IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp10408.html
   My bibliography  Save this paper

Portfolio Allocation, Income Uncertainty and Households' Flight from Risk

Author

Listed:
  • Brown, Sarah

    (University of Sheffield)

  • Gray, Daniel

    (University of Sheffield)

  • Harris, Mark N.

    (Curtin University)

  • Spencer, Christopher

    (Loughborough University)

Abstract

Analysing the US Panel Study of Income Dynamics, we present a new empirical method to investigate the extent to which households reduce their financial risk exposure when confronted with background risk. Our novel modelling approach – termed a deflated fractional ordered probit model – quantifies how the overall asset composition in a portfolio adjusts with background risk, and is unique in recovering for, any given risky asset class, the shares that are reallocated to a safer asset category. Background risk exerts a significant impact on household portfolios, resulting in a 'flight from risk', away from riskier to safe assets.

Suggested Citation

  • Brown, Sarah & Gray, Daniel & Harris, Mark N. & Spencer, Christopher, 2016. "Portfolio Allocation, Income Uncertainty and Households' Flight from Risk," IZA Discussion Papers 10408, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp10408
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp10408.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Barasinska, Nataliya & Schäfer, Dorothea & Stephan, Andreas, 2012. "Individual Risk Attitudes and the Composition of Financial Portfolios: Evidence from German Household Portfolios," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 52(1), pages 1-14.
    2. Annette Vissing-Jorgensen, 2000. "Towards an Explanation of Household Portfolio Choice Heterogeneity: Nonfinancial Income and Participation Cost Structures," Econometric Society World Congress 2000 Contributed Papers 1102, Econometric Society.
    3. Cardak, Buly A. & Wilkins, Roger, 2009. "The determinants of household risky asset holdings: Australian evidence on background risk and other factors," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 850-860, May.
    4. Olga Gorbachev, 2011. "Did Household Consumption Become More Volatile?," American Economic Review, American Economic Association, vol. 101(5), pages 2248-2270, August.
    5. Mark Kazarosian, 1997. "Precautionary Savings-A Panel Study," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 241-247, May.
    6. Guiso, Luigi & Jappelli, Tullio & Terlizzese, Daniele, 1996. "Income Risk, Borrowing Constraints, and Portfolio Choice," American Economic Review, American Economic Association, vol. 86(1), pages 158-172, March.
    7. King, Mervyn A. & Leape, Jonathan I., 1998. "Wealth and portfolio composition: Theory and evidence," Journal of Public Economics, Elsevier, vol. 69(2), pages 155-193, June.
    8. Carol C. Bertaut, 1998. "Stockholding Behavior Of U.S. Households: Evidence From The 1983-1989 Survey Of Consumer Finances," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 263-275, May.
    9. Christopher D. Carroll & Andrew A. Samwick, 1998. "How Important Is Precautionary Saving?," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 410-419, August.
    10. Darius Palia & Yaxuan Qi & Yangru Wu, 2014. "Heterogeneous Background Risks and Portfolio Choice: Evidence from Micro‐level Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(8), pages 1687-1720, December.
    11. Pratt, John W & Zeckhauser, Richard J, 1987. "Proper Risk Aversion," Econometrica, Econometric Society, vol. 55(1), pages 143-154, January.
    12. Richard Blundell & Hamish Low & Ian Preston, 2013. "Decomposing changes in income risk using consumption data," Quantitative Economics, Econometric Society, vol. 4(1), pages 1-37, March.
    13. Rosen, H.S.Harvey S. & Wu, Stephen, 2004. "Portfolio choice and health status," Journal of Financial Economics, Elsevier, vol. 72(3), pages 457-484, June.
    14. Richard Blundell & Ian Preston, 1998. "Consumption Inequality and Income Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(2), pages 603-640.
    15. Luc Arrondel & Hector Calvo Pardo & Xisco Oliver, 2010. "Temperance in Stock Market Participation: Evidence from France," Economica, London School of Economics and Political Science, vol. 77(306), pages 314-333, April.
    16. Markus K. Brunnermeier & Stefan Nagel, 2008. "Do Wealth Fluctuations Generate Time-Varying Risk Aversion? Micro-evidence on Individuals," American Economic Review, American Economic Association, vol. 98(3), pages 713-736, June.
    17. Spaenjers, Christophe & Spira, Sven Michael, 2015. "Subjective life horizon and portfolio choice," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 94-106.
    18. Bonaparte, Yosef & Korniotis, George M. & Kumar, Alok, 2014. "Income hedging and portfolio decisions," Journal of Financial Economics, Elsevier, vol. 113(2), pages 300-324.
    19. Richard Blundell & Luigi Pistaferri & Ian Preston, 2008. "Consumption Inequality and Partial Insurance," American Economic Review, American Economic Association, vol. 98(5), pages 1887-1921, December.
    20. Diaz-Serrano, Luis, 2005. "Labor income uncertainty, skewness and homeownership: A panel data study for Germany and Spain," Journal of Urban Economics, Elsevier, vol. 58(1), pages 156-176, July.
    21. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    22. Edwards, Ryan D, 2008. "Health Risk and Portfolio Choice," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 472-485.
    23. Kentaro Kawasaki & Erik Lichtenberg, 2014. "Econometric Analysis of Grading Standards: The Ordered Fractional Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 345-365.
    24. Manuel Arellano, 2014. "Uncertainty, Persistence, And Heterogeneity: A Panel Data Perspective," Journal of the European Economic Association, European Economic Association, vol. 12(5), pages 1127-1153, October.
    25. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    26. Miles S. Kimball, 1991. "Precautionary Motives for Holding Assets," NBER Working Papers 3586, National Bureau of Economic Research, Inc.
    27. Haliassos, Michael & Bertaut, Carol C, 1995. "Why Do So Few Hold Stocks?," Economic Journal, Royal Economic Society, vol. 105(432), pages 1110-1129, September.
    28. Fan, Elliott & Zhao, Ruoyun, 2009. "Health status and portfolio choice: Causality or heterogeneity?," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1079-1088, June.
    29. Berkowitz, Michael K. & Qiu, Jiaping, 2006. "A further look at household portfolio choice and health status," Journal of Banking & Finance, Elsevier, vol. 30(4), pages 1201-1217, April.
    30. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    31. Robst, John & Deitz, Richard & McGoldrick, KimMarie, 1999. "Income variability, uncertainty and housing tenure choice1," Regional Science and Urban Economics, Elsevier, vol. 29(2), pages 219-229, March.
    32. 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..
    33. Fratantoni, Michael C, 2001. "Homeownership, Committed Expenditure Risk, and the Stockholding Puzzle," Oxford Economic Papers, Oxford University Press, vol. 53(2), pages 241-259, April.
    Full references (including those not matched with items on IDEAS)

    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. Brown, Sarah & Gray, Daniel & Harris, Mark N. & Spencer, Christopher, 2021. "Household portfolio allocation, uncertainty, and risk," Journal of Empirical Finance, Elsevier, vol. 63(C), pages 96-117.
    2. Raslan Alzuabi & Sarah Brown & Daniel Gray & Mark N Harris & Christopher Spencer, 2022. "Household saving, health, and healthcare utilization in Japan [Stature, obesity, and portfolio choice]," Oxford Economic Papers, Oxford University Press, vol. 74(2), pages 473-497.
    3. Becker, Gideon, 2014. "The portfolio structure of German households: A multinomial fractional response approach with unobserved heterogeneity," University of Tübingen Working Papers in Business and Economics 74, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
    4. Cardak, Buly A. & Wilkins, Roger, 2009. "The determinants of household risky asset holdings: Australian evidence on background risk and other factors," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 850-860, May.
    5. Dana Goldman & Nicole Maestas, 2013. "Medical Expenditure Risk And Household Portfolio Choice," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(4), pages 527-550, June.
    6. Lijuan Xu & Abbas Ali Chandio & Jingyi Wang & Yuansheng Jiang, 2022. "Does Farmland Tenancy Improve Household Asset Allocation? Evidence from Rural China," Land, MDPI, vol. 12(1), pages 1-22, December.
    7. Raslan Alzuabi & Sarah Brown & Mark N. Harris & Karl Taylor, 2024. "Modelling the composition of household portfolios: A latent class approach," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(1), pages 243-275, February.
    8. Døskeland, Trond & Kværner, Jens, 2022. "Cancer and portfolio choice: Evidence from Norwegian register data," Other publications TiSEM 9efe1b52-789e-496a-84de-4, Tilburg University, School of Economics and Management.
    9. Trond Døskeland & Jens Soerlie Kvaerner, 2022. "Cancer and Portfolio Choice: Evidence from Norwegian Register Data [The age of reason: financial decisions over the life cycle and implications for regulation]," Review of Finance, European Finance Association, vol. 26(2), pages 407-442.
    10. Kronenberg, C. & van Kippersluis, H. & Rohde, K.I.M., 2014. "What drives the association between health and portfolio choice?," Health, Econometrics and Data Group (HEDG) Working Papers 14/27, HEDG, c/o Department of Economics, University of York.
    11. Angrisani, Marco & Atella, Vincenzo & Brunetti, Marianna, 2018. "Public health insurance and household portfolio Choices: Unravelling financial “Side Effects” of Medicare," Journal of Banking & Finance, Elsevier, vol. 93(C), pages 198-212.
    12. Arrondel, L. & Savignac, F., 2009. "Stockholding: Does housing wealth matter?," Working papers 266, Banque de France.
    13. David A. Love & Paul A. Smith, 2010. "Does health affect portfolio choice?," Health Economics, John Wiley & Sons, Ltd., vol. 19(12), pages 1441-1460, December.
    14. Kaustia, Markku & Conlin, Andrew & Luotonen, Niilo, 2023. "What drives stock market participation? The role of institutional, traditional, and behavioral factors," Journal of Banking & Finance, Elsevier, vol. 148(C).
    15. Nicholas Apergis & Christos Bouras, 2023. "Household choices on investing in financial risky assets: Do national institutional factors have their own merit?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 405-420, January.
    16. Zhongda Li & Lu Liu & Jiayu Shi & Yubing Sui, 2021. "Health insurance, risk attitudes, and household financial behavior," Health Economics, John Wiley & Sons, Ltd., vol. 30(5), pages 1239-1246, May.
    17. Luik, Marc-André & Berlemann, Michael, 2014. "Institutional Reform and Depositors’ Portfolio Choice: Evidence from Censored Quantile Regressions," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100291, Verein für Socialpolitik / German Economic Association.
    18. Stefani Milovanska-Farrington & Stephen Farrington, 2021. "Discipline, risk, and the endogeneity between financial decisionmaking and health," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 45(4), pages 596-636, October.
    19. Sofia Vale & Francisco Camões, 2017. "Housing valuation, wealth perception, and households’ portfolio composition," EcoMod2017 10565, EcoMod.
    20. Jiang, Chonghui & Ma, Yongkai & An, Yunbi, 2010. "An analysis of portfolio selection with background risk," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 3055-3060, December.

    More about this item

    Keywords

    fractional models; flight from risk; background risk; asset allocation;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp10408. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.