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PRWP

Reproducibility Package for Lying to the Taxman or Accepting a Helping Hand? Evidence From a Novel Experiment on SMEs in Tanzania

2025
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Reference ID
RR_TZA_2024_238
DOI
https://doi.org/10.60572/3r22-5r80
Author(s)
Revocatus Paul, Ephraim Mdee, Massaga Fimbo, Jonathan Karver, Zain Chaudhry, Christopher Hoy
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jan 30, 2025
Last modified
Mar 24, 2025
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This paper presents the results from a novel field experiment that examined the impact of increasing the presence of revenue authority officers on tax compliance and tax morale among Small and Medium Enterprises (SMEs) in a lower-income country. The experiment was embedded into the implementation of a representative, face-to-face survey of SMEs across mainland Tanzania. An independent survey firm was accompanied by Tanzania Revenue Authority (TRA) officers, who observed the interviews in a randomly selected set of urban and peri-urban wards. This translated into a temporary increase in the presence of tax officers throughout parts of the country. Our findings indicate that an increase in tax officers presence did not have a significant overall impact on tax compliance and tax morale among SMEs, as measured using a combination of administrative and survey data. However, there were short-term increases in compliance in the largest city and sustained increases in tax morale in the rest of the country. A follow-up survey suggests that these results were likely driven by an increase in the perceived credibility of enforcement rather than meaningful increases in perceptions of facilitation and trust.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/238/download/690/README.pdf
    Reproducibility Package (code) for Lying to the Taxman or Accepting a Helping Hand? Evidence From a Novel Experiment on SMEs in Tanzania
    Title
    Reproducibility Package (code) for Lying to the Taxman or Accepting a Helping Hand? Evidence From a Novel Experiment on SMEs in Tanzania
    Date
    2025-01
    Dependencies
    Stata dependencies are listed in the ado folder. R dependencies are listed in the file renv.lock.
    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
    R
    Name
    R
    Version
    4.4.2
    Stata
    Name
    Stata
    Version
    18.0 MP

    Reproducibility

    Technology environment

    – Windows 10 Enterprise 22H2
    – Processor: Intel(R) Xeon(R) CPU E7- 4860 @ 2.27GHz 2.26 GHz (2 processors)
    – Memory available: 16 GB
    – Software version: Stata 18.0 MP, R version 4.4.2

    Technology requirements

    The code takes approximately 15 minutes to run.

    Reproduction instructions
    1. Secure Access to Data: Some of the data required for replication is not publicly available or will be made available soon.
    2. Download and Place Data: Once the data is obtained, users should download it and place it in the appropriate folder.
    3. Run the Package:
      • Change the file paths in survey/code/00_master.do
      • Change the file paths in admin/01_split_tra.do
      • Change the file paths in admin/06_regressions.do
      • Change the file paths in admin/07_census.do
      • Run all scripts in the order described in the README file.

    Since the data is not currently publicly available, the package includes the code outputs in the folder "admin/tables", which contains the results produced by replicators. These files can be used to review the results presented in the paper.

    Data

    Datasets
    Monthly Tax Payment Data from the Tanzania Revenue Authority
    Name
    Monthly Tax Payment Data from the Tanzania Revenue Authority
    Note
    Source: Tanzania Revenue Authority. The dataset includes monthly tax payment data from January 2022 to March 2024, shared by the Tanzania Revenue Authority under a confidentiality agreement. The shared data was strictly anonymized. Replicators should reach out to the Tanzania Revenue Authority for access. File name: "202201_202403_Revo.dta".
    Access policy
    Data is confidential and not included in the package.
    List of Subnational Divisions of Tanzania
    Name
    List of Subnational Divisions of Tanzania
    Note
    Source: National Bureau of Statistics. List of subnational divisions by the National Bureau of Statistics. Replicators should reach out to the National Bureau of Statistics for access. File names: "GN Latest/1Dodoma.xls", "GN Latest/2Arusha.xls", "GN Latest/3Kilimanjaro.xls", "GN Latest/4Tanga.xls", "GN Latest/5Morogoro.xls", "GN Latest/6Pwani.xls", "GN Latest/7Dar es Salaam.xls", "GN Latest/8Lindi.xls", "GN Latest/9Mtwara.xls", "GN Latest/10Ruvuma.xls", "GN Latest/11Iringa.xls", "GN Latest/12Mbeya.xls", "GN Latest/13Singida.xls", "GN Latest/14Tabora .xls", "GN Latest/15RukwaGN.xls", "GN Latest/16Kigoma.xls", "GN Latest/17Shinyanga.xls", "GN Latest/18Kagera.xls", "GN Latest/19Mwanza.xls", "GN Latest/20Mara.xls", "GN Latest/21Manyara.xls", "GN Latest/22Njombe.xls", "GN Latest/23Katavi.xls", "GN Latest/24Simiyu.xls", "GN Latest/25Geita.xls", "GN Latest/26Songwe.xls".
    Access policy
    Data is confidential and not included in the package.
    Survey Data (First Round Interviews)
    Name
    Survey Data (First Round Interviews)
    Note
    Source: authors' data collection. Survey data from the first round of interviews (December 2021). File name: "Project Biashara Final Data set 23122022.2.sav"
    Access policy
    Data will be made available in the World Bank's microdata catalog.
    Survey Data (Second Round Interviews)
    Name
    Survey Data (Second Round Interviews)
    Note
    Source: authors' data collection. Survey data from the second round of interviews (May 2024). File name: "Tanzania_followup_may2024_v7.dta"
    Access policy
    Data will be made available in the World Bank's microdata catalog.
    Tanzania's Population and Housing Census (2022)
    Name
    Tanzania's Population and Housing Census (2022)
    Note
    Source: National Bureau of Statistics (NBS) Tanzania, 2022 National Demographic Socio Economic Profile. A 10% subsample of Tanzania's Population and Housing Census (2022), publicly accessible through the National Bureau of Statistics. File name: "phc2022.dta".
    Access policy
    The data is publicly available but does not allow republication.
    License
    Public Use License
    Data URL
    https://microdata.nbs.go.tz/index.php/catalog/45
    Data statement

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

    Description

    Output
    Reproducibility Package for Lying to the Taxman or Accepting a Helping Hand? Evidence From a Novel Experiment on SMEs in Tanzania
    Type
    Working Paper
    Title
    Reproducibility Package for Lying to the Taxman or Accepting a Helping Hand? Evidence From a Novel Experiment on SMEs in Tanzania
    Description
    Policy Research Working Papers (PRWP) WPS11062
    URL
    http://documents.worldbank.org/curated/en/099358002102524493
    DOI
    https://doi.org/10.1596/1813-9450-11062
    Authors
    Author Affiliation Email
    Revocatus Paul World Bank rpaul4@worldbank.org
    Ephraim Mdee Tanzania Revenue Authority
    Massaga Fimbo Tanzania Revenue Authority
    Jonathan Karver World Bank jkarver@worldbank.org
    Zain Chaudhry World Bank zchaudhry@worldbank.org
    Christopher Hoy World Bank choy@worldbank.org
    Date of production

    2025-01-27

    Scope and coverage

    Geographic locations
    Location Code
    Tanzania TZA
    Keywords
    Taxation Public Finance Small Businesses Randomized Experiment
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    D04 Microeconomic Policy: Formulation, Implementation, and Evaluation D0 Journal of Economic Literature (JEL)
    D80 General - Information, Knowledge, and Uncertainty D8 Journal of Economic Literature (JEL)
    D90 General - Micro-Based Behavioral Economics D9 Journal of Economic Literature (JEL)
    H20 General - Taxation, Subsidies, and Revenue H2 Journal of Economic Literature (JEL)
    H30 General - Fiscal Policies and Behavior of Economic Agents H3 Journal of Economic Literature (JEL)
    H50 General - National Government Expenditures and Related Policies H5 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
    Revocatus Paul World Bank rpaul4@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

    2025-01-27

    Document version

    1

    Citation

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