Publications
Representation in Mobility Data in Emerging Cities (with Dan Björkegren, Alice Duhaut, Oluchi Mbonu and Nick Tsivanidis)
Forthcoming, AEA Papers and Proceedings 2026
Working Papers
Public and Private Transit: Evidence from Lagos (with Dan Björkegren, Alice Duhaut and Nick Tsivanidis)
Revise and Resubmit, American Economic Review
Funded by: IGC, STEG, J-PAL King Climate Action Initiative, World Bank
[Paper | Policy Brief]
Coverage: Let's Talk Development, VoxDev, Pop Research Robot Podcast, NBER Digest
Relaxing Floor Area Ratio: Housing Supply & Affordability in India (with Sahil Gandhi)
Submitted
Funded by: IGC, STEG
[Paper]
Coverage: The Economist
Housing Women in Indian Cities (with Alejandro Molnar and Forhad Shilpi) (draft available upon request)
Let the Water Flow: the Impact of Electrification on Agriculture (with Alessandro Sovera)
[Paper]
Book Chapters
Transport Infrastructure in the US (with Matthew Turner and Gilles Duranton)
In E. Glaeser and J. Poterba (Eds.), Economic Analysis and Infrastructure Investment, 2021. University of Chicago Press.
Coverage: Marginal Revolution, Washington Post, Wall Street Journal, Cato Institute, Forbes, Brookings
[Chapter]
Support for massive investments in transportation infrastructure, possibly with a change in the share of spending on transit, seems widespread. Such proposals are often motivated by the belief that our infrastructure is crumbling, that infrastructure causes economic growth, that current funding regimes disadvantage rural drivers at the expense of urban public transit, or that capacity expansions will reduce congestion. In fact, most US transportation infrastructure is not deteriorating and the existing scientific literature does not show that infrastructure creates growth or reduces congestion. However, current annual expenditure on public transit buses exceeds that on interstate construction and maintenance. A careful examination of how funding is allocated across modes is suggested by the evidence. Massive new expenditures are not.
Geospatial Impact Evaluation of Urban and National Transport Systems (with Alice Duhaut and Robert Marty)
Forthcoming, in Geospatial Impact Evaluation in Practice, 2026. Taylor & Francis.
This chapter provides a practical, hands-on guide to evaluating large transport infrastructure investments, including national roads, public transit, and bus rapid transit corridors, using a geospatial impact evaluation (GIE) approach. Targeted at evaluators, policy analysts, and applied researchers, it demonstrates how spatially explicit data can be combined with quasi-experimental methods to estimate causal impacts where infrastructure placement is non-random and benefits extend beyond immediate locations. Geospatial data support both measurement and identification in transport evaluations. Using remote-sensing products and GIS network layers, the chapter shows how spatial datasets enable long-term assessment of economic, land-use, and environmental outcomes. Key inputs include nighttime lights as proxies for economic activity, land cover and land-use maps, high-resolution population grids, and road networks to quantify accessibility. These data overcome survey limitations by providing continuous coverage over multiple periods. Three quasi-experimental methods are implemented: (1) difference-in-differences exploiting staggered roll-outs; (2) instrumental variables using least-cost network paths; and (3) market-access models linking travel time reductions to economic opportunity. Case studies in Lagos, Nigeria, and Ethiopia illustrate localized and spatially diffuse impacts, equipping readers to conduct transparent, reproducible, policy-relevant GIE.
Selected Work in Progress
Efficiency of Informal Transit Networks (with Dan Björkegren, Alice Duhaut, Nicola Rosaia and Nick Tsivanidis)
Funded by: IGC, STEG, J-PAL King Climate Action Initiative, World Bank
Public Housing and Social Outcomes in Urban India (with Sahil Gandhi and Vaidehi Tandel)
Funded by: IGC
Impact Evaluation of the BRT in Dakar, Senegal (with Sveta Milusheva and Lucas Conwell)
Funded by: STEG