Ted's main research focus is African economic development, including work on the economic causes and consequences of violence; the impact of ethnic divisions on local collective action; interactions between health, education, environment, and productivity for the poor; and methods for transparent social science research. He has conducted field work in Kenya, Sierra Leone, Tanzania, and India. Many of the datasets used in his research are posted online, either on the relevant article page (on this website) or on Dataverse

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Commentary: Assessing long-run deworming impacts on education and economic outcomes: a comment on Jullien, Sinclair and Garner (2016)
AuthorsSarah Baird, Joan Hamory Hicks, Michael Kremer and Edward Miguel
Year2017
TypePublished Paper
CategoriesAfrican Development; Health, Education and Human Capital; Research Methodology

Jullien, Sinclair and Garner (2016) (henceforth JSG) state that they seek to ‘appraise the methods’ of three recent papers that estimate long-run impacts of mass deworming on educational or economic outcomes. This commentary focuses on their discussion of Baird, Hicks, Kremer and Miguel (2016) (henceforth Baird).We welcome scrutiny of our work, and appreciate the opportunity to discuss JSG. Baird finds evidence of gains in some educational and labour outcomes 10 years after a deworming programme in 75 Kenyan primary schools. Some gains are found in the full sample, and others among either males or females, in ways that are sensible given the context, e.g. there are gains in manufacturing employment among males but not females, fewer of whom work in this sector in Kenya. Below we discuss JSG’s claim that the evidence in Baird is unreliable. It is not surprising that any two scholars might interpret a body of results differently, but JSG make a series of claims that appear overstated or are somewhat misleading.

Baird, Sarah, Joan Hamory Hicks, Michael Kremer, and Edward Miguel. (2017). "Commentary: Assessing long-run deworming impacts on education and economic outcomes: a comment on Jullien, Sinclair and Garner (2016)", International Journal of Epidemiology, doi: 10.1093/ije/dyw350.

Reevaluating Agricultural Productivity Gaps with Longitudinal Microdata
AuthorsJoan Hamory Hicks, Marieke Kleemans, Nicholas Y. Li, and Edward Miguel
Year2017
TypeWorking Paper
CategoriesAfrican Development; Health, Education and Human Capital; Other

Recent research has pointed to large gaps in labor productivity between the agricultural and non-agricultural sectors in low-income countries, as well as between workers in rural and urban areas. Most estimates are based on national accounts or repeated cross-sections of micro-survey data, and as a result typically struggle to account for individual selection between sectors. This paper contributes to this literature using long-run individual-level panel data from two low-income countries (Indonesia and Kenya). Accounting for individual fixed effects leads to much smaller estimated productivity gains from moving into the non-agricultural sector (or urban areas), reducing estimated gaps by over 80 percent. Per capita consumption gaps between non-agricultural and agricultural sectors, as well as between urban and rural areas, are also close to zero once individual fixed effects are included. Estimated productivity gaps do not emerge up to five years after a move between sectors, nor are they larger in big cities. We evaluate whether these findings imply a re-assessment of the current conventional wisdom regarding sectoral gaps, discuss how to reconcile them with existing cross-sectional estimates, and consider implications for the desirability of sectoral reallocation of labor.

Hicks, Joan Hamory, Marieke Kleemans, Nicholas Y. Li, and Edward Miguel. (2017). "Reevaluating Agricultural Productivity Gaps with Longitudinal Microdata", unpublished working paper.

Risky Transportation Choices and the Value of a Statistical Life
AuthorsGianmarco León and Edward Miguel
Year2017
TypePublished Paper
CategoriesAfrican Development; Other; Health, Education and Human Capital

This paper exploits an unusual transportation setting to generate some of the first revealed preference value of a statistical life (VSL) estimates from a low-income setting. We estimate the trade-offs individuals are willing to make between mortality risk and cost as they travel to and from the international airport in Sierra Leone. The setting and original dataset allow us to address some typical omitted variable concerns, and also to compare VSL estimates for travelers from different countries, all facing the same choice situation. The average VSL estimate for African travelers in the sample is US$577,000 compared to US$924,000 for non-Africans.

León, Gianmarco, and Edward Miguel. 2017. "Risky Transportation Choices and the Value of a Statistical Life", American Economic Journal: Applied Economics, 9(1): 202-228, doi: 10.1257/app.20160140.

Analysis of statistical power reconciles drought-conflict results in Africa
AuthorsSolomon M. Hsiang, Marshall Burke, Edward Miguel, Kyle C. Meng, Mark A. Cane
Year2016
TypeWorking Paper
CategoriesResearch Methodology; Environment and Climate; African Development

Whether changes in climate substantially shape human conflict is a question of considerable recent interest to both academics and policymakers. Despite a substantial body of evidence for a strong association between climate and conflict, it remains widely claimed that large-sample empirical evidence linking climatic conditions and modern human conflict in Africa is mixed and thus any reported evidence for a strong association should be discounted. Theisen, Holterman, and Buhaug (henceforth THB) is one of the studies used to support this claim. Here we show that the results in THB are not inconsistent with earlier studies that report a substantial e ect of of climate on conflict. We demonstrate using power calculations and Monte Carlo simulations that even if a large association between climate and conflict existed in the data, the approach of THB would not be able to reliably distinguish this association from a null e ect, indicating that the approach taken by THB is statistically underpowered in this context. Therefore THB's analysis provides no basis for discarding earlier analyses and THB's conclusions drawn from this analysis overstate the extent to which they disagree with the literature. We also demonstrate that THB's stated advantage from using exceptionally high resolution data is unlikely to be realized in their analysis, since high resolution rainfall data...

Hsiang, Solomon M., Marshall Burke, Edward Miguel, Kyle C. Meng, Mark A. Cane. 2015. "Analysis of statistical power reconciles drought-conflict results in Africa", CEGA Working Paper #53, December 2015.

Appliance Ownership and Aspirations among Electric Grid and Home Solar Households in Rural Kenya
AuthorsKenneth Lee, Edward Miguel, and Catherine Wolfram
Year2016
TypePublished Paper
CategoriesAfrican Development; Environment and Climate

In this paper, we summarize the results of a recent household appliance survey conducted in Western Kenya to provide descriptive evidence on how rural households with and without grid connections, and those with home solar systems, compare in terms of the appliances they own and the appliances they aspire to own. Our data indicate that home solar users own quite different appliances compared to grid-connected households, and suggest that home solar does not satisfy the full range of household energy needs, given current appliance technologies. We also document planned expansions in centralized electricity generating capacity in a number of Sub-Saharan African countries, including Kenya. We find that the environmental advantages of decentralized solar are likely to be relatively small in countries like Kenya, where a large proportion of existing and planned grid electricity is generated without fossil fuels.

Lee, Kenneth, Edward Miguel, and Catherine Wolfram. (2016). "Appliance Ownership and Aspirations among Electric Grid and Home Solar Households in Rural Kenya", American Economic Review: Papers & Proceedings, 106(5): 89-94, doi: 10.1257/aer.p20161097.

Can War Foster Cooperation?
AuthorsMichael Bauer, Christopher Blattman, Julie Chytilova, Joseph Henrich, Edward Miguel, and Tamar Mitts
Year2016
TypePublished Paper
CategoriesPolitical Economy and Conflict; African Development

In the past decade, nearly 20 studies have found a strong, persistent pattern in surveys and behavioral experiments from over 40 countries: individual exposure to war violence tends to increase social cooperation at the local level, including community participation and prosocial behavior. Thus while war has many negative legacies for individuals and societies, it appears to leave a positive legacy in terms of local cooperation and civic engagement. We discuss, synthesize and reanalyze the emerging body of evidence, and weigh alternative explanations. There is some indication that war violence especially enhances in-group or "parochial" norms and preferences, a finding that, if true, suggests that the rising social cohesion we document need not promote broader peace.

Bauer, Michal, Christopher Blattman, Julie Chytilova, Joseph Henrich, Edward Miguel, and Tamar Mitts. (2016). "Can War Foster Cooperation?", Journal of Economic Perspectives, 30(3): 249-274, doi: 10.1257/jep.30.3.249.

Do Cash Transfers Improve Birth Outcomes? Evidence from Matched Vital Statistics, Social Security and Program Data
AuthorsVerónica Amarante, Marco Manacorda, Edward Miguel, and Andrea Vigorito
Year2016
TypePublished Paper
CategoriesOther; Health, Education and Human Capital

There is limited empirical evidence on whether cash transfers to poor pregnant women improve children's birth outcomes and potentially help weaken the cycle of intergenerational poverty. Using a unique array of program and social security administrative micro- data matched to longitudinal vital statistics in Uruguay, we estimate that participation in a generous social assistance program led to a sizable reduction in the incidence of low birthweight. The effect is due to faster intrauterine growth rather than longer gestational length. Our findings are consistent with improved maternal nutrition during pregnancy being a key driver of improved birthweight.

Amarante, Verónica, Marco Manacorda, Edward Miguel, and Andrea Vigorito. 2016. "Do Cash Transfers Improve Birth Outcomes? Evidence from Matched Vital Statistics, Program and Social Security Data", American Economic Journal: Economic Policy, 2016, 8(2): 1-43, doi:10.1257/pol.20140344 [lead article].

Does Mass Deworming Affect Child Nutrition? Meta-analysis, Cost-effectiveness, and Statistical Power
AuthorsCroke, Kevin, Joan Hamory Hicks, Eric Hsu, Michael Kremer, and Edward Miguel
Year2016
TypeWorking Paper
CategoriesResearch Methodology; Health, Education and Human Capital

The WHO has recently debated whether to reaffirm its long-standing recommendation of mass drug administration (MDA) in areas with more than 20% prevalence of soil-transmitted helminths (hookworm, whipworm, and roundworm). There is consensus that the relevant deworming drugs are safe and effective, so the key question facing policymakers is whether the expected benefits of MDA exceed the roughly $0.30 per treatment cost. The literature on long run educational and economic impacts of deworming suggests that this is the case. However, a recent meta-analysis by Taylor-Robinson et al. (2015) (hereafter TMSDG), disputes these findings. The authors conclude that while treatment of children known to be infected increases weight by 0.75 kg (95% CI: 0.24, 1.26; p=0.0038), there is substantial evidence that MDA has no impact on weight or other child outcomes. We update the TMSDG analysis by including studies omitted from that analysis and extracting additional data from included studies, such as deriving standard errors from p-values when the standard errors are not reported in the original article. The updated sample includes twice as many trials as analyzed by TMSDG, substantially improving statistical power. We find that the TMSDG analysis is underpowered: it would conclude that MDA has no effect even if...

Croke, Kevin, Joan Hamory Hicks, Eric Hsu, Michael Kremer, and Edward Miguel. (2016). "Does Mass Deworming Affect Child Nutrition? Meta-analysis, Cost-effectiveness, and Statistical Power", National Bureau of Economic Research (NBER) Working Paper #22382.

Education as Liberation?
AuthorsWilla Friedman, Michael Kremer, Edward Miguel, and Rebecca Thornton
Year2016
TypePublished Paper
CategoriesPolitical Economy and Conflict; Health, Education and Human Capital; African Development

This paper studies the political and social impacts of increased education by utilizing a randomized girls’ merit scholarship programme in Kenya that raised test scores and secondary schooling. Consistent with the view that education empowers the disadvantaged to challenge authority, we find that the programme reduced the acceptance of domestic violence and political authority. Young women in programme schools also increased their objective political knowledge. We find that this rejection of the status quo did not translate into greater perceived political efficacy, community participation or voting intentions. Instead, there is suggestive evidence that the perceived legitimacy of political violence increased.

Friedman, Willa, Michael Kremer, Edward Miguel, and Rebecca Thornton. 2015. "Education as Liberation?" Economica, 83(329): 1-30, 10.1111/ecca.12168.

Experimental Evidence on the Demand for and Costs of Rural Electrification
AuthorsKenneth Lee, Edward Miguel, and Catherine Wolfram
Year2016
TypeWorking Paper
CategoriesEnvironment and Climate; African Development

We present results from an experiment that randomized the expansion of electric grid infrastructure in rural Kenya. Electricity distribution is the canonical example of a natural monopoly. Randomized price offers show that demand for electricity connections falls sharply with price. Experimental variation in the number of connections combined with administrative cost data reveals considerable scale economies, as hypothesized. However, consumer surplus is far less than total costs at all price levels, suggesting that residential electrification may reduce social welfare. We discuss how leakage, reduced demand (due to red tape, low reliability, and credit constraints), and spillovers may impact this conclusion.

Lee, Kenneth, Edward Miguel, and Catherine Wolfram. (2016). "Experimental Evidence on the Demand for and Costs of Rural Electrification", unpublished working paper.