ArticlePloS one2013
Do more hospital beds lead to higher hospitalization rates? a spatial examination of Roemer's Law.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 65 papers, 2 of them syntheses that pooled 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.
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
65 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Gravity models for potential spatial healthcare access measurement: a systematic methodological review.International journal of health geographics · 2023Pooled it
- Health service use and costs associated with aggressiveness or agitation and containment in adult psychiatric care: a systematic review of the evidence.BMC psychiatry · 2015Pooled it
- Disparities in direct access to acute geriatric care - an observational analysis of geographic variations of ambulance conveyance.BMC geriatrics · 2026Observational
- Virginia's inpatient mental healthcare geography post SB260.Health policy OPEN · 2026Article
- Association between commercial health insurance and out-of-pocket health expenditure: evidence from provincial panel data in China, 2011-2022.BMC health services research · 2026Article
- Assessment of potentially avoidable hospitalizations in Ningxia, China: application of a China-specific ACSCs list.Frontiers in public health · 2026Article
- Supply of interventional cardiologists and the provision of lower-value Percutaneous Coronary Interventions (PCI).PloS one · 2026Article
- Inequality in the Distribution and Utilization of Healthcare Resources in Kazakhstan (2002-2023): A Spatiotemporal Analysis.International journal of environmental research and public health · 2025Article
- Lower ambulatory care availability and greater hospital capacity are associated with higher hospital case volumes.Research in health services & regions · 2025Article
- Informing equitable access to care: a cross-sectional study of travel burden to primary and rheumatology care for people with rheumatoid arthritis.International journal for equity in health · 2025Article
- The Impact of Hospital Competition on the Quality of Care in Europe: A Systematic Review.Healthcare (Basel, Switzerland) · 2024Review
- Impact of health spending on hospitalization rates in Baltic countries: a comparative analysis.BMC health services research · 2024Article
- Identification of factors associated with opioid-related and hepatitis C virus-related hospitalisations at the ZIP code area level in the USA: an ecological and modelling study.The Lancet. Public health · 2024Article
- Healthcare utilization patterns of individuals with depression after national policy to increase the mental health workforce in primary care: a data linkage study.BMC primary care · 2024Article
- Hospital-Level NICU Capacity, Utilization, and 30-Day Outcomes in Texas.JAMA network open · 2024Article
- Temporal trend in hospitalizations for malignant neoplasm and benign neoplasm: a nationwide study, China, 2004-2020.BMC cancer · 2024Article
- Treatable mortality and health care related factors across European countries.Frontiers in public health · 2024Article
- Geographic variation in inpatient medical expenditure among older adults aged 75 years and above in Japan: a three-level multilevel analysis of nationwide data.Frontiers in public health · 2024Article
- Stakeholders' perspectives on capturing societal cost savings from a quality improvement initiative: A qualitative study.PloS one · 2024Article
- Exploring the association between primary care efficiency and health system characteristics across European countries: a two-stage data envelopment analysis.BMC health services research · 2023Article
5 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRoemer's Law, a widely cited principle in health care policy, states that hospital beds that are built tend to be used. This simple but powerful expression has been invoked to justify Certificate of Need regulation of hospital beds in an effort to contain health care costs. Despite its influence, a surprisingly small body of empirical evidence supports its content. Furthermore, known geographic factors influencing health services use and the spatial structure of the relationship between hospital bed availability and hospitalization rates have not been sufficiently explored in past examinations of Roemer's Law. We pose the question, "Accounting for space in health care access and use, is there an observable association between the availability of hospital beds and hospital utilization?"
methodsWe employ an ecological research design based upon the Anderson behavioral model of health care utilization. This conceptual model is implemented in an explicitly spatial context. The effect of hospital bed availability on the utilization of hospital services is evaluated, accounting for spatial structure and controlling for other known determinants of hospital utilization. The stability of this relationship is explored by testing across numerous geographic scales of analysis. The case study comprises an entire state system of hospitals and population, evaluating over one million inpatient admissions.
resultsWe find compelling evidence that a positive, statistically significant relationship exists between hospital bed availability and inpatient hospitalization rates. Additionally, the observed relationship is invariant with changes in the geographic scale of analysis.
conclusionsThis study provides evidence for the effects of Roemer's Law, thus suggesting that variations in hospitalization rates have origins in the availability of hospital beds. This relationship is found to be robust across geographic scales of analysis. These findings suggest continued regulation of hospital bed supply to assist in controlling hospital utilization is justified.
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.