Search Results

You are looking at 1 - 3 of 3 items for :

  • Author or Editor: Christina Ciecierski x
  • Medical Sciences x
  • Mathematics & Computer Sciences x
  • Economics & Political Science x
  • Search level: Chapters/Articles x
Clear All

Abstract

This chapter compares risk factors for lung cancer and their significance for 27 countries in the European Union (EU). Drawing on data from a variety of sources, this study uses K-mean cluster analysis to investigate potentially modifiable risk factors for cancer including tobacco use, alcohol consumption, air pollution, socioeconomic status, and public expenditures on health care and their effects on lung cancer outcomes. Findings from this study show that the EU is not homogenous in terms of the effect of risk factors for lung cancer. Study results yielded four country groups, each representing different patterns in risk factors for lung cancer. The lowest rates of lung cancer mortality occur among southern European countries that includes: Italy, Spain, Portugal, Malta, and Romania. These countries present with a pattern of risk factors that include: relatively low alcohol consumption and low rates of smoking coupled with moderate population exposure to air pollutants. By contrast, another cluster of countries with the highest relative lung cancer rates includes Bulgaria, Cyprus, Greece, Croatia, Hungary and Poland. Here, rates of smoking and exposure to air pollutants are highest from among all the population groups analyzed, potentially lending a signal that these risk factors for lung cancer are most significant for this country group. Surprisingly, EU countries with the highest development levels and the highest ratio of health care spending relative to GDP, also present with a relatively high indicator of lung cancer mortality despite their relatively low rates of smoking and exposure to air pollutants. The heterogeneity among EU Member states regarding significant risk factors for lung cancer implies that cancer prevention policy needs to be tailored to individual patterns in risk factors for cancer.

Open Access
In: Economics and Mathematical Modeling in Health-Related Research
In: Economics and Mathematical Modeling in Health-Related Research
In: Economics and Mathematical Modeling in Health-Related Research