of hospital-supported DPPs in the US.
Methods:
We assessed DPPs in 3204 general medical hospitals. Data on hospital and county characteristics came from the American Hospital Association (AHA) Annual Survey, the Area Health Resource File, and County Health Rankings. We assessed geographic and socioeconomic differences between hospitals with and without DPPs using t-tests and chi-square tests. Rurality was determined based on the 2013 Rural-Urban Continuum Codes (RUCC). We then conducted a multivariable analysis to assess the relationship between geographic location, socioeconomic characteristics and the presence of a DPP, independent of hospital factors.
Findings:
Nearly half (49.3%, n = 1580) of hospitals in the U.S. reported having a DPP in 2021. DPPs were less commonly found in rural counties as well as micropolitan counties when compared to their urban counterparts. After controlling for hospital size and other community characteristics, these disparities disappeared. When including the interaction of hospital size and geographic location, the odds of offering DPPs was higher among large, rural hospitals. DPPs were also less commonly available in counties with more limited food access and in health professions shortage areas.
Conclusions:
DPP implementation is less common in rural and underserved areas. The interaction between hospital size and location is helpful for understanding barriers to DPP availability.
More Related Videos
09:55Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology
Published on: September 28, 2022
07:48Intraoperative Video Consultation Following Bile Duct Transection Facilitates Direct OR Transfer for Robotic Hepaticojejunostomy at Tertiary Center
Published on: January 9, 2026
Related Concept Videos
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Levels of Health Promotion and Illness Prevention
In primary prevention, actions taken before disease onset prevent the disease from...
Diabetes Mellitus: Type 2 and Gestational
Preventive Healthcare Services
Diabetes Mellitus: Overview and Type I Subtype
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Diabetes: Symptoms, Diagnosis, and Complications