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Output and stock prices: an examination of the relationship over 200 years

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  • David G. McMillan
  • Mark E. Wohar

Abstract

Using data spanning 200 years we examine the nature of the long-run cointegrating behaviour between real output and real stock prices. A standard cointegration framework demonstrates that such a long-run relationship exists with both variables exhibiting significant equilibrium reversion, albeit quicker for stock prices. To further examine the nature of the equilibrium we consider two exercises. First, we consider possible time-variation in the cointegrating vector, for which we find evidence. Second, we separate the fundamental and bubble components within stock prices. Our results indicate that failure to account for these two issues can lead to errors in determining the nature of any disequilibrium between the two series, including the size and sign of the disequilibrium. Furthermore, our results reveal that the bubble component has a significant impact on future values of output growth. An out-of-sample forecasting exercise for returns shows that the time-varying model performs best and may beat the market. These results have implications for policy-makers and market practitioners alike. For the former, they are interested in the impact of stock market behaviour of the real economy, while the latter group are interested in any possible information about future stock prices.

Suggested Citation

  • David G. McMillan & Mark E. Wohar, 2012. "Output and stock prices: an examination of the relationship over 200 years," Applied Financial Economics, Taylor & Francis Journals, vol. 22(19), pages 1615-1629, October.
  • Handle: RePEc:taf:apfiec:v:22:y:2012:i:19:p:1615-1629
    DOI: 10.1080/09603107.2012.669461
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    References listed on IDEAS

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    1. Geoffrey H. Moore, 1983. "Business Cycles, Inflation, and Forecasting, 2nd edition," NBER Books, National Bureau of Economic Research, Inc, number moor83-1.
    2. Geoffrey H. Moore, 1983. "Introductory pages to "Business Cycles, Inflation, and Forecasting, 2nd edition"," NBER Chapters, in: Business Cycles, Inflation, and Forecasting, 2nd edition, pages -25, National Bureau of Economic Research, Inc.
    3. Geoffrey H. Moore, 1983. "Appendices to "Business Cycles, Inflation, and Forecasting, 2nd edition"," NBER Chapters, in: Business Cycles, Inflation, and Forecasting, 2nd edition, pages 453-473, National Bureau of Economic Research, Inc.
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    1. Tiwari, Aviral Kumar & Bhattacharyya, Malay & Das, Debojyoti & Shahbaz, Muhammad, 2018. "Output and stock prices: New evidence from the robust wavelet approach," Finance Research Letters, Elsevier, vol. 27(C), pages 154-160.
    2. Pär Österholm, 2016. "The Long-run Relationship Between Stock Prices and GDP in Sweden," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 45(2), pages 283-297, July.
    3. David G. McMillan, 2021. "Predicting GDP growth with stock and bond markets: Do they contain different information?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3651-3675, July.
    4. Emmanuel Carré & Guillaume L’œillet, 2018. "The Literature on the Finance–Growth Nexus in the Aftermath of the Financial Crisis: A Review," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(1), pages 161-180, March.
    5. La Saidi & Pasrun Adam & Rostin & Zainuddin Saenong & Muh. Yani Balaka & Gamsir & Asmuddin & Salwiah, 2017. "The Effect of Stock Prices and Exchange Rates on Economic Growth in Indonesia," International Journal of Economics and Financial Issues, Econjournals, vol. 7(3), pages 527-533.
    6. McMillan, David G., 2021. "When and why do stock and bond markets predict US economic growth?," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 331-343.
    7. Emmanuel Carré & Guillaume L’Œillet, 2017. "Une revue de la littérature récente sur le nexus finance-croissance après la crise : apports, limites et pistes de recherche," Revue d'économie financière, Association d'économie financière, vol. 0(3), pages 271-290.

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