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The Distributional Impact of Inflation in Pakistan: A Case Study of a New Price Focused Microsimulation Framework, PRICES

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Listed:
  • Cathal ODonoghue
  • Beenish Amjad
  • Jules Linden
  • Nora Lustig
  • Denisa Sologon
  • Yang Wang

Abstract

This paper develops a microsimulation model to simulate the distributional impact of price changes using Household Budget Survey data, income survey data and an Input Output Model. The primary purpose is to describe the model components. The secondary purpose is to demonstrate one component of the model by assessing the distributional and welfare impact of recent price changes in Pakistan. Over the period of November 2020 to November 2022, headline inflation 41.5 percent, with food and transportation prices increasing most. The analysis shows that despite large increases in energy prices, the importance of energy prices for the welfare losses due to inflation is limited because energy budget shares are small and inflation is relatively low. The overall distributional impact of recent price changes is mildly progressive, but household welfare is impacted significantly irrespective of households position along the income distribution. The biggest driver of welfare losses at the bottom of the income distribution was food price inflation, while inflation in other goods and services was the biggest driver at the top. To compensate households for increased living costs, transfers would need to be on average 40 percent of pre-inflation expenditure, assuming constant incomes. Behavioural responses to price changes have a negligible impact on the overall welfare cost to households.

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  • Cathal ODonoghue & Beenish Amjad & Jules Linden & Nora Lustig & Denisa Sologon & Yang Wang, 2023. "The Distributional Impact of Inflation in Pakistan: A Case Study of a New Price Focused Microsimulation Framework, PRICES," Papers 2310.00231, arXiv.org, revised Mar 2024.
  • Handle: RePEc:arx:papers:2310.00231
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    References listed on IDEAS

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    1. Alessandro Brunetti & Maria Grazia Calza, 2015. "Redistributive effects of changes in indirect taxation," Rivista di statistica ufficiale, ISTAT - Italian National Institute of Statistics - (Rome, ITALY), vol. 17(2), pages 67-75.
    2. Berry, Audrey, 2019. "The distributional effects of a carbon tax and its impact on fuel poverty: A microsimulation study in the French context," Energy Policy, Elsevier, vol. 124(C), pages 81-94.
    3. Raffaello Cervigni & John Allen Rogers & Irina Dvorak, 2013. "Assessing Low-Carbon Development in Nigeria : An Analysis of Four Sectors," World Bank Publications - Books, The World Bank Group, number 15797.
    4. John Creedy, 2001. "Indirect tax reform and the role of exemptions," Fiscal Studies, Institute for Fiscal Studies, vol. 22(4), pages 457-486., December.
    5. Verónica Amarante & Marisa Bucheli & Cecilia Olivieri & Ivone Perazzo, 2011. "Redistributive effects of indirect taxes: comparing arithmetical and behavioral simulations in Uruguay," Documentos de Trabajo (working papers) 2311, Department of Economics - dECON.
    6. Ahmad,Etisham & Stern,Nicholas, 1991. "The Theory and Practice of Tax Reform in Developing Countries," Cambridge Books, Cambridge University Press, number 9780521265638, January.
    7. Chai, Andreas & Ratnasiri, Shyama & Wagner, Liam, 2021. "The impact of rising energy prices on energy poverty in Queensland: A microsimulation exercise," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 57-72.
    8. Bach, Stefan & Kohlhaas, Michael & Meyer, Bernd & Praetorius, Barbara & Welsch, Heinz, 2002. "The effects of environmental fiscal reform in Germany: a simulation study," Energy Policy, Elsevier, vol. 30(9), pages 803-811, July.
    9. Casler, Stephen D. & Rafiqui, Aisha, 1993. "Evaluating Fuel Tax Equity: Direct and Indirect Distributional Effects," National Tax Journal, National Tax Association;National Tax Journal, vol. 46(2), pages 197-205, June.
    10. John Creedy, 1998. "Measuring the Welfare Effects of Price Changes: A Convenient Parametric Approach," Australian Economic Papers, Wiley Blackwell, vol. 37(2), pages 137-151, June.
    11. Arsić, Milojko & Altiparmakov, Nikola, 2013. "Equity aspects of VAT in emerging European countries: A case study of Serbia," Economic Systems, Elsevier, vol. 37(2), pages 171-186.
    12. Antosiewicz, Marek & Fuentes, J. Rodrigo & Lewandowski, Piotr & Witajewski-Baltvilks, Jan, 2022. "Distributional effects of emission pricing in a carbon-intensive economy: The case of Poland," Energy Policy, Elsevier, vol. 160(C).
    13. Antonia Cornwell & John Creedy, 1996. "Carbon taxation, prices and inequality in Australia," Fiscal Studies, Institute for Fiscal Studies, vol. 17(3), pages 21-38, August.
    14. Callan, Tim & Lyons, Sean & Scott, Susan & Tol, Richard S.J. & Verde, Stefano, 2009. "The distributional implications of a carbon tax in Ireland," Energy Policy, Elsevier, vol. 37(2), pages 407-412, February.
    15. Kenneth W. Clements & Marc Jim M. Mariano & George Verikios, 2020. "Estimating The Linear Expenditure System With Cross-Sectional Data," Economics Discussion / Working Papers 20-18, The University of Western Australia, Department of Economics.
    16. Ignacio Cazcarro & Antonio F. Amores & Inaki Arto & Kurt Kratena, 2022. "Linking multisectoral economic models and consumption surveys for the European Union," Economic Systems Research, Taylor & Francis Journals, vol. 34(1), pages 22-40, January.
    17. Bureau, Benjamin, 2011. "Distributional effects of a carbon tax on car fuels in France," Energy Economics, Elsevier, vol. 33(1), pages 121-130, January.
    18. John Creedy & Justin Van De Ven, 1997. "The Distributional Effects of Inflation in Australia 1980–1995," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 30(2), pages 125-143, June.
    19. Kenneth W. Clements, 2019. "Four Laws of Consumption," The Economic Record, The Economic Society of Australia, vol. 95(310), pages 358-385, September.
    20. Bourgeois, Cyril & Giraudet, Louis-Gaëtan & Quirion, Philippe, 2021. "Lump-sum vs. energy-efficiency subsidy recycling of carbon tax revenue in the residential sector: A French assessment," Ecological Economics, Elsevier, vol. 184(C).
    21. Amores, Antonio F. & Maier, Sofia & Ricci, Mattia, 2023. "Taxing household energy consumption in the EU: The tax burden and its redistributive effect," Energy Policy, Elsevier, vol. 182(C).
    22. Clements, Kenneth & Mariano, Marc Jim & Verikios, George, 2022. "Expenditure patterns, heterogeneity, and long-term structural change," Economic Modelling, Elsevier, vol. 113(C).
    23. IonuÈ›-Constantin Cuceu, 2016. "The Distributional Effects of Value Added Tax," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(2), pages 450-454, February.
    24. Shuyang Chen, 2022. "The inequality impacts of the carbon tax in China," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-10, December.
    25. repec:bla:ausecp:v:37:y:1998:i:2:p:137-51 is not listed on IDEAS
    26. James Banks & Richard Blundell & Arthur Lewbel, 1997. "Quadratic Engel Curves And Consumer Demand," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 527-539, November.
    27. Casler, Stephen D. & Rafiqui, Aisha, 1993. "Evaluating Fuel Tax Equity: Direct and Indirect Distributional Effects," National Tax Journal, National Tax Association, vol. 46(2), pages 197-205, June.
    28. Nicolas Albacete & Isabel Gerstner & Niklas Geyer & Peter Lindner & Nicolas Prinz & Verena Woharcik, 2022. "Effects of interest rate and inflation shocks on household vulnerability in Austria: a microsimulation using HFCS data," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 44, pages 69-77.
    29. Christhart Bork, 2006. "Distributional Effects of the Ecological Tax Reform in Germany: An Evaluation with a Microsimulation Model," Chapters, in: Ysé Serret & Nick Johnstone (ed.), The Distributional Effects of Environmental Policy, chapter 4, Edward Elgar Publishing.
    30. Christensen, Laurits R. & Manser, Marilyn E., 1977. "Estimating U.S. consumer preferences for meat with a flexible utility function," Journal of Econometrics, Elsevier, vol. 5(1), pages 37-53, January.
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