Research

Publications

Refinancing Cross-Subsidies in the Mortgage Market, with Jack Fisher, Alessandro Gavazza, Lu Liu and Tarun Ramadorai, Journal of Financial Economics, 158:103876, 2024.

Abstract +

In household finance markets, inactive households can implicitly cross-subsidize active households who promptly respond to financial incentives. We assess the magnitude and distribution of cross-subsidies in the mortgage market. To do so, we build a model of household mortgage refinancing and structurally estimate it on rich administrative data on the stock of outstanding mortgages in the UK. We estimate sizeable cross-subsidies from relatively poorer households and those located in less-wealthy areas towards richer households and those located in wealthier areas. Our work highlights how the design of household finance markets can contribute to wealth inequality. 

Macroprudential Policy, Mortgage Cycles and Distributional Effects: Evidence from the UK, with José-Luis Peydró, Francesc Rodriguez-Tous and Arzu Uluc, The Review of Financial Studies, 37(3), 727–760, 2024.

Online Appendix. Earlier version circulated as 'Macroprudential policy and the housing market: Evidence from the UK'. 

Abstract +

We analyze the distributional effects of macroprudential policy on mortgage cycles by exploiting the U.K. mortgage register and a 2014 15% limit imposed on lenders’ high loan-to-income (LTI) mortgages. Constrained lenders issue fewer and more expensive high-LTI mortgages, with stronger effects on low-income borrowers. Unconstrained lenders strongly substitute high-LTI loans in local areas with higher constrained lender presence, but not high-LTI loans to low-income borrowers—consistent with adverse selection problems—implying lower overall credit to low-income borrowers. Consistently, policy-affected areas experience lower house price growth postregulation and, following the Brexit referendum (negative aggregate shock), better house price growth and lower mortgage defaults for low-income borrowers.

Cross-border Effects of Regulatory Spillovers – Evidence from Mexico, Journal of International Economics, 126:103350, 2020.

Online Appendix. Data guide + Code. General interest summary on Bank Underground - link. Earlier version circulated as 'Effect of Household Credit on Sectoral Composition - Evidence from Mexico'.

Abstract +

This paper studies the spillover of a macroprudential regulation in Spain to the Mexican financial system via Mexican subsidiaries of Spanish banks. The spillover caused a drop in the supply of household credit in Mexico. Municipalities with a higher exposure to Spanish subsidiaries experienced a larger contraction in household credit. These localized contractions caused a drop in macroeconomic activity in the local non-tradable sector. Estimates of the elasticity of loan demand by the non-tradable sector to changes in household credit supply range from 1.2–1.8. These results emphasize cross-border effects of regulations in the presence of global banks.

Working papers

We study the aggregate implications of reference dependent and loss averse preferences in the housing market. Motivated by micro evidence, we embed optimizing homeowners with these preferences into a dynamic search and matching equilibrium model with rich heterogeneity and realistic constraints. We assess the model using large and granular administrative data tracking buyers and sellers in the UK housing market; the predictions match regional and time variation in price growth and transaction volumes. The model shows that behavioral frictions in a decentralized market can link nominal quantities with real outcomes; and reveals that the distribution of potential nominal gains in the housing market is a key policy-relevant statistic.

Housing Booms and Credit Misallocation.

Earlier version circulated as 'Bubbly Equilibria with Credit Misallocation'.

Abstract +

This paper studies the effect of asset bubbles on economic growth in the presence of financial constraints and heterogeneous projects. I consider an economy with two sectors which differ in their productivity and level of financial constraints. In this framework, asset bubbles in credit markets raise interest rates and lower aggregate investment productivity by directing financial resources away from the sector with higher productivity. Further, they may lead to steady states with low investment productivity and welfare, creating bubbly growth-traps.


Selected Work in Progress

Housing-consumption Channel of Mortgage Demand, with Gabriel Ahlfeldt and Nikodem Szumilo  (working paper available on request).

Abstract +

We quantify the \textit{consumption channel} in mortgage demand according to which households borrow more in response to house price increases since housing and non-housing consumption are imperfect substitutes. To identify the consumption channel, we take a structural approach to mortgage demand and supply, exploiting exogenous variation in house price growth and a unique matched house price-mortgage data set. We feed our estimate of the elasticity of mortgage borrowing with respect to house prices of 0.82 into a counterfactual analysis of the general equilibrium of housing and mortgage markets. We find that without the consumption channel, mortgage borrowing in the UK would have increased by over 50\% less since the 1990s and house price growth would have been lower by 31%.

Star Charities, Director Networks and Firm Performance, with Saleem Bahaj,  Andrew Blake, Angus Foulis,  Andrew Haldane and Gabor Pinter (working paper available on request).