Differential Impact of a Plan-Led Standardized Complex Care Management Intervention on Subgroups of High-Cost High-Need Medicaid Patients

被引:2
作者
Quinton, Jacob K. [1 ,2 ,4 ]
Jackson, Nicholas [1 ]
Mangione, Carol M. [1 ]
Moin, Tannaz [1 ]
Vasilyev, Arseniy [1 ]
O'Shea, Donna L. [3 ]
Duru, O. Kenrik [1 ]
机构
[1] Univ Calif Los Angeles, Dept Med, Div Gen Internal Med & Hlth Serv Res, Los Angeles, CA 90024 USA
[2] CMS Innovat Ctr, Ctr Medicare & Medicaid Serv, Baltimore, MD USA
[3] UnitedHealth Grp, Minnetonka, MN USA
[4] Univ Calif Los Angeles, Gen Internal Med & Hlth Serv Res, 1100 Glendon Ave, Suite 900, Los Angeles, CA 90024 USA
关键词
complex care management; high-cost high-need; Medicaid; managed care; machine learning; COORDINATION PROGRAM; HEALTH; ENROLLEES; ACCESS;
D O I
10.1089/pop.2022.0271
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Interventions to better coordinate care for high-need high-cost (HNHC) Medicaid patients frequently fail to demonstrate changes in hospitalizations or emergency department (ED) use. Many of these interventions are modeled after practice-level complex care management (CCM) programs. The authors hypothesized that a national CCM program may be effective for some subgroups of HNHC patients, and the overall null effect may obfuscate subgroup-level impact. They used a previously published typology defining 6 subgroups of high-cost Medicaid patients and evaluated program impact by subgroup. The analysis used an individual-level interrupted time series with a comparison group. Intervention subjects were high-cost adult Medicaid patients who enrolled in 1 of 2 national CCM programs implemented by UnitedHealthcare (UHC) (n = 39,687). The comparators were patients who met CCM program criteria but were ineligible due to current enrollment in another UHC/Optum led program (N = 26,359). The intervention was a CCM program developed by UHC/Optum to provide "whole person care" delivering standardized interventions to address medical, behavioral, and social needs for HNHC Medicaid patients, and the outcome was probability of hospitalization or ED use in a given month, estimated at 12 months postenrollment. A reduction in risk of ED utilization for 4 of 6 subgroups was found. A reduction in risk of hospitalization for 1 of 6 subgroups was also found. The authors conclude that standardized health plan led CCM programs demonstrate effectiveness for certain subgroups of HNHC patients in Medicaid. This effectiveness is principally in reducing ED risk and may extend to the risk of hospitalization for a small number of patients.
引用
收藏
页码:100 / 106
页数:7
相关论文
共 26 条
[1]  
Bachrach Deborah, 2018, Enabling Sustainable Investment in Social Interventions: A Review of Medicaid Managed Care Rate-Setting Tools
[2]   Characteristics of High-Need, High-Cost Patients: A "Best-Fit" Framework Synthesis [J].
Berkman, Nancy D. ;
Chang, Eva ;
Seibert, Julie ;
Ali, Rania .
ANNALS OF INTERNAL MEDICINE, 2022, 175 (12) :1728-+
[3]  
Center for Medicare and Medicaid Services, 2022, MLN909188 CTR MED ME
[4]   Identifying Populations with Complex Needs: Variation in Approaches Used to Select Complex Patient Populations [J].
Davis, Anna C. ;
Osuji, Thearis A. ;
Chen, John ;
Lyons, Lindsay Joe L. ;
Gould, Michael K. .
POPULATION HEALTH MANAGEMENT, 2021, 24 (03) :393-402
[5]   Segmentation of High-Cost Adults in an Integrated Healthcare System Based on Empirical Clustering of Acute and Chronic Conditions [J].
Davis, Anna C. ;
Shen, Ernest ;
Shah, Nirav R. ;
Glenn, Beth A. ;
Ponce, Ninez ;
Telesca, Donatello ;
Gould, Michael K. ;
Needleman, Jack .
JOURNAL OF GENERAL INTERNAL MEDICINE, 2018, 33 (12) :2171-2179
[6]   Evaluation of a National Care Coordination Program to Reduce Utilization Among High-cost, High-need Medicaid Beneficiaries With Diabetes [J].
Duru, O. Kenrik ;
Harwood, Jessica ;
Moin, Tannaz ;
Jackson, Nicholas J. ;
Ettner, Susan L. ;
Vasilyev, Arseniy ;
Mosley, David G. ;
O'Shea, Donna L. ;
Ho, Sam ;
Mangione, Carol M. .
MEDICAL CARE, 2020, 58 (01) :S14-S21
[7]  
Harvey R., 2012, RANDOM ASSIGNMENT SY
[8]   Disruptive Models in Primary Care: Caring for High-Needs, High-Cost Populations [J].
Hochman, Michael ;
Asch, Steven M. .
JOURNAL OF GENERAL INTERNAL MEDICINE, 2017, 32 (04) :392-397
[9]  
Hong Clemens S, 2014, Issue Brief (Commonw Fund), V19, P1
[10]   Effect of Community Health Worker Support on Clinical Outcomes of Low-Income Patients Across Primary Care Facilities A Randomized Clinical Trial [J].
Kangovi, Shreya ;
Mitra, Nandita ;
Norton, Lindsey ;
Harte, Rory ;
Zhao, Xinyi ;
Carter, Tamala ;
Grande, David ;
Long, Judith A. .
JAMA INTERNAL MEDICINE, 2018, 178 (12) :1635-1643