1. Hot Spotting as a Strategy to Identify High-Cost Surgical Populations
- Author
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Justin B. Dimick, Jyothi R. Thumma, Sarah P. Shubeck, and Hari Nathan
- Subjects
Male ,medicine.medical_specialty ,MEDLINE ,Comorbidity ,Medicare ,Risk Assessment ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Humans ,Intensive care medicine ,health care economics and organizations ,Aged ,Aged, 80 and over ,business.industry ,Health Care Costs ,Spotting ,medicine.disease ,United States ,Elective Surgical Procedures ,030220 oncology & carcinogenesis ,Linear Models ,Female ,030211 gastroenterology & hepatology ,Surgery ,Identification (biology) ,Health Expenditures ,business ,Risk assessment - Abstract
The aim of this study was to determine the feasibility of "hot spotting" in elective surgical populations.Prospective identification of high-cost patients, known as "hot spotting," is well developed in medical populations, but has not been performed in surgical populations. Population-based management of surgical expenditures requires identification of high-cost surgical patients to allow for effective implementation of cost-saving strategies.Using 100% Medicare claims data for 2010 to 2013, we identified patients aged 65 to 99 years undergoing elective surgical procedures. We calculated price-standardized Medicare payments for the surgical episode from the index admission through 30 days after discharge. Patient-level factors associated with payments were analyzed by multivariable linear regression.Medicare patients in the highest decile of spending accounted for a disproportionate share of aggregate costs: 30% in Colectomy (COL), 22% in coronary artery bypass grafting (CABG), 19% in Total Hip Arthroplasty, and 18% in Total Knee Arthroplasty. Medicare expenditure differences between the highest and lowest deciles were because of a 5-fold difference for COL and 3-fold difference for CABG in index hospitalization cost. In contrast, for orthopedic procedures, there were 47- to 80-fold post-acute care expenditures between highest and lowest deciles. In multivariable analyses, patients with ≥3 comorbidities had significantly higher costs than healthier patients.We found that a subset of multimorbid patients was responsible for a disproportionate share of total Medicare spending, but the individual components of spending vary by procedure. These findings suggest that targeting high-cost Medicare patients (ie, hot spotting) for cost containment efforts would be a potentially effective strategy to reduce costs in surgical populations.
- Published
- 2019
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