Weight Calculations for Panel Surveys with Sub-sampling and Split-off Tracking
The Living Standards Measurement Study -- Integrated Surveys on Agriculture project collects agricultural and livelihood data in seven countries in Sub-Saharan Africa. In order to maintain representativeness as much as possible over multiple rounds...
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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/2013/02/17374828/weight-calculations-panel-surveys-sub-sampling-split-off-tracking http://hdl.handle.net/10986/13172 |
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okr-10986-131722021-04-23T14:03:07Z Weight Calculations for Panel Surveys with Sub-sampling and Split-off Tracking Himelein, Kristen CALCULATION CALIBRATION DATA COLLECTION DEVELOPMENT RESEARCH DEVELOPMENT RESEARCH GROUP DWELLING ECONOMIC SURVEY ENUMERATION FIELD WORK GENDER HOUSEHOLD COMPOSITION HOUSEHOLD CONSUMPTION HOUSEHOLD LEVEL HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WEIGHTS HOUSEHOLD-LEVEL HOUSEHOLDS METHODOLOGY OUTLIERS PRECISION PROBABILITIES PROBABILITY RELIABILITY RESEARCH WORKING PAPERS SAMPLE DESIGN SAMPLE SIZE STANDARD ERRORS STATA STATISTICAL ANALYSIS STATISTICAL ANALYSIS SOFTWARE TECHNIQUES UNITS OF ANALYSIS URBAN AREAS WEIGHTING The Living Standards Measurement Study -- Integrated Surveys on Agriculture project collects agricultural and livelihood data in seven countries in Sub-Saharan Africa. In order to maintain representativeness as much as possible over multiple rounds of data collection, a sub-sample of households are selected to have members that have left the household tracked and interviewed in their new location with their new household members. Since the sub-sampling occurs at the level of the household but tracking occurs at the level of the individual, a number of issues arise with the correct calculation for the sub-sampling and attrition corrections. This paper is based on the panel weight calculations for the initial rounds of the Integrated Surveys on Agriculture surveys in Uganda and Tanzania, and describes the methodology used for calculating the weight components related to sub-sampling, tracking, and attrition, as well as the criteria used for trimming and post-stratification. It also addresses complications resulting from members previously classified as having attrited from the sample returning in later rounds. 2013-04-11T20:39:56Z 2013-04-11T20:39:56Z 2013-02 http://documents.worldbank.org/curated/en/2013/02/17374828/weight-calculations-panel-surveys-sub-sampling-split-off-tracking http://hdl.handle.net/10986/13172 English en_US Policy Research Working Paper;No. 6373 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 Tanzania Uganda |
| 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 |
CALCULATION CALIBRATION DATA COLLECTION DEVELOPMENT RESEARCH DEVELOPMENT RESEARCH GROUP DWELLING ECONOMIC SURVEY ENUMERATION FIELD WORK GENDER HOUSEHOLD COMPOSITION HOUSEHOLD CONSUMPTION HOUSEHOLD LEVEL HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WEIGHTS HOUSEHOLD-LEVEL HOUSEHOLDS METHODOLOGY OUTLIERS PRECISION PROBABILITIES PROBABILITY RELIABILITY RESEARCH WORKING PAPERS SAMPLE DESIGN SAMPLE SIZE STANDARD ERRORS STATA STATISTICAL ANALYSIS STATISTICAL ANALYSIS SOFTWARE TECHNIQUES UNITS OF ANALYSIS URBAN AREAS WEIGHTING |
| spellingShingle |
CALCULATION CALIBRATION DATA COLLECTION DEVELOPMENT RESEARCH DEVELOPMENT RESEARCH GROUP DWELLING ECONOMIC SURVEY ENUMERATION FIELD WORK GENDER HOUSEHOLD COMPOSITION HOUSEHOLD CONSUMPTION HOUSEHOLD LEVEL HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WEIGHTS HOUSEHOLD-LEVEL HOUSEHOLDS METHODOLOGY OUTLIERS PRECISION PROBABILITIES PROBABILITY RELIABILITY RESEARCH WORKING PAPERS SAMPLE DESIGN SAMPLE SIZE STANDARD ERRORS STATA STATISTICAL ANALYSIS STATISTICAL ANALYSIS SOFTWARE TECHNIQUES UNITS OF ANALYSIS URBAN AREAS WEIGHTING Himelein, Kristen Weight Calculations for Panel Surveys with Sub-sampling and Split-off Tracking |
| geographic_facet |
Africa Tanzania Uganda |
| relation |
Policy Research Working Paper;No. 6373 |
| description |
The Living Standards Measurement Study
-- Integrated Surveys on Agriculture project collects
agricultural and livelihood data in seven countries in
Sub-Saharan Africa. In order to maintain representativeness
as much as possible over multiple rounds of data collection,
a sub-sample of households are selected to have members that
have left the household tracked and interviewed in their new
location with their new household members. Since the
sub-sampling occurs at the level of the household but
tracking occurs at the level of the individual, a number of
issues arise with the correct calculation for the
sub-sampling and attrition corrections. This paper is based
on the panel weight calculations for the initial rounds of
the Integrated Surveys on Agriculture surveys in Uganda and
Tanzania, and describes the methodology used for calculating
the weight components related to sub-sampling, tracking, and
attrition, as well as the criteria used for trimming and
post-stratification. It also addresses complications
resulting from members previously classified as having
attrited from the sample returning in later rounds. |
| format |
Publications & Research :: Policy Research Working Paper |
| author |
Himelein, Kristen |
| author_facet |
Himelein, Kristen |
| author_sort |
Himelein, Kristen |
| title |
Weight Calculations for Panel Surveys with Sub-sampling and Split-off Tracking |
| title_short |
Weight Calculations for Panel Surveys with Sub-sampling and Split-off Tracking |
| title_full |
Weight Calculations for Panel Surveys with Sub-sampling and Split-off Tracking |
| title_fullStr |
Weight Calculations for Panel Surveys with Sub-sampling and Split-off Tracking |
| title_full_unstemmed |
Weight Calculations for Panel Surveys with Sub-sampling and Split-off Tracking |
| title_sort |
weight calculations for panel surveys with sub-sampling and split-off tracking |
| publisher |
World Bank, Washington, DC |
| publishDate |
2013 |
| url |
http://documents.worldbank.org/curated/en/2013/02/17374828/weight-calculations-panel-surveys-sub-sampling-split-off-tracking http://hdl.handle.net/10986/13172 |
| _version_ |
1764422879437389824 |