NBP Working Paper No. 188 www.nbp.pl Heterogeneous determinants of local unemployment in Poland Piotr Ciżkowicz, Michał Kowalczuk, Andrzej Rzońca NBP Working Paper No. 188 Heterogeneous determinants of local unemployment in Poland Piotr Ciżkowicz, Michał Kowalczuk, Andrzej Rzońca Economic Institute Warsaw, 2014 Piotr Ciżkowicz – Warsaw School of Economics, Department of International Comparative Studies, Al. Niepodleglosci 162, Warsaw, Poland;
[email protected] Michał Kowalczuk – Warsaw School of Economics;
[email protected] Andrzej Rzońca – Warsaw School of Economics and Monetary Policy Council in Narodowy Bank Polski;
[email protected] Acknowledgments We would like to thank Maciej Stański for excellent technical assistance. The usual caveats apply. Print: NBP Published by: Narodowy Bank Polski Education & Publishing Department ul. Świętokrzyska 11/21 00-919 Warszawa, Poland phone +48 22 653 23 35 www.nbp.pl ISSN 2084-624X © Copyright Narodowy Bank Polski, 2014 2 Narodowy Bank Polski Contents Introduction . 5 Theories of Regional Unemployment . 6 Related Empirical Research . 7 Stylized Facts on Local Unemployment in Poland . 9 Estimation Strategy . 11 Data and Descriptive Statistics . 14 Estimation Results . 15 Robustness Analysis: Outliers and Heterogeneity of Parameters . 17 Conclusions and Policy Recommendations . 20 References . 22 Figures and Tables . 27 Appendix A . 36 Appendix B . 38 Appendix C . 40 NBP Working Paper No. 188 3 Heterogeneous Determinants of Local Unemployment in Poland Piotr Ciżkowicz1, Michał Kowalczuk2, Andrzej Rzońca3 This draft: April 2014 Abstract Abstract Introduction We identify determinants of large disparities in local unemployment rates in Poland using Labour markets are most often studied on the country level . However, within most panel data on NUTS-4 level (poviats) .