Working Papers
Cities, Heterogeneous Firms and Trade (with Alvaro Garcia-Marin, Andrei Potlogea, Nico Voigtlaender and Yang Yang)
This paper combines independent work by Bakker and Garcia-Marin et al. Previous single-authored versions of this paper were circulated as "Trade and Agglomeration: Theory and Evidence from France" and "International Trade and Regional Inequality", and received the following awards:
WTO Essay Award for Young Economists 2019
Kraks Fond prize for Best Student Paper at the 8th European Meeting of the Urban Economics Association
Best Paper Award at the 17th Annual GEP/CEPR Post-graduate conference
Best Paper Award at the 18th RIEF Doctoral Meeting

Non-tariff barriers and consumer prices: evidence from Brexit, [CEP Discussion Paper]
(with Nikhil Datta, Richard Davies and Josh De Lyon)
Coverage: Guardian, BBC, the Times, the Independent, CNBC, Evening Standard, Daily Mirror, Politico, Sky News, Economic Times, City AM, Bloomberg…

Agents, Landlords and Tenants: Market Structure in the Rental Market [draft available on request]
(with Nikhil Datta)

Publications
Of Mice and Merchants: Connectedness and the Location of Economic Activity in the Iron Age, [NBER Working Paper]
(with Stephan Maurer, Jörn-Steffen Pischke and Ferdinand Rauch),
Review of Economics and Statistics, October 2021, 103 (4): 652-665
We study the causal relationship between geographic connectedness and development using one of the earliest massive trade expansions: the first systematic crossing of open seas in the Mediterranean during the time of the Phoenicians. We construct a geography based measure of connectedness along the shores of the sea. We relate connectedness to economic activity, which we measure using the presence of archaeological sites. We find an association between better connected locations and archaeological sites during the Iron Age, at a time when sailors began to cross open water routinely on a big scale. We corroborate these findings at world level.
Coverage: VoxEU, CentrePiece, Quartz

Migration and Urbanisation in Post-Apartheid South Africa, [published version] [WBPR Working Paper][Older IZA Discussion Paper]
(with Chris Parsons and Ferdinand Rauch),
World Bank Economic Review, Vol. 34, pp 509-532, June 2020
Although Africa has experienced rapid urbanization in recent decades, little is known about the process of urbanization across the continent. This paper exploits a natural experiment, the abolition of South African pass laws, to explore how exogenous population shocks affect the spatial distribution of economic activity. Under apartheid, black South Africans were severely restricted in their choice of location, and many were forced to live in homelands. Following the abolition of apartheid they were free to migrate. Given a migration cost in distance, a town nearer to the homelands will receive a larger inflow of people than a more distant town following the removal of mobility restrictions. Drawing upon this exogenous variation, this study examines the effect of migration on urbanization in South Africa. While it is found that on average there is no endogenous adjustment of population location to a positive population shock, there is heterogeneity in the results. Cities that start off larger do grow endogenously in the wake of a migration shock, while rural areas that start off small do not respond in the same way. This heterogeneity indicates that population shocks lead to an increase in urban relative to rural populations. Overall, the evidence suggests that exogenous migration shocks can foster urbanization in the medium run.

How well do experience curves predict technological progress? A method for making distributional forecasts, [published version] [ungated version]
(with Francois Lafond, Aimee Bailey, Dylan Rebois, Rubina Zadourian, Patrick McSharry and Doyne Farmer),
Technological Forecasting and Social Change, Vol. 128, pp 104-117, March 2018
Experience curves are widely used to predict the cost benefits of increasing the deployment of a technology. But how good are such forecasts? Can one predict their accuracy a priori? In this paper we answer these questions by developing a method to make distributional forecasts for experience curves. We test our method using a dataset with proxies for cost and experience for 51 products and technologies and show that it works reasonably well. The framework that we develop helps clarify why the experience curve method often gives similar results to simply assuming that costs decrease exponentially. To illustrate our method we make a distributional forecast for prices of solar photovoltaic modules.


Policy Notes and Non-academic Publications
Vulnerabilities of Supply Chains Post-Brexit, [final report]
(with Nikhil Datta, Josh De Lyon and Elitsa Garnizova
LSE Consulting, September 2020

The impact of Brexit on the UK dairy sector, [final report]
(with Nikhil Datta)
LSE Consulting, June 2018

Coverage: Dairy All-Party Parliamentary Group, Financial Times, The Guardian, (additional coverage)