title: HMO marketing and selection bias: are TEFRA HMOs skimming?
abstract: The research evidence indicates that health maintenance organizations (HMOs) participating in the Tax Equity and Fiscal Responsibility Act of 1982 (TEFRA) At-Risk Program tend to experience favorable selection. Although favorable selection might result from patient decisions, a common conjecture is that it can be induced by HMOs through their marketing activities. The purpose of this study is to examine the relationship between HMO marketing strategies and selection bias in TEFRA At-Risk HMOs. A purposive sample of 22 HMOs that were actively marketing their TEFRA programs was selected and data on organizational characteristics, market area characteristics, and HMO marketing decisions were collected. To measure selection bias in these HMOs, the functional health status of approximately 300 enrollees in each HMO was compared to that of 300 non-enrolling beneficiaries in the same area. Three dependent variables, reflecting selection bias at the mean, the low health tail, and the high health tail of the health status distribution were created. Weighted least squares regressions were then used to identify relationships between marketing elements and selection bias. Subject to the statistical limitations of the study, our conclusion is that it is doubtful that HMO marketing decisions are responsible for the prevalence of favorable selection in HMO enrollment. It also appears unlikely that HMOs were differentially targeting healthy and unhealthy segments of the Medicare market.
authors.affiliation: Department of Health Services Management and Policy, School of Public Health, University of Michigan, Ann Arbor 48109.
authors.forename: R
authors.initials: R
authors.lastname: Lichtenstein
authors.forename: J W
authors.initials: JW
authors.lastname: Thomas
authors.forename: B
authors.initials: B
authors.lastname: Watkins
authors.forename: C
authors.initials: C
authors.lastname: Puto
authors.forename: J
authors.initials: J
authors.lastname: Lepkowski
authors.forename: J
authors.initials: J
authors.lastname: Adams-Watson
authors.forename: B
authors.initials: B
authors.lastname: Simone
authors.forename: D
authors.initials: D
authors.lastname: Vest
mesh_terms: D000329:Advertising; D006279:Health Maintenance Organizations / Q000191:economics / Q000706:statistics & numerical data*; D006304:Health Status; D006801:Humans; D015273:Insurance Selection Bias; D008389:Marketing of Health Services / Q000191:economics* / Q000379:methods; D006278:Medicare / Q000458:organization & administration / Q000706:statistics & numerical data; D012044:Regression Analysis; D013659:Tax Equity and Fiscal Responsibility Act; D014481:United States