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PRWP

Reproducibility package for Measuring Poverty in Tanzania: Comparison of Diary and Recall Approaches to Food Consumption Data Collection

2024
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Reference ID
RR_TZA_2024_174
DOI
https://doi.org/10.60572/kx3r-8r71
Author(s)
Akuffo Amankwah, Darcey Jeanne Genou Johnson, Josephine Ofori Adofo, Maryam Gul, Amparo Palacios-Lopez
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Aug 19, 2024
Last modified
Nov 11, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    Consumption data from household surveys continue to be the main source for poverty and inequality statistics in low- and middle-income countries. Although recent research has demonstrated that the choice of diary- versus recall-based methods for consumption data collection can directly impact poverty measurement, the available evidence stems from small-scale, subnational survey experiments. This study uses data from a nationally representative randomized survey experiment in Tanzania to provide a comparative assessment of how household consumption and poverty measures may be impacted by relying on a 14-day food consumption diary versus two different variants of 7-day-recall-based food consumption data collection. The analysis reveals significant differences in food consumption expenditures across the diary and recall arms, and these differences result in differences in total consumption expenditures as well. The results further show that the diary method captures more diverse food consumption items, but the overall consumption expenditure appears significantly lower than in the recall arms, even at different percentiles. Despite these disparities, the paper finds little statistically significant difference in poverty rates between the diary and recall arms, even at different thresholds.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/177/download/495/README.pdf
    Reproducibility package (code) for Measuring Poverty in Tanzania: Comparison of Diary and Recall Approaches to Food Consumption Data Collection
    Title
    Reproducibility package (code) for Measuring Poverty in Tanzania: Comparison of Diary and Recall Approaches to Food Consumption Data Collection
    Dependencies
    All dependencies are stored in the ado folder.
    Instructions
    See README in the reproducibility package.
    Notes
    Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    18 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced in a computer with the following specifications:
    • OS: Windows 11 Enterprise, version 21H2
    • Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz, 16 Core(s)
    • Memory available: 15.7 GB
    • Software version: Stata 18 MP

    Technology requirements

    ~10 minutes

    Reproduction instructions

    Request access to the data from the World Bank's Microdata Library.
    Once access is granted, edit the 00_globals do file line 9-11 and 03_run_all_do do file line 7-9 to adjust the default paths.
    Run the 03_run_all_do do file to run all steps in sequence.

    Data

    Datasets
    Tanzania Household Consumption Methodological Study (2022)
    Name
    Tanzania Household Consumption Methodological Study (2022)
    Note
    Source: World Bank. Filenames: ECE Survey Data Instalment 6_original data.dta Located at: Data/ Filenames: cons_analysis.dta, cons_analysis_item.dta, cons_analysis_day.dta, food_cat_012.dta
    Access policy
    The data is forthcoming in the World Bank's Microdata Library.
    Data URL
    Forthcoming https://microdata.worldbank.org/
    Data statement

    The data will be publicly available in the World Bank's Microdata Catalog but not included in the reproducibility package. For more details, please refer to the README file.

    Description

    Output
    Measuring Poverty in Tanzania: Comparison of Diary and Recall Approaches to Food Consumption Data Collection
    Type
    Working Paper
    Title
    Measuring Poverty in Tanzania: Comparison of Diary and Recall Approaches to Food Consumption Data Collection
    Authors
    Akuffo Amankwah, Darcey Jeanne Genou Johnson, Josephine Ofori Adofo, Maryam Gul, Amparo Palacios-Lopez
    Description
    Policy Research Working Paper (PRWP) 10871
    URL
    http://documents.worldbank.org/curated/en/099815008192411379/IDU1cb9ca78a12eb6143bb1b2f31c8aed23cfc54
    DOI
    https://doi.org/10.1596/1813-9450-10871
    Authors
    Author Affiliation Email
    Akuffo Amankwah World Bank aamankwah@worldbank.org
    Darcey Jeanne Genou Johnson World Bank djohnson4@worldbank.org
    Josephine Ofori Adofo World Bank joforiadofo@worldbank.org
    Maryam Gul World Bank mgul@worldbankgroup.org
    Amparo Palacios-Lopez World Bank apalacioslopez@worldbank.org
    Date of production

    2024-08

    Scope and coverage

    Geographic locations
    Location Code
    Tanzania TZA
    Keywords
    Food consumption expenditure Recall design Diary design Poverty Inequality Tanzania.
    Topics
    ID Topic Parent topic ID Vocabulary URI
    C83 Survey Methods • Sampling Methods C8
    D12 Consumer Economics: Empirical Analysis D1

    Disclaimer

    Disclaimer

    The materials in the reproducibility packages are distributed as they were prepared by the staff of the International Bank for Reconstruction and Development/The World Bank. The findings, interpretations, and conclusions expressed in this event do not necessarily reflect the views of the World Bank, the Executive Directors of the World Bank, or the governments they represent. The World Bank does not guarantee the accuracy of the materials included in the reproducibility package.

    Access and rights

    License
    Name URI
    Modified BSD3 https://opensource.org/license/bsd-3-clause/

    Contacts

    Contacts
    Name Affiliation Email
    Akuffo Amankwah World Bank aamankwah@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reproducibility WBG DIME World Bank - Development Impact Department Verification and preparation of metadata
    Date of Production

    2024-07-25

    Document version

    1

    Citation

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