ArticleJAMA internal medicine2015
Changes in Low-Value Services in Year 1 of the Medicare Pioneer Accountable Care Organization Program.
Article in JAMA internal medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 papers, 3 of them syntheses that pooled it.
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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.
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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.
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Who cites it
93 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- The Impact of Choosing Wisely Interventions on Low-Value Medical Services: A Systematic Review.The Milbank quarterly · 2021Pooled it
- Effects of Monetary Incentives in Physician Groups: A Systematic Review of Reviews.Applied health economics and health policy · 2020Pooled it
- Pooled it
- Medicare Shared Savings Program and Disparities for Patients With Low Income.JAMA network open · 2026Article
- Advancing the Field of Deimplementation: Perspectives on Low-Value Clinical Preventive Services.AJPM focus · 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
- Does Low-Value Care Explain Health Care Utilization Inequities Among Asian and Latino Populations?Health services research · 2025Article
- Use of Low-Value Cancer Treatments in Medicare Advantage Versus Traditional Medicare.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025Article
- Primary Care Physician Characteristics and Low-Value Care Provision in Japan.JAMA health forum · 2025Article
- Associations of Chinese diagnosis-related group system with low-value coronary revascularisation: an interrupted time series analysis.BMJ open · 2025Observational
- Trends in antipsychotic prescribing among community-dwelling older adults with dementia, 2010-2018.Health affairs scholar · 2025Article
- Parent-identified opportunities for improving asthma care for children insured by Medicaid following implementation of statewide Medicaid Accountable Care Organizations in Massachusetts.Frontiers in allergy · 2025Article
- A study on collaborative governance of excessive medical care based on three-way evolutionary game and simulation.Frontiers in public health · 2025Article
- Evaluation of Low-Value Services Across Major Medicare Advantage Insurers and Traditional Medicare.JAMA network open · 2024Article
- Relationship Between Insurance Status and Receipt of Cardiac Tests and Procedures During Hospitalization: A Cross-Sectional Study.Journal of the American Heart Association · 2024Article
- Use and Cost of Low-Value Services Among Veterans Dually Enrolled in VA and Medicare.Journal of general internal medicine · 2024Article
- Effect of Health Service Area on Primary Care Physician Provision of Low-Value Cancer Screening.Annals of internal medicine · 2024Article
- Trends in low-value cancer care during the COVID-19 pandemic.The American journal of managed care · 2024Article
- Differences in use of high- and low-value health care between immigrant and US-born adults.Health services research · 2023Article
- Measuring low-value care in hospital discharge records: evidence from China.The Lancet regional health. Western Pacific · 2023Article
33 more citing papers are in PubMed but not listed here.
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Authors and funding
4 authors.
Funding
Abstract
importanceWasteful practices are widespread in the US health care system. It is unclear if payment models intended to improve health care efficiency, such as the Medicare accountable care organization (ACO) programs, discourage the provision of low-value services.
objectiveTo assess whether the first year of the Medicare Pioneer ACO program was associated with a reduction in use of low-value services. DESIGN, SETTING, AND
participantsIn a difference-in-differences analysis, we compared use of low-value services between Medicare fee-for-service beneficiaries attributed to health care provider groups that entered the Pioneer program (ACO group) and beneficiaries attributed to other health care providers (control group) before (2009-2011) vs after (2012) Pioneer ACO contracts began. Data analysis was conducted from December 1, 2014, to June 27, 2015. Comparisons were adjusted for beneficiaries' sociodemographic and clinical characteristics as well as for geography. We decomposed estimates according to service characteristics (clinical category, price, and sensitivity to patient preferences) and compared estimates between subgroups of ACOs with higher vs lower baseline use of low-value services. MAIN OUTCOMES AND MEASURES: Use of, and spending on, 31 services in instances that provide minimal clinical benefit, measured as annual service counts per 100 beneficiaries and price-standardized annual service spending per 100 beneficiaries.
resultsDuring the precontract period, trends in the use of low-value services were similar for the ACO and control groups. The first year of ACO contracts was associated with a differential reduction (95% CI) of 0.8 low-value services per 100 beneficiaries for the ACO group (-1.2 to -0.4; P < .001), corresponding to a 1.9% differential reduction in service quantity (-2.9% to -0.9%) and a 4.5% differential reduction in spending on low-value services (-7.5% to -1.4%; P = .004). Differential reductions were similar for services less sensitive vs more sensitive to patient preferences and for higher- vs lower-priced services. The ACOs with higher than their markets' mean baseline levels of low-value service use experienced greater service reductions (-1.2 services per 100 beneficiaries; -1.7 to -0.7; P < .001) than did ACOs with use below the mean (-0.2 services per 100 beneficiaries, -0.6 to -0.2; P = .41; P = .003 for test of difference between subgroups). CONCLUSIONS AND RELEVANCE: During its first year, the Pioneer ACO program was associated with modest reductions in low-value services, with greater reductions for organizations providing more low-value care. Accountable care organization-like risk contracts may be able to discourage use of low-value services even without specifying services to target.
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