Working Papers
No shame in my name: Public disclosure and tax compliance in a low-capacity state,
with P. Manwaring.
with G. Chiovelli, S. Michalopoulos, and E. Papaioannou,
revise and resubmit at Economic Journal. [code to build data]
The Role of Social Connections in the Racial Segregation of US Cities,
with A. Diemer and C.K. Tang.
Publications
Ask a local: Improving the public pricing of land titles in urban Tanzania,
with M. Manara,
Review of Economics and Statistics, 2025. [latest working paper]
Unbundling tenure security and demand for property rights: Evidence from urban Tanzania,
with M. Manara,
Urban Studies, 2024.
No Inventor Is an Island: Social Connectedness and the Geography of Knowledge Flows in the US,
with A. Diemer,
Research Policy, 2022. [latest working paper]
Planning Ahead for Better Neighborhoods: Long Run Evidence from Tanzania,
with G. Michaels, D. Nigmatulina, F. Rauch, N. Baruah, and A. Dahlstrand,
Journal of Political Economy, 2021. [latest working paper]
Building the city: from slums to a modern metropolis,
with J.V. Henderson and A. Venables,
Review of Economic Studies, 2021. [latest working paper]
Life in a Slum: understanding living conditions in Nairobi’s slums across time and space,
with J. Bird and P. Montebruno,
Oxford Review of Economic Policy, 2017. [latest working paper]
with J.V. Henderson, A. Venables, and I. Samsonov,
Science, May 2016. [latest working paper]
Research in Progress
Evaluating urban planning: evidence from Dar es Salaam
with J.V. Henderson, F. Líbano-Monteiro, M. Manara, and G. Michaels
Abstract: Urban informality, which is prevalent in Africa's rapidly growing cities, can reduce private investments, lower tax bases, and exacerbate urban disamenities. A key policy tool to address this problem is greenfield urban planning where governments purchase cheap agricultural land on the urban fringe and partition it into planned, surveyed, and titled de novo plots, which people can purchase and build houses on. Yet, there is very little systematic evidence on the effects of de novo planning choices, such as the size and configuration of residential and non-residential plots. We model and study the consequences of such planning decisions in Tanzania's "20,000 plot" project, which provided over 36,000 residential plots in 12 project areas on the fringes of Dar es Salaam in the early 2000s. We study this project using detailed maps, questionnaires, and satellite imagery, and we combine within-neighborhood analysis and spatial regression discontinuity designs. We find that overall, the project secured property rights and access, thus boosting land values, and attracting highly educated owners; small plots, which command higher land values and are built more intensively, are under-provided; access to main paved roads is prized; and development rates are higher where plot layout is more gridded and small plots are bunched together. But planned non-residential amenities are ignored due to low implementation rates and about half the plots are still unbuilt, suggesting that despite the project's success, significant improvements are possible.
The Economic Consequences of Statistical Property Valuation: Evidence from Kampala, Uganda
Abstract: To improve the cost-effectiveness of property tax administration, many governments in developing countries are turning to statistical procedures of property valuation. What are the economic implications of these procedures? With empirical evidence from Kampala, Uganda I study how the method of valuation impacts equity and revenue through effective tax rates. Valuation is never perfect, and discrepancies between true income and valuation result in effective tax rates at the individual property level that differ from the policy rate. I show generally that any assessment procedure that provides an unbiased prediction of property value will be regressive. I document that this regressivity is empirically important in Kampala; on average, the lowest-earning decile of landlords would face an effective tax rate that is higher than the policy rate, while the top decile would face a reduction. Furthermore, I develop a simple model of tax compliance to quantify how this regressivity in assessment will affect government revenues.