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MacEwan SR, Chiang C, O’Brien SH, Creary S, Lin CJ, Hyer JM, Cronin RM. Comparing super-utilizers and lower-utilizers among commercial- and Medicare-insured adults with sickle cell disease. Blood Adv 2024; 8:224-233. [PMID: 37991988 PMCID: PMC10805643 DOI: 10.1182/bloodadvances.2023010813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 11/15/2023] [Accepted: 11/15/2023] [Indexed: 11/24/2023] Open
Abstract
ABSTRACT Sickle cell disease (SCD) is a rare but costly condition in the United States. Super-utilizers have been defined as a subset of the population with high health care encounters or expenditures. Although super-utilizers have been described in other disease states, little is known about super-utilizers among adults with SCD. This study aimed to characterize the differences in expenditures, overall health care encounters, and pain episode encounters between super-utilizers (top 10% expenditures) and lower-utilizers with SCD (high, top 10%-24.9%; moderate, 25%-49.9%; and low, bottom 50% expenditures). A retrospective longitudinal cohort of adults with SCD were identified using validated algorithms in MarketScan and Medicare claim databases from 2016 to 2020. Encounters and expenditures were analyzed from inpatient, outpatient, and emergency department settings. Differences in encounters and expenditures between lower-utilizers and super-utilizers were compared using logistic regression. Among super-utilizers, differences in encounters and expenditures were compared according to incidences of pain episode encounters. The study population included 5666 patients with commercial insurance and 8600 with Medicare. Adjusted total annual health care expenditure was 43.46 times higher for super-utilizers than for low-utilizers among commercial-insured and 13.37 times higher in Medicare-insured patients. Among super-utilizers, there were patients with few pain episode encounters who had higher outpatient expenditures than patients with a high number of pain episode encounters. Our findings demonstrate the contribution of expensive outpatient care among SCD super-utilizers, in which analyses of high expenditure have largely focused on short-term care. Future studies are needed to better understand super-utilizers in the SCD population to inform the effective use of preventive interventions and/or curative therapies.
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Affiliation(s)
- Sarah R. MacEwan
- Division of General Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH
- Center for the Advancement of Team Science, Analytics, and Systems Thinking, College of Medicine, The Ohio State University, Columbus, OH
| | - ChienWei Chiang
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH
- Secondary Data Core, Center for Clinical and Translational Science, The Ohio State University, Columbus, OH
| | - Sarah H. O’Brien
- Center for Child Health Equity and Outcomes Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, OH
| | - Susan Creary
- Center for Child Health Equity and Outcomes Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, OH
| | | | - J. Madison Hyer
- Secondary Data Core, Center for Clinical and Translational Science, The Ohio State University, Columbus, OH
- Center for Biostatistics, College of Medicine, The Ohio State University, Columbus, OH
| | - Robert M. Cronin
- Division of General Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH
- Center for the Advancement of Team Science, Analytics, and Systems Thinking, College of Medicine, The Ohio State University, Columbus, OH
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Swan BA, Giordano NA. Addressing Nursing Students' Understanding of Health Equity and Social Determinants of Health: An Innovative Teaching-Learning Strategy. Nurs Educ Perspect 2023; 44:318-320. [PMID: 37594430 PMCID: PMC10453340 DOI: 10.1097/01.nep.0000000000001182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/07/2023]
Abstract
ABSTRACT Immersive learning opportunities across care settings enhance nursing students' understanding of the environmental, social, cultural, and policy factors that influence patients' health (e.g., social determinants of health) and care utilization. Hotspotting happens when care teams visit patients with frequent hospital admissions to coordinate outpatient care. However, geographic limitations may inhibit the delivery of hotspotting learning opportunities available to students. Delivering immersive hotspotting opportunities over virtual reality helps to overcome this barrier. This overview summarizes the design and implementation of a virtual reality hotspotting experience designed to aid students in understanding the impact of social determinants of health on care transitions.
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Affiliation(s)
- Beth Ann Swan
- About the Authors The authors are faculty at the Emory University Nell Hodgson Woodruff School of Nursing, Atlanta, Georgia. Beth Ann Swan, PhD, RN, FAAN, is Charles F. and Peggy Evans Endowed Distinguished Professor for Simulation and Innovation. Nicholas A. Giordano, PhD, RN, is an assistant professor. This work was supported by a grant from the Woodruff Fund, Inc. For more information, contact Dr. Swan at
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