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PRWP

Reproducibility package for Maternal Mental Health and its Influence on Children’s Early Development: Evidence from Khyber Pakhtunkhwa, Pakistan

2024
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Reference ID
RR_PAK_2024_215
DOI
https://doi.org/10.60572/dj7p-7n05
Author(s)
Mahreen Tahir-Chowdhry, Elizabeth Hentschel, Heather Tomlinson, Amna Ansari, Amer Hasan, Aisha Yousafzai, Naveed Hussain
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Nov 08, 2024
Last modified
Dec 11, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This paper reports on the prevalence of three facets of mental health – depression, anxiety, and parenting stress, among mothers of children 0-6 years of age in Khyber Pakhtunkhwa, Pakistan. Data from mother-child dyads were analyzed to examine differences in maternal mental health and early child development (ECD) outcomes by maternal educational attainment, urban versus rural setting, and refugee versus non-refugee status. It finds a higher prevalence of self-reported mental health concerns among refugee, less-educated, and rural mothers relative to non-refugee, more-educated and urban mothers. Maternal mental health concerns are significantly associated with lower levels of ECD. This paper also analyzes how exposure to stressors such as food insecurity, financial insecurity, being impacted by flooding, community crime, discrimination, and domestic violence exacerbates both maternal mental health and child outcomes. Regression analyses indicated a significant and negative compounding interaction of maternal depression, anxiety, and parenting stress on ECD for younger (0-3 years) and older (3-6 years) children, even after controlling for stressors and other covariates. Policy improvements are needed that focus on at-risk communities, providing mental health services and reducing exposure to stressors within communities and households.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/210/download/603/README.pdf
    Reproducibility package (code) for Maternal Mental Health and its Influence on Children’s Early Development: Evidence from Khyber Pakhtunkhwa, Pakistan
    Title
    Reproducibility package (code) for Maternal Mental Health and its Influence on Children’s Early Development: Evidence from Khyber Pakhtunkhwa, Pakistan
    Date
    2024-11
    Dependencies
    The reproducibility package does not use external dependencies
    Notes
    Computational reproducibility verified by the 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 10 Enterprise
    • Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz 2.90 GHz (2 processors)
    • Memory available: 32 GB
    • Software version: Stata version 18 MP

    Technology requirements

    ~5 minutes

    Reproduction instructions
    • Once available, download the raw dataset from the Microdata Library and save it in the data folder with the appropriate filename.
    • To run the script, new users need to update the directory path in main do-file

    Data

    Datasets
    KP Maternal Mental Health Survey
    Name
    KP Maternal Mental Health Survey
    Note
    Source: Survey data collected by the authors. The dataset will be published in the World Bank Microdata Library in the coming weeks. Location: data/KP survey_raw
    Access policy
    Restricted and not included in the package
    Data URL
    Forthcoming at https://microdata.worldbank.org/
    Caregiver Reported Early Development Instruments (CREDI) data
    Name
    Caregiver Reported Early Development Instruments (CREDI) data
    Note
    Source: The CREDI dataset was generated by the authors using survey data they collected, which was processed through the CREDI app. Instructions for creating the dataset are detailed in the README. The dataset will be published in the World Bank Microdata Library in the coming weeks. Location: data/CREDI
    Access policy
    Restricted and not included in the package
    Data URL
    Forthcoming at https://microdata.worldbank.org/
    Data statement

    The data for this study is pending publication in the World Bank Microdata Library. Data access instructions will be available when the data is published.

    Description

    Output
    Maternal Mental Health and its Influence on Children’s Early Development: Evidence from Khyber Pakhtunkhwa, Pakistan
    Type
    World Bank Policy Research Working Papers
    Title
    Maternal Mental Health and its Influence on Children’s Early Development: Evidence from Khyber Pakhtunkhwa, Pakistan
    Authors
    Mahreen Tahir-Chowdhry, Elizabeth Hentschel, Heather Tomlinson, Amna Ansari, Amer Hasan, Aisha Yousafzai, Naveed Hussain
    Description
    Policy Research Working Paper (PRWP) 10975
    URL
    http://documents.worldbank.org/curated/en/099533311142427027/IDU1b32a53de1613114eb1195bc1e2e662f861f0
    DOI
    https://doi.org/10.1596/1813-9450-10975
    Authors
    Author Affiliation Email
    Mahreen Tahir-Chowdhry World Bank mtahirchowdhry@worldbank.org
    Elizabeth Hentschel World Bank ehentschel@worldbank.org
    Heather Tomlinson World Bank htomlinson@worldbank.org
    Amna Ansari World Bank aansari3@worldbank.org
    Amer Hasan World Bank ahasan1@worldbank.org
    Aisha Yousafzai Harvard T.H. Chan School of Public Health ayousafzai@hsph.harvard.edu
    Naveed Hussain World Bank nhussain1@worldbank.org
    Date of production

    2024-11

    Scope and coverage

    Geographic locations
    Location Code
    Pakistan PAK
    Keywords
    Early childhood development (ECD) Depression Anxiety Parenting stress Fragile Conflict and Violence-affected (FCV) refugees
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    I14 Health and Inequality I1 JEL Classifications
    I15 Health and Economic Development I1 JEL Classifications
    I24 Education and Inequality I2 JEL Classifications
    I25 Education and Economic Development I2 JEL Classifications

    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
    Elizabeth Hentschel World Bank ehentschel@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

    2024-11-07

    Document version

    1

    Citation

    Citation
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