ArticleJournal of general internal medicine2015
Choosing wisely: prevalence and correlates of low-value health care services in the United States.
Article in Journal of general internal medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to 2 registered trials, which are not on this map. Cited by 148 papers, 6 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.
A Pragmatic Randomized-controlled Trial of a Multi-pronged Electronic Health Record-based Clinical Decision Support Tool to Reduce Low-value Antipsychotic Prescriptions Among Older Adults With Alzheimer's and Related Dementias
Preoperative Evaluation: Impact on Perioperative Complications
Who cites it
148 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Impact and effect of imaging referral guidelines on patients and radiology services: a systematic review.European radiology · 2025Pooled it
- Overuse of diagnostic testing in healthcare: a systematic review.BMJ quality & safety · 2022Pooled it
- The Impact of Choosing Wisely Interventions on Low-Value Medical Services: A Systematic Review.The Milbank quarterly · 2021Pooled it
- Addressing overuse of health services in health systems: a critical interpretive synthesis.Health research policy and systems · 2018Pooled it
- Determinants of Potentially Inappropriate Medication Use in Long-Term and Acute Care Settings: A Systematic Review.Journal of the American Medical Directors Association · 2017Pooled it
- Are low-value care measures up to the task? A systematic review of the literature.BMC health services research · 2016Pooled it
- What is in your wallet? A cluster randomized trial of the effects of showing comparative patient out-of-pocket costs on primary care prescribing for uncomplicated hypertension.Implementation science : IS · 2018Trial
- The effectiveness of a de-implementation strategy to reduce low-value blood management techniques in primary hip and knee arthroplasty: a pragmatic cluster-randomized controlled trial.Implementation science : IS · 2017Trial
- Variations in general practitioners' referrals to low-value MRI examinations in Norway: A nationwide register-based study.The European journal of general practice · 2026Article
- From CXR to ultrasound: a multi-framework approach to advancing De-implementation in acute care.Implementation science communications · 2026Article
- Prior X-Ray and Diagnostic Yield of Knee MRI: A Retrospective Study of Imaging Pathways and Healthcare Utilization.Healthcare (Basel, Switzerland) · 2026Article
- Professional Responsibilities for Planetary Health Stewardship.Journal of general internal medicine · 2026Article
- DRG payment, financial signals, and low-value hospitalizations in China.Frontiers in public health · 2026Article
- Preoperative Risk Stratification for Major Events.Clinics in colon and rectal surgery · 2026Review
- Addressing the overuse-underuse paradox in healthcare.Medicine, health care, and philosophy · 2025Article
- Integrating Prior Authorization Into Clinical Workflows for Care Access and Practitioner Experience.JAMA network open · 2025Article
- Management of low back pain among Medicaid beneficiaries: modalities, patterns, and perspectives across states.Health affairs scholar · 2025Article
- Technology regulation reconsidered: The effects of certificate of need policies on the quantity and quality of diagnostic imaging.Journal of health economics · 2025Article
- Nurses' self-efficacy and outcome expectancy in evidence-based practice: Translation, construct validity and internal consistency of the Dutch scales.International journal of nursing studies advances · 2025Article
- Evaluating the impact of 2011 tort reform limiting noneconomic damages in North Carolina and Tennessee on testing, imaging, and procedure utilization.Health services research · 2025Article
88 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
5 authors.
Funding
Abstract
backgroundSpecialty societies in the United States identified low-value tests and procedures that contribute to waste and poor health care quality via implementation of the American Board of Internal Medicine Foundation's Choosing Wisely initiative.
objectiveTo develop claims-based algorithms, to use them to estimate the prevalence of select Choosing Wisely services and to examine the demographic, health and health care system correlates of low-value care at a regional level.
designUsing Medicare data from 2006 to 2011, we created claims-based algorithms to measure the prevalence of 11 Choosing Wisely-identified low-value services and examined geographic variation across hospital referral regions (HRRs). We created a composite low-value care score for each HRR and used linear regression to identify regional characteristics associated with more intense use of low-value services. PATIENTS: Fee-for-service Medicare beneficiaries over age 65. MAIN MEASURES: Prevalence of selected Choosing Wisely low-value services. KEY
resultsThe national average annual prevalence of the selected Choosing Wisely low-value services ranged from 1.2% (upper urinary tract imaging in men with benign prostatic hyperplasia) to 46.5% (preoperative cardiac testing for low-risk, non-cardiac procedures). Prevalence across HRRs varied significantly. Regional characteristics associated with higher use of low-value services included greater overall per capita spending, a higher specialist to primary care ratio and higher proportion of minority beneficiaries.
conclusionsIdentifying and measuring low-value health services is a prerequisite for improving quality and eliminating waste. Our findings suggest that the delivery of wasteful and potentially harmful services may be a fruitful area for further research and policy intervention for HRRs with higher per-capita spending. These findings should inform action by physicians, health systems, policymakers, payers and consumer educators to improve the value of health care by targeting services and areas with greater use of potentially inappropriate care.
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.