Ethnic Discrimination in Mortgage Lending in Finland: Prevalence, Causes, and Consequences
Research scope
Ready-made data sets
Custom data sets
Data providers
Description
I examine ethnicity-based differences in the interest rates of home mortgages in Finland. Recent studies from the U.S. show that risk-equivalent borrowers from racial minorities pay both higher interest rates (Bartlett et al., 2022) and higher fees (Ambrose et al., 2021) on their mortgages compared to white people. The higher interest rates alone cost these minority borrowers over $450 million per year (Bartlett et al.). Further evidence uncovers discrimination against racial minorities in the mortgage lending process. Giacoletti et al. (2022) estimate that loan officers’ subjective decision-making explains at least half of the “Black approval gap” in mortgages after controlling for observable characteristics, while Hanson et al. (2016) show mortgage loan originators to be more responsive to e-mail communication coming from whites than African Americans. This suggests that also the pricing differences may, at least partly, be driven by discrimination.
While there is no prior research on ethnic discrimination in the Finnish market for mortgages, it appears prevalent in other contexts in Finland. In fact, out of all EU countries, only in Luxembourg people experience more discrimination due to their ethnic or immigrant background than in Finland (European Union Agency for Fundamental Rights, 2018). People with distinctively foreign names are, for instance, less likely to be invited to job interviews than people with traditional Finnish names, even when credentials are equal (Ahmad, 2019). It therefore seems plausible that ethnic discrimination might also occur in the domain of mortgages.
My data comes from Statistics Finland and covers the entire population. For each individual residing in Finland, I observe the amount of mortgage credit and the annual interest paid each year between 2002 and 2019. The ethnicity of individuals and their parents is deduced from immigration data, showing the arrival date and country of origin for everyone relocating to Finland since 1983. Relevant control variables, such as age, gender, education level, income, and zip-code of residence are also available in the data.
Acknowledgement
The project is funded by the Kone Foundation
Contact
Primary Investigator: Niilo Luotonen (niilo.luotonen@aalto.fi)
Supporting materials
Ahmad, A., 2019. When the name matters: An experimental investigation of ethnic discrimination in the Finnish labor market. Sociological Inquiry 90(3), 468-496.
Ambrose, B., Conklin, J.N., and Lopez, L.A., 2021. Does borrower and broker race affect the cost of mortgage credit? Review of Financial Studies 34(2), 790-826.
Bartlett, R., Morse, A., Stanton, A., and Wallace, N., 2022. Consumer-lending discrimination in the FinTech era. Journal of Financial Economics 143(1), 30-56.
European Union Agency for Fundamental Rights, 2018. Being Black in the EU. Second European Union Minorities and Discrimination Survey. Luxembourg: Publications Office of the European Union.
Giacoletti, M., Heimer, R.Z., and Yu, E.G., 2022. Using high-frequency evaluations to estimate discrimination: Evidence from mortgage loan officers. Working paper, available at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3795547.
Hanson, A., Hawley, Z., Martin, H., and Liu, B., 2016. Discrimination in mortgage lending: Evidence from a correspondence experiment. Journal of Urban Economics 92, 48-65.