Cox Regression Models for Unemployment Duration in Romania, Austria, Slovenia, Croatia, and Macedonia
AbstractThis paper applies the semi-parametric Cox regression approach to model unemployment duration in five Central and Eastern European countries. The Cox proportional hazards models and the Cox regression models with a time-dependent covariate are developed, and the results are interpreted and compared. The impact of the variables age, gender, education level, and region on the hazard ratio is discussed. The results for the time-dependent variable age imply that the longer the unemployment spell lasts, the less pronounced the differences between various age groups are.
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Bibliographic InfoArticle provided by Institute for Economic Forecasting in its journal Romanian Journal for Economic Forecasting.
Volume (Year): 6 (2009)
Issue (Month): 2 (June)
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survival analysis; Cox proportional hazards model; Cox regression model with a time-dependent covariate; unemployment duration;
Find related papers by JEL classification:
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models
- J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General
- J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
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- Zaharia Marian & Balacescu Aniela, 2012. "A Quantitative Approach On Labour Force In Romania In 2003 -2011," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 4, pages 63-68, December.
- Daniela-Emanuela Dănăcică & Ana-Gabriela Babucea & Doru Cîrnu, 2011. "Does Age and Gender Influence the Duration of Unemployment for Isced 5 Unemployed Persons?," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 1, pages 121-128, March.
- Daniela-Emanuela Danacica & Raluca Mazilescu, 2012. "Characteristics Of Long-Term Unemployment Spells In Romania," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 4, pages 122-129, December.
- Danacica, Daniela Emanuela & Cirnu, Doru, 2014. "Unemployment Duration and Exit States of Disabled People in Romania," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 35-52, March.
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