VoxDev Development Economics

For 70 years, a simple idea has shaped efforts to reduce prejudice: put people from different groups together under the right conditions, and contact reduces prejudice. Gordon Allport proposed it in 1954. A landmark 2006 meta-analysis of 515 studies seemed to confirm it, reporting an average effect of 0.4 standard deviations on prejudice measures. That paper has been cited more than 14,000 times. The credibility revolution has undermined this evidence, by correcting for publication bias that meant null results were seldom published. Matt Lowe of the Vancouver School of Economics has published a new review of 41 pre-registered studies, and he finds the average effect is one-tenth of a standard deviation. Those 41 pre-registered intergroup contact experiments cover nearly 40,000 participants across a wide range of countries, roughly half of them in the Global South. He tells Tim Phillips that the effects are real, consistently positive … but consistently small. Contact interventions are a waste of time. Costs can be low, and the alternatives have not yet been held to the same rigorous standard. But the gap between what the old literature promised and what careful experiments deliver is large enough to matter for anyone designing programmes to reduce prejudice between groups.The research behind this episode:Lowe, Matt. 2025. "Has Intergroup Contact Delivered?" Annual Review of Economics 17.To cite this episode:Phillips, Tim. 2026. "Has Intergroup Contact Delivered?" VoxDev Talk (podcast). Assign this as extra listening: the citation above is formatted and ready for a reading list or VLE.About Matt LoweMatt Lowe is an assistant professor at the Vancouver School of Economics at the University of British Columbia, a CIFAR Azrieli Global Scholar, and a J-PAL faculty affiliate whose research spans intergroup relations, development, and political economy. His website is at mattjlowe.github.io. He has previously been published in VoxDev discussing his field experiment on collaborative and adversarial caste integration through cricket leagues in India.Research cited in this episodeAllport, Gordon W. 1954. The Nature of Prejudice. Addison-Wesley. The founding text of intergroup contact theory, which proposed that contact between groups reduces prejudice when it meets four conditions: equal status, common goals, intergroup cooperation, and support from authorities.Pettigrew, Thomas F., and Linda R. Tropp. 2006. "A Meta-Analytic Test of Intergroup Contact Theory." Journal of Personality and Social Psychology 90 (5). The 515-study meta-analysis that established the 0.4 standard deviation benchmark for contact effects and became the dominant reference point for the field.Paluck, Elizabeth Levy, Roni Porat, Chelsey S. Clark, and Donald P. Green. 2021. "Prejudice Reduction: Progress and Challenges." Annual Review of Psychology 72. A review of 418 experiments on prejudice reduction from 2007 to 2019, identifying troubling signs of publication bias and finding that most studies evaluate light-touch, small-scale interventions with uncertain long-term effects.Scacco, Alexandra, and Shana S. Warren. 2018. "Can Social Contact Reduce Prejudice and Discrimination? Evidence from a Field Experiment in Nigeria." American Political Science Review 112 (3). A randomised field experiment mixing Christian and Muslim young men in a vocational training programme in Kaduna, Nigeria. Contact reduced discriminatory behaviour but did not change attitudes.Mousa, Salma. 2020. "Building Social Cohesion between Christians and Muslims through Soccer in Post-ISIS Iraq." Science 369 (6505). Randomly assigned Iraqi Christian displaced persons to football teams with Muslim teammates. Effects were positive on behaviours within the intervention but did not generalise to interactions with Muslim strangers outside it.Chakraborty, Anujit, Arkadev Ghosh, Matt Lowe, and Gareth Nellis. 2024. "Learning About Outgroups: The Impact of Broad Versus Deep Interactions." SSRN Working Paper. A field experiment in India finding that broad contact (meeting many different outgroup members) corrects misperceptions about outgroups, while deep contact (sustained interaction with one person) builds social and economic ties. Neither type generalises fully to the wider outgroup.Lowe, Matt. 2021. "Types of Contact: A Field Experiment on Collaborative and Adversarial Caste Integration." American Economic Review 111 (6). Randomly assigned Indian men from different castes to cricket teams or control groups, finding that collaborative contact increased cross-caste friendships and efficiency in trade while adversarial contact reduced them.More VoxDev Talks on this topicPromoting national integration in Nigeria: Tim Phillips talks to Oyebola Okunogbe about her research on the Nigerian National Youth Service Corps, which posts university graduates to states other than their own to promote national integration through intergroup contact.Peacemaking, peacebuilding and post-war reconstruction: Salma Mousa and Lisa Hultman discuss what the evidence shows about building peace and social cohesion after conflict, including which interventions hold up and which do not.Building social cohesion in ethnically mixed schools: an intervention in Turkey: Sule Alan discusses a programme designed to build cohesion between children from different ethnic backgrounds in Turkish schools, with effects on peer violence, reciprocity, and interethnic friendships.Related reading on VoxDevHow competition between villages helped divided communities in Indonesia: in ethnically diverse or divided settings, shared efforts towards a collective external goal can help bridge internal divides and build a shared identity.Reducing prejudice towards forced migrants through perspective taking: evidence on how perspective-taking interventions affect attitudes towards refugees and displaced populations.How a documentary film fostered interethnic harmony in Bangladesh: a media-based approach to reducing intergroup prejudice, examining what content and delivery can shift attitudes at scale.

In cities across low- and middle-income countries, traffic crawls 24 hours a day. In Dhaka during rush hour, speeds average around 15km/h. At three in the morning, when the roads are empty, they average about 20km/h. Urban transport in the developing world is not only slow because of congestion. And so congestion policy, Adam Storeygard of Tufts University argues, gets you a small fraction of the way to solving the problems of urban transport in LMICs.That counterintuitive finding is one many themes in Storeygard's wide-ranging review of what research actually tells us about how people in LMICs get from A to B. From informal minibuses to bus rapid transit, from a field experiment in Bangalore that tested congestion pricing to the long shadow of colonial railroads still shaping African trade today, the picture that emerges is more nuanced and more interesting than many policy blueprints suggest. He tells Tim Phillips what the evidence supports, where it runs out, and why fixing the roads won’t fix everything.The research behind this episode:Storeygard, Adam. 2025. "Transport in Low- and Middle-Income Countries." NBER Working Paper 34354. Forthcoming in a special issue of Regional Science and Urban Economics.To cite this episode:Phillips, Tim. 2026. "Transport in Low- and Middle-Income Countries." VoxDev Talk (podcast). Assign this as extra listening: the citation above is formatted and ready for a reading list or VLE.About Adam StoreygardAdam Storeygard is Professor of Economics at Tufts University, where his research focuses on urbanisation, transportation, and the economic geography of the developing world, in particular sub-Saharan Africa. Much of his work uses geographic and satellite data to study how infrastructure shapes where people live, how they move, and how economies develop.Research cited in this episodeAkbar, Prottoy Aman, Victor Couture, Gilles Duranton, and Adam Storeygard. 2023. "The Fast, the Slow, and the Congested: Urban Transportation in Rich and Poor Countries." NBER Working Paper 31642. The paper behind the Dhaka finding: assembling travel speed data across 1,200 cities in 152 countries, the authors show that cities in poor countries are roughly half as fast as those in rich countries, and that most of the gap is not congestion but structural low speeds in the absence of traffic.Björkegren, Daniel, Alice Duhaut, Geetika Nagpal, and Nick Tsivanidis. 2025. "Public and Private Transit: Evidence from Lagos." Working paper. When Lagos introduced a major new public bus system, informal drivers on affected routes left,  so bus frequency on those routes fell on net. The big benefit accrued to other routes that informal drivers switched to, where prices and waiting times fell. Winners and losers, not a clean gain.Franklin, Simon. 2018. "Location, Search Costs and Youth Unemployment: Experimental Evidence from Transport Subsidies." Economic Journal 128 (614). A randomised trial in Addis Ababa: providing transport subsidies to unemployed young people helped them search for and find formal jobs. Effects did not persist once subsidies ended, raising questions about how much the transport constraint itself was the binding one.Borker, Girija. 2021. "Safety First: Perceived Risk of Street Harassment and Educational Choices of Women." World Bank Policy Research Working Paper 9731. Women in Delhi attend less selective colleges than male peers with identical academic credentials, not because they are not admitted, but because of perceived harassment risk during the commute. Delhi university students overwhelmingly live with their parents, and the daily journey matters as much as the institution.Kreindler, Gabriel. 2024. "Peak-Hour Road Congestion Pricing: Experimental Evidence and Equilibrium Implications." Econometrica 92 (4). A field experiment in Bangalore, paying drivers to avoid congested areas and times. The finding: congestion pricing would produce only modest benefits in Bangalore because traffic density has a relatively moderate impact on speed there, meaning you would have to charge astronomically high prices to shift behaviour significantly.Jedwab, Remi, and Adam Storeygard. 2022. "The Average and Heterogeneous Effects of Transportation Investments: Evidence from Sub-Saharan Africa 1960–2010." Journal of the European Economic Association 20 (1). Shows how transportation infrastructure investments, including the legacy of colonial railroads built primarily to connect mines to ports, continue to shape where Africans live and how countries trade, with consequences that push African economies toward overseas rather than intra-regional commerce.More VoxDev Talks on this topicMichelson, Hope, 2026, “African agriculture's underappreciated supply side.” VoxDev Talk. How transport links are one of the many impediments that stop rural farmers from making the most of the opportunities of better agricultural inputs.Related reading on VoxDev"Urban transport infrastructure in developing countries”, the VoxDevLit review of research on urban transport in LMICs, covering buses, BRT, subways, and informal transit networks."Who wins when public transit challenges private transit?”, the Lagos bus reform discussed in this episode, with further detail on how informal drivers responded to new public routes."Perceived risk of street harassment and college choice of women in Delhi”, Girija Borker's research on how commute safety shapes women's educational choices, as discussed by Storeygard in this episode."The equitable benefits of Colombia's bus rapid transit system”, complements the discussion of BRT in Bogota, one of Storeygard's three best-evidenced cases for BRT benefits.

Particulate matter is, Michael Greenstone argues, the greatest public health threat on the planet. Worse than HIV, cigarettes, and alcohol. The average person  loses about two years of life expectancy to it. In India, the figure is three and a half years. The solution to this problem has been tested, and it works, at least in high-income countries.Greenstone and his co-authors ran a randomised controlled trial in Surat, Gujarat: from 300 industrial plants, mostly making textiles, all burning coal, half were randomly assigned to a market where pollution permits could be bought and sold. The results: in the market, pollution fell 25%, compliance was near-perfect, and abatement costs dropped 12%. The cost-benefit ratio is as high as 200 to one. Many plants in the control group asked to be moved into the market.The research behind this episode:Greenstone, Michael, Rohini Pande, Nicholas Ryan, and Anant Sudarshan. 2025. "Can Pollution Markets Work in Developing Countries? Experimental Evidence from India." Quarterly Journal of Economics 140 (2): 1003–1060. An ungated version is available as BFI Working Paper 2025-53.To cite this episode:Phillips, Tim. 2025. "Can Pollution Markets Work in Developing Countries?" VoxDev Talk (podcast).  Assign this as extra listening: the citation above is formatted and ready for a reading list or VLE.About Michael GreenstoneMichael Greenstone is the Milton Friedman Distinguished Service Professor in Economics at the University of Chicago, where he is the founding Director of the Energy Policy Institute at Chicago (EPIC) and the Institute for Climate and Sustainable Growth. His research focuses on the costs and benefits of environmental quality, including the Air Quality Life Index, which tracks the toll of particulate pollution country by country. He previously served as Chief Economist for the President's Council of Economic Advisers under President Obama. Research cited in this episodeAir Quality Life Index (AQLI), Energy Policy Institute at Chicago. The source of the life-expectancy statistics used in this episode: particulate pollution costs the average person on Earth roughly two years of life expectancy, with India averaging three and a half years. The index tracks this burden country by country, city by city.The US sulphur dioxide cap-and-trade programme, established under the 1990 Clean Air Act Amendments, was the canonical precedent Greenstone cited: a market that dramatically reduced acid rain in the eastern United States at costs far below pre-programme projections. He noted that the UK and EU have since built comparable CO2 markets. All have worked well. The question this experiment addressed was whether the same logic held in the developing world, where almost all the pollution now is.Emissions Market Accelerator. An independent scale-up organisation founded by Greenstone and colleagues to replicate the Gujarat model beyond the original research setting. Current pipeline: a statewide sulphur dioxide market for Maharashtra (including large power plants, not just textiles), and advanced conversations in Pakistan and Brazil. Within Gujarat, a water pollution market is also in development.More VoxDev Talks on this topicRegulating pollution in low- and middle-income countries Rohini Pande and Nicholas Ryan, two co-authors of the paper discussed in this episode, on the political economy of pollution regulation in developing countries: why enforcement is hard, and what makes it work.Air pollution and infant mortality Jennifer Burney on the health costs of particulate air pollution for young children, and what the evidence from Saharan dust patterns across Sub-Saharan Africa reveals about exposure and mortality.The Social Cost of Carbon Michael Greenstone's earlier VoxDev Talk, on how assigning a monetary value to carbon emissions can drive better policy decisions and make the case for action that regulation alone struggles to make.Related reading on VoxDevReducing air pollution: Evidence from payments to reduce crop burning in India How cash payments to farmers in northern India changed behaviour and cut the seasonal haze from crop fires that pushes Delhi's air quality to its worst each winter.Paying to pollute: How carbon offsets actually raised emissions in China A cautionary study on market-based pollution controls: when incentives point the wrong way, a market can make things worse rather than better.The effect of pollution on worker productivity: Evidence from call-centre workers in China Air pollution reduces cognitive performance and output, adding an economic productivity argument to the health case for cleaning the air.

A small number of Asian countries have provided thousands of high-skilled migrants to the US, many of whom have gone on to great success. What created this long-term trend, and what has it contributed to the US economy? And with changes in domestic policy, technology, and the opportunities in other countries, will it continue? Gaurav Khanna of UC San Diego tells Tim Phillips the story of high-skilled migration to the US and warns of the consequences for the US economy if, in the future, they decide to go elsewhere – or stay at home.

With the number of global refugees continuing to rise, integrating refugees has become a difficult challenge for hosts – and it is far from easy for the refugees themselves. Dany Bahar of Brown University and Giovanni Peri of UC Davis tell Tim Phillips about a new review of the evidence that evaluates what policies have worked. 

In this episode of Ideas in Development, we ask what needs to happen before AI can take off in Africa.Rose Mutiso talks us through the current state of energy and digital infrastructure in Africa, why leapfrogging is not guaranteed with AI, and what fundamental bottlenecks need to be addressed.Read the full show notes: https://voxdev.org/topic/technology-innovation/ai-africa-barriers-opportunities-and-policy

Almost everywhere, women have less economic power than men, and earn less at work. Their commitment to childcare and work in the home gives them less spare time than men, as well as less recognition for the value of what they do. In another episodes based on the new book The London Consensus, published by LSE Press, Barbara Petrongolo of the University of Oxford, who one of the authors of the book’s chapter on Labour markets and gender inequality, and Ashwini Deshpande of Ashoka University, who wrote a response discuss with Tim Phillips whether there is a consensus on policy – and way to implement it – in this area. Download The London Consensus. https://www.lse.ac.uk/school-of-public-policy/research/london-consensus

Agricultural yields across sub-Saharan Africa are falling. We can create better seeds, fertilisers and insecticides which has the potential to increase agricultural yields. But what stops that potential being realised? We put a lot of attention on how to influence the behaviour or the choices of farmers, but what can policy also do to help the firms, large and small, that provide the inputs that farmers use? Hope Michelson of the University of Illinois is one of the authors of a new review of agricultural input markets. She tells Tim Phillips about the important gaps in our knowledge of how those markets are working.

The new book The London Consensus is a large and very comprehensive successor to the Washington Consensus that dominated policymaking during the 1990s. It attempts to capture where the Washington consensus fell short, and suggest better policy for development.One area in which we need better policy is basic education. Despite the success of programmes to build and equip schools, outcomes are not improving. Pritchett’s chapter in The London Consensus examines the learning crisis and suggests what policy can do about it. He tells Tim Phillips that there are no short cuts – but examples from around the world show that solutions are possible. 

Labor markets in poor countries are very different to labour markets in rich countries. Millions of young people in developing economies who will be starting work in the next few years will face rationed jobs, volatile employment, and low-quality work. How will they cope and how can policy best help them?Emily Breza of Harvard University and Supreet Kaur of UC Berkeley are the authors of a new review of how labour markets in developing countries. They tell Tim Phillips some surprising facts about how labour markets work, what policy can do better – and what we still need to discover to help those young jobseekers find decent work.

Ideas in Development is VoxDev's new second podcast! You can listen to Ideas in Development wherever you get your podcasts, or watch on YouTube. Don't forget to subscribe, so you won't miss an episode.Today we're bringing you one of the episodes from our new series. Oliver Hanney and Kartik Akileswaran ask how Costa Rica, a small country of approximately 5 million people, became an attractive hub that now hosts operations for more than 1,000 multinationals. To take us through this period of economic change, we were joined by Andres Valenciano Yamuni, who played his own role in Costa Rica’s FDI journey during his time as Minister of Foreign Trade.

It’s one thing to enrol kids at school. But that is the beginning of their education. When they are there, they need to learn – and unless that starts with learning to read, we’re failing in our duty to them. A new report, produced by a group of literacy experts and is endorsed by GEEAP, shows that improving the quality of reading instruction can sharply increase reading levels in schools in LMICs, and calls on policymakers to act. Benjamin Piper of the Gates Foundation joins Tim Phillips to talk about what works, and how it can be implemented.

When the work well, carbon markets worldwide decarbonise economies and direct funds to the most efficient projects. Yet for these mechanisms to be effective, credible, and equitable, should we move beyond today’s fragmented initiatives and create a unified global carbon market that would integrate compliance and voluntary markets, with consistent standards and pricing?  Robin Burgess of LSE and Rohini Pande of Yale are authors of a detailed proposal to design and implement this radical concept. Fresh from presenting the report’s insights at COP 30, they join Tim Phillips to explain the potential and transformative impact of a unified market for carbon. Download the report https://unfccc.int/sites/default/files/resource/Pande%20et%20al%20Draft%20Proposal%20for%20a%20Unified%20Carbon%20Market.pdf

Many papers in economics have shown the scale of the damage that slavery did to Africa, but can we also make the argument that the slave trade helped cause Europe’s economic development? Ellora Derenoncourt of Princeton is the author of a recently published paper which uses new methods and new data to investigate this question.  She talks to Tim Phillips about what historical records can and cannot tell us about that link, and what this data tells us about the growth of European port cities.

At home, men usually have more money and more power than their female partners, and this inequality is particularly wide in LMICs. What does research tell us about how decisions are made and, if there isn’t enough food or money or care to go around, who gets what? And when policymakers try to empower women do their well-intentioned policies work, and can they provoke a backlash? Seema Jayachandran of Princeton and Alessandra Voena of Stanford are the authors of a new review of the evidence, and they talk to Tim Phillips about why women’s power at home is so difficult to measure, and what we don’t yet know about how to increase it.

Intimate partner violence (IPV) is common everywhere, but how common? What are its causes and effects? How can we do a better job of noticing it, measuring its impact – and ultimately, finding effective ways to stop it?A new review of IPV looks at the recent economic research on the topic, what this work can tell us, and what questions are, so far, unanswered. Manisha Shah of UC Berkeley is one of the authors. She talks to Tim Phillips about why IPV is hard to measure, and even harder to prevent.Read the full show notes here: https://voxdev.org/topic/health/intimate-partner-violence-causes-costs-and-prevention

The modern state, and the way in which is governs, is clearly very important. It provides social programs, education, disaster relief or, on the other side, it can cause violence and repression. We tend to assume that there is one model of a successful state, and the emergence of government has followed a single path with, as Francis Fukuyama wrote, “Getting to Denmark” as its end point. But is that the story that the historical record tells? And are successful states today, even in high-income countries, all governed in a way that matches our assumptions? Leander Heldring of Northwestern University is the author of a chapter on the forthcoming Handbook of Political Economy that examines the historical data and the types of government that have succeeded and failed. He tells Tim Phillips what he has discovered about what types of bureaucracy have succeeded in history, what forms of government that citizens in different times and places have chosen, and whether there is one true evolutionary path to a successful state.

We think of trade-driven growth during the era of hyper-globalisation as having created many “growth miracles” since the 1990s. But how did that happen? If we look at what created these miracles more closely, will that help us to understand how the geopolitical and technology shifts of the last decade have affected, and will continue to affect, the relationship between international trade and development?  Penny Goldberg of Yale and Michele Ruta of the IMF are the authors of a chapter in the forthcoming Handbook of Development that questions many of our assumptions about the role of trade in growth miracles. They tell Tim Phillips about how this engine of development really worked – and why it might not work as well in future.

How can we train the next generation of entrepreneurs? In developing economies, more than a billion dollars a year is spent on this type of training, but does it work, are we training the right people with the right skills – and what opportunities are there to do better? David McKenzie of the World Bank is one of the senior editors of the latest version of the VoxDevLit on Training Entrepreneurs. He tells Tim Phillips what we know about what training can achieve, why training programmes are not “one size fits all”, and what this all means for policy.  The VoxDevLit on training entrepreneurs: https://voxdev.org/voxdevlit/training-entrepreneurs

What is the relationship between religion and economic development? Does economic development mean fewer people become religious, or more? What causes people to believe, and does organised religion adapt as societies change, and competition from other religions increases? Sara Lowes of UC San Diego, Eduardo Montero on the University of Chicago, and Benjamin Marx of Boston University are the authors of a new review of religion in emerging and developing regions. They talk to Tim Phillips about how our assumptions about what religion is, and why people believe, are not always accurate – and how an understanding of religiosity can help policymakers understand our motivations and create social policy that is effective.