Working Papers and Work in Progress

Quantifying the Welfare Effects of Gentrification on Incumbent Low-Income Renters
With Ashvin Gandhi and Valentine Gilbert. 2026. Awarded 2024 Best Paper on Housing by a Doctoral Student, Harvard Joint Center for Housing Studies. (Job Market Paper) New draft!

This paper investigates how gentrification affects the welfare of low-income incumbent renters. To do so, we construct an annual panel from US Census and IRS data tracking the earnings, workplaces, and residential addresses of over 3 million low-income urban renter households. We use this panel to conduct a comprehensive descriptive analysis and to estimate a dynamic structural model of residential and workplace choice. We find that, because low-income renters are highly mobile, the welfare effects of gentrification differ only modestly among renters initially living in different census tracts within the same metropolitan area. Our findings shift attention beyond changes in incumbent renters' initial neighborhoods to the metropolitan area choice sets that shape their welfare.

Suburban Housing and Urban Affordability: Evidence from Residential Vacancy Chains
With Valentine Gilbert. 2023. Awarded Best Junior Paper Submitted for the 2024 AREUEA National Conference. Revision in progress.

This paper investigates the role that residential vacancy chains – the sequence of moves across housing units initiated by the construction of a new housing unit – play in linking different housing submarkets. We focus in particular on how the market for suburban single-family homes affects the market for dense urban housing in multifamily buildings. Using administrative data on the residential histories of the U.S. population, we describe the distribution of vacancies created by different kinds of new housing. A key finding is that vacancy chains end quickly, with 90% ending within three rounds of moves. We then conduct a simulation exercise to understand what the observed patterns of vacancy chains imply about the welfare and price effects of new housing supply. We show that the geographic distribution of moves created by vacancy chains is correlated with the geographic distribution of welfare and price effects, and that the number of vacancies created in a neighborhood is as strong a predictor of price effects as are model-derived crossneighborhood substitution effects. These results, along with our descriptive results, imply that the incidence of the benefits of new housing depend strongly on what kind of housing is built and where.

Schools or Suitcases? Optimal Urban Policy and Economic Opportunity in Greater Boston
2023. Revision in progress.

This paper considers when policy makers should prioritize providing opportunities for families to leave disadvantaged neighborhoods in Greater Boston and when they should prioritize investing resources in these disadvantaged neighborhoods and their schools. To do so, the paper develops a quantitative spatial general equilibrium model that is amenable to optimal policy analysis for a broad class of spillover functions and agents with heterogeneous preferences. Upon quantifying the model using administrative US Census data on the residential histories of most ACS respondents in Greater Boston, I argue that as the social planner prioritizes the upward mobility of children vis-à-vis parents' utility, optimal policy integrates low-income families into Greater Boston's suburbs. However, given calibrations implying substantial complementarity between school spending and peer composition, school spending in the inner city remains ineffective. Children of parents with strong attachments to the inner city thus stay economically immobile under the optimal welfarist policy. Alternative policies concentrating spending in initially disadvantaged neighborhoods ensure a minimum level of economic mobility for all children, including those of parents with strong attachments to the inner city.

House Price Dynamics and Property Tax Inequity
With Christopher Berry, Guangbin Hong, and Eric Langowski. Draft coming soon.

Taxed Out or Cashing In? Property Taxes, Home Values, and Homeowner Decisions in Gentrifying Neighborhoods
With Christopher Berry and Ashvin Gandhi.

Publications

Behavioral barriers transitioning to college (with Philip Oreopoulos). Labour Economics, 2017.
[ Abstract | PDF | LE ]

Applying behavioural economics to public policy in Canada (with Philip Oreopoulos). Canadian Journal of Economics, 2017.
[ Abstract | PDF | CJE | VOX EU ]