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Predicting Inflation—A Holistic Approach

Author

Listed:
  • Kujtim Avdiu

    (Department of Statstics, National Bank of Austria (OenB), Otto Wagner Platz 3, 1090 Vienna, Austria)

  • Stephan Unger

    (Department of Economics and Business, Saint Anselm College, 100 Saint Anselm Drive, Manchester, NH 03104, USA)

Abstract

The quantity equation is a well-established, theoretic, long-run concept that has been criticized for a variety of reasons, i.e., that no precise statements about causality or dynamics between money growth and inflation can be inferred from its components. These shortcomings can be tackled by estimating inflation based upon a holistic approach and the performance of a ceteris paribus analysis for various levels of quantity and velocity of money, as well as GDP. By testing the validity of the quantity equation, it is possible to evaluate possible effects of elevated budget deficits, unprecedented expansions of the monetary base caused by global lockdowns, and a crash in global productivity, on inflation. The main findings of this paper suggest that the level of productivity is the main driver of inflation. The quantity and velocity of money only play a subordinate role in the determination of the inflation level. If inflation is holistically seen as a function of the quantity and velocity of money, as well as general economic productivity, the level of inflation can be very well explained by comparing the supply side with general economic productivity.

Suggested Citation

  • Kujtim Avdiu & Stephan Unger, 2022. "Predicting Inflation—A Holistic Approach," JRFM, MDPI, vol. 15(4), pages 1-14, March.
    • Handle: RePEc:gam:jjrfmx:v:15:y:2022:i:4:p:151-:d:781160
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    References listed on IDEAS

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    1. Julien Pinter, 2022. "Monetarist arithmetic at COVID‐19 time: A take on how not to misapply the quantity theory of money," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 51(2), July.
    2. Mishkin, Frederic S., 1990. "What does the term structure tell us about future inflation?," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 77-95, January.
    3. Lucas, Robert E, Jr, 1980. "Two Illustrations of the Quantity Theory of Money," American Economic Review, American Economic Association, vol. 70(5), pages 1005-1014, December.
    4. L. Randall Wray, 2015. "Modern Money Theory," Palgrave Macmillan Books, Palgrave Macmillan, edition 2, number 978-1-137-53992-2, September.
    5. John R. Moroney, 2002. "Money Growth, Output Growth, and Inflation: Estimation of a Modern Quantity Theory," Southern Economic Journal, John Wiley & Sons, vol. 69(2), pages 398-413, October.
    6. Antonio N. Bojanic, 2021. "A Markov-Switching Model of Inflation in Bolivia," Economies, MDPI, vol. 9(1), pages 1-18, March.
    7. Robert J. Gordon, 1997. "The Time-Varying NAIRU and Its Implications for Economic Policy," Journal of Economic Perspectives, American Economic Association, vol. 11(1), pages 11-32, Winter.
    8. Nombulelo Gumata & Eliphas Ndou, 2021. "Achieving Price, Financial and Macro-Economic Stability in South Africa," Springer Books, Springer, number 978-3-030-66340-7, June.
    9. Marchiori, Luca, 2021. "Monetary theory reversed: Virtual currency issuance and the inflation tax," Journal of International Money and Finance, Elsevier, vol. 117(C).
    10. John R. Moroney, 2002. "Money Growth, Output Growth, and Inflation: Estimation of a Modern Quantity Theory," Southern Economic Journal, John Wiley & Sons, vol. 69(2), pages 398-413, October.
    11. Fama, Eugene F, 1975. "Short-Term Interest Rates as Predictors of Inflation," American Economic Review, American Economic Association, vol. 65(3), pages 269-282, June.
    12. Nelson, Charles R & Schwert, G William, 1977. "Short-Term Interest Rates as Predictors of Inflation: On Testing the Hypothesis That the Real Rate of Interest is Constant," American Economic Review, American Economic Association, vol. 67(3), pages 478-486, June.
    13. Scott Fullwiler & L. Randall Wray, 2010. "Quantitative Easing and Proposals for Reform of Monetary Policy Operations," Economics Working Paper Archive wp_645, Levy Economics Institute.
    14. Wolfgang Kuhle, 2021. "The Inflation Game," Papers 2112.14697, arXiv.org.
    15. Duck, Nigel W, 1993. "Some International Evidence on the Quantity Theory of Money," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(1), pages 1-12, February.
    16. Nombulelo Gumata & Eliphas Ndou, 2021. "Revisiting the Role of the Money Demand Function: Does the Shortfall in Money Demand Impact the Inflation Responses to the Exchange Rate Depreciation Shocks?," Springer Books, in: Achieving Price, Financial and Macro-Economic Stability in South Africa, chapter 0, pages 427-442, Springer.
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    1. Rajamanickam Thilagavathi & Jagadeesan Viswanath & Lenka Cepova & Vladimira Schindlerova, 2022. "Effect of Inflation and Permitted Three-Slot Payment on Two-Warehouse Inventory System with Stock-Dependent Demand and Partial Backlogging," Mathematics, MDPI, vol. 10(21), pages 1-13, October.
    2. Abdul Rehman & Laura Mariana Cismas & Ioana Anda Milin, 2022. "“The Three Evils”: Inflation, Poverty and Unemployment’s Shadow on Economic Progress—A Novel Exploration from the Asymmetric Technique," Sustainability, MDPI, vol. 14(14), pages 1-16, July.

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