The Development of vulnerability functions relating household poverty outcomes to crop failures in Ethiopia with the prospect of developing a probabilistic catastrophe risk model

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<title>Development of vulnerability functions relating household poverty outcomes to crop failures in Ethiopia with the prospect of developing a probabilistic catastrophe risk model</title>
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<namePart>White, Emily</namePart>
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<abstract displayLabel="Summary">We analyse the potential to combine catastrophe (CAT) risk modelling with economic analysis of vulnerability to poverty using the example of drought hazard impacts on the welfare of rural households in Ethiopia. The aim is to determine the potential for applying a derived set of damage (vulnerability) functions based on realised shocks and household expenditure/consumption outcomes, onto a forward-looking view of drought risk. We outline the CAT risk modelling framework and the role of the vulnerability module. We present results of a regression model estimating ex post drought impacts on consumption for heterogeneous household types. We assess the generalisability of the derived functions to infer applicability to a CAT risk modelling framework. We stress test the model using statistical models of resampling to establish external validity: whether the relationships established in the data set can be used beyond the context in which they were derived. We conclude with caution that a full CAT risk model could be applied.</abstract>
<note type="statement of responsibility">Catherine Porter, Emily White</note>
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<topic>Catástrofes</topic>
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<topic>Vulnerabilidad</topic>
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<topic>Modelos de análisis</topic>
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<subject xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="MAPA20080629755">
<topic>Seguro de riesgos extraordinarios</topic>
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<subject xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="MAPA20080591182">
<topic>Gerencia de riesgos</topic>
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<subject authority="lcshac" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="MAPA20170016984">
<geographic>Etiopia</geographic>
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<subject authority="lcshac" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="MAPA20090034464">
<geographic>África</geographic>
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<title>Geneva papers on risk and insurance : issues and practice</title>
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<publisher>Geneva : The Geneva Association, 1976-</publisher>
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<identifier type="issn">1018-5895</identifier>
<identifier type="local">MAP20077100215</identifier>
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<text>02/10/2017 Volumen 42 Número 4 - octubre 2017 , p. 657-674</text>
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