ArticleJAMA internal medicine2021
Low-Value Care at the Actionable Level of Individual Health Systems.
Article in JAMA internal medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 45 papers, 1 of them a synthesis 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
45 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Patient, provider, and system-level factors associated with preoperative cardiac testing: A systematic review.Journal of hospital medicine · 2023Pooled it
- Using United States medicare program claims to identify reliable measures of low value services influenced by primary care physician decisions.BMC health services research · 2026Observational
- Global burden of adverse effects of medical treatment from 1990 to 2021: a Global Burden of Disease Study 2021.The Korean journal of internal medicine · 2026Article
- Waste Generation in Pediatric Orthopaedic Hardware Removal Surgery.Journal of the Pediatric Orthopaedic Society of North America · 2026Article
- Supply of interventional cardiologists and the provision of lower-value Percutaneous Coronary Interventions (PCI).PloS one · 2026Article
- Digital Versus In-Person Physical Therapy in Adults With Musculoskeletal Conditions: Retrospective Matched-Cohort Analysis of Surgery and Low-Value Surgical Rates.Journal of medical Internet research · 2025Article
- Article
- VA Clinicians' Perspectives on Low-Value Health Service Use in the Veterans Health Administration: A Qualitative Study.Journal of general internal medicine · 2025Article
- Evaluation of Payer Policies to Reduce Low-Value Medical Device-Based Procedure Use.JAMA health forum · 2025Article
- Perspectives on High-Value Care Education Among US Medical Students.JAMA network open · 2025Article
- Low-Cost, High-Volume Health Services Contribute the Most to Unnecessary Health Spending due to Low-Value Care in Japan.medRxiv : the preprint server for health sciences · 2025Article
- Breaking with the status quo in end-of-life care through de-implementation.Journal of internal medicine · 2025Review
- Does Low-Value Care Explain Health Care Utilization Inequities Among Asian and Latino Populations?Health services research · 2025Article
- Primary Care Physician Characteristics and Low-Value Care Provision in Japan.JAMA health forum · 2025Article
- Esophagectomy Trends and Postoperative Outcomes at Private Equity-Acquired Health Centers.JAMA surgery · 2025Article
- Racial and Ethnic Differences in Low-Value Care Among Older Adults in a Large Statewide Health System.Journal of the American Geriatrics Society · 2025Article
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- Article
- Article
- Evaluation of Low-Value Services Across Major Medicare Advantage Insurers and Traditional Medicare.JAMA network open · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
5 authors.
Funding
Abstract
Importance: Low-value health care remains prevalent in the US despite decades of work to measure and reduce such care. Efforts have been only modestly effective in part because the measurement of low-value care has largely been restricted to the national or regional level, limiting actionability. Objectives: To measure and report low-value care use across and within individual health systems and identify system characteristics associated with higher use using Medicare administrative data. Design, Setting, and Participants: This retrospective cohort study of health system-attributed Medicare beneficiaries was conducted among 556 health systems in the Agency for Healthcare Research and Quality Compendium of US Health Systems and included system-attributed beneficiaries who were older than 65 years, continuously enrolled in Medicare Parts A and B for at least 12 months in 2016 or 2017, and eligible for specific low-value services. Statistical analysis was conducted from January 26 to July 15, 2021. Main Outcomes and Measures: Use of 41 individual low-value services and a composite measure of the 28 most common services among system-attributed beneficiaries, standardized to distance from the mean value. Measures were based on the Milliman MedInsight Health Waste Calculator and published claims-based definitions. Results: Across 556 health systems serving a total of 11 637 763 beneficiaries, the mean (SD) use of each of the 41 low-value services ranged from 0% (0.01%) to 28% (4%) of eligible beneficiaries. The most common low-value services were preoperative laboratory testing (mean [SD] rate, 28% [4%] of eligible beneficiaries), prostate-specific antigen testing in men older than 70 years (mean [SD] rate, 27% [8%]), and use of antipsychotic medications in patients with dementia (mean [SD] rate, 24% [8%]). In multivariable analysis, the health system characteristics associated with higher use of low-value care were smaller proportion of primary care physicians (adjusted composite score, 0.15 [95% CI, 0.04-0.26] for systems with less than the median percentage of primary care physicians vs -0.16 [95% CI, -0.27 to -0.05] for those with more than the median percentage of primary care physicians; P < .001), no major teaching hospital (adjusted composite, 0.10 [95% CI, -0.01 to 0.20] without a teaching hospital vs -0.18 [95% CI, -0.34 to -0.02] with a teaching hospital; P = .01), larger proportion of non-White patients (adjusted composite, 0.15 [95% CI, -0.02 to 0.32] for systems with >20% of non-White beneficiaries vs -0.06 [95% CI, -0.16 to 0.03] for systems with ≤20% of non-White beneficiaries; P = .04), headquartered in the South or West (adjusted composite, 0.28 [95% CI, 0.14-0.43] for the South and 0.22 [95% CI, 0.02-0.42] for the West compared with -0.09 [95% CI, -0.26 to 0.08] for the Northeast and -0.44 [95% CI, -0.60 to -0.28] for the Midwest; P < .001), and serving areas with more health care spending (adjusted composite, 0.23 [95% CI, 0.11-0.35] for areas above the median level of spending vs -0.24 [95% CI, -0.36 to -0.12] for areas below the median level of spending; P < .001). Conclusions and Relevance: The findings of this large cohort study suggest that system-level measurement and reporting of specific low-value services is feasible, enables cross-system comparisons, and reveals a broad range of low-value care use.
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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.