Poverty in Mozambique : New Evidence from Recent Household Surveys
This paper has three primary objectives: (i) to investigate potential problems regarding Mozambique's most recent nationally representative household survey on poverty dynamics; (ii) to assess the robustness and reliability of official poverty...
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| Format: | Policy Research Working Paper |
| Language: | English en_US |
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World Bank, Washington, DC
2013
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| Online Access: | http://documents.worldbank.org/curated/en/2012/10/16793468/poverty-mozambique-new-evidence-recent-household-poverty-mozambique-new-evidence-recent-household http://hdl.handle.net/10986/12050 |
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okr-10986-12050 |
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| recordtype |
oai_dc |
| repository_type |
Digital Repository |
| institution_category |
Foreign Institution |
| institution |
Digital Repositories |
| building |
World Bank Open Knowledge Repository |
| collection |
World Bank |
| language |
English en_US |
| topic |
ACCESS TO SERVICES AGRICULTURAL COMMODITIES AGRICULTURAL PRODUCTIVITY AGRICULTURE BANANAS BREAD CALORIC INTAKE CALORIC REQUIREMENT CALORIE INTAKE CASSAVA CENTRAL REGION CENTRAL REGIONS CEREALS CHANGES IN POVERTY CHESTNUTS CONSUMER BASKETS CONSUMER PRICE INDEX CONSUMPTION BASKET CONSUMPTION BEHAVIOR CONSUMPTION DISTRIBUTION CONSUMPTION EXPENDITURE CONSUMPTION EXPENDITURES CONSUMPTION EXPENDITURES PER CAPITA CONSUMPTION LEVEL CONSUMPTION PATTERNS CONSUMPTION PER CAPITA CONSUMPTION POVERTY CORN DAIRY DEVELOPING COUNTRIES DEVELOPMENT ECONOMICS DEVELOPMENT ISSUES DIETARY DIVERSITY ECONOMIC DEVELOPMENT ECONOMIC GROWTH ESTIMATES OF POVERTY EXPENDITURE DATA FARMERS FOOD BASKET FOOD BASKETS FOOD BUNDLE FOOD BUNDLES FOOD COMPONENTS FOOD CONSUMPTION FOOD CONSUMPTION DATA FOOD CONSUMPTION EXPENDITURES FOOD EXPENDITURES FOOD ITEMS FOOD POLICY FOOD POLICY RESEARCH FOOD POVERTY FOOD POVERTY LINE FOOD SHARE FOODS GA GROUNDNUTS HOUSEHOLD BUDGET HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD EXPENDITURES HOUSEHOLD HEAD HOUSEHOLD HEAD AGE HOUSEHOLD LEVEL HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD SURVEYS HOUSING INCOME INCOME DISTRIBUTION INCOME GROWTH INCOME LEVELS INCOME RISES INEQUALITY INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE LIVING STANDARDS LIVING STANDARDS MEASUREMENT MAIZE MALNUTRITION MEAT NATIONAL POVERTY NATIONAL POVERTY LINE NATIONAL POVERTY RATE NON-FOOD COMPONENT NON-FOOD COMPONENTS NON-FOOD CONSUMPTION NON-FOOD ITEMS NON-POOR HOUSEHOLDS NONFOOD ITEMS OFFICIAL POVERTY OFFICIAL POVERTY RATE PEANUTS PER CAPITA CONSUMPTION POLICY ANALYSIS POLICY RESEARCH POOR POOR HOUSEHOLDS POTATOES POVERTY ACROSS PROVINCES POVERTY ASSESSMENT POVERTY ASSESSMENTS POVERTY DYNAMICS POVERTY ESTIMATES POVERTY HEADCOUNT RATES POVERTY INCIDENCE POVERTY INDICATORS POVERTY LEVELS POVERTY LINE POVERTY LINES POVERTY MEASUREMENT POVERTY PROFILE POVERTY RANKINGS POVERTY RATE POVERTY RATES POVERTY REDUCTION POVERTY STATUS PRICE CHANGES PRICE VECTOR PROTEIN RANK CORRELATION REDUCTION IN POVERTY REGIONAL DIFFERENTIALS REGIONAL DISTRIBUTION REGIONAL ECONOMIC GROWTH REGIONAL LEVEL REGIONAL PATTERN REGIONAL POVERTY REGIONAL POVERTY LINES REGIONAL PRICE REGIONAL PRICE DIFFERENCES REGIONAL PRODUCTIVITY REGIONAL VARIATION RELATIVE PRICES RURAL RURAL AREA RURAL AREAS RURAL COUNTERPARTS RURAL POPULATION RURAL POVERTY RURAL POVERTY RATES SANITATION SCALAR ADJUSTMENT SHEEP SINGLE POVERTY SINGLE POVERTY LINE SPATIAL CORRELATION SPATIAL DISPARITY SPATIAL DISTRIBUTION SPATIAL VARIATION STOCHASTIC DOMINANCE TOMATOES UNEMPLOYMENT URBAN AREA URBAN AREAS URBAN HOUSEHOLDS UTILITY LEVEL WELFARE DISTRIBUTION WELFARE IMPROVEMENTS WELFARE INDICATORS WELFARE LEVELS |
| spellingShingle |
ACCESS TO SERVICES AGRICULTURAL COMMODITIES AGRICULTURAL PRODUCTIVITY AGRICULTURE BANANAS BREAD CALORIC INTAKE CALORIC REQUIREMENT CALORIE INTAKE CASSAVA CENTRAL REGION CENTRAL REGIONS CEREALS CHANGES IN POVERTY CHESTNUTS CONSUMER BASKETS CONSUMER PRICE INDEX CONSUMPTION BASKET CONSUMPTION BEHAVIOR CONSUMPTION DISTRIBUTION CONSUMPTION EXPENDITURE CONSUMPTION EXPENDITURES CONSUMPTION EXPENDITURES PER CAPITA CONSUMPTION LEVEL CONSUMPTION PATTERNS CONSUMPTION PER CAPITA CONSUMPTION POVERTY CORN DAIRY DEVELOPING COUNTRIES DEVELOPMENT ECONOMICS DEVELOPMENT ISSUES DIETARY DIVERSITY ECONOMIC DEVELOPMENT ECONOMIC GROWTH ESTIMATES OF POVERTY EXPENDITURE DATA FARMERS FOOD BASKET FOOD BASKETS FOOD BUNDLE FOOD BUNDLES FOOD COMPONENTS FOOD CONSUMPTION FOOD CONSUMPTION DATA FOOD CONSUMPTION EXPENDITURES FOOD EXPENDITURES FOOD ITEMS FOOD POLICY FOOD POLICY RESEARCH FOOD POVERTY FOOD POVERTY LINE FOOD SHARE FOODS GA GROUNDNUTS HOUSEHOLD BUDGET HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD EXPENDITURES HOUSEHOLD HEAD HOUSEHOLD HEAD AGE HOUSEHOLD LEVEL HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD SURVEYS HOUSING INCOME INCOME DISTRIBUTION INCOME GROWTH INCOME LEVELS INCOME RISES INEQUALITY INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE LIVING STANDARDS LIVING STANDARDS MEASUREMENT MAIZE MALNUTRITION MEAT NATIONAL POVERTY NATIONAL POVERTY LINE NATIONAL POVERTY RATE NON-FOOD COMPONENT NON-FOOD COMPONENTS NON-FOOD CONSUMPTION NON-FOOD ITEMS NON-POOR HOUSEHOLDS NONFOOD ITEMS OFFICIAL POVERTY OFFICIAL POVERTY RATE PEANUTS PER CAPITA CONSUMPTION POLICY ANALYSIS POLICY RESEARCH POOR POOR HOUSEHOLDS POTATOES POVERTY ACROSS PROVINCES POVERTY ASSESSMENT POVERTY ASSESSMENTS POVERTY DYNAMICS POVERTY ESTIMATES POVERTY HEADCOUNT RATES POVERTY INCIDENCE POVERTY INDICATORS POVERTY LEVELS POVERTY LINE POVERTY LINES POVERTY MEASUREMENT POVERTY PROFILE POVERTY RANKINGS POVERTY RATE POVERTY RATES POVERTY REDUCTION POVERTY STATUS PRICE CHANGES PRICE VECTOR PROTEIN RANK CORRELATION REDUCTION IN POVERTY REGIONAL DIFFERENTIALS REGIONAL DISTRIBUTION REGIONAL ECONOMIC GROWTH REGIONAL LEVEL REGIONAL PATTERN REGIONAL POVERTY REGIONAL POVERTY LINES REGIONAL PRICE REGIONAL PRICE DIFFERENCES REGIONAL PRODUCTIVITY REGIONAL VARIATION RELATIVE PRICES RURAL RURAL AREA RURAL AREAS RURAL COUNTERPARTS RURAL POPULATION RURAL POVERTY RURAL POVERTY RATES SANITATION SCALAR ADJUSTMENT SHEEP SINGLE POVERTY SINGLE POVERTY LINE SPATIAL CORRELATION SPATIAL DISPARITY SPATIAL DISTRIBUTION SPATIAL VARIATION STOCHASTIC DOMINANCE TOMATOES UNEMPLOYMENT URBAN AREA URBAN AREAS URBAN HOUSEHOLDS UTILITY LEVEL WELFARE DISTRIBUTION WELFARE IMPROVEMENTS WELFARE INDICATORS WELFARE LEVELS Alfani, Federica Azzarri, Carlo d'Errico, Marco Molini, Vasco Poverty in Mozambique : New Evidence from Recent Household Surveys |
| geographic_facet |
Africa Mozambique |
| relation |
Policy Research Working Paper; No. 6217 |
| description |
This paper has three primary objectives:
(i) to investigate potential problems regarding
Mozambique's most recent nationally representative
household survey on poverty dynamics; (ii) to assess the
robustness and reliability of official poverty statistics;
and (iii) to provide alternative estimates of poverty and
welfare indicators in light of the methodological and
analytical issues raised in areas (i) and (ii). It is
determined that at least two significant weaknesses affect
the official poverty-rate estimates: measurement errors in
consumption data and flaws in the methodology used to
calculate poverty lines (the cost-of-basic-needs approach
based on provincial food bundles with entropy correction). A
number of observations appear to be affected by substantial
measurement errors, which severely distort the official
poverty statistics. The paper provides methods to correct
the consumption distribution by recalculating poverty lines
based on a single national food basket -- as opposed to the
current estimates, which are based on province-specific food
baskets. The revised poverty statistics differ considerably
from the official estimates of poverty across provinces and
are far more consistent with other poverty indicators. In
addition, poverty appears to be highly concentrated in
certain areas, with dramatically higher rates found in
Central and Northern Mozambique, as well as in rural areas
overall, compared with relatively low rates in Southern
Mozambique and in the country's urban centers. These
findings substantially contradict the government's
official poverty figures, which appear to systematically
overestimate poverty rates in Mozambique's Southern
provinces and urban areas while simultaneously
underestimating the prevalence of poverty in the
country's Central and Northern regions and in rural
areas nationwide. |
| format |
Publications & Research :: Policy Research Working Paper |
| author |
Alfani, Federica Azzarri, Carlo d'Errico, Marco Molini, Vasco |
| author_facet |
Alfani, Federica Azzarri, Carlo d'Errico, Marco Molini, Vasco |
| author_sort |
Alfani, Federica |
| title |
Poverty in Mozambique : New Evidence from Recent Household Surveys |
| title_short |
Poverty in Mozambique : New Evidence from Recent Household Surveys |
| title_full |
Poverty in Mozambique : New Evidence from Recent Household Surveys |
| title_fullStr |
Poverty in Mozambique : New Evidence from Recent Household Surveys |
| title_full_unstemmed |
Poverty in Mozambique : New Evidence from Recent Household Surveys |
| title_sort |
poverty in mozambique : new evidence from recent household surveys |
| publisher |
World Bank, Washington, DC |
| publishDate |
2013 |
| url |
http://documents.worldbank.org/curated/en/2012/10/16793468/poverty-mozambique-new-evidence-recent-household-poverty-mozambique-new-evidence-recent-household http://hdl.handle.net/10986/12050 |
| _version_ |
1764418864983048192 |
| spelling |
okr-10986-120502021-04-23T14:02:59Z Poverty in Mozambique : New Evidence from Recent Household Surveys Alfani, Federica Azzarri, Carlo d'Errico, Marco Molini, Vasco ACCESS TO SERVICES AGRICULTURAL COMMODITIES AGRICULTURAL PRODUCTIVITY AGRICULTURE BANANAS BREAD CALORIC INTAKE CALORIC REQUIREMENT CALORIE INTAKE CASSAVA CENTRAL REGION CENTRAL REGIONS CEREALS CHANGES IN POVERTY CHESTNUTS CONSUMER BASKETS CONSUMER PRICE INDEX CONSUMPTION BASKET CONSUMPTION BEHAVIOR CONSUMPTION DISTRIBUTION CONSUMPTION EXPENDITURE CONSUMPTION EXPENDITURES CONSUMPTION EXPENDITURES PER CAPITA CONSUMPTION LEVEL CONSUMPTION PATTERNS CONSUMPTION PER CAPITA CONSUMPTION POVERTY CORN DAIRY DEVELOPING COUNTRIES DEVELOPMENT ECONOMICS DEVELOPMENT ISSUES DIETARY DIVERSITY ECONOMIC DEVELOPMENT ECONOMIC GROWTH ESTIMATES OF POVERTY EXPENDITURE DATA FARMERS FOOD BASKET FOOD BASKETS FOOD BUNDLE FOOD BUNDLES FOOD COMPONENTS FOOD CONSUMPTION FOOD CONSUMPTION DATA FOOD CONSUMPTION EXPENDITURES FOOD EXPENDITURES FOOD ITEMS FOOD POLICY FOOD POLICY RESEARCH FOOD POVERTY FOOD POVERTY LINE FOOD SHARE FOODS GA GROUNDNUTS HOUSEHOLD BUDGET HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD EXPENDITURES HOUSEHOLD HEAD HOUSEHOLD HEAD AGE HOUSEHOLD LEVEL HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD SURVEYS HOUSING INCOME INCOME DISTRIBUTION INCOME GROWTH INCOME LEVELS INCOME RISES INEQUALITY INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE LIVING STANDARDS LIVING STANDARDS MEASUREMENT MAIZE MALNUTRITION MEAT NATIONAL POVERTY NATIONAL POVERTY LINE NATIONAL POVERTY RATE NON-FOOD COMPONENT NON-FOOD COMPONENTS NON-FOOD CONSUMPTION NON-FOOD ITEMS NON-POOR HOUSEHOLDS NONFOOD ITEMS OFFICIAL POVERTY OFFICIAL POVERTY RATE PEANUTS PER CAPITA CONSUMPTION POLICY ANALYSIS POLICY RESEARCH POOR POOR HOUSEHOLDS POTATOES POVERTY ACROSS PROVINCES POVERTY ASSESSMENT POVERTY ASSESSMENTS POVERTY DYNAMICS POVERTY ESTIMATES POVERTY HEADCOUNT RATES POVERTY INCIDENCE POVERTY INDICATORS POVERTY LEVELS POVERTY LINE POVERTY LINES POVERTY MEASUREMENT POVERTY PROFILE POVERTY RANKINGS POVERTY RATE POVERTY RATES POVERTY REDUCTION POVERTY STATUS PRICE CHANGES PRICE VECTOR PROTEIN RANK CORRELATION REDUCTION IN POVERTY REGIONAL DIFFERENTIALS REGIONAL DISTRIBUTION REGIONAL ECONOMIC GROWTH REGIONAL LEVEL REGIONAL PATTERN REGIONAL POVERTY REGIONAL POVERTY LINES REGIONAL PRICE REGIONAL PRICE DIFFERENCES REGIONAL PRODUCTIVITY REGIONAL VARIATION RELATIVE PRICES RURAL RURAL AREA RURAL AREAS RURAL COUNTERPARTS RURAL POPULATION RURAL POVERTY RURAL POVERTY RATES SANITATION SCALAR ADJUSTMENT SHEEP SINGLE POVERTY SINGLE POVERTY LINE SPATIAL CORRELATION SPATIAL DISPARITY SPATIAL DISTRIBUTION SPATIAL VARIATION STOCHASTIC DOMINANCE TOMATOES UNEMPLOYMENT URBAN AREA URBAN AREAS URBAN HOUSEHOLDS UTILITY LEVEL WELFARE DISTRIBUTION WELFARE IMPROVEMENTS WELFARE INDICATORS WELFARE LEVELS This paper has three primary objectives: (i) to investigate potential problems regarding Mozambique's most recent nationally representative household survey on poverty dynamics; (ii) to assess the robustness and reliability of official poverty statistics; and (iii) to provide alternative estimates of poverty and welfare indicators in light of the methodological and analytical issues raised in areas (i) and (ii). It is determined that at least two significant weaknesses affect the official poverty-rate estimates: measurement errors in consumption data and flaws in the methodology used to calculate poverty lines (the cost-of-basic-needs approach based on provincial food bundles with entropy correction). A number of observations appear to be affected by substantial measurement errors, which severely distort the official poverty statistics. The paper provides methods to correct the consumption distribution by recalculating poverty lines based on a single national food basket -- as opposed to the current estimates, which are based on province-specific food baskets. The revised poverty statistics differ considerably from the official estimates of poverty across provinces and are far more consistent with other poverty indicators. In addition, poverty appears to be highly concentrated in certain areas, with dramatically higher rates found in Central and Northern Mozambique, as well as in rural areas overall, compared with relatively low rates in Southern Mozambique and in the country's urban centers. These findings substantially contradict the government's official poverty figures, which appear to systematically overestimate poverty rates in Mozambique's Southern provinces and urban areas while simultaneously underestimating the prevalence of poverty in the country's Central and Northern regions and in rural areas nationwide. 2013-01-02T21:13:43Z 2013-01-02T21:13:43Z 2012-10 http://documents.worldbank.org/curated/en/2012/10/16793468/poverty-mozambique-new-evidence-recent-household-poverty-mozambique-new-evidence-recent-household http://hdl.handle.net/10986/12050 English en_US Policy Research Working Paper; No. 6217 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank World Bank, Washington, DC Publications & Research :: Policy Research Working Paper Publications & Research Africa Mozambique |