Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data: Methods and Illustration with Reference to a Middle-Income Country
Obtaining consistent estimates on poverty over time as well as monitoring poverty trends on a timely basis is a priority concern for policy makers. However, these objectives are not readily achieved in practice when household consumption data are neither frequently collected, nor constructed using c...
Gespeichert in:
| Hauptverfasser: | , , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Washington, D.C
The World Bank
2014
|
| Online-Zugang: | URL des Erstveröffentlichers |
| Zusammenfassung: | Obtaining consistent estimates on poverty over time as well as monitoring poverty trends on a timely basis is a priority concern for policy makers. However, these objectives are not readily achieved in practice when household consumption data are neither frequently collected, nor constructed using consistent and transparent criteria. This paper develops a formal framework for survey-to-survey poverty imputation in an attempt to overcome these obstacles, and to elevate the discussion of these methods beyond the largely ad-hoc efforts in the existing literature. The framework introduced here imposes few restrictive assumptions, works with simple variance formulas, provides guidance on the selection of control variables for model building, and can be generally applied to imputation either from one survey to another survey with the same design, or to another survey with a different design. Empirical results analyzing the Household Expenditure and Income Survey and the Unemployment and Employment Survey in Jordan are quite encouraging, with imputation-based poverty estimates closely tracking the direct estimates of poverty |
| Beschreibung: | 1 Online-Ressource (56 Seiten) |
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| 520 | 3 | |a Obtaining consistent estimates on poverty over time as well as monitoring poverty trends on a timely basis is a priority concern for policy makers. However, these objectives are not readily achieved in practice when household consumption data are neither frequently collected, nor constructed using consistent and transparent criteria. This paper develops a formal framework for survey-to-survey poverty imputation in an attempt to overcome these obstacles, and to elevate the discussion of these methods beyond the largely ad-hoc efforts in the existing literature. The framework introduced here imposes few restrictive assumptions, works with simple variance formulas, provides guidance on the selection of control variables for model building, and can be generally applied to imputation either from one survey to another survey with the same design, or to another survey with a different design. Empirical results analyzing the Household Expenditure and Income Survey and the Unemployment and Employment Survey in Jordan are quite encouraging, with imputation-based poverty estimates closely tracking the direct estimates of poverty | |
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| author | Dang, Hai-Anh Lanjouw, Peter Serajuddin, Umar |
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| spelling | Dang, Hai-Anh Verfasser (DE-588)1169152937 aut Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data Methods and Illustration with Reference to a Middle-Income Country Dang, Hai-Anh H Washington, D.C The World Bank 2014 1 Online-Ressource (56 Seiten) txt rdacontent c rdamedia cr rdacarrier Obtaining consistent estimates on poverty over time as well as monitoring poverty trends on a timely basis is a priority concern for policy makers. However, these objectives are not readily achieved in practice when household consumption data are neither frequently collected, nor constructed using consistent and transparent criteria. This paper develops a formal framework for survey-to-survey poverty imputation in an attempt to overcome these obstacles, and to elevate the discussion of these methods beyond the largely ad-hoc efforts in the existing literature. The framework introduced here imposes few restrictive assumptions, works with simple variance formulas, provides guidance on the selection of control variables for model building, and can be generally applied to imputation either from one survey to another survey with the same design, or to another survey with a different design. Empirical results analyzing the Household Expenditure and Income Survey and the Unemployment and Employment Survey in Jordan are quite encouraging, with imputation-based poverty estimates closely tracking the direct estimates of poverty 2014 |2014|||||||||| Lanjouw, Peter Verfasser (DE-588)170887928 aut Serajuddin, Umar Verfasser (DE-588)1170708692 aut Dang, Hai-Anh H Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data http://elibrary.worldbank.org/content/workingpaper/10.1596/1813-9450-7043 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Dang, Hai-Anh Lanjouw, Peter Serajuddin, Umar Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data Methods and Illustration with Reference to a Middle-Income Country |
| title | Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data Methods and Illustration with Reference to a Middle-Income Country |
| title_auth | Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data Methods and Illustration with Reference to a Middle-Income Country |
| title_exact_search | Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data Methods and Illustration with Reference to a Middle-Income Country |
| title_exact_search_txtP | Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data Methods and Illustration with Reference to a Middle-Income Country |
| title_full | Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data Methods and Illustration with Reference to a Middle-Income Country Dang, Hai-Anh H |
| title_fullStr | Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data Methods and Illustration with Reference to a Middle-Income Country Dang, Hai-Anh H |
| title_full_unstemmed | Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data Methods and Illustration with Reference to a Middle-Income Country Dang, Hai-Anh H |
| title_short | Updating Poverty Estimates at Frequent Intervals in the Absence of Consumption Data |
| title_sort | updating poverty estimates at frequent intervals in the absence of consumption data methods and illustration with reference to a middle income country |
| title_sub | Methods and Illustration with Reference to a Middle-Income Country |
| url | http://elibrary.worldbank.org/content/workingpaper/10.1596/1813-9450-7043 |
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