IDEAS home Printed from https://ideas.repec.org/p/zbw/safewp/289595.html

Beyond connectivity: Stock market participation in a network

Author

Listed:
  • Balakina, Olga
  • Bäckman, Claes
  • Parakhoniak, Anastasiia

Abstract

What are the aggregate and distributional consequences of the relationship between an individual's social network and financial decisions? Motivated by several well-documented facts about the influence of social connections on financial decisions, we build and calibrate a model of stock market participation with a social network that emphasizes the interplay between connectivity and network structure. Since connections to informed agents help spread information, there is a pivotal role for factors that determine sorting among agents. An increase in the average number of connections raises the average participation rate, mostly due to richer agents. A higher degree of sorting benefits richer agents by creating clusters where information spreads more efficiently. We show empirical evidence consistent with the importance of connectivity and sorting. We discuss several new avenues for future research into the aggregate impact of peer effects in finance.

Suggested Citation

  • Balakina, Olga & Bäckman, Claes & Parakhoniak, Anastasiia, 2024. "Beyond connectivity: Stock market participation in a network," SAFE Working Paper Series 416, Leibniz Institute for Financial Research SAFE.
  • Handle: RePEc:zbw:safewp:289595
    DOI: 10.2139/ssrn.4763145
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/289595/1/1885244843.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.2139/ssrn.4763145?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Knüpfer, Samuli & Rantapuska, Elias & Sarvimäki, Matti, 2017. "Why does portfolio choice correlate across generations?," Bank of Finland Research Discussion Papers 25/2017, Bank of Finland.
    2. Raj Chetty & Matthew O. Jackson & Theresa Kuchler & Johannes Stroebel & Nathaniel Hendren & Robert B. Fluegge & Sara Gong & Federico Gonzalez & Armelle Grondin & Matthew Jacob & Drew Johnston & Martin, 2022. "Social capital I: measurement and associations with economic mobility," Nature, Nature, vol. 608(7921), pages 108-121, August.
    3. Abel, Andrew B, 1990. "Asset Prices under Habit Formation and Catching Up with the Joneses," American Economic Review, American Economic Association, vol. 80(2), pages 38-42, May.
    4. Ellora Derenoncourt & Chi Hyun Kim & Moritz Kuhn & Moritz Schularick, 2023. "Unemployment Risk, Portfolio Choice, and the Racial Wealth Gap," Working Papers 332, Princeton University, Department of Economics, Center for Economic Policy Studies..
    5. Duraj, Kamila & Grunow, Daniela & Chaliasos, Michael & Laudenbach, Christine & Siegel, Stephan, 2024. "Rethinking the stock market participation puzzle: A qualitative approach," SAFE Working Paper Series 441, Leibniz Institute for Financial Research SAFE.
    6. Mr. Sunil Sharma & Sushil Bikhchandani, 2000. "Herd Behavior in Financial Markets: A Review," IMF Working Papers 2000/048, International Monetary Fund.
    7. Eleonora Patacchini & Edoardo Rainone, 2017. "Social Ties and the Demand for Financial Services," Journal of Financial Services Research, Springer;Western Finance Association, vol. 52(1), pages 35-88, October.
    8. Matthew O. Jackson & Stephen M. Nei & Erik Snowberg & Leeat Yariv, 2022. "The Dynamics of Networks and Homophily," NBER Working Papers 30815, National Bureau of Economic Research, Inc.
    9. Peress, Joel, 2005. "Information vs. Entry Costs: What Explains U.S. Stock Market Evolution?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(3), pages 563-594, September.
    10. Vega-Redondo,Fernando, 2007. "Complex Social Networks," Cambridge Books, Cambridge University Press, number 9780521857406.
    11. A. B. Atkinson, 1975. "The Distribution of Wealth in Britain in the 1960s the Estate Duty Method Reexamined," NBER Chapters, in: The Personal Distribution of Income and Wealth, pages 277-328, National Bureau of Economic Research, Inc.
    12. Michael Bailey & Rachel Cao & Theresa Kuchler & Johannes Stroebel & Arlene Wong, 2018. "Social Connectedness: Measurement, Determinants, and Effects," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 259-280, Summer.
    13. Michael Haliassos & Thomas Jansson & Yigitcan Karabulut & Lauren Cohen, 2020. "Financial Literacy Externalities," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 950-989.
    14. Matthew O. Jackson, 2014. "Networks in the Understanding of Economic Behaviors," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 3-22, Fall.
    15. Joao F. Cocco, 2005. "Portfolio Choice in the Presence of Housing," The Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 535-567.
    16. Duraj, Kamila & Grunow, Daniela & Chaliasos, Michael & Laudenbach, Christine & Siegel, Stephan, 2024. "Rethinking the stock market participation puzzle: A qualitative approach," IMFS Working Paper Series 210, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
    17. Jere R. Behrman & Olivia S. Mitchell & Cindy K. Soo & David Bravo, 2012. "How Financial Literacy Affects Household Wealth Accumulation," American Economic Review, American Economic Association, vol. 102(3), pages 300-304, May.
    18. Alon Brav & George M. Constantinides & Christopher C. Geczy, 2002. "Asset Pricing with Heterogeneous Consumers and Limited Participation: Empirical Evidence," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 793-824, August.
    19. Matthew Elliott & Benjamin Golub & Matthew O. Jackson, 2014. "Financial Networks and Contagion," American Economic Review, American Economic Association, vol. 104(10), pages 3115-3153, October.
    20. Rawley Heimer, 2016. "Peer Pressure: Social Interaction and the Disposition Effect," Working Papers (Old Series) 1618, Federal Reserve Bank of Cleveland.
    21. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    22. Luc Arrondel & Hector Calvo-Pardo & Chryssi Giannitsarou & Michael Haliassos, 2022. "Informative social interactions," Post-Print halshs-03936145, HAL.
    23. Kaustia, Markku & Knüpfer, Samuli, 2012. "Peer performance and stock market entry," Journal of Financial Economics, Elsevier, vol. 104(2), pages 321-338.
    24. Angrisani, Marco & Burke, Jeremy & Lusardi, Annamaria & Mottola, Gary, 2023. "The evolution of financial literacy over time and its predictive power for financial outcomes: evidence from longitudinal data," Journal of Pension Economics and Finance, Cambridge University Press, vol. 22(4), pages 640-657, October.
    25. Anna D. Broido & Aaron Clauset, 2019. "Scale-free networks are rare," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    26. Eugene F. Fama & Kenneth R. French, 2002. "The Equity Premium," Journal of Finance, American Finance Association, vol. 57(2), pages 637-659, April.
    27. Panagiotis D Karampourniotis & Sameet Sreenivasan & Boleslaw K Szymanski & Gyorgy Korniss, 2015. "The Impact of Heterogeneous Thresholds on Social Contagion with Multiple Initiators," PLOS ONE, Public Library of Science, vol. 10(11), pages 1-15, November.
    28. Dimitris Georgarakos & Roman Inderst, 2011. "Financial Advice and Stock Market Participation," BCL working papers 51, Central Bank of Luxembourg.
    29. Khorunzhina, Natalia, 2013. "Structural estimation of stock market participation costs," Journal of Economic Dynamics and Control, Elsevier, vol. 37(12), pages 2928-2942.
    30. Leonardo Bursztyn & Florian Ederer & Bruno Ferman & Noam Yuchtman, 2014. "Understanding Mechanisms Underlying Peer Effects: Evidence From a Field Experiment on Financial Decisions," Econometrica, Econometric Society, vol. 82(4), pages 1273-1301, July.
    31. Haliassos, Michael & Bertaut, Carol C, 1995. "Why Do So Few Hold Stocks?," Economic Journal, Royal Economic Society, vol. 105(432), pages 1110-1129, September.
    32. repec:bla:jfinan:v:59:y:2004:i:1:p:137-163 is not listed on IDEAS
    33. Joël Peress, 2004. "Wealth, Information Acquisition, and Portfolio Choice," The Review of Financial Studies, Society for Financial Studies, vol. 17(3), pages 879-914.
    34. Venkatesh Bala & Sanjeev Goyal, 2000. "A Noncooperative Model of Network Formation," Econometrica, Econometric Society, vol. 68(5), pages 1181-1230, September.
    35. Andreas Fagereng & Luigi Guiso & Luigi Pistaferri, 2022. "Assortative Mating and Wealth Inequality," NBER Working Papers 29903, National Bureau of Economic Research, Inc.
    36. John Heaton & Deborah Lucas, 2000. "Portfolio Choice and Asset Prices: The Importance of Entrepreneurial Risk," Journal of Finance, American Finance Association, vol. 55(3), pages 1163-1198, June.
    37. Raj Chetty & Matthew O. Jackson & Theresa Kuchler & Johannes Stroebel & Nathaniel Hendren & Robert B. Fluegge & Sara Gong & Federico Gonzalez & Armelle Grondin & Matthew Jacob & Drew Johnston & Martin, 2022. "Social capital II: determinants of economic connectedness," Nature, Nature, vol. 608(7921), pages 122-134, August.
    38. Benjamin Bernard & Agostino Capponi & Joseph E. Stiglitz, 2022. "Bail-Ins and Bailouts: Incentives, Connectivity, and Systemic Stability," Journal of Political Economy, University of Chicago Press, vol. 130(7), pages 1805-1859.
    39. Rawley Z. Heimer, 2016. "Peer Pressure: Social Interaction and the Disposition Effect," The Review of Financial Studies, Society for Financial Studies, vol. 29(11), pages 3177-3209.
    40. Chari, V. V. & Kehoe, Patrick J., 2004. "Financial crises as herds: overturning the critiques," Journal of Economic Theory, Elsevier, vol. 119(1), pages 128-150, November.
    41. Laurent Bach & Laurent E. Calvet & Paolo Sodini, 2020. "Rich Pickings? Risk, Return, and Skill in Household Wealth," American Economic Review, American Economic Association, vol. 110(9), pages 2703-2747, September.
    42. Lelarge, Marc, 2012. "Diffusion and cascading behavior in random networks," Games and Economic Behavior, Elsevier, vol. 75(2), pages 752-775.
    43. Briggs, Joseph & Cesarini, David & Lindqvist, Erik & Östling, Robert, 2021. "Windfall gains and stock market participation," Journal of Financial Economics, Elsevier, vol. 139(1), pages 57-83.
    44. YiLi Chien & Paul Morris, 2017. "Household Participation in Stock Market Varies Widely by State," The Regional Economist, Federal Reserve Bank of St. Louis, vol. 25(3).
    45. Andreas Fagereng & Luigi Guiso & Davide Malacrino & Luigi Pistaferri, 2020. "Heterogeneity and Persistence in Returns to Wealth," Econometrica, Econometric Society, vol. 88(1), pages 115-170, January.
    46. Mankiw, N. Gregory & Zeldes, Stephen P., 1991. "The consumption of stockholders and nonstockholders," Journal of Financial Economics, Elsevier, vol. 29(1), pages 97-112, March.
    47. Vega-Redondo,Fernando, 2007. "Complex Social Networks," Cambridge Books, Cambridge University Press, number 9780521674096.
    48. Arrondel, Luc & Calvo-Pardo, Hector & Giannitsarou, Chryssi & Haliassos, Michael, 2022. "Informative social interactions," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 246-263.
    49. Luc Arrondel & Hector Calvo-Pardo & Chryssi Giannitsarou & Michael Haliassos, 2022. "Informative social interactions," PSE-Ecole d'économie de Paris (Postprint) halshs-03936145, HAL.
    50. Joao F. Cocco, 2005. "Consumption and Portfolio Choice over the Life Cycle," The Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 491-533.
    51. Rawley Heimer & David Simon, 2015. "Facebook Finance: How Social Interaction Propagates Active Investing," Working Papers (Old Series) 1522, Federal Reserve Bank of Cleveland.
    52. Manuel Ammann & Nic Schaub, 2021. "Do Individual Investors Trade on Investment-Related Internet Postings?," Management Science, INFORMS, vol. 67(9), pages 5679-5702, September.
    53. Hamed Amini & Rama Cont & Andreea Minca, 2016. "Resilience To Contagion In Financial Networks," Mathematical Finance, Wiley Blackwell, vol. 26(2), pages 329-365, April.
    54. Merton, Robert C, 1969. "Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case," The Review of Economics and Statistics, MIT Press, vol. 51(3), pages 247-257, August.
    55. Brad Cannon & David Hirshleifer & Joshua Thornton, 2024. "Friends with Benefits: Social Capital and Household Financial Behavior," NBER Working Papers 32186, National Bureau of Economic Research, Inc.
    56. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    57. Franklin Allen & Douglas Gale, 2000. "Financial Contagion," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 1-33, February.
    58. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2008. "Trusting the Stock Market," Journal of Finance, American Finance Association, vol. 63(6), pages 2557-2600, December.
    59. Jeffrey R. Brown & Zoran Ivković & Paul A. Smith & Scott Weisbenner, 2008. "Neighbors Matter: Causal Community Effects and Stock Market Participation," Journal of Finance, American Finance Association, vol. 63(3), pages 1509-1531, June.
    60. Steffen Andersen & Kasper Meisner Nielsen, 2011. "Participation Constraints in the Stock Market: Evidence from Unexpected Inheritance Due to Sudden Death," The Review of Financial Studies, Society for Financial Studies, vol. 24(5), pages 1667-1697.
    61. Mehra, Rajnish & Prescott, Edward C., 1985. "The equity premium: A puzzle," Journal of Monetary Economics, Elsevier, vol. 15(2), pages 145-161, March.
    62. Marianne Bertrand & Emir Kamenica, 2023. "Coming Apart? Cultural Distances in the United States over Time," American Economic Journal: Applied Economics, American Economic Association, vol. 15(4), pages 100-141, October.
    63. Hvide, Hans K. & Östberg, Per, 2015. "Social interaction at work," Journal of Financial Economics, Elsevier, vol. 117(3), pages 628-652.
    64. Han, Bing & Hirshleifer, David & Walden, Johan, 2022. "Social Transmission Bias and Investor Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 57(1), pages 390-412, February.
    65. Paige Ouimet & Geoffrey Tate, 2020. "Learning from Coworkers: Peer Effects on Individual Investment Decisions," Journal of Finance, American Finance Association, vol. 75(1), pages 133-172, February.
    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. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    2. Duraj, Kamila & Grunow, Daniela & Chaliasos, Michael & Laudenbach, Christine & Siegel, Stephan, 2024. "Rethinking the stock market participation puzzle: A qualitative approach," IMFS Working Paper Series 210, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
    3. Duraj, Kamila & Grunow, Daniela & Chaliasos, Michael & Laudenbach, Christine & Siegel, Stephan, 2024. "Rethinking the stock market participation puzzle: A qualitative approach," SAFE Working Paper Series 441, Leibniz Institute for Financial Research SAFE.
    4. Kamila Duraj & Daniela Grunow & Michael Haliassos & Christine Laudenbach & Stephan Siegel, 2025. "Rethinking the Stock Market Participation Puzzle: A Qualitative Approach," CESifo Working Paper Series 11980, CESifo.
    5. Escobar, Laura & Pedraza, Alvaro, 2023. "Active trading and (poor) performance: The social transmission channel," Journal of Financial Economics, Elsevier, vol. 150(1), pages 139-165.
    6. Guiso, Luigi & Sodini, Paolo, 2013. "Household Finance: An Emerging Field," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1397-1532, Elsevier.
    7. 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).
    8. Briggs, Joseph & Cesarini, David & Lindqvist, Erik & Östling, Robert, 2021. "Windfall gains and stock market participation," Journal of Financial Economics, Elsevier, vol. 139(1), pages 57-83.
    9. Ya-Fang Cheng & Eugene Burgos Mutuc & Fu-Sheng Tsai & Kun-Hwa Lu & Chien-Ho Lin, 2018. "Social Capital and Stock Market Participation via Technologies: The Role of Households’ Risk Attitude and Cognitive Ability," Sustainability, MDPI, vol. 10(6), pages 1-14, June.
    10. Lu, Xiaomeng & Guo, Jiaojiao & Gan, Li, 2020. "International comparison of household asset allocation: Micro-evidence from cross-country comparisons," Emerging Markets Review, Elsevier, vol. 43(C).
    11. Liang, Pinghan & Guo, Shiqi, 2015. "Social interaction, Internet access and stock market participation—An empirical study in China," Journal of Comparative Economics, Elsevier, vol. 43(4), pages 883-901.
    12. Valcanover, Vanessa Martins & Costa Jr, Newton da & Vieira, Kelmara Mendes, 2024. "Brazilian investors' susceptibility to interpersonal influence: Impacts on risk tolerance and the disposition effect," Journal of Behavioral and Experimental Finance, Elsevier, vol. 44(C).
    13. Müller, Karsten & Pan, Yuanyuan & Schwarz, Carlo, 2023. "Social Media and Stock Market Participation," CEPR Discussion Papers 18445, Centre for Economic Policy Research.
    14. Korniotis, George & Bonaparte, Yosef & Kumar, Alok, 2020. "Income Risk and Stock Market Entry/Exit Decisions," CEPR Discussion Papers 15370, Centre for Economic Policy Research.
    15. Sha, Yezhou & Wang, Zilong & Yin, Zhichao, 2024. "House purchase restriction and stock market participation: Unveiling the role of nonpecuniary consideration," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 390-406.
    16. George M. Constantinides, 2002. "Rational Asset Prices," Journal of Finance, American Finance Association, vol. 57(4), pages 1567-1591, August.
    17. Bing Han & David Hirshleifer & Johan Walden, 2023. "Visibility Bias in the Transmission of Consumption Beliefs and Undersaving," Journal of Finance, American Finance Association, vol. 78(3), pages 1647-1704, June.
    18. Krull, Sebastian & Loschelder, David D. & Pelster, Matthias, 2024. "The impact of (social) anchors on Prospect Theory’s value function," The Quarterly Review of Economics and Finance, Elsevier, vol. 98(C).
    19. Da Ke, 2021. "Who Wears the Pants? Gender Identity Norms and Intrahousehold Financial Decision‐Making," Journal of Finance, American Finance Association, vol. 76(3), pages 1389-1425, June.
    20. Wang, Minglu & Zhao, Shuchen & Jing, Peng, 2026. "Do peer effects in stock market participation enhance household portfolio efficiency? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 105(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:zbw:safewp:289595. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/csafede.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.