ArticleRisk management and healthcare policy2023
An Exploratory Analysis of the Association Between Hospital Labor Costs and the Quality of Care.
Article in Risk management and healthcare policy, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 17 citations in OpenAlex.
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- Selective strategic adaptation and structural trade-offs in a public traditional Chinese medicine hospital under China's national performance appraisal: a longitudinal study.Frontiers in health services · 2026Article
- Exploring the Interplay Between Healthcare Quality and Economic Viability Through Massive Data Analysis-Driven Multi-Hospital Management in a Spanish Private Multi-Hospital Network.Healthcare (Basel, Switzerland) · 2025Article
- Improving Efficiency and Safety with Prefilled Syringes: A Model-Based Economic Evaluation for US Healthcare Settings.ClinicoEconomics and outcomes research : CEOR · 2025Article
- When Agency Fails: An Analysis of the Association Between Hospital Agency Staffing and Quality Outcomes.Risk management and healthcare policy · 2024Article
- Beyond the Balance Sheet: Investigating the Association Between NHA Turnover and Nursing Home Financial Performance.Risk management and healthcare policy · 2024Article
- Agency Staffing and Hospital Financial Performance: Insights and Implications.Journal of healthcare leadership · 2024Article
- Advancing the calculation of nurse turnover costs: A methodological approach using the RETAIN Framework.Nursing outlookArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: The competent healing touch of a caregiver is a critical component to the care patients receive. The more skilled the provider, the higher the likelihood outcomes will be delivered in a safe and effective manner. Unfortunately, in recent years, hospitals in the United States have faced immense financial pressures that are threatening their economic sustainability and patients' access to care in the future. Through the recent COVID-19 pandemic, the cost of delivering healthcare has continued to escalate, while the demand for patient care has exceeded many hospitals' capacity. Most troubling is the impact that the pandemic has had on the healthcare workforce, which has resulted in many hospitals struggling to fill vacancies at ever-increasing cost - all while under immense pressure to deliver quality patient care. What remains uncertain is whether the increase in labor costs has been matched with a commensurate rise in the quality of care or if quality has deteriorated as the labor force mix has changed to include more contract and temporary staff. Thus, in the enclosed study, we sought to determine what association, if any, exists between hospitals' cost of labor and the quality of care delivered. Methods and Models: Drawing from a representative national sample of nearly 3214 short-term acute care hospitals' common quality measures from the year 2021, we examined the labor cost-quality relationship via multivariate linear and logistic regression and found there is a persistent negative association across all quality outcome variables studied. Discussion: These findings lead us to believe simply paying more for hospital labor does not, by itself, ensure a positive patient outcome. We contend cautious use of temporary staff, measured adoption of short-term financial incentives, and robust staff development all should be considered as features of future workforce planning.
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Registered trials
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.