Observational studyJournal of managed care & specialty pharmacy2016
What Contributes Most to High Health Care Costs? Health Care Spending in High Resource Patients.
Observational study in Journal of managed care & specialty pharmacy, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 39 citations in OpenAlex.
- Pooled it
- Analysis of Health-Related Quality of Life in Multiple Sclerosis: A Bayesian Quantile LASSO Approach.Healthcare (Basel, Switzerland) · 2026Article
- Positive Airway Pressure Therapy and Health Care Resource Use in Patients With OSA and Comorbid Insomnia.Chest · 2026Article
- Article
- Article
- Buprenorphine Microinduction Treatment in Tri-Diagnosis Patients with Opioid Use Disorder and Chronic Non-Cancerous Pain.Current pain and headache reports · 2026Review
- Risk for Acute Care Utilization in Housing-Insecure Adults: A National Study of a Hot Spotter Program in the US Veterans Health Administration.Medical care · 2026Article
- Dose-response relationship of sleep apnea therapy and healthcare use in patients with comorbidities.Sleep · 2026Article
- The Effect of Sports and Recreational Programs on the Well-Being of Children and Adolescents Without Parental Care: A Systematic Review.Psychology in Russia : state of the art · 2025Review
- Health care resource utilization and costs of Medicare-enrolled patients with HR+/HER2- metastatic breast cancer treated with a CDK4/6i in the first-line setting.Journal of managed care & specialty pharmacy · 2025Article
- Association Between Sleep Apnea Treatment and Health Care Resource Use in Patients With Atrial Fibrillation.Journal of the American Heart Association · 2024Article
- National patterns of paroxetine use among US Medicare patients from 2015-2020.Frontiers in psychiatry · 2024Article
- Characteristics of High-Cost Beneficiaries of Prescription Drugs in Kazakhstan: A Cross-Sectional Study of Outpatient Data from 2022.ClinicoEconomics and outcomes research : CEOR · 2024Article
- High-Cost Users of Prescription Drugs: National Health Insurance Data from South Korea.Journal of general internal medicine · 2022Observational
- Gap in Willingness and Access to Video Visit Use Among Older High-risk Veterans: Cross-sectional Study.Journal of medical Internet research · 2022Article
- Prediction of health care expenditure increase: how does pharmacotherapy contribute?BMC health services research · 2019Article
- Chronic Diseases in High-Cost Users of Hospital, Primary Care, and Prescription Medication in the Capital Region of Denmark.Journal of general internal medicine · 2019Observational
- Incremental healthcare utilisation and costs among new senior high-cost users in Ontario, Canada: a retrospective matched cohort study.BMJ open · 2019Article
- Characterization of high healthcare utilizer groups using administrative data from an electronic medical record database.BMC health services research · 2019Article
- Robotic surgical rehearsal on patient-specific 3D-printed skull models for stereoelectroencephalography (SEEG).International journal of computer assisted radiology and surgery · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundU.S. health care spending nearly doubled in the decade from 2000-2010. Although the pace of increase has moderated recently, the rate of growth of health care costs is expected to be higher than the growth in the economy for the near future. Previous studies have estimated that 5% of patients account for half of all health care costs, while the top 1% of spenders account for over 27% of costs. The distribution of health care expenditures by type of service and the prevalence of particular health conditions for these patients is not clear, and is likely to differ from the overall population.
objectiveTo examine health care spending patterns and what contributes to costs for the top 5% of managed health care users based on total expenditures.
methodsThis retrospective observational study employed a large administrative claims database analysis of health care claims of managed care enrollees across the full age and care spectrum. Direct health care expenditures were compared during calendar year 2011 by place of service (outpatient, inpatient, and pharmacy), payer type (commercially insured, Medicare Advantage, and Medicaid managed care), and therapy area between the full population and high resource patients (HRP).
resultsThe mean total expenditure per HRP during calendar year 2011 was $43,104 versus $3,955 per patient for the full population. Treatment of back disorders and osteoarthritis contributed the largest share of expenditures in both HRP and the full study population, while chronic renal failure, heart disease, and some oncology treatments accounted for disproportionately higher expenditures in HRP. The share of overall expenditures attributed to inpatient services was significantly higher for HRP (40.0%) compared with the full population (24.6%), while the share of expenditures attributed to pharmacy (HRP = 18.1%, full = 21.4%) and outpatient services (HRP = 41.9%, full = 54.1%) was reduced. This pattern was observed across payer type. While the use of physician-administered pharmaceuticals was slightly higher in HRP, their use did not alter this spending pattern.
conclusionsOverall, expenditures in the HRP population are more than 10-fold higher compared with the full population. Managed care pharmacy can benefit from understanding what contributes to these higher costs, and managed care directors should consider an appropriately balanced assessment of the share of total spend by service and therapeutic category in HRP when devising drug usage and related cost-management strategies.
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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.