Evidence map›Paper›PMID 41926123›Full record

ArticleJAMA network open2026

Unionization, Ownership Status, and Direct Care Worker Turnover.

Geoffrey M Gusoff, Heeeun Jang, Daniel Spertus, Kiran Abraham-Aggarwal, Ariel Avgar, Madeline Sterling

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

6 authors.

Geoffrey M GusoffDepartment of Family Medicine, UCLA David Geffen School of Medicine, Los Angeles, California.
Heeeun JangSchool of Industrial and Labor Relations, Cornell University, Ithaca, New York.
Daniel SpertusDepartment of Medicine, Weill Cornell Medicine, New York, New York.
Kiran Abraham-AggarwalSchool of Industrial and Labor Relations, Cornell University, Ithaca, New York.
Ariel AvgarSchool of Industrial and Labor Relations, Cornell University, Ithaca, New York.
Madeline SterlingDepartment of Medicine, Weill Cornell Medicine, New York, New York.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Direct care workers (DCWs) provide essential support for millions of older individuals in the US, but high workforce turnover-the rate at which workers leave the DCW workforce-undermines care access and quality. Structural factors associated with DCW working conditions, such as unionization and employer ownership status, may play an important role in DCW retention, but their association with DCW workforce turnover is not known. Objective: To assess the association of unionization and ownership with workforce turnover among DCWs. Design, Setting, and Participants: Data on DCW turnover for this cross-sectional study were obtained from the Outgoing Rotation Groups of the Current Population Survey, an annual survey of 60 000 US households, from January 1, 2009, to December 31, 2024. The study population included individuals aged 15 years or older who were employed as DCWs. Exposures: Unionization (whether the respondent was covered by a union through their DCW role) and employer ownership status (whether their employer was for profit, nonprofit, or publicly owned). Main Outcomes and Measures: The main outcome of interest was workforce turnover at 1 year, defined as reporting a non-DCW occupation or no occupation 1 year after the initial survey. Bivariate analyses and logistic regression were used to compare DCW turnover rates across union status and employer ownership type and test whether ownership type moderates the association between unionization and turnover. Results: The overall sample included 18 175 DCWs (mean [SD] age, 44.0 [14.7] years; 15 860 female DCWs [86.5%]). In the fully adjusted models, the estimated probability of turnover was significantly lower among unionized DCWs than nonunionized DCWs overall (37.4% vs 45.0%; odds ratio [OR], 0.72 [95% CI, 0.64-0.81]), at nonprofit organizations (33.6% vs 47.1%; OR, 0.56 [95% CI, 0.39-0.80]) and at for-profit organizations (35.2% vs 45.9%; OR, 0.63 [95% CI, 0.54-0.75]), but not at public employers (39.8% vs 41.0%; OR, 0.95 [95% CI, 0.78-1.16]). Public ownership was also directly associated with lower turnover (39.1% vs 41.8%; OR, 0.89 [95% CI, 0.80-1.00]) compared with for-profit ownership. Conclusions and Relevance: In this cross-sectional study of DCWs, employer ownership status and unionization were independently and jointly associated with DCW workforce turnover rates, suggesting that these structural factors may play an important role in DCW retention. State and federal policies that facilitate DCW unionization or public employment of DCWs may significantly improve DCW retention.

Indexed as

Home Health AidesLabor UnionsOwnershipPersonnel TurnoverAdultCross-Sectional StudiesFemaleFrontline WorkersHumansMaleMiddle AgedUnited States

Identifiers

PMID41926123
PMCPMC13047459

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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.