Nothing Special   »   [go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/fip/fedfpr/y2006inovx9.html
   My bibliography  Save this article

Financial innovations, idiosyncratic risk, and the joint evolution of real and financial volatilities

Author

Listed:
  • J. Christina Wang
Abstract
This paper presents a model in which financial innovations explain three widely discussed stylized facts regarding trends in economic volatility over the past two decades. Aggregate volatility of real variables such as output has fallen. In particular, the covariance between firm and industry activities has declined, and so has employment volatility for the majority of firms. In contrast, the volatility of quantities of financial variables has increased at both the firm and aggregate level. The model links these outcomes to a single hypothesized cause: advances in financial technology brought about by a declining cost of information processing. As a result, the marginal cost of external funds has likely declined, reducing the need for firms to smooth cash flows. Firms, trading off cash-flow vs. production smoothing, therefore have more incentive to smooth production. This explains why financial volatility may go up as real volatility goes down. Moreover, financial innovations have likely also altered the composition of volatility toward a greater share of idiosyncratic risk, by facilitating diversification and thus lowering the premium demanded on idiosyncratic risk. At the margin, the cost advantage to projects with idiosyncratic returns reduces the covariance of financial as well as real activities across firms. Since variance and covariance of real quantities trend in the same direction, real aggregate volatility declines. But the net effect on financial variables is ambiguous and so can yield greater aggregate volatility. The paper then presents evidence that the share of idiosyncratic risk has risen in bank portfolios, indicating that the same has occurred for individual borrowers as well.

Suggested Citation

  • J. Christina Wang, 2006. "Financial innovations, idiosyncratic risk, and the joint evolution of real and financial volatilities," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
  • Handle: RePEc:fip:fedfpr:y:2006:i:nov:x:9
    as

    Download full text from publisher

    File URL: https://www.frbsf.org/wp-content/uploads/7_Wang.pdf
    File Function: Full Text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Urban J. Jermann & Vincenzo Quadrini, 2006. "Financial innovations and macroeconomic volatility," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    3. Comin, Diego & Mulani, Sunil, 2009. "A theory of growth and volatility at the aggregate and firm level," Journal of Monetary Economics, Elsevier, vol. 56(8), pages 1023-1042, November.
    4. James A. Kahn & Mark Bils, 2000. "What Inventory Behavior Tells Us about Business Cycles," American Economic Review, American Economic Association, vol. 90(3), pages 458-481, June.
    5. Guo, Hui & Savickas, Robert, 2006. "Idiosyncratic Volatility, Stock Market Volatility, and Expected Stock Returns," Journal of Business & Economic Statistics, American Statistical Association, vol. 24, pages 43-56, January.
    6. Owyang, Michael T. & Piger, Jeremy & Wall, Howard J., 2008. "A state-level analysis of the Great Moderation," Regional Science and Urban Economics, Elsevier, vol. 38(6), pages 578-589, November.
    7. Chordia, Tarun & Subrahmanyam, Avanidhar & Anshuman, V. Ravi, 2001. "Trading activity and expected stock returns," Journal of Financial Economics, Elsevier, vol. 59(1), pages 3-32, January.
    8. Valerie A. Ramey & Daniel J. Vine, 2004. "Tracking the Source of the Decline in GDP Volatility: An Analysis of the Automobile Industry," NBER Working Papers 10384, National Bureau of Economic Research, Inc.
    9. Hubbard, R Glenn & Kashyap, Anil K & Whited, Toni M, 1995. "International Finance and Firm Investment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(3), pages 683-701, August.
    10. JONATHAN McCARTHY & EGON ZAKRAJSEK, 2007. "Inventory Dynamics and Business Cycles: What Has Changed?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2-3), pages 591-613, March.
    11. Thesmar, David, 2004. "Financial Market Development and the Rise in Firm Level Uncertainty," CEPR Discussion Papers 4761, C.E.P.R. Discussion Papers.
    12. Olivier Blanchard & John Simon, 2001. "The Long and Large Decline in U.S. Output Volatility," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 32(1), pages 135-174.
    13. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    14. Donald P. Morgan & Bertrand Rime & Philip E. Strahan, 2004. "Bank Integration and State Business Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1555-1584.
    15. Donald Morgan & Bertrand Rime & Philip Strahan, 2003. "Bank Integration and State Business Cycles," NBER Working Papers 9704, National Bureau of Economic Research, Inc.
    16. Massa, Massimo & Gaspar, José-Miguel, 2004. "Idiosyncratic Volatility and Product Market Competition," CEPR Discussion Papers 4812, C.E.P.R. Discussion Papers.
    17. Chevalier, Judith A & Scharfstein, David S, 1996. "Capital-Market Imperfections and Countercyclical Markups: Theory and Evidence," American Economic Review, American Economic Association, vol. 86(4), pages 703-725, September.
    18. James A. Kahn & Margaret M. McConnell & Gabriel Perez-Quiros, 2002. "On the causes of the increased stability of the U.S. economy," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 183-202.
    19. Fama, Eugene F & French, Kenneth R, 1996. "Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    20. Stefan Krasa & Anne P. Villamil, 2000. "Optimal Contracts when Enforcement Is a Decision Variable," Econometrica, Econometric Society, vol. 68(1), pages 119-134, January.
    21. Demsetz, Rebecca S & Strahan, Philip E, 1997. "Diversification, Size, and Risk at Bank Holding Companies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 300-313, August.
    22. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hasan Cömert & Gerald Epstein, 2016. "Finansal Yenilik Yazinindaki Son Gelismeler," STPS Working Papers 1604, STPS - Science and Technology Policy Studies Center, Middle East Technical University, revised Jan 2016.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kevin J. Stiroh, 2009. "Volatility Accounting: A Production Perspective on Increased Economic Stability," Journal of the European Economic Association, MIT Press, vol. 7(4), pages 671-696, June.
    2. Louis J. Maccini & Adrian Pagan, 2006. "Inventories, Fluctuations and Business Cycles. Working paper #4," NCER Working Paper Series 4, National Centre for Econometric Research.
    3. Gerald A. Carlino & Robert Defina & Keith Sill, 2013. "The Long and Large Decline in State Employment Growth Volatility," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(2‐3), pages 521-534, March.
    4. Grydaki, Maria & Bezemer, Dirk, 2013. "The role of credit in the Great Moderation: A multivariate GARCH approach," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4615-4626.
    5. F. Owen Irvine & Scott Schuh, 2007. "The roles of comovement and inventory investment in the reduction of output volatility," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    6. James A. Kahn, 2008. "Durable goods inventories and the Great Moderation," Staff Reports 325, Federal Reserve Bank of New York.
    7. Goetz, Martin R. & Laeven, Luc & Levine, Ross, 2016. "Does the geographic expansion of banks reduce risk?," Journal of Financial Economics, Elsevier, vol. 120(2), pages 346-362.
    8. Steven J. Davis & James A. Kahn, 2008. "Interpreting the Great Moderation: Changes in the Volatility of Economic Activity at the Macro and Micro Levels," Journal of Economic Perspectives, American Economic Association, vol. 22(4), pages 155-180, Fall.
    9. Wang, Yuming & Ma, Jinpeng, 2014. "Excess volatility and the cross-section of stock returns," The North American Journal of Economics and Finance, Elsevier, vol. 27(C), pages 1-16.
    10. Paula Garda & Volker Ziemann, 2014. "Economic Policies and Microeconomic Stability: A Literature Review and Some Empirics," OECD Economics Department Working Papers 1115, OECD Publishing.
    11. Irvine, F. Owen & Schuh, Scott, 2005. "Inventory investment and output volatility," International Journal of Production Economics, Elsevier, vol. 93(1), pages 75-86, January.
    12. Pengfei Wang & Yi Wen & Zhiwei Xu, 2018. "Financial Development and Long-Run Volatility Trends," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 28, pages 221-251, April.
    13. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2011. "Recent trends in trading activity and market quality," Journal of Financial Economics, Elsevier, vol. 101(2), pages 243-263, August.
    14. Cakici, Nusret & Zaremba, Adam, 2021. "Liquidity and the cross-section of international stock returns," Journal of Banking & Finance, Elsevier, vol. 127(C).
    15. Donald Morgan & Bertrand Rime & Philip Strahan, 2003. "Bank Integration and State Business Cycles," NBER Working Papers 9704, National Bureau of Economic Research, Inc.
    16. Kewei Hou & Chen Xue & Lu Zhang, 2017. "Replicating Anomalies," NBER Working Papers 23394, National Bureau of Economic Research, Inc.
    17. Joachim Freyberger & Andreas Neuhierl & Michael Weber, 2020. "Dissecting Characteristics Nonparametrically," The Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2326-2377.
    18. Dynan, Karen E. & Elmendorf, Douglas W. & Sichel, Daniel E., 2006. "Can financial innovation help to explain the reduced volatility of economic activity?," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 123-150, January.
    19. Martin Goetz & Luc Laeven & Ross Levine, 2014. "Does the Geographic Expansion of Bank Assets Reduce Risk?," NBER Working Papers 20758, National Bureau of Economic Research, Inc.
    20. Bezemer, Dirk & Grydaki, Maria, 2014. "Nonfinancial sectors debt and the U.S. great moderation," Research Report 14030-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fip:fedfpr:y:2006:i:nov:x:9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Federal Reserve Bank of San Francisco Research Library (email available below). General contact details of provider: https://edirc.repec.org/data/frbsfus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.