title: Variation of fee-for-service specialist direct care work effort with patient overall illness burden.
abstract: OBJECTIVE
  To explore whether a common industry measure of overall patient illness burden, used to assess the total costs of members in a health plan, would be suitable to describe variation in a summary metric of utilization that assesses specialist physician direct patient care services not grouped into clinical episodes, but with exclusion criteria applied to reduce any bias in the data. Data sources/study setting Calendar year 2006 administrative data on 153,557 commercial members enrolled in a non-profit single-state statewide Health Maintenance Organization (HMO) and treated by 4356 specialists in 11 specialties. The health plan's global referral process and specialist fee-for-service reimbursement likely makes these results applicable to the non-managed care setting, as once a global referral was authorized there was no required intervention by the HMO or referring primary care provider for the majority of any subsequent specialist direct clinical care. Study design Specialty-specific correlations and ordinary least-squares regression models to assess variations in specialist direct patient care work effort with patient overall illness burden, after the application of exclusion criteria to reduce potential bias in the data. Principle findings Statistically significant positive correlations exist between specialist direct patient care work effort and patient overall illness burden for all studied specialties. Regression models revealed a generally monotonic increasing relationship between illness burden categories and aggregate specialist direct patient care work effort. Almost all regression model differences from the reference category across specialties are statistically significant (P ≤ 0.012). Assessment of additional results demonstrates the relationship has more substantive significance in some specialties and less in others. The most substantive relationships in this study were found in the specialties of orthopaedic surgery, general surgery and interventional cardiology.
  
  
  CONCLUSIONS
  For many specialties, specialists do vary physician direct patient care utilization with patient overall illness burden. Accounting for patient overall health status is important to fairly compare specialists of certain specialties on utilization for health plan specialist network management. Additional study is required to evaluate health plan application of this methodology.
authors.affiliation: Blue Care Network of Michigan, Southfield, MI 48076, USA. rgoodman@bcbsm.com
authors.forename: Robert
authors.initials: R
authors.lastname: Goodman
mesh_terms: D054598:Blue Cross Blue Shield Insurance Plans / Q000191:economics / Q000706:statistics & numerical data; D017281:Cost of Illness; D004470:Economics, Medical / Q000706:statistics & numerical data; D018588:Fee-for-Service Plans / Q000191:economics / Q000706:statistics & numerical data; D006801:Humans; D008511:Medicine / Q000706:statistics & numerical data; D008824:Michigan; D012044:Regression Analysis