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Predicting long‐run risk factors of stock returns: Evidence from Australia

Author

Listed:
  • Rajabrata Banerjee
  • Tony Cavoli
  • Ron McIver
  • Shannon Meng
  • John K. Wilson
Abstract
This study utilises the stock market data provided by the Australian Equity Database to analyse the long‐run relationship between Australian stock returns and key macroeconomic variables over the period 1926–2017. To measure the diverse risk factors in the stock market, we examine the possible determinants in four main categories: real, financial, domestic and international. Our results reveal that historical stock returns are strongly connected to financial and international factors as compared to real and domestic factors. Both the 1973–1974 OPEC Oil Price Crisis and 2007–2008 Global Financial Crisis had dampening effects on stock returns. There is a positive association between the US and Australian stock markets in the long‐run. These findings on stock market dynamics and their linkages with domestic and international macroeconomic policy changes in the long‐run have important implications for traders and practitioners.

Suggested Citation

  • Rajabrata Banerjee & Tony Cavoli & Ron McIver & Shannon Meng & John K. Wilson, 2023. "Predicting long‐run risk factors of stock returns: Evidence from Australia," Australian Economic Papers, Wiley Blackwell, vol. 62(3), pages 377-395, September.
  • Handle: RePEc:bla:ausecp:v:62:y:2023:i:3:p:377-395
    DOI: 10.1111/1467-8454.12298
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    References listed on IDEAS

    as
    1. K. Chaudhuri & S. Smiles, 2004. "Stock market and aggregate economic activity: evidence from Australia," Applied Financial Economics, Taylor & Francis Journals, vol. 14(2), pages 121-129.
    2. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    3. Pearce, Douglas K & Roley, V Vance, 1983. "The Reaction of Stock Prices to Unanticipated Changes in Money: A Note," Journal of Finance, American Finance Association, vol. 38(4), pages 1323-1333, September.
    4. P. Kearns & A.R. Pagan, 1993. "Australian Stock Market Volatility: 1875–1987," The Economic Record, The Economic Society of Australia, vol. 69(2), pages 163-178, June.
    5. Bhuiyan, Erfan M. & Chowdhury, Murshed, 2020. "Macroeconomic variables and stock market indices: Asymmetric dynamics in the US and Canada," The Quarterly Review of Economics and Finance, Elsevier, vol. 77(C), pages 62-74.
    6. Gjerde, Oystein & Saettem, Frode, 1999. "Causal relations among stock returns and macroeconomic variables in a small, open economy," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(1), pages 61-74, January.
    7. repec:bla:jfinan:v:43:y:1988:i:4:p:965-81 is not listed on IDEAS
    8. David Dickinson, 2000. "Stock market integration and macroeconomic fundamentals: an empirical analysis, 1980-95," Applied Financial Economics, Taylor & Francis Journals, vol. 10(3), pages 261-276.
    9. Maio, Paulo & Philip, Dennis, 2015. "Macro variables and the components of stock returns," Journal of Empirical Finance, Elsevier, vol. 33(C), pages 287-308.
    10. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
    11. Douglas K. Pearce & V. Vance Roley, 1987. "Firm Characteristics, Unanticipated Inflation, and Stock Returns," NBER Working Papers 2366, National Bureau of Economic Research, Inc.
    12. Phylaktis, Kate & Ravazzolo, Fabiola, 2005. "Stock prices and exchange rate dynamics," Journal of International Money and Finance, Elsevier, vol. 24(7), pages 1031-1053, November.
    13. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
    14. Kasa, Kenneth, 1992. "Common stochastic trends in international stock markets," Journal of Monetary Economics, Elsevier, vol. 29(1), pages 95-124, February.
    15. Canova, Fabio & De Nicolo', Gianni, 1995. "Stock returns and real activity: A structural approach," European Economic Review, Elsevier, vol. 39(5), pages 981-1015, May.
    16. repec:pri:cepsud:91malkiel is not listed on IDEAS
    17. Lee, Bong-Soo, 1992. "Causal Relations among Stock Returns, Interest Rates, Real Activity, and Inflation," Journal of Finance, American Finance Association, vol. 47(4), pages 1591-1603, September.
    18. Sousa, Ricardo M. & Vivian, Andrew & Wohar, Mark E., 2016. "Predicting asset returns in the BRICS: The role of macroeconomic and fundamental predictors," International Review of Economics & Finance, Elsevier, vol. 41(C), pages 122-143.
    19. Nelson, Charles R, 1976. "Inflation and Rates of Return on Common Stocks," Journal of Finance, American Finance Association, vol. 31(2), pages 471-483, May.
    20. Vincent Fromentin & Turki Alshammari, 2022. "Time-varying causality between stock prices and macroeconomic fundamentals: Connection or disconnection?," Post-Print hal-03721792, HAL.
    21. Gareth Campbell & William Quinn & John D. Turner & Qing Ye, 2018. "What moved share prices in the nineteenth†century London stock market?," Economic History Review, Economic History Society, vol. 71(1), pages 157-189, February.
    22. Robert B. Durand & Manapon Limkriangkrai & Gary Smith, 2006. "In America's thrall: the effects of the US market and US security characteristics on Australian stock returns," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 46(4), pages 577-604, December.
    23. Geske, Robert & Roll, Richard, 1983. "The Fiscal and Monetary Linkage between Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 38(1), pages 1-33, March.
    24. Sadorsky, Perry, 1999. "Oil price shocks and stock market activity," Energy Economics, Elsevier, vol. 21(5), pages 449-469, October.
    25. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 59-82, Winter.
    26. Jones, Charles M & Kaul, Gautam, 1996. "Oil and the Stock Markets," Journal of Finance, American Finance Association, vol. 51(2), pages 463-491, June.
    27. Andreas Humpe & David G. McMillan & Mariam Camarero, 2020. "Macroeconomic variables and long-term stock market performance. A panel ARDL cointegration approach for G7 countries," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1816257-181, January.
    28. Gavin, Michael, 1989. "The stock market and exchange rate dynamics," Journal of International Money and Finance, Elsevier, vol. 8(2), pages 181-200, June.
    29. Colm Kearney & Kevin Daly, 1998. "The causes of stock market volatility in Australia," Applied Financial Economics, Taylor & Francis Journals, vol. 8(6), pages 597-605.
    30. repec:bla:ecorec:v:69:y:1993:i:205:p:163-78 is not listed on IDEAS
    31. Mark J. Flannery & Aris A. Protopapadakis, 2002. "Macroeconomic Factors Do Influence Aggregate Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 751-782.
    32. Fromentin, Vincent, 2022. "Time-varying causality between stock prices and macroeconomic fundamentals: Connection or disconnection?," Finance Research Letters, Elsevier, vol. 49(C).
    33. Andreas Humpe & Peter Macmillan, 2009. "Can macroeconomic variables explain long-term stock market movements? A comparison of the US and Japan," Applied Financial Economics, Taylor & Francis Journals, vol. 19(2), pages 111-119.
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