Identifying the Vulnerable to Poverty from Natural Disasters : The Case of Typhoons in the Philippines
This paper builds on the existing literature assessing retrospectively the quantitative effects of natural disasters on different dimensions of household welfare, to make progress toward the ex ante identification of households that are vulnerable...
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World Bank, Washington, DC
2019
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Online Access: | http://documents.worldbank.org/curated/en/114891558365425730/Identifying-the-Vulnerable-to-Poverty-from-Natural-Disasters-The-Case-of-Typhoons-in-the-Philippines http://hdl.handle.net/10986/31735 |
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okr-10986-317352022-09-20T00:14:52Z Identifying the Vulnerable to Poverty from Natural Disasters : The Case of Typhoons in the Philippines Skoufias, Emmanuel Kawasoe, Yasuhiro Strobl, Eric Acosta, Pablo POVERTY VULNERABILITY NATURAL DISASTER TARGETING TYPHOONS This paper builds on the existing literature assessing retrospectively the quantitative effects of natural disasters on different dimensions of household welfare, to make progress toward the ex ante identification of households that are vulnerable to poverty due to natural disasters, especially typhoons. A wind field model for the Philippines is employed to estimate local wind speeds at any locality where a tropical typhoon directly passes over or nearby. The estimated wind speeds are merged with the household Family Income and Expenditure Surveys at the barangay level, and consumption expenditures are then regressed against wind speed (or a related damage index) and household socioeconomic characteristics. The estimated coefficients from the regression model are then used to estimate ex ante household vulnerability to poverty (the likelihood that household consumption falls below the poverty line) in the event of future natural disasters of different intensities. 2019-05-21T17:07:55Z 2019-05-21T17:07:55Z 2019-05 Working Paper http://documents.worldbank.org/curated/en/114891558365425730/Identifying-the-Vulnerable-to-Poverty-from-Natural-Disasters-The-Case-of-Typhoons-in-the-Philippines http://hdl.handle.net/10986/31735 English Policy Research Working Paper;No. 8857 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo World Bank World Bank, Washington, DC Publications & Research Publications & Research :: Policy Research Working Paper East Asia and Pacific Philippines |
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institution |
Digital Repositories |
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English |
topic |
POVERTY VULNERABILITY NATURAL DISASTER TARGETING TYPHOONS |
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POVERTY VULNERABILITY NATURAL DISASTER TARGETING TYPHOONS Skoufias, Emmanuel Kawasoe, Yasuhiro Strobl, Eric Acosta, Pablo Identifying the Vulnerable to Poverty from Natural Disasters : The Case of Typhoons in the Philippines |
geographic_facet |
East Asia and Pacific Philippines |
relation |
Policy Research Working Paper;No. 8857 |
description |
This paper builds on the existing
literature assessing retrospectively the quantitative
effects of natural disasters on different dimensions of
household welfare, to make progress toward the ex ante
identification of households that are vulnerable to poverty
due to natural disasters, especially typhoons. A wind field
model for the Philippines is employed to estimate local wind
speeds at any locality where a tropical typhoon directly
passes over or nearby. The estimated wind speeds are merged
with the household Family Income and Expenditure Surveys at
the barangay level, and consumption expenditures are then
regressed against wind speed (or a related damage index) and
household socioeconomic characteristics. The estimated
coefficients from the regression model are then used to
estimate ex ante household vulnerability to poverty (the
likelihood that household consumption falls below the
poverty line) in the event of future natural disasters of
different intensities. |
format |
Working Paper |
author |
Skoufias, Emmanuel Kawasoe, Yasuhiro Strobl, Eric Acosta, Pablo |
author_facet |
Skoufias, Emmanuel Kawasoe, Yasuhiro Strobl, Eric Acosta, Pablo |
author_sort |
Skoufias, Emmanuel |
title |
Identifying the Vulnerable to Poverty from Natural Disasters : The Case of Typhoons in the Philippines |
title_short |
Identifying the Vulnerable to Poverty from Natural Disasters : The Case of Typhoons in the Philippines |
title_full |
Identifying the Vulnerable to Poverty from Natural Disasters : The Case of Typhoons in the Philippines |
title_fullStr |
Identifying the Vulnerable to Poverty from Natural Disasters : The Case of Typhoons in the Philippines |
title_full_unstemmed |
Identifying the Vulnerable to Poverty from Natural Disasters : The Case of Typhoons in the Philippines |
title_sort |
identifying the vulnerable to poverty from natural disasters : the case of typhoons in the philippines |
publisher |
World Bank, Washington, DC |
publishDate |
2019 |
url |
http://documents.worldbank.org/curated/en/114891558365425730/Identifying-the-Vulnerable-to-Poverty-from-Natural-Disasters-The-Case-of-Typhoons-in-the-Philippines http://hdl.handle.net/10986/31735 |
_version_ |
1764474966514860032 |