Distributional Impact Analysis of Past Climate Variability in Rural Indonesia
In rural Indonesia, around 60 percent of workers engage in agriculture and face regular climatic shocks that may threaten their crop production, household income, and human capital investments. Little is known about households ability to maintain consumption in response to these shocks. This paper uses both longitudinal and repeated cross-sectional data to examine the extent to which farm profits and household consumption are reduced by delayed monsoon onset, an important determinant of rice production in Indonesia. It also investigates whether poor households are more vulnerable to delayed onset. Overall, delayed onset has minor effects on rural households profit and consumption. For poor households, defined as those with average per capita consumption in the lowest quintile, delayed onset the previous year is associated with a 13 percent decline in per capita consumption. Most of this decline is due to an increase in household size, however, and delayed onset two years ago is positively correlated with consumption. The findings suggest that poor households experience greater volatility but no lasting reduction in consumption following delayed monsoon onset.
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dig-okr-1098642612024-08-08T16:19:09Z Distributional Impact Analysis of Past Climate Variability in Rural Indonesia Korkeala, Outi Newhouse, David Duarte, Mafalda AGRICULTURAL OUTPUT AGRICULTURAL PRODUCTIVITY AGRICULTURAL REVENUE AGRICULTURAL SECTOR AGRICULTURAL WAGES ARID TROPICS ASSET HOLDINGS AVERAGE PER CAPITA CONSUMPTION CAPITA EXPENDITURE CHILD LABOUR CLIMATE CHANGE CLIMATIC CHANGE COMMUNITY LEVEL CONSUMERS CONSUMPTION BEHAVIOR CONSUMPTION MEASURE CONSUMPTION QUINTILES CONSUMPTION SMOOTHING CREDIT MARKETS CROP PRODUCTION CROP YIELD DEVELOPMENT ECONOMICS DISTRICT-LEVEL DROUGHT DRY SEASON ECONOMIC PERSPECTIVES ECONOMIC SHOCKS FARM HOUSEHOLDS FARMERS FARMLAND FOOD AVAILABILITY FOOD ITEMS FOOD PRICES FOOD SECURITY HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD CONTROLS HOUSEHOLD EXPENDITURE HOUSEHOLD HEAD HOUSEHOLD INCOME HOUSEHOLD MEMBERS HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WELFARE HOUSEHOLD-LEVEL HUMAN CAPITAL INCOME DATA INCOME SHOCKS INCOME SMOOTHING INFORMAL INSURANCE INSURANCE MARKETS IRRIGATION PER CAPITA CONSUMPTION POOR POOR HOUSEHOLD POOR HOUSEHOLDS POOR PEOPLE POOR RURAL AREAS POOR RURAL HOUSEHOLDS POVERTY REDUCTION REAL PER CAPITA CONSUMPTION REDUCTION IN CONSUMPTION REGIONAL VARIATIONS RURAL RURAL AREAS RURAL CREDIT RURAL EMPLOYMENT RURAL FARM RURAL FARMERS RURAL HOUSEHOLD RURAL HOUSEHOLDS RURAL PRICES RURAL WAGES RURAL WORKERS SAVINGS SCHOOL ATTENDANCE SCHOOLING STANDARD DEVIATION STANDARD ERRORS STATISTICAL SIGNIFICANCE SWEET POTATO TOTAL CONSUMPTION TOTAL EXPENDITURE In rural Indonesia, around 60 percent of workers engage in agriculture and face regular climatic shocks that may threaten their crop production, household income, and human capital investments. Little is known about households ability to maintain consumption in response to these shocks. This paper uses both longitudinal and repeated cross-sectional data to examine the extent to which farm profits and household consumption are reduced by delayed monsoon onset, an important determinant of rice production in Indonesia. It also investigates whether poor households are more vulnerable to delayed onset. Overall, delayed onset has minor effects on rural households profit and consumption. For poor households, defined as those with average per capita consumption in the lowest quintile, delayed onset the previous year is associated with a 13 percent decline in per capita consumption. Most of this decline is due to an increase in household size, however, and delayed onset two years ago is positively correlated with consumption. The findings suggest that poor households experience greater volatility but no lasting reduction in consumption following delayed monsoon onset. 2012-03-19T19:12:49Z 2012-03-19T19:12:49Z 2009-10-01 http://www-wds.worldbank.org/external/default/main?menuPK=64187510&pagePK=64193027&piPK=64187937&theSitePK=523679&menuPK=64187510&searchMenuPK=64187283&siteName=WDS&entityID=000158349_20091007100749 https://hdl.handle.net/10986/4261 English Policy Research working paper ; no. WPS 5070 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank application/pdf text/plain |
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Banco Mundial |
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Estados Unidos |
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Bibliográfico |
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biblioteca |
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America del Norte |
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Biblioteca del Banco Mundial |
| language |
English |
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AGRICULTURAL OUTPUT AGRICULTURAL PRODUCTIVITY AGRICULTURAL REVENUE AGRICULTURAL SECTOR AGRICULTURAL WAGES ARID TROPICS ASSET HOLDINGS AVERAGE PER CAPITA CONSUMPTION CAPITA EXPENDITURE CHILD LABOUR CLIMATE CHANGE CLIMATIC CHANGE COMMUNITY LEVEL CONSUMERS CONSUMPTION BEHAVIOR CONSUMPTION MEASURE CONSUMPTION QUINTILES CONSUMPTION SMOOTHING CREDIT MARKETS CROP PRODUCTION CROP YIELD DEVELOPMENT ECONOMICS DISTRICT-LEVEL DROUGHT DRY SEASON ECONOMIC PERSPECTIVES ECONOMIC SHOCKS FARM HOUSEHOLDS FARMERS FARMLAND FOOD AVAILABILITY FOOD ITEMS FOOD PRICES FOOD SECURITY HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD CONTROLS HOUSEHOLD EXPENDITURE HOUSEHOLD HEAD HOUSEHOLD INCOME HOUSEHOLD MEMBERS HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WELFARE HOUSEHOLD-LEVEL HUMAN CAPITAL INCOME DATA INCOME SHOCKS INCOME SMOOTHING INFORMAL INSURANCE INSURANCE MARKETS IRRIGATION PER CAPITA CONSUMPTION POOR POOR HOUSEHOLD POOR HOUSEHOLDS POOR PEOPLE POOR RURAL AREAS POOR RURAL HOUSEHOLDS POVERTY REDUCTION REAL PER CAPITA CONSUMPTION REDUCTION IN CONSUMPTION REGIONAL VARIATIONS RURAL RURAL AREAS RURAL CREDIT RURAL EMPLOYMENT RURAL FARM RURAL FARMERS RURAL HOUSEHOLD RURAL HOUSEHOLDS RURAL PRICES RURAL WAGES RURAL WORKERS SAVINGS SCHOOL ATTENDANCE SCHOOLING STANDARD DEVIATION STANDARD ERRORS STATISTICAL SIGNIFICANCE SWEET POTATO TOTAL CONSUMPTION TOTAL EXPENDITURE AGRICULTURAL OUTPUT AGRICULTURAL PRODUCTIVITY AGRICULTURAL REVENUE AGRICULTURAL SECTOR AGRICULTURAL WAGES ARID TROPICS ASSET HOLDINGS AVERAGE PER CAPITA CONSUMPTION CAPITA EXPENDITURE CHILD LABOUR CLIMATE CHANGE CLIMATIC CHANGE COMMUNITY LEVEL CONSUMERS CONSUMPTION BEHAVIOR CONSUMPTION MEASURE CONSUMPTION QUINTILES CONSUMPTION SMOOTHING CREDIT MARKETS CROP PRODUCTION CROP YIELD DEVELOPMENT ECONOMICS DISTRICT-LEVEL DROUGHT DRY SEASON ECONOMIC PERSPECTIVES ECONOMIC SHOCKS FARM HOUSEHOLDS FARMERS FARMLAND FOOD AVAILABILITY FOOD ITEMS FOOD PRICES FOOD SECURITY HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD CONTROLS HOUSEHOLD EXPENDITURE HOUSEHOLD HEAD HOUSEHOLD INCOME HOUSEHOLD MEMBERS HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WELFARE HOUSEHOLD-LEVEL HUMAN CAPITAL INCOME DATA INCOME SHOCKS INCOME SMOOTHING INFORMAL INSURANCE INSURANCE MARKETS IRRIGATION PER CAPITA CONSUMPTION POOR POOR HOUSEHOLD POOR HOUSEHOLDS POOR PEOPLE POOR RURAL AREAS POOR RURAL HOUSEHOLDS POVERTY REDUCTION REAL PER CAPITA CONSUMPTION REDUCTION IN CONSUMPTION REGIONAL VARIATIONS RURAL RURAL AREAS RURAL CREDIT RURAL EMPLOYMENT RURAL FARM RURAL FARMERS RURAL HOUSEHOLD RURAL HOUSEHOLDS RURAL PRICES RURAL WAGES RURAL WORKERS SAVINGS SCHOOL ATTENDANCE SCHOOLING STANDARD DEVIATION STANDARD ERRORS STATISTICAL SIGNIFICANCE SWEET POTATO TOTAL CONSUMPTION TOTAL EXPENDITURE |
| spellingShingle |
AGRICULTURAL OUTPUT AGRICULTURAL PRODUCTIVITY AGRICULTURAL REVENUE AGRICULTURAL SECTOR AGRICULTURAL WAGES ARID TROPICS ASSET HOLDINGS AVERAGE PER CAPITA CONSUMPTION CAPITA EXPENDITURE CHILD LABOUR CLIMATE CHANGE CLIMATIC CHANGE COMMUNITY LEVEL CONSUMERS CONSUMPTION BEHAVIOR CONSUMPTION MEASURE CONSUMPTION QUINTILES CONSUMPTION SMOOTHING CREDIT MARKETS CROP PRODUCTION CROP YIELD DEVELOPMENT ECONOMICS DISTRICT-LEVEL DROUGHT DRY SEASON ECONOMIC PERSPECTIVES ECONOMIC SHOCKS FARM HOUSEHOLDS FARMERS FARMLAND FOOD AVAILABILITY FOOD ITEMS FOOD PRICES FOOD SECURITY HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD CONTROLS HOUSEHOLD EXPENDITURE HOUSEHOLD HEAD HOUSEHOLD INCOME HOUSEHOLD MEMBERS HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WELFARE HOUSEHOLD-LEVEL HUMAN CAPITAL INCOME DATA INCOME SHOCKS INCOME SMOOTHING INFORMAL INSURANCE INSURANCE MARKETS IRRIGATION PER CAPITA CONSUMPTION POOR POOR HOUSEHOLD POOR HOUSEHOLDS POOR PEOPLE POOR RURAL AREAS POOR RURAL HOUSEHOLDS POVERTY REDUCTION REAL PER CAPITA CONSUMPTION REDUCTION IN CONSUMPTION REGIONAL VARIATIONS RURAL RURAL AREAS RURAL CREDIT RURAL EMPLOYMENT RURAL FARM RURAL FARMERS RURAL HOUSEHOLD RURAL HOUSEHOLDS RURAL PRICES RURAL WAGES RURAL WORKERS SAVINGS SCHOOL ATTENDANCE SCHOOLING STANDARD DEVIATION STANDARD ERRORS STATISTICAL SIGNIFICANCE SWEET POTATO TOTAL CONSUMPTION TOTAL EXPENDITURE AGRICULTURAL OUTPUT AGRICULTURAL PRODUCTIVITY AGRICULTURAL REVENUE AGRICULTURAL SECTOR AGRICULTURAL WAGES ARID TROPICS ASSET HOLDINGS AVERAGE PER CAPITA CONSUMPTION CAPITA EXPENDITURE CHILD LABOUR CLIMATE CHANGE CLIMATIC CHANGE COMMUNITY LEVEL CONSUMERS CONSUMPTION BEHAVIOR CONSUMPTION MEASURE CONSUMPTION QUINTILES CONSUMPTION SMOOTHING CREDIT MARKETS CROP PRODUCTION CROP YIELD DEVELOPMENT ECONOMICS DISTRICT-LEVEL DROUGHT DRY SEASON ECONOMIC PERSPECTIVES ECONOMIC SHOCKS FARM HOUSEHOLDS FARMERS FARMLAND FOOD AVAILABILITY FOOD ITEMS FOOD PRICES FOOD SECURITY HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD CONTROLS HOUSEHOLD EXPENDITURE HOUSEHOLD HEAD HOUSEHOLD INCOME HOUSEHOLD MEMBERS HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WELFARE HOUSEHOLD-LEVEL HUMAN CAPITAL INCOME DATA INCOME SHOCKS INCOME SMOOTHING INFORMAL INSURANCE INSURANCE MARKETS IRRIGATION PER CAPITA CONSUMPTION POOR POOR HOUSEHOLD POOR HOUSEHOLDS POOR PEOPLE POOR RURAL AREAS POOR RURAL HOUSEHOLDS POVERTY REDUCTION REAL PER CAPITA CONSUMPTION REDUCTION IN CONSUMPTION REGIONAL VARIATIONS RURAL RURAL AREAS RURAL CREDIT RURAL EMPLOYMENT RURAL FARM RURAL FARMERS RURAL HOUSEHOLD RURAL HOUSEHOLDS RURAL PRICES RURAL WAGES RURAL WORKERS SAVINGS SCHOOL ATTENDANCE SCHOOLING STANDARD DEVIATION STANDARD ERRORS STATISTICAL SIGNIFICANCE SWEET POTATO TOTAL CONSUMPTION TOTAL EXPENDITURE Korkeala, Outi Newhouse, David Duarte, Mafalda Distributional Impact Analysis of Past Climate Variability in Rural Indonesia |
| description |
In rural Indonesia, around 60 percent of
workers engage in agriculture and face regular climatic
shocks that may threaten their crop production, household
income, and human capital investments. Little is known about
households ability to maintain consumption in response to
these shocks. This paper uses both longitudinal and repeated
cross-sectional data to examine the extent to which farm
profits and household consumption are reduced by delayed
monsoon onset, an important determinant of rice production
in Indonesia. It also investigates whether poor households
are more vulnerable to delayed onset. Overall, delayed onset
has minor effects on rural households profit and
consumption. For poor households, defined as those with
average per capita consumption in the lowest quintile,
delayed onset the previous year is associated with a 13
percent decline in per capita consumption. Most of this
decline is due to an increase in household size, however,
and delayed onset two years ago is positively correlated
with consumption. The findings suggest that poor households
experience greater volatility but no lasting reduction in
consumption following delayed monsoon onset. |
| topic_facet |
AGRICULTURAL OUTPUT AGRICULTURAL PRODUCTIVITY AGRICULTURAL REVENUE AGRICULTURAL SECTOR AGRICULTURAL WAGES ARID TROPICS ASSET HOLDINGS AVERAGE PER CAPITA CONSUMPTION CAPITA EXPENDITURE CHILD LABOUR CLIMATE CHANGE CLIMATIC CHANGE COMMUNITY LEVEL CONSUMERS CONSUMPTION BEHAVIOR CONSUMPTION MEASURE CONSUMPTION QUINTILES CONSUMPTION SMOOTHING CREDIT MARKETS CROP PRODUCTION CROP YIELD DEVELOPMENT ECONOMICS DISTRICT-LEVEL DROUGHT DRY SEASON ECONOMIC PERSPECTIVES ECONOMIC SHOCKS FARM HOUSEHOLDS FARMERS FARMLAND FOOD AVAILABILITY FOOD ITEMS FOOD PRICES FOOD SECURITY HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD CONTROLS HOUSEHOLD EXPENDITURE HOUSEHOLD HEAD HOUSEHOLD INCOME HOUSEHOLD MEMBERS HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WELFARE HOUSEHOLD-LEVEL HUMAN CAPITAL INCOME DATA INCOME SHOCKS INCOME SMOOTHING INFORMAL INSURANCE INSURANCE MARKETS IRRIGATION PER CAPITA CONSUMPTION POOR POOR HOUSEHOLD POOR HOUSEHOLDS POOR PEOPLE POOR RURAL AREAS POOR RURAL HOUSEHOLDS POVERTY REDUCTION REAL PER CAPITA CONSUMPTION REDUCTION IN CONSUMPTION REGIONAL VARIATIONS RURAL RURAL AREAS RURAL CREDIT RURAL EMPLOYMENT RURAL FARM RURAL FARMERS RURAL HOUSEHOLD RURAL HOUSEHOLDS RURAL PRICES RURAL WAGES RURAL WORKERS SAVINGS SCHOOL ATTENDANCE SCHOOLING STANDARD DEVIATION STANDARD ERRORS STATISTICAL SIGNIFICANCE SWEET POTATO TOTAL CONSUMPTION TOTAL EXPENDITURE |
| author |
Korkeala, Outi Newhouse, David Duarte, Mafalda |
| author_facet |
Korkeala, Outi Newhouse, David Duarte, Mafalda |
| author_sort |
Korkeala, Outi |
| title |
Distributional Impact Analysis of Past Climate Variability in Rural Indonesia |
| title_short |
Distributional Impact Analysis of Past Climate Variability in Rural Indonesia |
| title_full |
Distributional Impact Analysis of Past Climate Variability in Rural Indonesia |
| title_fullStr |
Distributional Impact Analysis of Past Climate Variability in Rural Indonesia |
| title_full_unstemmed |
Distributional Impact Analysis of Past Climate Variability in Rural Indonesia |
| title_sort |
distributional impact analysis of past climate variability in rural indonesia |
| publishDate |
2009-10-01 |
| url |
http://www-wds.worldbank.org/external/default/main?menuPK=64187510&pagePK=64193027&piPK=64187937&theSitePK=523679&menuPK=64187510&searchMenuPK=64187283&siteName=WDS&entityID=000158349_20091007100749 https://hdl.handle.net/10986/4261 |
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| _version_ |
1807154206768889856 |