Visiting UCL/CReAM 2016-2017

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Job Loss and Regional Mobility, with Jarle Møen and Kjell G. Salvanes. Forthcoming Journal of Labor Economics.

The Effect of Job Displacement on Couples' Fertility Decisions (2016), with Jenni Kellokumpu, Journal of Labor Economics, 2016, 34 (2), 403-442

The Employment Effects of Low-Wage Subsidies (2013), with Jukka Pirttilä and Roope Uusitalo,  Journal of Public Economics, vol. 97(C), pages 49-60.

How Destructive Is Creative Destruction? Effects Of Job Loss On Job Mobility, Withdrawal And Income (2011), with Jarle Møen and Kjell G. Salvanes. Journal of the European Economic Association, Vol. 9, Issue 5.

The Effect of Foreign Acquisition on Employment and Wages: Evidence from Finnish Establishments (2007), The Review of Economics and Statistics, Vol. 89, issue 3.

R&D-activity, Exports, and Changes in the Skill Demand in Finland (2005), Finnish Economic Papers, Vol. 18 (2).

Working Papers

Worker-Level Consequences of Import Shocks (2016), with Katariina Nilsson Hakkala. IZA Discussion Papers 10033.

The Effect of Rehabilitative Punishments on Juvenile Crime and Labor Market Outcomes (2014), with Sari Pekkala Kerr and Ville Mälkönen. IZA Discussion Papers 8403.


Applied microeconometrics I