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PRWP

Reproducibility package for Cross-Country Empirical Analysis of GovTech Platforms on Citizen Engagement

2024
Get Reproducibility Package
Reference ID
RR_WLD_2024_97
DOI
https://doi.org/10.60572/5g4a-bf51
Author(s)
Maimouna Diakite, Abdoul-Akim Wandaogo
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Aug 27, 2024
Last modified
Aug 27, 2024
  • Project Description
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  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
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  • Information on metadata
  • Citation
  • Overview

    Abstract

    Countries worldwide are implementing GovTech reforms to modernize the public sector and achieve better performance while responding to citizens’ needs. At its core, GovTech represents a whole-of-government approach to public sector modernization, which emphasizes three critical aspects: (i) citizen-centric public services that are universally accessible; (ii) a whole-of-government approach to digital government transformation; and (iii) simple, efficient, and transparent government systems. Within this context, strengthening citizen engagement is crucial to ensure accountability, improve public policy quality, and enhance service delivery. Accordingly, this study aims to be the first cross-country empirical assessment of the impact of GovTech platforms, which can allow citizens to: (i) participate in policy decision-making and (ii) provide feedback on public service delivery. Using a large sample of 176 countries, the study assesses the impact of the implementation of national platforms that allow citizens to participate more effectively. This research employs entropy balancing as the main identification strategy, as well as propensity score matching and ordinary least squares regressions on the matching sample as alternatives. Additional robustness checks were performed using alternative GovTech Maturity Index 2022 data and by considering the possibility of a slower diffusion of the technology. A sensitivity analysis, considering the role of governance, political and institutional factors, as well as the level of development, is likewise performed. The results show a significant and positive impact of GovTech platforms on citizen engagement. Similarly, democracy and the equal distribution of political power have strong and positive effects on citizen engagement. By contrast, public sector corruption negatively and significantly impacts citizen engagement. The findings also provide evidence that GovTech platforms are more effective in fostering citizen engagement in high-income economies and in countries where the government is efficient, institutional and social fragility is low, and there is no conflict or only low-intensity conflict. The results of an Africa-focused analysis indicate that African countries that have adopted such digital platforms likewise experience an increase in citizen engagement.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/180/download/504/README.pdf
    Reproducibility package (code and partial data) for Cross-Country Empirical Analysis of GovTech Platforms on Citizen Engagement
    Title
    Reproducibility package (code and partial data) for Cross-Country Empirical Analysis of GovTech Platforms on Citizen Engagement
    Dependencies
    All Stata dependencies are included in the folder "ado".
    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
    18.0 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Pro, version 23H2
    • Processor: 11th Gen Intel(R) Core(TM) i5-1145G7 @ 2.60GHz 1.50 GHz
    • Memory available: 15.7 GB
    • Software version: Stata 18.0 MP

    Technology requirements

    Runtime: 3 hours

    Reproduction instructions

    Users need to download the Polity V dataset, follow the instructions in the README to manually modify the raw data in Excel to the shape it needs to have for the reproducibility package, change the global path in the main do-file MASTER and run it.

    Data

    Datasets
    GovTech Maturity Index (GTMI) 2022 dataset
    Name
    GovTech Maturity Index (GTMI) 2022 dataset
    Note
    Data was downloaded in August 2023. The raw data was manually modified in Excel; the resulting file is the code input. Both the raw data and the modified data are included in the reproducibility package. See the README for details on the manual data modifications. Raw data file: "WBG_GovTech Dataset_Mar2023.xlsx". Modified data file: "gtmi.xlsx".
    Access policy
    Data is public and included in the reproducibility package
    License
    Creative Commons Attribution 4.0 International License (CC BY 4.0)
    License URL
    https://datacatalog.worldbank.org/int/public-licenses?fragment=cc
    Data URL
    https://datacatalog.worldbank.org/int/search/dataset/0037889/govtech-dataset
    World Development Indicators (WDI) dataset
    Name
    World Development Indicators (WDI) dataset
    Note
    Data was accessed in July 2023. The raw data was manually modified in Excel; the resulting file is the code input. Both the raw data and the modified data are included in the reproducibility package. See the README for details on the manual data modifications. Raw data files: "P_Data_Extract_From_World_Development_Indicators_1.xlsx", "P_Data_Extract_From_World_Development_Indicators_2.xlsx". Manually cleaned data files: "wdi_1.xlsx", "wdi_2.xlsx", "wdi_3.xlsx", "wdi_4.xlsx".
    Access policy
    Data is public and included in the reproducibility package
    License
    Creative Commons Attribution 4.0 International License (CC BY 4.0)
    License URL
    https://www.worldbank.org/en/about/legal/terms-of-use-for-datasets
    Data URL
    https://databank.worldbank.org/source/world-development-indicators
    Varieties of Democracy (V-Dem) v13 dataset
    Name
    Varieties of Democracy (V-Dem) v13 dataset
    Note
    Data was accessed in February 2023. The raw data was manually renamed; the resulting file is the code input. Only the renamed data is included in the reproducibility package. See the README for details. Data file: "vdem.dta" (renamed from the original "V-Dem-CY-Full+Others-v13.dta", as downloaded from the data source).
    Access policy
    Data is public and included in the reproducibility package (see dataset FAQ: https://v-dem.net/about/faq/)
    Data URL
    https://v-dem.net/data/the-v-dem-dataset/
    Polity V dataset from the Center for Systemic Peace
    Name
    Polity V dataset from the Center for Systemic Peace
    Note
    Data was accessed in July 2023. The most recent dataset version is available for download here: https://www.systemicpeace.org/inscrdata.html (Go to "Polity5 Annual Time-Series, 1946-2018" and then to "Excel Series"). The raw data was manually modified in Excel; the resulting file is the code input. None of these files are included in the reproducibility package due to redistribution restrictions. See the README for details on the manual data modifications. Raw data file: "p5v2018.xls". Manually cleaned data file: "polity.xls".
    Access policy
    Dataset is public but not included in the package.
    Data URL
    https://www.systemicpeace.org/polityproject.html
    International Telecommunication Union (ITU) dataset
    Name
    International Telecommunication Union (ITU) dataset
    Note
    Data was accessed in August 2023. The raw data was manually modified in Excel; the resulting file is the code input. Both the raw data and the modified data are included in the reproducibility package. See the README for details on the manual data modifications. Raw data file: "FixedBroadbandSubscriptions_2000-2021.xlsx". Manually cleaned data file: "broadband.xlsx".
    Access policy
    Data is public and included in the reproducibility package
    License
    Creative Commons Attribution-Non-Commercial-ShareAlike 3.0 IGO license
    License URL
    https://datahub.itu.int/about/
    Data URL
    https://datahub.itu.int/data/?i=19303
    UCDP/PRIO Armed Conflict dataset version 22.1
    Name
    UCDP/PRIO Armed Conflict dataset version 22.1
    Note
    Data was accessed in July 2023. The most recent version of the dataset is accessible in the data URL, version 22.1 is available in https://ucdp.uu.se/downloads/olddw.html. The raw data was manually modified in Excel; the resulting file is the code input. Both the raw data and the modified data are included in the reproducibility package. See the README for details on the manual data modifications. Raw data file: "ucdp-prio-acd-221.xlsx". Manually cleaned data file: "prio.xlsx".
    Access policy
    Data is public and included in the reproducibility package
    License
    Creative Commons Attribution 4.0 International license (CC BY 4.0)
    Data URL
    https://ucdp.uu.se/downloads/index.html#armedconflict
    World Bank FY20 List of Fragile and Conflict-affected Situations
    Name
    World Bank FY20 List of Fragile and Conflict-affected Situations
    Note
    Data was accessed in July 2023. File: "wbgl.xlsx".
    Access policy
    Data is public and included in the reproducibility package
    Data URL
    https://pubdocs.worldbank.org/en/179011582771134576/FCS-FY20.pdf
    Worldwide Governance Indicators (WGI) dataset
    Name
    Worldwide Governance Indicators (WGI) dataset
    Note
    Data was accessed in August 2023. The raw data was manually modified in Excel; the resulting file is the code input. Both the raw data and the modified data are included in the reproducibility package. See the README for details on the manual data modifications. Raw data file: "P_Data_Extract_From_Worldwide_Governance_Indicators.xlsx". Manually cleaned data file: "wgi.xlsx".
    Access policy
    Data is public and included in the reproducibility package
    License
    Creative Commons Attribution 4.0 International License (CC BY 4.0)
    License URL
    https://datacatalog.worldbank.org/int/public-licenses?fragment=cc
    Data URL
    https://databank.worldbank.org/source/worldwide-governance-indicators
    Data statement

    Seven out of eight data sources are publicly available and included in the reproducibility package. One data source is publicly available but not included.

    Description

    Output
    Cross-Country Empirical Analysis of GovTech Platforms on Citizen Engagement
    Type
    Working paper
    Title
    Cross-Country Empirical Analysis of GovTech Platforms on Citizen Engagement
    Description
    Policy Research Working Paper (PRWP) 10716
    URL
    http://documents.worldbank.org/curated/en/099029103062432172/IDU1e2fc782f13ddb14ac41ae801f190d313322f
    DOI
    https://doi.org/10.1596/1813-9450-10716
    Authors
    Author Affiliation Email
    Maimouna Diakite World Bank diakite.mai@hotmail.fr
    Abdoul-Akim Wandaogo World Bank awandaogo@worldbank.org
    Date of production

    2024-08

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Keywords
    citizen engagement GovTech e-government digital platforms Impact analysis entropy balancing weighted least squares propensity score matching ordinary least squares control function Africa
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    C1 Econometric and Statistical Methods and Methodology: General C Journal of Economic Literature
    H11 Structure, Scope, and Performance of Government H1 Journal of Economic Literature
    O33 Technological Change: Choices and Consequences • Diffusion Processes O3 Journal of Economic Literature
    O55 Africa O5 Journal of Economic Literature

    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
    Abdoul-Akim Wandaogo World Bank awandaogo@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

    2024-08-21

    Document version

    1

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