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PRWP

Reproducibility package for Fiscal Policy, Poverty, and Inequality in a Constrained Environment: The Case of the West Bank and Gaza

2024
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Reference ID
RR_PSE_2024_20-v04
DOI
https://doi.org/10.60572/t8ey-bb58
Author(s)
Beenish Amjad, Haydeeliz Carrasco, Arden Finn, Maya Goldman
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jan 26, 2024
Last modified
Feb 26, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This report analyzes the distributional impacts of the main taxes and transfers on households’ welfare in the West Bank and Gaza. The analysis uses the Commitment to Equity methodology, enabling us to compare results to other countries where this framework has been applied. Specifically, the report assesses the effects of government taxation, social expenditure, and indirect subsidies on poverty and inequality in the West Bank and Gaza. Results indicate that the combination of taxes and transfers modelled in the West Bank and Gaza reduces inequality by 6.5 Gini points but increases the national poverty headcount by 8.4 percentage points. These fiscal policy outcomes on poverty and inequality reduction are below average in terms of desirability compared to other lower middle-income countries.
    The taxes and transfers modelled in the West Bank and Gaza achieve the most inequality reduction through in-kind benefits from public basic education and public hospitals, followed by the Cash Transfer Program and the Value-Added Tax (VAT). Their large impact on inequality reduction is explained by a combination of their progressivity and their size relative to household income. The redistributive effect of direct taxes, customs, and indirect subsidies is zero or close to zero. Indirect taxes represent the fiscal interventions contributing most to the increase in national poverty; custom duties followed by the VAT represent the largest burden on households’ incomes. Direct transfers from social protection cannot offset the impoverishment effect from indirect taxes because they have very limited coverage in the West Bank and Gaza. Only the poorest decile is a net cash beneficiary after paying taxes and receiving cashable transfers. The rest of the deciles are net payers to the fiscal system. To decrease poverty and inequality in the West Bank and Gaza, the most significant policy recommendation to emerge from the analysis is to expand direct transfers to deciles 2 and 3 to compensate for indirect tax burdens. Financing this reform is feasible through domestic tax mobilization or through rationalization of inefficient fuel and electricity subsidies that benefit the top-income deciles most.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/101/download/260/README.pdf
    Reproducibility package (partial data and code) for Fiscal Policy, Poverty, and Inequality in a Constrained Environment: The Case of the West Bank and Gaza
    Title
    Reproducibility package (partial data and code) for Fiscal Policy, Poverty, and Inequality in a Constrained Environment: The Case of the West Bank and Gaza
    Date
    2024-01
    Description
    The code in this folder generates the tables and figures in the paper Fiscal Policy, Poverty, and Inequality in a Constrained Environment: The Case of the West Bank and Gaza by Beenish Amjad, Haydeeliz Carrasco, Arden Finn, and Maya Goldman
    Dependencies
    All dependencies are stored in the ado folder.
    Instructions
    See README in 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
    17

    Reproducibility

    Technology environment

    Paper exhibits were attempted to be reproduced in a computer with the following specifications:
    • OS: Windows 10 Enterprise, version 21H2
    • Processor: Intel(R) Xeon(R) CPU E7-4890 v2 @ 2.80GHz 2.80 GHz
    • Memory available: 5.9 GB
    • Software version: Stata 17

    Technology requirements

    ~20 minutes runtime

    Reproduction instructions

    To run the script, new users only need to change the directory of the 00_PSE_master file

    Data

    Datasets
    Palestinian Central Bureau of Statistics, Palestinian Expenditure and Consumption Survey (PECS)
    Name
    Palestinian Central Bureau of Statistics, Palestinian Expenditure and Consumption Survey (PECS)
    Note
    Located at: Stata/rawdata/PSE/
    Access policy
    Not included in the package. This dataset is classified as Official Use Only under the Access to Information Classification Policy. Access to data is limited to Staff only. It can be requested at the following link. The user should download all available files and save them into the folder Stata/rawdata/PSE/ of the reproducibility package.
    Data URL
    https://microdatalib.worldbank.org/index.php/catalog/10300/
    Palestinian Central Bureau of Statistics (PCBS)
    Name
    Palestinian Central Bureau of Statistics (PCBS)
    Note
    Located at: rawdata/Property Evaluations 2017.xls, Property tax collections 2017.xls, prices.xlsx, Number of Property Tax payers 2017.xlsx Data about taxes and prices was used in this study. This data is confidential and not publicly available and was provided to the World Bank team as part of ongoing collaborations with the PCBS. Contact Arden Finn (afinn1@worldbank.org) for more information.
    Access policy
    This data is confidential and not publicly available.
    National Statistical Office (NSO) West Bank data
    Name
    National Statistical Office (NSO) West Bank data
    Note
    Located at: Stata/rawdata/io This folder contains two files: Petroleum Augmented IO_WB.xlsx and Augmented IO_West Bank_V3.xlsx. Contains confidential information regarding augmented Input-Output tables shared by the NSO which is not in the public domain. Contact Arden Finn (afinn1@worldbank.org) for more information.
    Access policy
    This data is confidential and not publicly available.
    Israel Tax Authority - Custom Duty Rates
    Name
    Israel Tax Authority - Custom Duty Rates
    Note
    Located at: Stata/rawdata/Custom duty rates_for STATA.xlsx Customs information was mapped and summarized in a dataset by the World Bank team using the information on the following link.
    Access policy
    Published with the package.
    Data URL
    https://shaarolami-query.customs.mof.gov.il/CustomspilotWeb/en/CustomsBook/Import/CustomsTaarifEntry
    World Bank VAT rates data
    Name
    World Bank VAT rates data
    Note
    Located at: Stata/rawdata/VAT rates_for STATA.xlsx Information about VAT rates was mapped and summarized in a dataset by the World Bank team.
    Access policy
    Published with the package
    Palestinian Cities data
    Name
    Palestinian Cities data
    Note
    Located at: Stata/rawdata/20220128_Municipal_Codes.xls This is a data frame with Information about Palestinian cities produced by the authors.
    Access policy
    Published with the package
    Data statement

    Please note that some of the datasets used in this study are not available for public release. This includes datasets related to property taxes, evaluations, number of taxpayers, as well as Input-Output tables. These datasets are subject to access agreements with the National Statistical Office (NSO) and are not included in the public data package. Moreover, certain publicly accessible files have redistribution restrictions and hence cannot be included in this package. Detailed information about these restrictions can be found in the aforementioned entries.

    Researchers who wish to replicate this study or need access to these datasets for verification purposes should contact the corresponding author at afinn1@worldbank.org for further guidance and assistance.

    Description

    Output
    Fiscal Policy, Poverty, and Inequality in a Constrained Environment: The Case of the West Bank and Gaza
    Type
    Working Paper
    Title
    Fiscal Policy, Poverty, and Inequality in a Constrained Environment: The Case of the West Bank and Gaza
    Authors
    Beenish Amjad, Haydeeliz Carrasco, Arden Finn, Maya Goldman
    Description
    Policy Research Working Paper (PRWP) 10687
    URL
    http://documents.worldbank.org/curated/en/099646401302432923/IDU11fba1aab1fb111482e1a1441122a743dfde3
    DOI
    https://doi.org/10.1596/1813-9450-10687
    Authors
    Author Affiliation Email
    Beenish Amjad World Bank bamjad@worldbank.org
    Haydeeliz Carrasco World Bank hcarrasconunez@worldbank.org
    Arden Finn World Bank afinn1@worldbank.org
    Maya Goldman World Bank mgoldman@worldbank.org
    Date of production

    2024-01

    Scope and coverage

    Geographic locations
    Location Code
    Palestine PSE

    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
    Arden Finn World Bank afinn1@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reyes Retana MRR World Bank Junior Data Scientist
    Date of Production

    2024-01-17

    Document version

    1

    Citation

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