Evidence map›Paper›PMID 33743706›Full record

Observational studyBMC health services research2021

Inpatient rehabilitation service utilization and outcomes under US ACA Medicaid expansion.

Ying Jessica Cao, Jing Nie, Katia Noyes

Open access · goldAbstract readObservational Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.8field-weighted citation impact, top 10% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 8 citations in OpenAlex.

  1. Review
  2. Observational
  3. Article
  4. Article
  5. Article
  6. Article
  7. How to become a strategic purchaser of rehabilitation services.Bulletin of the World Health Organization · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 2 institutions in 1 country.

Ying Jessica CaoDepartment of Population Health Sciences, University of Wisconsin - Madison, 760B WARF Office Building, 610 Walnut St, Madison, WI, 53726, USA. ycao245@wisc.edu.ORCID http://orcid.org/0000-0002-5907-8959
Jing NieDepartment of Epidemiology and Environmental Health, Division of Health Services Policy and Practice, The State University of New York - Buffalo, Buffalo, NY, USA.
Katia NoyesDepartment of Epidemiology and Environmental Health, Division of Health Services Policy and Practice, The State University of New York - Buffalo, Buffalo, NY, USA.
Kaleida Health · USUniversity of Wisconsin–Madison · US

Funding

School of Medicine and Public Health, University of Wisconsin-Madison AAI2989
6 · The paper itself

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.

Indexed as

StrokeStroke RehabilitationAdolescentAdultHumansInpatientsMedicaidMiddle AgedPatient DischargeUnited StatesYoung AdultCare access and utilizationHealth outcomes and functional statusMedicaidPost-acute care

Identifiers

PMID33743706
PMCPMC7981887
OpenAlexW3138913910

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.