Evidence map›Paper›PMID 42658857›Full record

ArticlePloS one2026

Contract labor costs and financial performance at high and low surgical volume hospitals.

Samuel J Enumah, Xue Wu, Xueya Cai, Yue Li

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Samuel J EnumahDepartment of Surgery, University of Rochester Medical Center, Rochester, New York, United States of America.ORCID https://orcid.org/0000-0001-7055-3231
Xue WuDepartment of Surgery, University of Rochester Medical Center, Rochester, New York, United States of America.
Xueya CaiSurgical Health Outcomes Research Enterprise, University of Rochester Medical Center, Rochester, New York, United States of America.
Yue LiDepartment of Public Health Sciences, University of Rochester Medical Center, Rochester, New York, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRising labor costs negatively impact hospitals' financial stability. Poor hospital financial performance raises the probability of bankruptcy and closure, which limits patients' access to critically important medical and surgical care. The objective of the study was to determine the association between contract labor costs and hospital financial performance and examine if this relationship is modified by surgical volume.

methodsWe used data from the National Academy for State Health Policy, the American Hospital Association, and the RAND Corporation to analyze general and financial characteristics of U.S. hospitals. The primary outcomes were hospital operating margin, total margin, and financial distress. Generalized estimating equations were used to identify associations between contract labor costs and financial performance.

resultsOur sample included 22,366 hospital-year observations from 2,914 hospitals. Higher contract labor costs were associated with lower operating margins (coefficient -0.13, 95% confidence interval (CI) -0.17 to -0.10; p < 0.001), lower total margins (coefficient -0.11, 95% CI -0.14 to -0.07; p < 0.001), and higher financial distress (odds ratio 1.01, 95% CI 1.00 to 1.02; p = 0.003). High surgical volume was associated with higher operating margins (coefficient 1.40, 95% CI 0.86 to 1.95; p < 0.001), higher total margins (coefficient 1.62, 95% CI 1.12 to 2.12; p < 0.001), and a lower risk of financial distress (OR 0.77, 95% CI 0.64 to 0.94; p = 0.008) compared to low surgical volume. The interaction term for contract labor costs and high-volume status was not statistically significant for operating margin (coefficient -0.02, 95% CI -0.08 to 0.05; p = 0.605), total margin (coefficient -0.04, 95% CI -0.09 to 0.02; p = 0.179), or financial distress (OR 1.01, 95% CI 0.99 to 1.03; p = 0.303).

conclusionsHigher contract labor costs were associated with lower hospital profit margins. High surgical volume may not offer financial protection against the economic challenge of contract labor costs.

Indexed as

ContractsEconomics, HospitalFinancial Management, HospitalHospitals, High-VolumeHospitals, Low-VolumeHumansUnited States

Identifiers

PMID42658857
PMCPMC13521374

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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.