Observational studyBMC health services research2021
Inpatient rehabilitation service utilization and outcomes under US ACA Medicaid expansion.
Observational study in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed, 8 citations in OpenAlex.
- The promise and peril of AI for disability health equity: A justice-centered narrative review.PLOS digital health · 2026Review
- Disparities in Community-Based Rehabilitation Following Stroke: Findings From the COMPASS Trial.Journal of the American Heart Association · 2025Observational
- Comparison of the clinicians' and experts' assessments of rehabilitation service needs for patients in the middle of China.Scientific reports · 2025Article
- The reliability and validity of a novel clinical tool for distributing rehabilitation patients: a multicenter cross-sectional study in China.Scientific reports · 2024Article
- Regional variation in length of stay for stroke inpatient rehabilitation in traditional Medicare and Medicare Advantage.Health affairs scholar · 2024Article
- Post-Acute Care in Inpatient Rehabilitation Facilities Between Traditional Medicare and Medicare Advantage Plans Before and During the COVID-19 Pandemic.Journal of the American Medical Directors Association · 2023Article
- How to become a strategic purchaser of rehabilitation services.Bulletin of the World Health Organization · 2022Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundTo investigate the impact of the US Medicaid expansion on care utilization and health outcomes of patients treated in the inpatient rehabilitation facilities (IRF).
methodsA retrospective observational study with a difference-in-difference design. The data was obtained from Inpatient Rehabilitation Facility - Patient Assessment Instrument (IRF-PAI). Sample included all Medicaid beneficiaries (aged 18-64 years) who received initial inpatient rehabilitation for stroke, hip fracture (acute conditions), or joint replacement (elective condition) (N = 14,917) before (2013) and after (2016) the expansion. The study estimated the differences in length of stay, functional improvement, and possibility of returning to community before and after ACA Medicaid expansion in the expansion regions relative to the non-expansion regions. The analysis was fully adjusted for patient demographics, health conditions, facility characteristics and time trends.
resultsCompared with non-expansion states, service volume in the expansion regions increased more for the two acute conditions (49 and 27% vs. 1% and - 4%) and decreased less for the selective condition (- 12% vs. -34%) after ACA Medicaid expansion. Medicaid expansion was associated with significant decreases in patient functional improvements (- 1.63 points for stroke, - 3.61 points for fracture and - 2.73 points for joint; P < 0.05). Length of stay and the possibility of returning to community after discharge were not significantly different.
conclusionsMedicaid expansion was associated with increases in the utilization of inpatient rehabilitation services and decreases in the patient functional improvements. Cautions should be taken with the decreases in functional improvements among some subpopulation in the short-term; longer follow up periods are needed to account for gradual changes in patient needs.
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