ArticleJournal of general internal medicine2020
Potentially Preventable Spending Among High-Cost Medicare Patients: Implications for Healthcare Delivery.
Article in Journal of general internal medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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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.
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.
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Who cites it
8 citing papers in PubMed.
- Chronic conditions and healthcare cost and utilization among underserved Medicare beneficiaries.PloS one · 2026Article
- Characterizing Cross-Provincial High-Cost Patients in Rural China: Cross-Sectional Study.JMIR public health and surveillance · 2025Article
- Subgroups of High-Cost Patients and Their Preventable Inpatient Cost in Rural China.International journal of health policy and management · 2024Article
- Chronic Medication Nonadherence and Potentially Preventable Healthcare Utilization and Spending Among Medicare Patients.Journal of general internal medicine · 2022Article
- High-Cost Users of Prescription Drugs: National Health Insurance Data from South Korea.Journal of general internal medicine · 2022Observational
- Temporal Patterns of High-Spend Subgroups Can Inform Service Strategy for Medicare Advantage Enrollees.Journal of general internal medicine · 2022Article
- A Global Equity Model (GEM) for the Advancement of Community Health and Health Equity.NAM perspectives · 2022Review
- Characterizing Potentially Preventable Hospitalizations of High-Cost Patients in Rural China.Frontiers in public health · 2022Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
backgroundHigh-cost patients account for a disproportionate share of healthcare spending. The proportion and distribution of potentially preventable spending among subgroups of high-cost patients are largely unknown.
objectiveTo examine the distribution of potentially preventable spending among high-cost Medicare patients overall and potentially preventable spending associated with each high-cost category.
designA cross-sectional study. We merged Medicare claims and social determinants of health data to group patients into high-cost categories and quantify potentially preventable spending. PATIENTS: A total of 556,053 Medicare fee-for-service and dual-eligible beneficiaries with at least one healthcare encounter in the New York metropolitan area in 2014. MAIN MEASURES: High-cost patients were mapped into 10 non-mutually exclusive categories. The primary outcome was episodic spending associated with preventable ED visits, preventable hospitalizations, and unplanned 30-day readmissions. KEY
resultsOverall, potentially preventable spending accounted for 10.4% of overall spending in 2014. Preventable spending accounted for 13.3% of total spending among high-cost patients and 4.9% among non-high-cost patients (P < 0.001). Among high-cost patients, 44.0% experienced at least one potentially preventable encounter compared with 11.4% of non-high-cost patients (P < 0.001), and high-cost patients accounted for 71.5% of total preventable spending. High-cost patients had on average $11,502 in potentially preventable spending-more than 20 times more than non-high-cost patients ($510). High-cost patients in the seriously ill, frail, or serious mental illness categories accounted for the highest proportion of potentially preventable spending overall, while end-stage renal disease, serious illness, and opioid use disorder were associated with the highest preventable spending per patient.
conclusionPotentially preventable spending was concentrated among high-cost patients who were seriously ill, frail, or had a serious mental illness. Interventions targeting these subgroups may be helpful for reducing preventable utilization.
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