Measuring Poverty Rapidly Using Within-Survey Imputations
Poverty is an indicator of paramount importance for gauging the socioeconomic well-being of a population. Especially during or after a shock, poverty estimates are invaluable for assessing the severity of the impact and for identifying which parts...
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World Bank, Washington, DC
2021
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| Online Access: | http://documents.worldbank.org/curated/en/900741611846381624/Measuring-Poverty-Rapidly-Using-Within-Survey-Imputations http://hdl.handle.net/10986/35103 |
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okr-10986-351032022-09-20T00:10:33Z Measuring Poverty Rapidly Using Within-Survey Imputations Pape, Utz Johann Pape, Utz POVERTY POVERTY MEASUREMENT HOUSEHOLD SURVEY CONSUMPTION INEQUALITY SURVEY METHODOLOGY Poverty is an indicator of paramount importance for gauging the socioeconomic well-being of a population. Especially during or after a shock, poverty estimates are invaluable for assessing the severity of the impact and for identifying which parts of the population were most affected. The measurement of consumption-based monetary poverty, however, has traditionally been very time consuming. A household consumption questionnaire usually includes more than 200 items, including food and nonfood items, often requiring more than two hours to administer. This paper proposes a new methodology that combines an innovative questionnaire design with standard imputation techniques. It substantially shortens the time required to administer a household consumption questionnaire to less than 60 minutes by imputing deliberately absent consumption values for items that are not explicitly asked. The proposed methodology makes it possible to derive poverty estimates without compromising the credibility of the resulting estimate, and it performs considerably better than alternative approaches based on reduced consumption aggregates and cross-survey imputations. This new methodology is particularly useful in fragile states given the significant risks associated with lengthy interviews, as well as to rapidly assess the impact of a shock or of a project. It can also be useful to reduce enumerator and respondent fatigue, or to mitigate the problem of high nonresponse rates. 2021-02-04T15:45:32Z 2021-02-04T15:45:32Z 2021-01 Working Paper http://documents.worldbank.org/curated/en/900741611846381624/Measuring-Poverty-Rapidly-Using-Within-Survey-Imputations http://hdl.handle.net/10986/35103 English Policy Research Working Paper;No. 9530 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 |
| repository_type |
Digital Repository |
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Foreign Institution |
| institution |
Digital Repositories |
| building |
World Bank Open Knowledge Repository |
| collection |
World Bank |
| language |
English |
| topic |
POVERTY POVERTY MEASUREMENT HOUSEHOLD SURVEY CONSUMPTION INEQUALITY SURVEY METHODOLOGY |
| spellingShingle |
POVERTY POVERTY MEASUREMENT HOUSEHOLD SURVEY CONSUMPTION INEQUALITY SURVEY METHODOLOGY Pape, Utz Johann Pape, Utz Measuring Poverty Rapidly Using Within-Survey Imputations |
| relation |
Policy Research Working Paper;No. 9530 |
| description |
Poverty is an indicator of paramount
importance for gauging the socioeconomic well-being of a
population. Especially during or after a shock, poverty
estimates are invaluable for assessing the severity of the
impact and for identifying which parts of the population
were most affected. The measurement of consumption-based
monetary poverty, however, has traditionally been very time
consuming. A household consumption questionnaire usually
includes more than 200 items, including food and nonfood
items, often requiring more than two hours to administer.
This paper proposes a new methodology that combines an
innovative questionnaire design with standard imputation
techniques. It substantially shortens the time required to
administer a household consumption questionnaire to less
than 60 minutes by imputing deliberately absent consumption
values for items that are not explicitly asked. The proposed
methodology makes it possible to derive poverty estimates
without compromising the credibility of the resulting
estimate, and it performs considerably better than
alternative approaches based on reduced consumption
aggregates and cross-survey imputations. This new
methodology is particularly useful in fragile states given
the significant risks associated with lengthy interviews, as
well as to rapidly assess the impact of a shock or of a
project. It can also be useful to reduce enumerator and
respondent fatigue, or to mitigate the problem of high
nonresponse rates. |
| format |
Working Paper |
| author |
Pape, Utz Johann Pape, Utz |
| author_facet |
Pape, Utz Johann Pape, Utz |
| author_sort |
Pape, Utz Johann |
| title |
Measuring Poverty Rapidly Using Within-Survey Imputations |
| title_short |
Measuring Poverty Rapidly Using Within-Survey Imputations |
| title_full |
Measuring Poverty Rapidly Using Within-Survey Imputations |
| title_fullStr |
Measuring Poverty Rapidly Using Within-Survey Imputations |
| title_full_unstemmed |
Measuring Poverty Rapidly Using Within-Survey Imputations |
| title_sort |
measuring poverty rapidly using within-survey imputations |
| publisher |
World Bank, Washington, DC |
| publishDate |
2021 |
| url |
http://documents.worldbank.org/curated/en/900741611846381624/Measuring-Poverty-Rapidly-Using-Within-Survey-Imputations http://hdl.handle.net/10986/35103 |
| _version_ |
1764482331658158080 |