Individual and Regional-level Factors Contributing to Variation in Length of Stay After Cerebral Infarction in Six European Countries

Health Econ. 2015 Dec:24 Suppl 2:38-52. doi: 10.1002/hec.3264.

Abstract

Using patient-level data for cerebral infarction cases in 2007, gathered from Finland, Hungary, Italy, the Netherlands, Scotland and Sweden, we studied the variation in risk-adjusted length of stay (LoS) of acute hospital care and 1-year mortality, both within and between countries. In addition, we analysed the variance of LoS and associations of selected regional-level factors with LoS and 1-year mortality after cerebral infarction. The data show that LoS distributions are surprisingly different across countries and that there is significant deviation in the risk-adjusted regional-level LoS in all of the countries studied. We used negative binomial regression to model the individual-level LoS, and random intercept models and ordinary least squares regression for the regional-level analysis of risk-adjusted LoS, variance of LoS, 1-year risk-adjusted mortality and crude mortality for a period of 31-365 days. The observed variations between regions and countries in both LoS and mortality were not fully explained by either patient-level or regional-level factors. The results indicate that there may exist potential for efficiency gains in acute hospital care of cerebral infarction and that healthcare managers could learn from best practices.

Keywords: Europe; cerebral infarction; length of stay; regional variation.

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Cerebral Infarction / economics
  • Cerebral Infarction / mortality*
  • Europe / epidemiology
  • Female
  • Humans
  • Length of Stay / economics*
  • Length of Stay / statistics & numerical data
  • Male
  • Middle Aged
  • Regression Analysis
  • Young Adult