Reproducible Research Repository
Reproducible Research Repository
  • Home
  • Repository
  • Collections
  • About
    Home / Repository / PRWP / RR_WLD_2023_16-V01
PRWP

Reproducibility package for Policy Uncertainty and Aggregate Fluctuations: Evidence from Emerging and Developed Economies

2023
Get Reproducibility Package
Reference ID
RR_WLD_2023_16-v01
DOI
https://doi.org/10.60572/q67r-xg91
Author(s)
Haroon Mumtaz, Franz Ulrich Ruch
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Nov 27, 2023
Last modified
Nov 27, 2023
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This paper identifies two types of policy uncertainty measures–government spending and real interest rates–and their impact on macroeconomic activity in 54 advanced, emerging, and developing economies. Policy uncertainty is defined as the inability to predict policy moves, that is, the conditional volatility of policy shocks. This is achieved in a panel vector autoregression model which allows, but does not require, the stochastic volatility of identified shocks to have direct and dynamic effects on macroeconomic outcomes. It shows that fiscal and monetary policy uncertainty are damaging to economic activity and act like negative supply shocks: raising prices while lowering output, investment and consumption. A one standard deviation government spending uncertainty shock decreases real gross domestic product (GDP) by a cumulative 1.0 percentage point and marginally increases inflation after two years. A one standard deviation real interest rate uncertainty shock lowers real GDP by a cumulative 1.3 percentage points after two years but raises inflation by 0.5 percentage point.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/81/download/203/README.pdf
    Reproducibility package (data and code) for Policy Uncertainty and Aggregate Fluctuations: Evidence from Emerging and Developed Economies
    Title
    Reproducibility package (data and code) for Policy Uncertainty and Aggregate Fluctuations: Evidence from Emerging and Developed Economies
    Date
    2023-11
    Description
    This reproducibility package generates select exhibits for the paper "Policy Uncertainty and Aggregate Fluctuations: Evidence from Emerging and Developed Economies" by Haroon Mumtaz and Franz Ulrich Ruch. It should be noted that not all exhibits in the paper are reproduced by this code. For detailed information on which specific exhibits have been successfully reproduced, please refer to the README file and the accompanying reproducibility report included in this package. If needed, Replicators can contact the authors for assistance at fruch@worldbank.org or h.mumtaz@qmul.ac.uk
    Dependencies
    Dynare 5.4, Matlab Optimization Toolbox, Matlab Econometrics Toolbox, Matlab Statistics and Machine Learning Toolbox
    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
    Matlab
    Name
    Matlab
    Version
    Matlab R2023a
    Dynare
    Name
    Dynare
    Version
    5.4

    Reproducibility

    Technology environment

    • OS: Windows 10 Enterprise, version 21H2
    • Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz
    • Memory available: 32 GB
    • Software version: Matlab R2023a, Dynare 5.4

    Technology requirements

    ~ 140 hours runtime

    Reproduction instructions

    To run the scripts, new users only need to make sure the dependencies are installed.

    Data

    Datasets
    Haver Analytics
    Name
    Haver Analytics
    Note
    Variables used from this source are Real public consumption expenditure, seasonally adjusted; Real GDP, seasonally adjusted; GDP deflator, seasonally adjusted; Real general/central government revenue; Real private consumption expenditure, seasonally adjusted; Real gross fixed capital formation, seasonally adjusted; Equity prices; the real effective exchange rate, CPI-based, and the ex-ante real interest rate.
    Access policy
    Published with package
    Data URL
    https://www.haver.com/our-data
    Bruegel
    Name
    Bruegel
    Note
    The variable used from this source is the real effective exchange rate, CPI-based.
    Access policy
    Published with package
    Data URL
    https://www.bruegel.org/publications/datasets/real-effective-exchange-rates-for-178-countries-a-new-database
    OECD Data
    Name
    OECD Data
    Note
    The variable used from this source is the ex-ante real interest rate
    Access policy
    Published with package
    Data URL
    https://data.oecd.org/interest/long-term-interest-rates.htm
    Data statement

    All data needed to reproduce the results in the paper is public and contained in the reproducibility package. Details on each variable and its source can be found in the README file of this reproducibility package, and the paper's Appendix.

    Description

    Output
    Policy Uncertainty and Aggregate Fluctuations: Evidence from Emerging and Developed Economies
    Type
    Working Paper
    Title
    Policy Uncertainty and Aggregate Fluctuations: Evidence from Emerging and Developed Economies
    Authors
    Haroon Mumtaz, Franz Ulrich Ruch
    Description
    Policy Research Working Paper (PRWP) 10564
    URL
    http://documents.worldbank.org/curated/en/099225009112325487/IDU14ebfbcdf1e343147b91969714a2b11c8a77f
    DOI
    https://doi.org/10.1596/1813-9450-10564
    Authors
    Author Affiliation Email
    Haroon Mumtaz Queen Mary University of London h.mumtaz@qmul.ac.uk
    Franz Ulrich Ruch World Bank fruch@worldbank.org
    Date of production

    2023-10

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Keywords
    Policy uncertainty Monetary Policy Fiscal Policy
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    D80 Information, Knowledge, and Uncertainty: General D8 Journal of Economic Literature (JEL)
    E32 Business Fluctuations • Cycles E3 Journal of Economic Literature (JEL)
    E43 Interest Rates: Determination, Term Structure, and Effects E4 Journal of Economic Literature (JEL)
    E63 Comparative or Joint Analysis of Fiscal and Monetary Policy • Stabilization • Treasury Policy E6 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
    Franz Ulrich Ruch World Bank fruch@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

    2023-11-15

    Document version

    1

    Citation

    Citation
    loading, please wait...
    Citation format
    Export citation: RIS | BibTeX | Plain text
    Back to Catalog
    The World Bank Working for a World Free of Poverty
    • IBRD IDA IFC MIGA ICSID

    © The World Bank Group, All Rights Reserved.