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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
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1 to 5 of 5 Research Studies DisplayedReistetter TA, Dean JM, Haas AM
Development and evaluation of rehabilitation service areas for the United States.
The purpose of this study was to develop and characterize post-acute care Rehabilitation Service Areas (RSAs) in the US that reflect rehabilitation use by Medicare beneficiaries. Data was accessed from Medicare claims 2013-2015 and included patient records across all diagnostic groups. RSAs were described by provider type, population, and traveling patterns among beneficiaries. The authors conclude that RSAs as a tool for measurement can provide policy makers, researchers, and administrators with small-area boundaries to assess access, resources, and understanding of financing to improve practice and policy for post-acute care.
AHRQ-funded; HS024711.
Citation: Reistetter TA, Dean JM, Haas AM .
Development and evaluation of rehabilitation service areas for the United States.
BMC Health Serv Res 2023 Mar 1;23(1):204. doi: 10.1186/s12913-023-09184-2.
Keywords: Rehabilitation, Access to Care
Duncan MS, Robbins NN, Wernke SA
Geographic variation in access to cardiac rehabilitation.
Considerable regional disparities exist in the commencement of cardiac rehabilitation (CR), with only 10% to 40% of eligible patients at the state level participating. The potential factors contributing to these discrepancies, such as accessibility to CR facilities, remain insufficiently explored. The purpose of this study was to assess the impact of CR center availability on CR initiation among Medicare beneficiaries. The researchers utilized Medicare records to pinpoint CR-eligible Medicare beneficiaries and compute CR initiation rates at the hospital referral region (HRR) level. Linear regression was applied to evaluate the percentage variance in CR initiation explained by CR accessibility across HRRs. Geospatial hotspot analysis was performed to detect CR deserts, or counties where the patient-to-CR center ratio is notably high. The study found that between 2014 and 2017, 1,133,657 Medicare beneficiaries were eligible for CR, with 263,310 (23%) initiating CR. The West North Central Census Division exhibited the highest adjusted CR initiation rate (35.4%) and the greatest concentration of CR programs (6.58 per 1,000 CR-eligible Medicare beneficiaries). CR program density accounted for 21.2% of the regional variation in CR initiation at the HRR level. A total of 40 predominantly urban counties, encompassing 14% of the U.S. population aged ≥65 years, were identified as CR deserts due to limited CR access.
AHRQ-funded; HS022990
Citation: Duncan MS, Robbins NN, Wernke SA .
Geographic variation in access to cardiac rehabilitation.
J Am Coll Cardiol 2023 Mar 21;81(11):1049-60. doi: 10.1016/j.jacc.2023.01.016.
Keywords: Rehabilitation, Access to Care, Cardiovascular Conditions
Clair K, Ijadi-Maghsoodi R, Nazinyan M
Veteran perspectives on adaptations to a VA residential rehabilitation program for substance use disorders during the novel coronavirus pandemic.
This paper looks at veterans’ perspectives on adaptations made to a VA residential rehabilitation program for substance use disorders during the novel coronavirus pandemic. Adaptations to services are described within a large residential rehabilitation program for under-resourced veterans; reports veterans’ experiences; and outlines successes and challenges encountered. Data was collected from two focus groups with nine veterans in the program. The groups highlighted experiences of inconsistent communication about residential policies, interruptions to medical and addiction services, and feelings of confinement and social isolation.
AHRQ-funded; HS026407.
Citation: Clair K, Ijadi-Maghsoodi R, Nazinyan M .
Veteran perspectives on adaptations to a VA residential rehabilitation program for substance use disorders during the novel coronavirus pandemic.
Community Ment Health J 2021 Jul;57(5):801-07. doi: 10.1007/s10597-021-00810-z..
Keywords: Substance Abuse, Rehabilitation, COVID-19, Healthcare Delivery, Access to Care, Patient Experience
Reistetter TA, Eschbach K K, Prochaska J
Understanding variation in postacute care: developing rehabilitation service areas through geographic mapping.
This study’s goal was to demonstrate a method for developing rehabilitation service areas for post-acute care. A secondary analysis of 2013-2014 Medicare records for older patients in Texas (n = 469,172) was conducted. The analysis included admission records for inpatient rehabilitation facilities, skilled nursing facilities, and long-term care hospitals. The authors used Ward’s algorithm to cluster patient ZIP code tabulation areas based on which facilities patients were admitted to for rehabilitation. They set the number of rehabilitation clusters to 22 to allow for comparison to the 22 hospital referral regions. Interclass Correlation Coefficient (ICC) and variance in the number of rehabilitation beds across areas were the methods used to evaluate rehabilitation service areas. The service areas had a higher ICC and variance in beds than the hospital referral regions.
AHRQ-funded; HS024711.
Citation: Reistetter TA, Eschbach K K, Prochaska J .
Understanding variation in postacute care: developing rehabilitation service areas through geographic mapping.
Am J Phys Med Rehabil 2021 May;100(5):465-72. doi: 10.1097/phm.0000000000001577..
Keywords: Elderly, Rehabilitation, Medicare, Nursing Homes, Long-Term Care, Home Healthcare, Access to Care
Dean JM, Hreha K, Hong I
Post-acute care use patterns among hospital service areas by older adults in the United States: a cross-sectional study.
This study examined post-stroke acute care patterns across Hospital Service Areas among a national stroke cohort of Medicare beneficiaries to determine drivers of variation in post-acute care service utilization. Data was extracted from 2013 to 2014 (174,498 total records across 3232 Hospital Service Areas). Patients’ residence ZIP codes were linked to the facility ZIP code where care was received. Patients were considered a “traveler” if they did not live in the Hospital Service Area where they received care. Only 23.5% of all patients received care in skilled nursing-only Hospital Service Areas although 73.4% of all Hospital Service Areas were skilled nursing-only. Thirty-five percent of all patients traveled to a different Hospital Service Area from their residence. Patients living in skilled nursing-only Hospital Service Areas had more than 5 times the odds of traveling compared to those living in Hospital Service Areas with skilled nursing, inpatient rehabilitation, and long-term care hospital services.
AHRQ-funded; HS026133; HS024711.
Citation: Dean JM, Hreha K, Hong I .
Post-acute care use patterns among hospital service areas by older adults in the United States: a cross-sectional study.
BMC Health Serv Res 2021 Feb 25;21(1):176. doi: 10.1186/s12913-021-06159-z..
Keywords: Elderly, Hospitals, Access to Care, Stroke, Cardiovascular Conditions, Healthcare Utilization, Rehabilitation, Nursing Homes