Working Paper
- Presentations: RES PhD Conference; Stockholm U; PSE-CEPR Policy Forum; UCL-Stone Research Day; U Osaka; Kobe U; U Luxembourg, Workshop of Gender and Economics; U Osaka ISER
- Awards: Moriguchi Prize Runner-up, U Osaka ISER, Japan, 2025 Link; Kanematsu Prize, Kobe U, Japan, 2025 Link
Abstract
Education policies commonly fall into two categories: cost/demand-side and supply-side interventions. This paper examines which approach more effectively serves underrepresented groups, taking local culture into account. Using a regression discontinuity design, it shows that Indonesia’s Free Primary Education (FPE) program, which abolished primary school tuition fees in 1977–1978, improved previously low female educational attainment. These educational gains also reduced child marriage and raised future earnings. Unlike the concurrent school construction program, FPE was equally effective across communities, irrespective of whether bride price is practiced. Absent institutions raising demand for girls' schooling, tuition removal can be more effective in promoting female education than supply-side interventions, thereby reducing gender gaps across cultural contexts.
Work in Progress
Corporate Social Responsibility, Production, and Environment: Evidence from Mandatory CSR in Indonesia
- Presentations: U Osaka; UCL; IDE-JETRO, JSIE Next Generation Workshop; Hitotsubashi U, Young JADE Conference
- Grant: Approx. 5,000 GBP, Mishima Kaiun Memorial Foundation, Japan, 2024-25
Abstract
Corporate social responsibility (CSR) integrates social, environmental, and ethical values into business practices. This paper studies its effects on firms’ production, profits, and environmental outcomes. To address endogeneity in CSR adoption, I exploit Indonesia’s mandate requiring CSR implementation among limited-liability firms in natural-resource-related industries. Treated firms expanded CSR and environmental information disclosure, consistent with the policy’s environmental preservation aim. A triple-difference design shows that treated firms improved environmental performance ratings and reduced carbon emissions by decreasing coal use and substituting toward LPG. The fuel shift involved expenditure reallocation but did not affect profits, output, revenue, or total expenses. Effects are larger for firms with stronger community-based relational incentives, particularly middle-aged firms sourcing capital domestically and privately. Village-firm matched data corroborate declining pollution incidents around treated firms. Legal CSR requirements can act as environmental regulation when firms are embedded in local networks that provide additional CSR incentives.
Employer Diversity Signals and Match Quality in Job Search
- Co-authors: Yumi Ishikawa, Miki Kohara, Yanni Shen
- Presentation: UCL
Abstract
How does information about workplace diversity shape job application decisions and employer-employee match quality? We study this question using data from an international job fair where university students from Southeast Asia meet Japanese recruiting firms. Firms providing more information about workplace diversity in their presentations and brochures attract greater application interest. We construct a unique measure of match quality across firm-student pairs, including unrealized matches, and show that the effects of diversity information are stronger for higher-quality potential matches, where skill demand and supply are better aligned. These effects are driven by female job seekers, who display greater interest in diversity information, interpret it as a signal of better promotion prospects and a more productive workplace, and exhibit higher willingness to pay for gender-diverse workplaces. Diversity operated as a non-pay amenity valued particularly by women and enhanced match quality by altering applicant pool composition in our context.
Regional vs. Sectoral Minimum Wage Implementation
- Grant: Approx. 1,500 GBP, KIER Foundation, Kyoto University, Japan, 2025-26
First Step Toward Eliminating Child Labor: Hazardous-Sector Child-Labor Ban in Cambodia
- Presentation: Hitotsubashi U
- Grant: Approx. 3,000 GBP, Labor Research Center, Japan, 2025-26
Gendered Trade-off Between Schooling and Household Labor
- Presentations: AASLE Bangkok; UCL, Stone Centre Conference on Education and Inequality
Does Transparency Reduce Workplace Gender Inequality? Evidence from Japanese Firms