ArticleJAMA network open2023
Analysis of Hospital Operating Margins and Provision of Safety Net Services.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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.
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
14 citing papers in PubMed, 22 citations in OpenAlex.
- Standard Intraoperative Fluid Practices During the 2024 Intravenous Fluid Shortage.JAMA network open · 2026Article
- Variation in medical claim denials: safety-net providers are hardest hit.Health affairs scholar · 2026Article
- Quantifying the U.S. surgical instrument fleet and its reprocessing burden: implications for cost and sustainability in healthcare.BMC health services research · 2026Article
- Operational Efficiency and Liquidity Within Hurricane Prone Hospitals in the United States: A Regional Study.International journal of financial research · 2026Article
- Regional changes in inpatient psychiatric bed capacity and availability of alternative psychiatric services, 2012-2022.Health affairs scholar · 2025Article
- Strengthening essential emergency departments: Transforming the safety net.Health affairs scholar · 2025Article
- Structural Discrimination in Nonprofit Hospital Community Benefit Spending.JAMA health forum · 2025Article
- Home Environment as a Therapeutic Target for Prevention and Treatment of Chronic Diseases: Delivering Restorative Living Spaces, Patient Education and Self-Care by Bridging Biophilic Design, E-Commerce and Digital Health Technologies.International journal of environmental research and public health · 2025Article
- Pediatric Asthma Exacerbations in the Bronx: A National Perspective on Hospitalization Outcomes.Pediatric pulmonology · 2025Article
- Barriers and Facilitators to Establishing Partnerships for Substance Use Disorder Care Transitions Between Safety-Net Hospitals and Community-Based Organizations.Journal of general internal medicine · 2024Article
- Toward a Climate-Ready Health Care System: Institutional Motivators and Workforce Engagement.The Milbank quarterly · 2024Article
- Associations of U.S. hospital closure (2007-2018) with area socioeconomic disadvantage and racial/ethnic composition.Annals of epidemiology · 2024Article
- Changes in US Hospital Financial Performance During the COVID-19 Public Health Emergency.JAMA health forum · 2023Article
- Geographic and Socioeconomic Variability in Commercially Negotiated Pricing for Hip and Knee Arthroplasty.JB & JS open accessArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
Abstract
Importance: Safety net hospitals (SNH) provide many community services. The cost of providing these services is unknown. Objective: To determine what safety net criteria are associated with differences in hospital operating margin. Design, Setting, and Participants: This cross-sectional study of US acute care hospitals from 2017 to 2019 included eligible hospitals identified from US Centers for Medicare & Medicaid Services Cost Reports. Exposures: Five domains of SNH: undercompensated care measured using the Disproportionate Share Hospital index, uncompensated care, essential community services, neighborhood disadvantage, and sole community hospital and critical access hospital status. Each was categorized as a quintile or binary response. Covariates included hospital ownership, size, teaching status, census region, urbanicity, and wage index. Main Outcomes and Measures: Operating margin and its association with each safety net criterion was determined using linear regression adjusting for all safety net criteria and covariates. Results: A total of 4219 hospitals were analyzed, of which 3329 hospitals (78.9%) satisfied at least 1 safety net criterion; 23 hospitals (0.5%) met 4 or all 5 criteria. Among safety net criteria, the highest quintile of undercompensated care (-6.2 percentage point difference compared with lowest quintile; 95% CI, -8.2 to -4.2 percentage points), uncompensated care (-3.4 percentage points; 95% CI, -5.1 to -1.6 percentage points), and neighborhood disadvantage (-3.9 percentage points; 95% CI, -5.7 to -2.1 percentage points) were each associated with a lower operating margin. No association with operating margin was found between critical access or sole community hospital status (0.9 percentage points; 95% CI, -0.8 to 2.7 percentage points) or the highest vs lowest quintile of essential services (0.8 percentage points; 95% CI, -1.2 to 2.7 percentage points). Among essential services, burn, inpatient psychiatry, and primary care services were associated with lower operating margin, while others were either not associated or showed positive association. Fall-off in operating margin by level of uncompensated care was most severe in the highest percentiles of uncompensated care, with the most marked declines among those with the lowest operating margin. Conclusions and Relevance: In this cross-sectional study of SNH, hospitals in the highest quintiles of undercompensated care, uncompensated care, and neighborhood disadvantage were more financially vulnerable than those not in the top quintile, especially when they met numerous of these criteria. Ensuring targeting of financial support to these hospitals could improve their financial stability.
Indexed as
Identifiers
What OpenQuestion holds
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.