Innovation
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Nov 2012
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External
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Paper
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The authors show theoretically that the presence of basis risk in index insurance makes it a complement to informal risk sharing, implying that index insurance crowds-in risk sharing and leading to a prediction that demand will be higher among groups of individuals that can share risk. They report results from rural Ethiopia from a first attempt to market weather insurance products to existing informal risk-sharing groups. The groups were offered training on risk management and the possible benefits of holding insurance. Among those trained we randomized the content of training, with some sessions focusing on the benefits of informally sharing basis risk. The study results suggest benefits from marketing index-based insurance with an emphasis on informally sharing basis risk, at least in terms of uptake. Specifically, and consistent with learning informed by the theoretical results, the authors found that members of groups whose leaders had received training that emphasized risk-sharing had considerably higher uptake. |
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Jul 2012
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External
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Paper
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The risk of unfavourable weather conditions is the single most important risk faced by hundreds of millions of poor rural households around the world. Governments have implemented a range of programs to address these risks, most notably crop insurance programs and disaster relief aid. Programs which tie payments to individual farmer's experience may suffer from two serious problems: moral hazard, whereby farmers may not exert as much effort to avoid risk or its consequences; and adverse selection, whereby farmers with higher risk are more likely to take up such products. Contracting innovations have de-linked indemnification from individual production by basing insurance against losses arising from poor weather on an observable index (e.g. local rainfall or aggregate local crop yields) which is not directly linked to individual production. Such 'index-based' micro-insurance products promise to offer a financially sustainable mechanism to reduce the risk faced by agricultural households. While there are some examples of success, by and large farmers have been reluctant to hedge substantial amounts of risk with these instruments. It is therefore of central importance to understand the determinants of demand for these products, and quantify their ability to affect household's economic decisions and improve well-being. This review will synthesize the emerging body of evidence surrounding two specific types of index-based insurance: (1) weather insurance and (2) area-yield based crop insurance. The review will concentrate on the various issues associated with these forms of insurance, provide the best synthesis possible using existing evidence, and suggest priorities for future research. |
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Oct 2011
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External
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Paper
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Rational demand for hedging products, where there is a risk of contractual nonperformance, is fundamentally different to that for indemnity insurance. In particular, optimal demand is zero for infinitely risk averse individuals, and is nonmonotonic in risk aversion, wealth and price. For commonly used families of utility functions, demand is hump-shaped in the degree of risk aversion when the price is actuarially unfair, first increasing then decreasing, and either decreasing or decreasing-increasing-decreasing in risk aversion when the price is actuarially favourable. For a given belief, upper bound are derived for the optimal demand from risk averse and decreasing absolute risk averse decision makers. The apparently low level of demand for consumer hedging instruments, particularly from the most risk averse, is explained as a rational response to deadweight costs and the risk of countractual nonperformance. A numerical example is presented for maize in a developing county which suggests that some unsubsidised weather derivatives, currently being designed for and marketed to poor farmers, may in fact be poor products, in that objective financial advice would recommend low or zero purchase from all risk averse expected utility maximisers. |
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Sep 2011
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External
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Paper
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Rainfall index insurance is a theoretically attractive financial product that has achieved only limited adoption. This paper seeks to understand the structure of demand for rainfall index insurance in India. The authors develop two approaches to estimating households' valuation of rainfall insurance and evaluate them against an experiment in which fixed prices are randomly assigned. The first approach uses a simple structural model of index insurance demand that includes basis risk - the possibility that policy-holders may suffer a negative shock yet receive little or no payout. The authors use survey data from members of an insurance pilot in Gujarat, India to fit the model and estimate the willingness to pay (WTP) for rainfall insurance coverage. Relative to the choices observed at randomly assigned fixed prices, the structural model significantly overestimates demand. The second approach uses a Becker-Degroot-Marschak (BDM) methodology to empirically elicit WTP from potential insurance customers at the time of marketing. Researchers find that BDM does a better job of predicting fixed price purchasing behavior, but the distribution of stated willingness to pay has large mass points at focal points. Finally, directly comparing the two approaches and find the theoretical model has weak predictive power for WTP as elicited by BDM. The authors explore which household characteristics are correlated with WTP and determine that recent experiences with rainfall and insurance are important factors not captured in our static model, suggesting that learning dynamics may be a promising direction for future analyses. |
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Oct 2010
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External
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Paper
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Rainfall index insurance provides a payout based on measured local rainfall during key phases of the agricultural season, and in principle can help rural households diversify a key source of idiosyncratic risk. This paper describes basic features of rainfall insurance contracts offered in India since 2003, and documents stylized facts about market demand and the distribution of payouts. The authors summarize the results of previous research on this market, which provides evidence that price, liquidity constraints, and trust all present significant barriers to increased take-up. They also discuss potential future prospects for rainfall insurance and other index insurance products. |
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Mar 2010
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External
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Paper
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This report concludes that weather index-based insurance (or insurance which pays out when weather variables such as rainfall reach certain predetermined levels) is an effective, market-mediated solution to promote agricultural development and to help protect the poorest against weather hazards. At the same time, this type of ex-ante (or before the event) risk management approach can reduce the need for costly emergency operations. For example, rather than providing assistance after a drought when a farmer is unable feed her family or cover the cost of operating her farm, a payment from a weatherindex insurance policy can help this farmer meet urgent household needs without selling important productive assets – like land – or defaulting on loans used to buy seeds and fertilizer. As a result, this family is better able to recover productivity and does not need costly emergency assistance. |
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Dec 2009
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External
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Paper
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This set of briefs considers how to increase the tools available to poor households to manage agricultural and health risks. The focus is how to develop insurance markets, along with other financial instruments such as credit, savings, and social protection policies. The series does not document the proven impact of insurance markets for the welfare of poor people; rather, it brings together briefs written by businesspeople, policymakers, and researchers that document innovations, lessons learned, and areas of future work and action. |
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Jul 2006
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FAI
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Brief
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Development experts now recognize the intimate relationship between the lack of insurance and the persistence of poverty. But the challenges in reducing risk are great. Insurance markets are characterized by problems of high transactions costs, moral hazard, adverse selection, low education levels of clients, and weak enforcement mechanisms. This paper outlines lessons from economics and describes innovations in credit-life insurance, health insurance, and weather insurance. |
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Expert
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Themes
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Apr 2013
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Credit, Customers, Mobile Money, Payments
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Jan 2013
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Credit, Insurance, Poverty, Product Design
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There are currently no quick links for this question.
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Nov 2012
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External
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Paper
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The authors show theoretically that the presence of basis risk in index insurance makes it a complement to informal risk sharing, implying that index insurance crowds-in risk sharing and leading to a prediction that demand will be higher among groups of individuals that can share risk. They report results from rural Ethiopia from a first attempt to market weather insurance products to existing informal risk-sharing groups. The groups were offered training on risk management and the possible benefits of holding insurance. Among those trained we randomized the content of training, with some sessions focusing on the benefits of informally sharing basis risk. The study results suggest benefits from marketing index-based insurance with an emphasis on informally sharing basis risk, at least in terms of uptake. Specifically, and consistent with learning informed by the theoretical results, the authors found that members of groups whose leaders had received training that emphasized risk-sharing had considerably higher uptake. |
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Jul 2012
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External
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Paper
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The risk of unfavourable weather conditions is the single most important risk faced by hundreds of millions of poor rural households around the world. Governments have implemented a range of programs to address these risks, most notably crop insurance programs and disaster relief aid. Programs which tie payments to individual farmer's experience may suffer from two serious problems: moral hazard, whereby farmers may not exert as much effort to avoid risk or its consequences; and adverse selection, whereby farmers with higher risk are more likely to take up such products. Contracting innovations have de-linked indemnification from individual production by basing insurance against losses arising from poor weather on an observable index (e.g. local rainfall or aggregate local crop yields) which is not directly linked to individual production. Such 'index-based' micro-insurance products promise to offer a financially sustainable mechanism to reduce the risk faced by agricultural households. While there are some examples of success, by and large farmers have been reluctant to hedge substantial amounts of risk with these instruments. It is therefore of central importance to understand the determinants of demand for these products, and quantify their ability to affect household's economic decisions and improve well-being. This review will synthesize the emerging body of evidence surrounding two specific types of index-based insurance: (1) weather insurance and (2) area-yield based crop insurance. The review will concentrate on the various issues associated with these forms of insurance, provide the best synthesis possible using existing evidence, and suggest priorities for future research. |
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Oct 2011
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External
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Paper
|
|
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Rational demand for hedging products, where there is a risk of contractual nonperformance, is fundamentally different to that for indemnity insurance. In particular, optimal demand is zero for infinitely risk averse individuals, and is nonmonotonic in risk aversion, wealth and price. For commonly used families of utility functions, demand is hump-shaped in the degree of risk aversion when the price is actuarially unfair, first increasing then decreasing, and either decreasing or decreasing-increasing-decreasing in risk aversion when the price is actuarially favourable. For a given belief, upper bound are derived for the optimal demand from risk averse and decreasing absolute risk averse decision makers. The apparently low level of demand for consumer hedging instruments, particularly from the most risk averse, is explained as a rational response to deadweight costs and the risk of countractual nonperformance. A numerical example is presented for maize in a developing county which suggests that some unsubsidised weather derivatives, currently being designed for and marketed to poor farmers, may in fact be poor products, in that objective financial advice would recommend low or zero purchase from all risk averse expected utility maximisers. |
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Sep 2011
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External
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Paper
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Rainfall index insurance is a theoretically attractive financial product that has achieved only limited adoption. This paper seeks to understand the structure of demand for rainfall index insurance in India. The authors develop two approaches to estimating households' valuation of rainfall insurance and evaluate them against an experiment in which fixed prices are randomly assigned. The first approach uses a simple structural model of index insurance demand that includes basis risk - the possibility that policy-holders may suffer a negative shock yet receive little or no payout. The authors use survey data from members of an insurance pilot in Gujarat, India to fit the model and estimate the willingness to pay (WTP) for rainfall insurance coverage. Relative to the choices observed at randomly assigned fixed prices, the structural model significantly overestimates demand. The second approach uses a Becker-Degroot-Marschak (BDM) methodology to empirically elicit WTP from potential insurance customers at the time of marketing. Researchers find that BDM does a better job of predicting fixed price purchasing behavior, but the distribution of stated willingness to pay has large mass points at focal points. Finally, directly comparing the two approaches and find the theoretical model has weak predictive power for WTP as elicited by BDM. The authors explore which household characteristics are correlated with WTP and determine that recent experiences with rainfall and insurance are important factors not captured in our static model, suggesting that learning dynamics may be a promising direction for future analyses. |
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Oct 2010
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External
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Paper
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Rainfall index insurance provides a payout based on measured local rainfall during key phases of the agricultural season, and in principle can help rural households diversify a key source of idiosyncratic risk. This paper describes basic features of rainfall insurance contracts offered in India since 2003, and documents stylized facts about market demand and the distribution of payouts. The authors summarize the results of previous research on this market, which provides evidence that price, liquidity constraints, and trust all present significant barriers to increased take-up. They also discuss potential future prospects for rainfall insurance and other index insurance products. |
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Mar 2010
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External
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Paper
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This report concludes that weather index-based insurance (or insurance which pays out when weather variables such as rainfall reach certain predetermined levels) is an effective, market-mediated solution to promote agricultural development and to help protect the poorest against weather hazards. At the same time, this type of ex-ante (or before the event) risk management approach can reduce the need for costly emergency operations. For example, rather than providing assistance after a drought when a farmer is unable feed her family or cover the cost of operating her farm, a payment from a weatherindex insurance policy can help this farmer meet urgent household needs without selling important productive assets – like land – or defaulting on loans used to buy seeds and fertilizer. As a result, this family is better able to recover productivity and does not need costly emergency assistance. |
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Dec 2009
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External
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Paper
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This set of briefs considers how to increase the tools available to poor households to manage agricultural and health risks. The focus is how to develop insurance markets, along with other financial instruments such as credit, savings, and social protection policies. The series does not document the proven impact of insurance markets for the welfare of poor people; rather, it brings together briefs written by businesspeople, policymakers, and researchers that document innovations, lessons learned, and areas of future work and action. |
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Jul 2006
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FAI
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Brief
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Development experts now recognize the intimate relationship between the lack of insurance and the persistence of poverty. But the challenges in reducing risk are great. Insurance markets are characterized by problems of high transactions costs, moral hazard, adverse selection, low education levels of clients, and weak enforcement mechanisms. This paper outlines lessons from economics and describes innovations in credit-life insurance, health insurance, and weather insurance. |