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PRWP

Reproducibility package for Converging Paths: Intergenerational Educational Mobility And The Decline Of Gender And Geographic Gaps In Bangladesh

2026
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Reference ID
RR_BGD_2026_638
DOI
https://doi.org/10.60572/dv7g-dd69
Author(s)
Sergio Olivieri, Ayago Esmubancha Wambile, Giovanni Razzu
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
May 11, 2026
Last modified
May 11, 2026
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This study examines intergenerational educational mobility in Bangladesh across cohorts born between the 1950s and 1990s, using data from the 2022 Bangladesh Household Income and Expenditure Survey. Intergenerational regression coefficients (IGRC) and intergenerational correlations (IGC) are estimated, yielding three main findings. First, while the IGRC declines for the 1990s cohort, suggesting reduced persistence of parental education on children's outcomes, the IGC, which accounts for inequality in educational attainment across both generations, follows an inverted U-shaped pattern, resulting in no net mobility change. This finding reverses earlier evidence of increasing persistence through the 1970s and indicates that educational expansion since the 1980s has progressively benefited children of less-educated parents. Second, unlike patterns observed elsewhere in the region, where urban residence confers mobility advantages, Bangladesh exhibits no urban premium. Overall mobility remains higher in rural areas, though substantial convergence occurs in the 1990s cohort. At the regional level, an East-West convergence is observed, driven by mobility improvements in traditionally less-mobile Eastern regions. Third, women historically exhibited higher mobility than men through the 1980s, with gender convergence emerging only in the 1990s cohort, largely due to accelerated male mobility gains among urban males. Bangladesh's educational mobility trajectory is thus characterized by convergence across gender, urban-rural, and region dimensions, a pattern distinct from both its historical experience and broader South Asian trends, though educational gains remain disconnected from labor market outcomes

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/catalog/553/download/1618/README.pdf
    Reproducibility package for Converging Paths: Intergenerational Educational Mobility And The Decline Of Gender And Geographic Gaps In Bangladesh
    File name
    RR_BGD_2026_638
    Zip package
    RR_BGD_2026_638.zip
    Title
    Reproducibility package for Converging Paths: Intergenerational Educational Mobility And The Decline Of Gender And Geographic Gaps In Bangladesh
    Date
    2026-04
    Dependencies
    Stata dependencies are listed in the ado folder.
    Instructions
    See README in reproducibility package.
    Notes
    Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    19.0 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz (2.90 GHz) (2 processors)
    • Memory available: 16.0 GB

    Technology requirements

    Runtime: 1 minute

    Reproduction instructions

    To reproduce the exhibits in the paper, the user should do the following:

    1. Secure Access to Data: Access the datasets not included in the package. See the Datasets section for more details.
    2. Update the working directory on line 49 of the IGM in education_BD do file and run the code.

    As some data is restricted, the reproducibility package includes the outputs produced by the replicators. Interested users can verify this against the published paper.

    Data

    Datasets
    Bangladesh Household Income and Expenditure Survey (HIES) 2022 - Harmonized
    Name
    Bangladesh Household Income and Expenditure Survey (HIES) 2022 - Harmonized
    Note
    Source: Bangladesh Bureau of Statistics (BBS), accessed via the South Asia Regional Micro Database (SARMD). Year: 2022. File location: Reproducibility package/data/harmonized files. File name: BGD_2022_HIES_v01_M_v01_A_SARMD_IND.dta; BGD_2022_HIES_v01_M_v01_A_SARMD_INC.dta. Data is accessible to World Bank Staff using the datalibweb Stata package.
    Access policy
    Data is limited-access and is not included in the reproducibility package.
    License
    Custom license
    Citation
    Bangladesh Bureau of Statistics (BBS). Household Income and Expenditure Survey (BGD-HIES), Bangladesh 2022 [dataset]. Harmonized version accessed through the South Asia Regional Micro Database (SARMD). Available for World Bank employees from: https://worldbank.github.io/SARMD_guidelines/datalibweb-getting-access-to-sarmd.html via the datalibweb Stata Package. Accessed April 2026.
    Bangladesh Household Income and Expenditure Survey (HIES) 2022 - Raw
    Name
    Bangladesh Household Income and Expenditure Survey (HIES) 2022 - Raw
    Note
    Source: Bangladesh Bureau of Statistics (BBS) Year: 2022 File location: Reproducibility package/data/Rawdata_sec1_2 File name: HH_SEC_2A.dta; HH_SEC_2B.dta.
    Access policy
    Data access requires purchase or human approval and is not included in the reproducibility package.
    License
    Custom license
    Citation
    Bangladesh Bureau of Statistics (BBS). 2022. Household Income and Expenditure Survey (HIES) 2022. Bangladesh 2022 [dataset]. Accessed through SARMD (South Asia Regional Micro Database). Available from: https://nsds.bbs.gov.bd/en/microdata. Accessed April 2026.
    Data statement

    Some data is restricted and has not been included in the reproducibility package. For more details, refer to the README file.

    Description

    Output
    Converging Paths: Intergenerational Educational Mobility And The Decline Of Gender And Geographic Gaps In Bangladesh
    Type
    Working Paper
    Title
    Converging Paths: Intergenerational Educational Mobility And The Decline Of Gender And Geographic Gaps In Bangladesh
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Sergio Olivieri World Bank solivieri@worldbank.org
    Ayago Esmubancha Wambile World Bank awambile@worldbank.org
    Giovanni Razzu University of Reading, UK g.razzu@reading.ac.uk
    Date of production

    2026-04-28

    Scope and coverage

    Geographic locations
    Location Code
    Bangladesh BGD
    Keywords
    Social Mobility Education Gender Bangladesh
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    J62 Job, Occupational, and Intergenerational Mobility J6 Journal of Economic Literature (JEL)
    J16 Economics of Gender • Non-labor Discrimination J1 Journal of Economic Literature (JEL)
    I24 Education and Inequality I2 Journal of Economic Literature (JEL)

    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
    Sergio Olivieri World Bank solivieri@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

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

    2026-04-28

    Document version

    1

    Citation

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