Evidence map›Paper›PMID 41739472›Full record

ArticleJAMA network open2026

Staffing of Qualified Social Workers and Nursing Home Quality of Care.

Yutong Chen, Ling Xu, Wei Jiang, Noelle Fields

Abstract read
In one paragraph

Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Yutong ChenDepartment of Economics, University of Texas at Arlington.
Ling XuSchool of Social Work, University of Texas at Arlington.
Wei JiangDepartment of Mathematics, Division of Data Science and Center of Innovation for Health Informatics, University of Texas at Arlington.
Noelle FieldsSchool of Social Work, University of Texas at Arlington.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Nursing homes provide 24-hour care for more than 1.2 million US residents with complex medical and psychosocial needs. Social workers play a role in supporting person-centered care, yet many facilities lack adequate social worker coverage, and evidence associating qualified social worker staffing with quality outcomes remains limited. Objective: To examine the association between staffing of qualified social workers and nursing home quality outcomes, with attention to facilities serving residents with Alzheimer disease and related dementias. Design, Setting, and Participants: This facility-level cohort study used a synthetic difference-in-differences design with staggered adoption to analyze 2491 US nursing homes from January 1, 2017, to December 31, 2021, comparing facilities that employed a qualified social worker during 2018 to 2021 with those that had not yet employed one. Data analysis was conducted between October 1, 2024, and December 29, 2025. Exposure: Employment of a qualified social worker, defined as any facility with an annual mean of greater than 0 daily hours worked by employed (noncontract) qualified social workers. Main Outcomes and Measures: The primary outcome was the proportion of residents restrained. Secondary outcomes include hospitalizations per resident-year, 30-day rehospitalization among postacute admissions, and successful discharge to the community within 100 days. Results: The analysis included 2491 facilities. The mean (SD) resident age was 79.0 (5.9) years, and the mean (SD) share of female admissions was 0.58 (0.10). The mean (SD) Medicaid share was 0.61 (0.21), and the mean (SD) Medicare share was 0.14 (0.11). Qualified social worker staffing was associated with a 0.3-percentage point reduction in restraint use (95% CI, -0.6 to -0.0 percentage points), 46% of the 2017 mean. No significant associations were observed for hospitalizations, rehospitalization rates, or discharges. In subgroup analyses, facilities with above-median dementia prevalence had 0.5-percentage point lower restraint use (95% CI, -0.9 to -0.1 percentage points), with no association in low-prevalence facilities. Conclusions and Relevance: In this cohort study of US nursing homes, employment of a qualified social worker was associated with reduced restraint use, particularly in facilities with higher dementia prevalence. These findings support policies to expand social work capacity to promote person-centered, less-restrictive care in nursing homes.

Indexed as

Nursing HomesPersonnel Staffing and SchedulingQuality of Health CareSocial WorkersAgedAged, 80 and overCohort StudiesFemaleHumansMaleNursing Home ResidentsUnited States

Identifiers

PMID41739472
PMCPMC12936878

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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.