Dennie Kim1, Russell J Funk1, Phyllis Yan2, Brahmajee K Nallamothu3, Aks Zaheer1, John M Hollingsworth4. 1. Strategic Management and Entrepreneurship, Carlson School of Management, University of Minnesota, Minneapolis, MN. 2. Department of Urology, University of Michigan Medical School. 3. Department of Medicine, University of Michigan Medical School, Michigan Integrated Center for Health Analytics and Medical Prediction. 4. Department of Urology, Institute for Healthcare Policy and Innovation, University of Michigan Medical School, Ann Arbor, MI.
Abstract
BACKGROUND: Accountable care organizations' (ACOs') focus on formal clinical integration to improve outcomes overlooks actual patterns of provider interactions around shared patients. OBJECTIVE: To determine whether such informal clinical integration relates to a health system's performance in an ACO. RESEARCH DESIGN: We analyzed national Medicare data (2008-2014), identifying beneficiaries who underwent coronary artery bypass grafting (CABG). After determining which physicians delivered care to them, we aggregated across episodes to construct physician networks for each health system. We used network analysis to measure each system's level of informal clinical integration (defined by cross-specialty ties). We fit regression models to examine the association between a health system's CABG mortality rate and ACO participation, conditional on informal clinical integration. SUBJECTS: Beneficiaries age 66 and older undergoing CABG. MEASURES: Ninety-day CABG mortality. RESULTS: Over the study period, 3385 beneficiaries were treated in 161 ACO-participating health systems. The remaining 49,854 were treated in 875 nonparticipating systems or one of the 161 ACO-participating systems before the ACO start date. ACO systems with higher levels of informal clinical integration had lower CABG mortality rates than nonparticipating ones (2.8% versus 5.5%; P<0.01); however, there was no difference based on ACO participation for health systems with lower to relatively moderate informal clinical integration. Regression results corroborate this finding (coefficient for interaction between ACO participation and informal clinical integration level is -0.25; P=0.01). CONCLUSIONS: Formal clinical integration through ACO participation may be insufficient to improve outcomes. Health systems with higher informal clinical integration may benefit more from ACO participation.
BACKGROUND: Accountable care organizations' (ACOs') focus on formal clinical integration to improve outcomes overlooks actual patterns of provider interactions around shared patients. OBJECTIVE: To determine whether such informal clinical integration relates to a health system's performance in an ACO. RESEARCH DESIGN: We analyzed national Medicare data (2008-2014), identifying beneficiaries who underwent coronary artery bypass grafting (CABG). After determining which physicians delivered care to them, we aggregated across episodes to construct physician networks for each health system. We used network analysis to measure each system's level of informal clinical integration (defined by cross-specialty ties). We fit regression models to examine the association between a health system's CABG mortality rate and ACO participation, conditional on informal clinical integration. SUBJECTS: Beneficiaries age 66 and older undergoing CABG. MEASURES: Ninety-day CABG mortality. RESULTS: Over the study period, 3385 beneficiaries were treated in 161 ACO-participating health systems. The remaining 49,854 were treated in 875 nonparticipating systems or one of the 161 ACO-participating systems before the ACO start date. ACO systems with higher levels of informal clinical integration had lower CABG mortality rates than nonparticipating ones (2.8% versus 5.5%; P<0.01); however, there was no difference based on ACO participation for health systems with lower to relatively moderate informal clinical integration. Regression results corroborate this finding (coefficient for interaction between ACO participation and informal clinical integration level is -0.25; P=0.01). CONCLUSIONS: Formal clinical integration through ACO participation may be insufficient to improve outcomes. Health systems with higher informal clinical integration may benefit more from ACO participation.
Authors: K Dennie Kim; Russell J Funk; Hechuan Hou; Austin Airhart; Khalil Nassar; Francis D Pagani; Min Zhang; P Paul Chandanabhumma; Keith D Aaronson; Carol E Chenoweth; Ahmad Hider; Lourdes Cabrera; Donald S Likosky Journal: Circ Cardiovasc Qual Outcomes Date: 2022-09-06
Authors: Carrie Colla; Wendy Yang; Alexander J Mainor; Ellen Meara; Marietou H Ouayogode; Valerie A Lewis; Stephen Shortell; Elliott Fisher Journal: Health Serv Res Date: 2020-10-26 Impact factor: 3.402
Authors: Min Zhang; P Paul Chandanabhumma; Michael D Fetters; Francis D Pagani; Preeti N Malani; John M Hollingsworth; Russell J Funk; Keith D Aaronson; Robert L Kormos; Carol E Chenoweth; Supriya Shore; Tessa M F Watt; Lourdes Cabrera; Donald S Likosky Journal: JMIR Res Protoc Date: 2020-01-07
Authors: Laura J Damschroder; Andrew J Knighton; Emily Griese; Sarah M Greene; Paula Lozano; Amy M Kilbourne; Diana S M Buist; Karen Crotty; A Rani Elwy; Lee A Fleisher; Ralph Gonzales; Amy G Huebschmann; Heather M Limper; NithyaPriya S Ramalingam; Katherine Wilemon; P Michael Ho; Christian D Helfrichfcr Journal: Healthc (Amst) Date: 2021-06