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PRWP

Reproducibility package for Ensuring an equal start for all Pakistani children: What will it cost?

2024
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Reference ID
RR_PAK_2024_116
DOI
https://doi.org/10.60572/5wvw-qz65
Author(s)
Abdullah Alam, Amer Hasan, Elizabeth Hentschel
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
May 03, 2024
Last modified
May 15, 2025
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    Quality early childhood education (ECE) improves child development outcomes and has long-term implications for school readiness, workforce participation and economic growth. Despite this, in Pakistan, the net enrolment rate of children aged 3-5 in ECE was only 31 percent in 2022. This paper estimates the cost of expanding access to ECE using an adapted version of the ECE Accelerator Costing and Simulation model. Using available administrative data, this paper presents cost estimates for three packages: (i) a business-as-usual package, (ii) a core service delivery package and (iii) an augmented service delivery package. It considers how these costs might vary using alternate delivery mechanisms such as community construction and vouchers. To ensure 100 percent net enrolment in ECE by 2035, Pakistan must increase the amount of the education budget spent on ECE from the existing allocation of 5.3 percent to 10.4 percent by 2035. This means increasing the ECE budget from PKR 71 billion (US$ 0.3 billion) in 2022 to PKR 418 billion (US$ 1.85 billion) in 2035, suggesting an average annual increase of 14 percent. Using alternate delivery mechanisms such as community construction and vouchers, the required budget can be reduced to PKR 311 billion (US$ 1.37 billion) in 2035.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/133/download/356/README.pdf
    Reproducibility package for Ensuring an equal start for all Pakistani children: What will it cost?
    Title
    Reproducibility package for Ensuring an equal start for all Pakistani children: What will it cost?
    Date
    2024-04
    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
    Excel
    Name
    Excel
    Version
    Microsoft Excel for Microsoft 365 MSO

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    – OS: Windows 10 Enterprise, version 21H2
    – Processor: Intel(R) Core(TM) i7-8665U CPU @ 1.90GHz 2.11 GHz
    – Memory available: 15.8 GB
    – Software version: Microsoft Excel for Microsoft 365 MSO (Version 2308 Build 16.0.1.16731.20542) 64-bit

    Technology requirements

    No other technology requirements

    Data

    Datasets
    Population data from the Pakistan Bureau of Statistics (2017)
    Name
    Population data from the Pakistan Bureau of Statistics (2017)
    Note
    Data was collected manually from the data URL and compiled in the Excel files with the calculations.
    Access policy
    Data is public
    Data URL
    https://www.pbs.gov.pk/content/final-results-census-2017
    Private ECE enrolment from the Pakistan Education Statistics report 2020-21
    Name
    Private ECE enrolment from the Pakistan Education Statistics report 2020-21
    Note
    Data was collected manually from the data URL and compiled in the Excel files with the calculations.
    Access policy
    Data is public
    Data URL
    https://pie.gov.pk/SiteImage/Publication/PES%202020-21.pdf
    Primary Education budget data from the Institute of Social and Policy Sciences (I-SAPS)
    Name
    Primary Education budget data from the Institute of Social and Policy Sciences (I-SAPS)
    Note
    Data was collected manually from the data URL and compiled in the Excel files with the calculations.
    Access policy
    Data is public
    Data URL
    http://i-saps.org/upload/report_publications/docs/1697711647.pdf
    Education data provided by provincial Education Management Information Systems (EMIS) of Pakistan
    Name
    Education data provided by provincial Education Management Information Systems (EMIS) of Pakistan
    Note
    Data was provided to the authors by each provincial EMIS upon request.
    Access policy
    Data is private. Replicators may contact the EMIS of Balochistan, Punjab, Sindh, the Islamabad Capital Territory, and Khyber Pakhtunkhwa for data access.
    Education unit costs from the provincial education departments of Pakistan
    Name
    Education unit costs from the provincial education departments of Pakistan
    Note
    Data was provided to the authors by each provincial education department upon request.
    Access policy
    Data is private. Replicators may contact the education departments of Balochistan, Punjab, Sindh, the Islamabad Capital Territory, and Khyber Pakhtunkhwa for data access.
    Data statement

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

    Description

    Output
    Ensuring an equal start for all Pakistani children: What will it cost?
    Type
    Working paper
    Title
    Ensuring an equal start for all Pakistani children: What will it cost?
    Description
    Policy Research Working Paper (PRWP) WPS10763
    URL
    http://documents.worldbank.org/curated/en/099226005062427291
    DOI
    https://doi.org/10.1596/1813-9450-10763
    Authors
    Author Affiliation Email
    Abdullah Alam Aflatoun International and World Bank abdullah_alam@live.com
    Amer Hasan World Bank ahasan1@worldbank.org
    Elizabeth Hentschel Harvard T.H. Chan School of Public Health and World Bank ehentschel@worldbank.org
    Date of production

    2024-04

    Scope and coverage

    Geographic locations
    Location Code
    Pakistan PAK
    Keywords
    early childhood education Pakistan cost of universal access
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    H52 Government Expenditures and Education H5 Journal of Economic Literature (JEL)
    I10 Health - General I1 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
    Amer Hasan World Bank ahasan1@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

    2024-04-25

    Document version

    1

    Citation

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