The relation between mutual fund flows, stock returns and macroeconomic variables: evidence from Portugal

Júlio Lobão, André Levi


In this article we analyze the relations between mutual fund flows, stock market returns and macroeconomic variables during the period 2000-2012 inPortugal. We found evidence of a statistically significant positive co-movement between mutual fund flows and stock market returns which is consistent with a common reaction to information about future economic activity. Moreover, our results suggest that both mutual fund flows and stock market returns are forward-looking and help to forecast the evolution of macroeconomic variables. These results have relevant implications for all the decision-makers that need to forecast economic activity.


Mutual fund flows; stock returns; future economic activity; macroeconomic variables

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Birz, G. and Lott, J. R. (2011). The Effect of Macroeconomic News on Stock Returns: New Evidence From Newspaper Coverage. Journal of Banking & Finance, 35(11), 2791-2800.

Boyd, J., Jagannathan, R. and Hu, J. (2001). The Stock Market's Reaction to Unemployment News: Why Bad News is Usually Good for Stocks. NBER Working Paper nº 8092.

Chen, N. F., Roll, R. and Ross, S. A. (1986). Economic Forces and the Stock-Market. Journal of Business, 59(3), 383-403.

Coelho, M. (2005). Ensaios Sobre a Relação Entre Macroeconomia e Mercado Accionista (PhD Dissertation). Instituto Superior de Economia e Gestão, Universidade Técnica de Lisboa, Lisbon.

Delong, J. B., Shleifer, A., Summers, L. H. and Waldmann, R. J. (1990). Positive Feedback Investment Strategies and Destabilizing Rational Speculation. Journal of Finance, 45(2), 379-395.

Duca, G. (2007). The Relationship Between the Stock Market and the Economy: Experience from International Financial Markets. Bank of Valletta Review, 36, 1-12.

Edelen, R. M. and Warner, J. B. (2001). Aggregate Price Effects of Institutional Trading: A Study of Mutual Fund Flow and Market Returns. Journal of Financial Economics, 59(2), 195-220.

Edwards, F. R. and Zhang, X. (1998). Mutual Funds and Stock and Bond Market Stability. Journal of Financial Services Research, 13(3), 257-282.

Fama, E. F. (1970). Efficient Capital Markets - Review of Theory and Empirical Work. Journal of Finance, 25(2), 383-423.

Fama, E. F. (1981). Stock Returns, Real Activity, Inflation, and Money. American Economic Review, 71(4), 545-565.

Fama, E. F. (1990). Stock Returns, Expected Returns, and Real Activity. Journal of Finance, 45(4), 1089-1108.

Fama, E. F. and Schwert, G. W. (1977). Asset Returns and Inflation. Journal of Financial Economics, 5(2), 115-146.

Goetzmann, W. and Massa, M. (2003). Index Funds and Stock Market Growth. Journal of Business, 76(1), 1-28.

Harris, L. and Gurel, E. (1986). Price and Volume Effects Associated with Changes in the Standard-and-Poor-500 List - New Evidence for the Existence of Price Pressures. Journal of Finance, 41(4), 815-829.

Humphrey, J., Benson, K. L. and Brailsford, T. J. (2013). Do Fund Flow-Return Relations Depend on the Type of Investor? Abacus: A Journal of Accounting, Finance and Business Studies, 48(1), 34-45.

Indro, C. D. (2004). Does Mutual Fund Flow Reflect Investor Sentiment? Journal of Behavioral Finance, 5(2), 105-115.

Jaffe, J. F. and Mandelker, G. (1976). Fisher Effect for Risky Assets - Empirical-Investigation. Journal of Finance, 31(2), 447-458.

Jank, S. (2012). Mutual Fund Flows, Expected Returns, and the Real Economy. Journal of Banking & Finance, 36(11), 3060-2070.

Ludvigson, S. (2004). Consumer Confidence and Consumer Spending. Journal of Economic Perspectives, 18(3), 29-50.

Oh, N. Y. and Parwada, J. P. (2007). Relations Between Mutual Fund Flows and Stock Market Returns in Korea. Journal of International Financial Markets, Institutions & Money, 17(2), 335-351.

Pindyck, R. S. (1984). Risk, Inflation, and the Stock-Market. American Economic Review, 74(3)., 335-351.

Potter, M. (1986). The Dynamic Relationship Between Security Returns and Mutual Fund Flows (PhD dissertation). University of Massachusetts–Amherst, Massachusetts.

Rakowski, D. and Wang, X. X. (2009). The Dynamics of Short-Term Mutual Fund Flows and Returns: A Time-Series and Cross-Sectional Investigation. Journal of Banking & Finance, 33(11), 2102-2109.

Ritter, J. R. (2005). Economic Growth and Equity Return. Pacific-Basin Finance Journal, 13(5), 489-503.

Schwert, G. W. (1990). Stock Returns and Real Activity – a Century of Evidence. Journal of Finance., 45(4), 1237-1257.

Warther, V. A. (1995). Aggregate Mutual Fund Flows and Security Returns. Journal of Financial Economics, 39(2-3), 209-235.


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Portuguese Journal of Finance, Management and Accounting

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