Research
Updated in November 2025
Updated in November 2025
Working Papers
with Arkodipta Sarkar (NUS) and Nishant Vats (Washington Olin)
Revise and Resubmit, Journal of Financial Economics
Using US Supreme Court’s narrow-decision on Shelby v. Holder as a shock that diluted voting rights of Black Americans in covered counties, we document the relationship between political voice and economic decision-making. We show fewer Black Americans buy homes after their de-facto disenfranchisement, reflected through lower mortgage applications. Among those who apply for mortgages, there is a flight to Black lenders. Leveraging individual-level survey data, we show confidence in government and financial institutions plays a significant role in driving these effects. Our findings demonstrate that the effects of disenfranchisement extend beyond the ballot box to fundamental economic decisions like homeownership.
Presentations: BFWG 17th Annual Conference 2024, Australasian Finance and Banking Conference 2023, SFS Cavalcade 2023, Meeting of AREUEA 2023, Mortgage Market Research Conference (Federal Reserve Bank of Philadelphia) 2023, Workshop on Improving Minority and Low-Income Homeownership Experiences (Federal Reserve Bank of Chicago) 2022, Meeting of the American Finance Association 2022, SGF Conference 2022, ISB-CAF Summer Research Conference 2021, Chicago Booth PhD Brownbag 2021, Trans-Atlantic Doctoral Conference 2021, Asia-Pacific Corporate Finance Online Workshop 2021, CUHK greater bay area conference 2021, Misra Centre for Financial Markets and Economy (IIM Ahmedabad) 2021, Conference on Financial Economics and Accounting 2021.
with Shohini Kundu (UCLA Anderson) and Nishant Vats (Washington Olin)
What are the aggregate effects of deposit shocks? Using the granular-instrumental-variable methodology, we identify the deposit elasticity of economic growth to be 1.49 and the money multiplier to be 1.24. We construct deposit shocks by combining the within-bank geographic concentration of deposits—where, on average, 30% of deposits are concentrated in a single county—with local natural disasters. Natural disasters in deposit-concentrated areas negatively affect bank deposits and amplify through bank internal capital markets. These shocks can explain 5.80% of the variation in economic growth. Lender and borrower-side frictions are critical for the aggregation of local shocks.
Presentations: FMA/Asia-Pacific Conference 2024, Sydney Banking and Financial Stability Conference 2023, IWH-FIN-FIRE Workshop on Challenges to Financial Stability, Bank of Finland Workshop on Banking and Institutions, Federal Reserve Board Summer Workshop in Money, Banking, Payments and Finance, Qatar Centre for Global Banking and Finance Conference, Columbia University/Bank Policy Institute Research Conference, HEC Paris–CEPR Conference on Banking, Finance, Macroeconomics and the Real Economy, Copenhagen Business School, SFS Cavalcade, RiskLab/BoF/ESRB Conference on Systemic Risk Analytics, Advances in Macro-Finance Tepper-LAEF Conference, OCC Symposium on Systemic Risk and Stress Testing in Banking, UCLA Finance Brownbag Seminar, Chicago Finance Brownbag Seminar, Transatlantic Doctoral Conference at London Business School, the 20th FDIC Bank Research Conference, the Inter-finance PhD Seminar, PhD Student Symposium on Financial Market Research and Policy Developments.
Mortgage-borrowing restrictions, including caps on loan-to-value (LTV) and payment-to-income (PTI) ratios, are widely understood to affect housing markets by tightening or relaxing household credit constraints. This paper shows that these policies also shape housing market outcomes by altering homebuyers' expectations. I study a major relaxation of LTV/PTI limits in South Korea in 2014, which signaled that the government would take a more supportive stance toward the housing market. After the reform, the strongest price increases occurred in areas where the borrowing limits were of limited importance but where house prices were sensitive to shifts in expectations. In these areas, homebuyers became more optimistic and engaged in speculative home purchases. Some of this activity was financed through interest-free, peer-to-peer lending that was not subject to formal credit regulations. Taken together, the findings show that mortgage policies influence housing markets not only through their direct, mechanical effects on credit constraints but also by shaping how homebuyers form expectations about future conditions.
Presentations: 15th European Meeting of the Urban Economics Association, ABFER 13th Annual Conference, University of Bristol 2025, Nottingham University Business School 2025, Nanyang Technological University 2025, National University of Singapore 2025, The University of Hong Kong 2025, The Chinese University of Hong Kong 2025, University of Bristol Business School 2024, Singapore Management University 2024, City University of Hong Kong 2024, Hong Kong Polytechnic University 2024, Yonsei University School of Business 2024.
Informed landlords adjust rent more flexibly to expand their market share, fueling rent inflation. They secure a 0.5% higher annual rental income through an additional 0.3% rent adjustment, regardless of whether the market is in a downturn or recovery. In volatile periods, this advantage grows further: they achieve a 1.7% higher annual income through an additional 0.8% rent adjustment. Although frictions in rent adjustments contribute to these outcomes, they do not fully explain the pricing patterns observed among informed landlords—pricing expertise is key. These findings suggest that informed institutional landlords lead the rental market through flexible pricing strategies, and market volatility disproportionately challenges uninformed mom-and-pop landlords, who make up the majority of the rental market.
Presentations: AREUEA/ASSA 2025, Society for Economic Measurement 2024, North American Meeting of the UEA 2023, KUBS-KAIST Finance Seminar 2023, AREUEA International Conference 2023, Alliance Manchester Business School 2023, Federal Reserve Board 2023, UNSW Business School 2023
with Xiao Yin (UCL) and Anthony Lee Zhang (Chicago Booth) - Major Revisions Underway
When central banks loosen monetary policy, credit availability increases, generating upwards pressure on asset prices. This paper analyzes the "credit channel" of monetary policy transmission in a unique institutional setting: the Chonsei system in the Korean housing market, in which rental tenants make interest-free loans to landlords in exchange for paying no rent. We show that, as Chonsei interest rates approach zero, the size of Chonsei loans grows unboundedly, exerting strong upwards pressure on house prices. We verify the model’s predictions empirically. Calibrating the model to the data, we find that a simple policy – imposing a proportional tax on Chonsei deposits – can substantially dampen the passthrough of interest rate changes to deposit size and house prices, providing potential benefits for financial stability.
Presentations: Sustainable Lending and Investing Workshop 2024, MFA Conference 2024, Bank of Korea 2023, ASSA Annual Meeting 2023, Australian Finance and Banking Conference 2023, InterFinance PhD Seminar 2022, CICF 2022, Chicago Fed 2022.
Media: Chosun Ilbo (1) & (2), Chicago Booth Review
Work in Progress
with Keyoung Lee (Philadelphia Fed) and Eric Zwick (Chiago Booth)
Presentations: University of Technology Sydney 2025, Philadelphia Fed 2024
with Janghoon Shon (UNSW) and Mandeep Singh (Sydney)
with Byoungwook Kim (UC Irvine), Hyeik Kim (UC Riverside), Sunghwan David Kim (KIEP), and Sungho Choi (KCB)