Research


Publications

Gender Inequality Reinforced: The Impact of a Child’s Health Shock on Parents’ Labor Market Trajectories Demography 1 August 2023; 60 (4): 1005–1029.

with Maria Vaalavuo and Henri Salokangas.
SocArXiv version
Popular summary (in Finnish)
Finalist, Kanter award 2024

Abstract

This article employs a couple-level framework to examine how a child's severe illness affects within-family gender inequality. We study parental labor market responses to a child's cancer diagnosis by exploiting an event-study methodology and rich individual-level administrative data on hospitalizations and labor market variables for the total population in Finland. We find that a child's cancer negatively affects the mother's and the father's labor income. The effect is considerably larger for women, increasing gender inequality beyond the well-documented motherhood penalty. We test three potential moderators explaining the more negative outcomes among mothers: (1) breadwinner status, (2) adherence to traditional gender roles and conservative values, and (3) the child's care needs. We find that mothers who are the main breadwinner experience a smaller reduction in their household income contribution than other mothers. Additionally, working in a gender-typical industry and a child's augmented care needs reinforce mothers' gendered responses. These findings contribute to the literature by providing new insights into gender roles when a child falls ill and demonstrating the effects of child health on gender inequality in two-parent households.


Working Papers

Debt burden of job loss in a Nordic Welfare State

with Ohto Kanninen, Hannu Karhunen and Terhi Maczulskij

Abstract

The paper investigates the impact of involuntary job loss on severe debt problems in Finland, where up to 50% of income may be subject to wage garnishment for 25 years. We use linked employer-employee data combined with unique administrative records covering debt enforcements from 2007 to 2018. Our event study analysis uncovers a robust and persistent impact of job loss, characterized by plant closures and mass layoffs, on debt-related challenges. Specifically, displaced workers have a 5% higher likelihood of enforced debts in the year of displacement compared to the control group. This effect increases, peaking at 16% four years post-displacement and maintaining a substantial level of roughly 10% nine years afterwards. Effects are particularly large for unpaid taxes, penal orders and fines, while job loss demonstrates only a modest impact on unpaid social or healthcare payments and alimonies. Moreover, these effects are more profound among males, less educated,,and individuals already burdened with excessive debt, such as mortgages, prior to displacement.


Work in Progress

Effects of cash transfers for adolescents with health problems

solo work

The Long-term effects of long-term psychotherapy

with Torsten Santavirta

Debt enforcement and labor supply

with Ohto Kanninen, Hannu Karhunen, Terhi Maczulskij and Terhi Ravaska

Abstract

This paper examines labor supply responses to wage garnishment, a debt enforcement tool. This parameter is a key component in understanding welfare effects of debt enforcement, as we show in a Baily-Chetty style sufficient statistics model. Using population-wide data and exploiting budget set discontinuities from garnishment rules, we observe positive bunching at convex kink points and significant negative bunching at non-convex kink points. The behavioral responses are modest and vary by occupation, initial debt, and number of dependents. Our estimates of labor supply elasticity with respect to net earnings range from 0.006 to 0.08. To our knowledge, this is the first study to document notable negative bunching at non-convex kink points and to provide credible labor supply elasticity estimates in a debt enforcement context.