Family affair? Long-term economic and mental effects of spousal cancer (with Petri Böckerman, Henri Salokangas and Maria Vaalavuo). IZA DP No. 16005. Conditionally accepted at Journal of Population Economics.

Labor market returns to elite STEM education (with Tiina Kuuppelomäki, Tuomo Suhonen and Hanna Virtanen). Earlier version: VATT Working paper 127.  R&R at Journal of Human Capital.

The effects of price regulation on pharmaceutical expenditure and availability (with Jaakko Markkanen, Markku Siikanen and Otto Toivanen).  CEPR Discussion Paper No. 18497. CEPR Press, Paris & London. Submitted.

Do adolescents from low-income families respond more to cost-sharing in primary care? (with Tapio Haaga, Petri Böckerman and Janne Tukiainen)

Improving performance through allocation and competition: Evidence from a patient choice reform (with Liisa Laine, Konsta Lavaste, Tanja Saxell, Luigi Siciliani)

Mental health treatment among family members of patients with cancer (with Henri Salokangas, Petri Böckerman, Jaana Suvisaari and Maria Vaalavuo). 

Long-run effects of selective schools on educational and labor market outcomes (with Ohto Kanninen and Lassi Tervonen). VATT Working paper 161.

Long-term effects of maternity ward closures on children (with Milla Hägg)