@TechReport{iza:izadps:dp4751, author={Schmillen, Achim and Möller, Joachim}, title={Determinants of Lifetime Unemployment: A Micro Data Analysis with Censored Quantile Regressions}, year={2010}, month={Feb}, institution={Institute of Labor Economics (IZA)}, address={Bonn}, type={IZA Discussion Paper}, number={4751}, url={https://www.iza.org/index.php/publications/dp4751}, abstract={The empirical literature on unemployment almost exclusively focuses on the duration of distinct unemployment spells. In contrast, we use a large German administrative micro data set for the time span 1975-2004 to investigate individual lifetime unemployment (defined as the total length of all unemployment spells over a 25-year period). This new perspective enables us to answer questions regarding the long-term distribution and determinants of unemployment for West German birth cohorts 1950-1954. We find that lifetime unemployment is highly unevenly distributed and employ censored quantile regressions to show that, for men, pursuing a disadvantageous occupation early in the professional career leads to a significantly higher amount of lifetime unemployment.}, keywords={occupation-specific human capital;censored quantile regressions;lifetime unemployment}, }