Evidence map›Paper›PMID 36763368›Full record

ArticleJAMA health forum2023

Association of Commercial-to-Medicare Relative Prices With Health System Financial Performance.

Fredric Blavin, Nancy Kane, Robert Berenson, Bonnie Blanchfield, Stephen Zuckerman

Open access · goldAbstract read
In one paragraph

Article in JAMA health forum, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.7field-weighted citation impact, top 10% of its field
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

3 citing papers in PubMed, 3 citations in OpenAlex.

  1. Article
  2. Article
  3. An updated model of rural hospital financial distress.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
    Article
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

5 authors at 2 institutions in 1 country.

Fredric BlavinHealth Policy Center, Urban Institute, Washington, DC.
Nancy KaneHarvard T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts.
Robert BerensonHealth Policy Center, Urban Institute, Washington, DC.
Bonnie BlanchfieldHarvard T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts.
Stephen ZuckermanHealth Policy Center, Urban Institute, Washington, DC.
Urban Institute · USHarvard University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Various studies have documented the rise in commercial insurance prices during the past 2 decades; however, estimates on the association of rising costs with health systems' financial health are lacking. This study calculated 2 measures from standardized Audited Financial Statements (AFSs)-operating margins and days of unrestricted cash on hand-to explore the associations. Objective: To estimate the association between health systems' financial condition and the ratio of commercial to Medicare relative prices. Design, Setting, and Participants: This cross-sectional analysis combined standardized 2018 AFSs from a large sample of US health systems with publicly available relative price data to assess the association between their financial outcomes and commercial-to-Medicare relative inpatient prices. The 2018 AFSs were collected and standardized from a convenience sample of multihospital health systems and single hospitals that were included in round 4 of the RAND Hospital Price Transparency Study. Cross-sectional, multivariate regression models were estimated, controlling for payer mix and other system characteristics, and models were weighted by health systems' 2018 adjusted admissions. The analyses were conducted July 2021 through November 2022. Exposures: The commercial-to-Medicare relative price for inpatient services (2018-2020 pooled average), which represents the average amount paid by commercial plans as a percentage of what Medicare would have paid to the same health system for the same services. Main Outcomes and Measures: Operating margins and days cash on hand, which capture complementary aspects of financial performance (profitability and liquidity). Results: The study sample included 156 health systems in the US, representing diverse geography, size, and ownership type. Mean (SD) days cash on hand were 180.1 (113.3) and operating margins were 3.3% (3.6%) in 2018. Overall, a 1-unit increase in the commercial-to-Medicare relative price ratio was associated with a 21.3% (95% CI, 21.3% to 21.4%; P < .001) increase in days cash on hand and a 2.7 (95% CI, 2.7 to 2.7; P < .001) percentage point increase in average operating margins. Higher Medicaid payer mix share was associated with fewer days cash on hand (-3.3%; 95% CI, -3.3% to -3.3%; P < .001) and lower operating margins (-0.081; 95% CI, -0.082 to -0.081; P < .001). Conclusions and Relevance: This cross-sectional study of health system financial data found that higher commercial-to-Medicare relative prices and a lower Medicaid payer share were associated with higher profits and more days cash on hand. These findings provide evidence against the claim that relatively higher commercial prices are primarily used to offset losses from public payers rather than to increase profits and liquidity.

Indexed as

MedicaidMedicareCosts and Cost AnalysisCross-Sectional StudiesOwnershipUnited States

Identifiers

PMID36763368
PMCPMC9918880
OpenAlexW4319814569

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.