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Future real GDP: real interest rate and inflation matter

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  • Gabe J. Bondt

    (European Central Bank, Business Cycle Analysis Division)

Abstract

This study demonstrates that the real interest rate and headline inflation significantly lead real output. Specifically, the level of the real long-term interest rate positively influences future output, while changes in this rate and the level of headline HICP inflation have a negative impact. This is shown for euro area real GDP growth two to eight quarters ahead, conditional on the leading content of six established output predictors that capture monetary policy transmission channels. The findings are robust when considering ex ante proxies for inflation expectations – autoregressive inflation forecasts and the Survey of Professional Forecasters’ inflation expectations – instead of relying on ex post actual GDP deflator inflation. This robustness remains when using instrumental variables estimation, accounting for nonlinearities, or employing a machine learning tool. Out-of-sample forecast performance underscores the advantage of averaging forecasts from the eight individual predictors, especially for longer ahead forecast horizons. A policy implication is that output forecasters should closely monitor inflation.

Suggested Citation

  • Gabe J. Bondt, 2025. "Future real GDP: real interest rate and inflation matter," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 49(3), pages 661-681, September.
  • Handle: RePEc:spr:jecfin:v:49:y:2025:i:3:d:10.1007_s12197-025-09719-9
    DOI: 10.1007/s12197-025-09719-9
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    1. Duca, John V. & Saving, Jason L., 2018. "What drives economic policy uncertainty in the long and short runs: European and U.S. evidence over several decades," Journal of Macroeconomics, Elsevier, vol. 55(C), pages 128-145.
    2. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    3. Bilbiie, Florin O., 2008. "Limited asset markets participation, monetary policy and (inverted) aggregate demand logic," Journal of Economic Theory, Elsevier, vol. 140(1), pages 162-196, May.
    4. Gerdesmeier, Dieter & Reimers, Hans-Eggert & Roffia, Barbara, 2023. "Investigating the inflation-output-nexus for the euro area: Old questions and new results," Wismar Discussion Papers 01/2023, Hochschule Wismar, Wismar Business School.
    5. Allayioti, Anastasia & Arioli, Rodolfo & Bates, Colm & Botelho, Vasco & Fagandini, Bruno & Fonseca, Luís & Healy, Peter & Meyler, Aidan & Minasian, Ryan & Zahrt, Octavia, 2024. "A look back at 25 years of the ECB SPF," Occasional Paper Series 364, European Central Bank.
    6. Hamilton, James D & Kim, Dong Heon, 2002. "A Reexamination of the Predictability of Economic Activity Using the Yield Spread," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 340-360, May.
    7. Ujjal Chatterjee, 2023. "Forecasting Economic Growth: Evidence from housing, banking, and credit conditions," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 47(4), pages 936-958, December.
    8. Bruce Hansen, 1999. "Testing for Linearity," Journal of Economic Surveys, Wiley Blackwell, vol. 13(5), pages 551-576, December.
    9. Fuhrer, Jeffrey C. & Rudebusch, Glenn D., 2004. "Estimating the Euler equation for output," Journal of Monetary Economics, Elsevier, vol. 51(6), pages 1133-1153, September.
    10. Ang, Andrew & Bekaert, Geert & Wei, Min, 2007. "Do macro variables, asset markets, or surveys forecast inflation better?," Journal of Monetary Economics, Elsevier, vol. 54(4), pages 1163-1212, May.
    11. de Bondt, Gabe & Krustev, Georgi & Slavík, Michal & Tujula, Mika, 2024. "Net interest income of households and firms," Economic Bulletin Boxes, European Central Bank, vol. 8.
    12. Charles Goodhart & Boris Hofmann, 2005. "The IS curve and the transmission of monetary policy: is there a puzzle?," Applied Economics, Taylor & Francis Journals, vol. 37(1), pages 29-36.
    13. Bilbiie, Florin O. & Straub, Roland, 2012. "Changes in the output Euler equation and asset markets participation," Journal of Economic Dynamics and Control, Elsevier, vol. 36(11), pages 1659-1672.
    14. de Bondt, Gabe & Maddaloni, Angela & Peydró, José-Luis & Scopel, Silvia, 2010. "The euro area Bank Lending Survey matters: empirical evidence for credit and output growth," Working Paper Series 1160, European Central Bank.
    15. Michael Bleaney & Paul Mizen & Veronica Veleanu, 2016. "Bond Spreads and Economic Activity in Eight European Economies," Economic Journal, Royal Economic Society, vol. 126(598), pages 2257-2291, December.
    16. Hans-Eggert Reimers & Dieter Gerdesmeier & Barbara Roffia, 2023. "Investigating the Inflation–Output Nexus for the Euro Area: Old Questions and New Results," Economies, MDPI, vol. 11(11), pages 1-15, October.
    17. Ernst Fehr & Jean-Robert Tyran, 2001. "Does Money Illusion Matter?," American Economic Review, American Economic Association, vol. 91(5), pages 1239-1262, December.
    18. Edward E. Leamer, 2015. "Housing Really Is the Business Cycle: What Survives the Lessons of 2008–09?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 43-50, March.
    19. Michael C. & Pao-Lin Tien, 2000. "Economic Discomfort and Consumer Sentiment," Eastern Economic Journal, Eastern Economic Association, vol. 26(1), pages 1-8, Winter.
    20. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    21. Michael Bleaney & Paul Mizen & Veronica Veleanu, 2016. "Bond Spreads and Economic Activity in Eight European Economies," Economic Journal, Royal Economic Society, vol. 126(598), pages 2257-2291, December.
    22. Wang, Xiaoqian & Hyndman, Rob J. & Li, Feng & Kang, Yanfei, 2023. "Forecast combinations: An over 50-year review," International Journal of Forecasting, Elsevier, vol. 39(4), pages 1518-1547.
    23. Shu‐Hua Chen, 2018. "The Credit‐Channel Transmission Mechanism And The Nonlinear Growth And Welfare Effects Of Inflation And Taxes," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 724-744, April.
    24. Taniya Ghosh & Masudul Hasan Adil, 2023. "Money’s predictive role in output: evidence from recent data," Applied Economics, Taylor & Francis Journals, vol. 55(38), pages 4415-4440, August.
    25. Evgenidis, Anastasios & Papadamou, Stephanos & Siriopoulos, Costas, 2020. "The yield spread's ability to forecast economic activity: What have we learned after 30 years of studies?," Journal of Business Research, Elsevier, vol. 106(C), pages 221-232.
    26. Costas Karfakis, 2013. "On Money and Output in the Euro Area: Is Money Redundant?," International Economic Journal, Taylor & Francis Journals, vol. 27(3), pages 487-496, September.
    27. Mody, Ashoka & Taylor, Mark P., 2004. "Financial predictors of real activity and the financial accelerator," Economics Letters, Elsevier, vol. 82(2), pages 167-172, February.
    28. James H. Stock & Mark W.Watson, 2003. "Forecasting Output and Inflation: The Role of Asset Prices," Journal of Economic Literature, American Economic Association, vol. 41(3), pages 788-829, September.
    29. Hansen,B.E., 1999. "Testing for linearity," Working papers 7, Wisconsin Madison - Social Systems.
    30. Gabe de Bondt, 2004. "The balance sheet channel of monetary policy: first empirical evidence for the euro area corporate bond market," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 9(3), pages 219-228.
    31. Dimitrios Bakas & Georgios Chortareas, 2019. "Inflation Dynamics And The Output‐Inflation Trade‐Off: International Panel Data Evidence," Economic Inquiry, Western Economic Association International, vol. 57(4), pages 2110-2124, October.
    32. Deaton, Angus, 1992. "Understanding Consumption," OUP Catalogue, Oxford University Press, number 9780198288244.
    33. Hui Zou & Trevor Hastie, 2005. "Addendum: Regularization and variable selection via the elastic net," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(5), pages 768-768, November.
    34. G. Kontogeorgos & K. Lambrias, 2022. "Evaluating the Eurosystem/ECB staff macroeconomic projections: The first 20 years," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(2), pages 213-229, March.
    35. Mark W. Watson & James H. Stock, 2004. "Combination forecasts of output growth in a seven-country data set," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 23(6), pages 405-430.
    36. Hui Zou & Trevor Hastie, 2005. "Regularization and variable selection via the elastic net," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(2), pages 301-320, April.
    37. Gabe de Bondt, 2009. "Predictive content of the stock market for output revisited," Applied Economics Letters, Taylor & Francis Journals, vol. 16(13), pages 1289-1294.
    38. Julian Thimme, 2017. "Intertemporal Substitution In Consumption: A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 31(1), pages 226-257, February.
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    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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