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We estimate the general-equilibrium labor market effects of a large-scale randomized intervention in which we designed and marketed a rainfall index insurance product across three states in India. Marketing agricultural insurance to both cultivators and to agricultural wage laborers allows us to test a general-equilibrium model of wage determination in settings where households supplying labor and households hiring labor face weather risk. Consistent with theoretical predictions, we find that both labor demand and equilibrium wages become more rainfall sensitive when cultivators are offered rainfall insurance, because insurance induces cultivators to switch to riskier, higher-yield production methods. The same insurance contract offered to agricultural laborers smoothes wages across rainfall states by inducing changes in labor supply. Policy simulations based on our estimates suggest that selling insurance only to land-owning cultivators and precluding the landless from the insurance market (which is the current regulatory practice in India and other developing countries), makes wage laborers worse off relative to a situation where insurance does not exist at all.

Zonder onderwerpscode: economie

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Comprehensive evaluation requires tracking indirect effects of interventions, such as politicians and constituents reacting to the arrival of a development program. We study political economy responses to a large scale intervention in Bangladesh, where 346 communities consisting of 16,600 households were randomly assigned to control, information or subsidy treatments to encourage investments in improved sanitation. In one intervention where the leaders' role in program allocation was not clear to constituents, leaders react by spending more time in treatment areas, and treated constituents appear to attribute credit to their local leader for a randomly assigned program. In contrast, in another lottery where subsidy assignment is clearly and transparently random, the lottery winners do not attribute any extra credit to the politician relative to lottery losers. These reactions are consistent with a model in which constituents have imperfect information about leader ability. A third intervention returns to a random subset of treated households to inform them that the program was externally funded and randomly assigned. This simple, scalable information treatment eliminates the excess credit that leaders received in villages that received subsidies. These results suggest that while politicians may respond to try to take credit for development programs, it is not easy for them do so. Political accountability is not easily undermined by development aid.

Zonder onderwerpscode: economie

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Rural to urban migration is an integral part of the development process, but there is little evidence on how out-migration transforms rural labor markets. Emigration could benefit landless village residents by reducing labor competition, or conversely, reduce productivity if skilled workers leave. We offer to subsidize transport costs for 5792 potential seasonal migrants in Bangladesh, randomly varying saturation of offers across 133 villages. The transport subsidies increase beneficiaries' income due to better employment opportunities in the city, and also generate the following spillovers: (a) A higher density of offers increases the individual take-up rate, and induces those connected to offered recipients to also migrate. The village emigration rate increases from 35% to 65%. (b) This increases the male agricultural wage rate in the village by 4.5-6.6%, and the available work hours in the village by 11-14%, which combine to increase income earned in the village, (c) There is no intra-household substitution in labor supply, but primary workers within households earn more during weeks in which many of their village co-residents moved away. (d) The wage bill for agricultural employers increases, which reduces their profit, with no significant change in yield. (e) Food prices increase by 2.7% on net, driven by an increase in the price of (fish) protein, and offset by (f) a decrease in the price of non-tradables like prepared food and tea. Seasonal migration subsidies not only generate large direct benefits, but also indirect spillover benefits by creating slack in the village-of-origin labor market during the lean season.

Zonder onderwerpscode: economie

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In order to induce farmers to adopt a productive new agricultural technology, we apply simple and complex contagion diffusion models on rich social network data from 200 villages in Malawi to identify seed farmers to target and train on the new technology. A randomized controlled trial compares these theory-driven network targeting approaches to simpler strategies that either rely on a government extension worker or an easily measurable proxy for the social network (geographic distance between households) to identify seed farmers. Our results indicate that technology diffusion is characterized by a complex contagion learning environment in which most farmers need to learn from multiple people before they adopt themselves. Network theory based targeting can out-perform traditional approaches to extension, and we identify methods to realize these gains at low cost to policymakers.

Zonder onderwerpscode: economie

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Zonder onderwerpscode: wereldeconomie, ontwikkelingsproblematiek