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An Empirical Investigation into the Investment–Saving Relationship Through Granger Non-Causality Panel Tests

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  • Antonio Focacci

    (Department of Management, University of Bologna, 40126 Bologna, Italy)

Abstract

The investment–saving relationship has been the subject of much debate. On the one hand, there is the conventional mainstream neoclassical school of thought that advocates for the idea that saving determines investment. On the other hand, heterodox economists (mainly in the post-Keynesian/structuralist tradition) posit an inverse relationship between these variables. This article empirically investigates the direction of causality in order to contribute to the existing literature on the topic. To this end, two Granger panel tests are applied to a dataset of 106 countries over the period from 1980 to 2023. The econometric techniques used are effective in accounting for both cross-sectional dependence and heterogeneity in the data. In summary, our findings align with the theoretical models that posit bidirectional causality as the most probable explanation of the mechanism driving investment and saving. More specifically, they are consistent with post-Keynesian (demand-led) assumptions describing an open economy operating below its maximum potential growth rate within a current account solvency constraint.

Suggested Citation

  • Antonio Focacci, 2025. "An Empirical Investigation into the Investment–Saving Relationship Through Granger Non-Causality Panel Tests," JRFM, MDPI, vol. 18(7), pages 1-14, June.
  • Handle: RePEc:gam:jjrfmx:v:18:y:2025:i:7:p:357-:d:1691373
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    References listed on IDEAS

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    1. Nicholas Kaldor, 1955. "Alternative Theories of Distribution," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 23(2), pages 83-100.
    2. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    3. Pierre Roche Seka, 2011. "Is saving really prior to investment? Time series and panel evidence in the WAEMU," African Journal of Economic and Management Studies, Emerald Group Publishing Limited, vol. 2(2), pages 123-142, September.
    4. Ugur Korkut Pata, 2018. "The Feldstein Horioka puzzle in E7 countries: Evidence from panel cointegration and asymmetric causality analysis," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 27(8), pages 968-984, November.
    5. Pierre Roche Seka, 2011. "Is saving really prior to investment? Time series and panel evidence in the WAEMU," African Journal of Economic and Management Studies, Emerald Group Publishing Limited, vol. 2(2), pages 123-142, September.
    6. Murphy, Robert G., 1984. "Capital mobility and the relationship between saving and investment rates in OECD countries," Journal of International Money and Finance, Elsevier, vol. 3(3), pages 327-342, December.
    7. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    8. Luciano Lopez & Sylvain Weber, 2017. "Testing for Granger causality in panel data," Stata Journal, StataCorp LLC, vol. 17(4), pages 972-984, December.
    9. Glick, Reuven & Rogoff, Kenneth, 1995. "Global versus country-specific productivity shocks and the current account," Journal of Monetary Economics, Elsevier, vol. 35(1), pages 159-192, February.
    10. Geert Dhaene & Koen Jochmans, 2015. "Split-panel Jackknife Estimation of Fixed-effect Models," Review of Economic Studies, Oxford University Press, vol. 82(3), pages 991-1030.
    11. Artūras Juodis & Yiannis Karavias & Vasilis Sarafidis, 2021. "A homogeneous approach to testing for Granger non-causality in heterogeneous panels," Empirical Economics, Springer, vol. 60(1), pages 93-112, January.
    12. Amitava Krishna Dutt, 2006. "Aggregate Demand, Aggregate Supply and Economic Growth," International Review of Applied Economics, Taylor & Francis Journals, vol. 20(3), pages 319-336.
    13. Geert Dhaene & Koen Jochmans, 2015. "Split-panel Jackknife Estimation of Fixed-effect Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(3), pages 991-1030.
    14. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    15. M. Mouchart & R. Orsi & G. Wunsch, 2020. "Causality in Econometric Modeling. From Theory to Structural Causal Modeling," Working Papers wp1143, Dipartimento Scienze Economiche, Universita' di Bologna.
    16. Payne, James E., 2005. "Savings-investment dynamics in Mexico," Journal of Policy Modeling, Elsevier, vol. 27(5), pages 525-534, July.
    17. Baxter, Marianne & Crucini, Mario J, 1993. "Explaining Saving-Investment Correlations," American Economic Review, American Economic Association, vol. 83(3), pages 416-436, June.
    18. Jushan Bai & Serena Ng, 2004. "A PANIC Attack on Unit Roots and Cointegration," Econometrica, Econometric Society, vol. 72(4), pages 1127-1177, July.
    19. Christophe Hurlin & Valérie Mignon, 2007. "Second Generation Panel Unit Root Tests," Working Papers halshs-00159842, HAL.
    20. Khan, Saleheen, 2017. "The savings and investment relationship: The Feldstein–Horioka puzzle revisited," Journal of Policy Modeling, Elsevier, vol. 39(2), pages 324-332.
    21. Feldstein, Martin & Horioka, Charles, 1980. "Domestic Saving and International Capital Flows," Economic Journal, Royal Economic Society, vol. 90(358), pages 314-329, June.
    22. Singh, Tarlok, 2008. "Testing the Saving-Investment correlations in India: An evidence from single-equation and system estimators," Economic Modelling, Elsevier, vol. 25(5), pages 1064-1079, September.
    23. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    24. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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