Work in progress
"Social Insurance and Entrepreneurship" (with Youssef Benzarti, Tuomas Matikka, Ella Mattinen and Alisa Tazhitdinova)
"Taxi Market Deregulation: Effects on Market Outcomes, Tax Evasion and Crime" (with Ida Kankaanranta and Kaisa Kotakorpi)
"The Aftermath of a Superstar Firm Collapse: Evidence from the Decline of Nokia" (with Andres Barrios-Fernandez, Tuomas Matikka and Sami Remes) (paper)
"Selection into Entrepreneurship, Income Mobility and Firm Performance" (with Toni Juuti and Tuomas Matikka). Journal of Labor Economics, forthcoming.
"Policy Thresholds as Growth Barriers: Theory and Evidence from a Payroll Tax Notch" (with Youssef Benzarti and Sami Jysmä)
"Multifaceted Responses to a VAT reform: Evidence from an RCT and a Quasi-Experiment" (with Tuomas Kosonen and Olli Ropponen)
"Property Taxes and Firm Outcomes" (with Teemu Lyytikäinen, Sebastian Siegloch and Erkka Silvennoinen)
"Genetics and Employee Sorting" (with Stefano Lombardi, Nurfatima Jandarova, Aldo Rustichini, Kristina Zguro and Andrea Ganna)
"Unexpected Shocks and Standardized Academic Tests: Exam Performance and Long-Term Implications" (with Elina Jussila and Elina Tuominen)
"The Distributional Impacts of Tax Optimization Errors" (with Aliisa Koivisto, Tuomas Kosonen and Tuomas Matikka)
"Patent Filing and Firm Performance" (with Atte Pudas)