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Reproducibility package for Which Data Do Economists Use to Study Corruption? A Cross-Section of Corruption Research

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Reference ID
RR_WLD_2025_274
DOI
https://doi.org/10.60572/bsax-nt58
Author(s)
James Anderson, Akanksha Baidya
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Feb 13, 2025
Last modified
Mar 24, 2025
  • Project Description
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  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    We examine a cross-section of published studies to inform our understanding of which data economists use to study corruption. For publication year 2022, we searched the EBSCO database and EconLit for articles with “corruption” in the abstract, and then focused on the subsample which identified Journal of Economic Literature (JEL) codes. We used the resulting dataset of 339 journal articles to examine the JEL codes used most often for corruption research, the most popular data sources for analysis, the type of data (e.g., survey, administrative, or experimental), the geographical foci, and whether the study examined the causes or consequences of corruption. Cross-country composite indicators remain the most popular measures, whereas single-country studies were more likely to use administrative data. Articles published in ranked journals were more likely to use administrative data and experimental data than those published in unranked journals. Studies examining the causes of corruption, while less numerous overall, were relatively more likely to be published in ranked journals. The full universe of 882 journal articles in a single year point to both the enormous academic interest in corruption and the larger literature on corruption in political science and public policy and public administration disciplines. The paper raises questions about inattention given to novel types of data and studies of the causes of corruption, as well as the need for a less-siloed approach within economics.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/244/download/709/README.pdf
    Reproducibility package for Which Data Do Economists Use to Study Corruption? A Cross-Section of Corruption Research
    Title
    Reproducibility package for Which Data Do Economists Use to Study Corruption? A Cross-Section of Corruption Research
    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 on a computer with the following specifications:
    • OS: Windows 10 Enterprise, version 22H2
    • Processor: Intel(R) Xeon(R) Gold 6132 CPU @ 2.60GHz 2.60 GHz (2 processors)
    • Memory available: 128 GB
    • Software version: Stata 18 MP

    Technology requirements

    ~ 1 minute

    Reproduction instructions

    To successfully reproduce the analysis, follow these steps:

    • Open the Stata dofile `Use of Corruption Data by Economists.do' located in the root directory.
    • Update the directory and run the script.

    Data

    Datasets
    Corruption Literature data
    Name
    Corruption Literature data
    Note
    Source: Author's Compiled Data Filenames: Use of Corruption Data by Economists.dta, Use of Corruption Data by Economists_Longlist.dta These datasets include data on articles that contain corruption-related keywords and JEL codes. For more details, refer to the README.
    Access policy
    Included in the package.
    Data statement

    All data sources are publicly available and included in the reproducibility package.

    Description

    Output
    Which Data Do Economists Use to Study Corruption? A Cross-Section of Corruption Research
    Type
    Working Paper
    Title
    Which Data Do Economists Use to Study Corruption? A Cross-Section of Corruption Research
    Description
    Policy Research Working Paper (PRWP) WPS11091
    URL
    http://documents.worldbank.org/curated/en/099317403242534561
    DOI
    https://doi.org/10.1596/1813-9450-11091
    Authors
    Author Affiliation Email
    James Anderson World Bank janderson2@worldbank.org
    Akanksha Baidya World Bank abaidya1@worldbank.org

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    D73 Bureaucracy • Administrative Processes in Public Organizations • Corruption D7 JEL Classifications
    D22 Firm Behavior: Empirical Analysis D2 JEL Classifications
    O47 Empirical Studies of Economic Growth • Aggregate Productivity • Cross-Country Output Convergence O4 JEL Classifications
    O57 Comparative Studies of Countries O5 JEL Classifications
    P50 General P5 JEL Classifications

    Contacts

    Contacts
    Name Affiliation Email
    James Anderson World Bank janderson2@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

    2025-02-12

    Document version

    1

    Citation

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