IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i4p3385-d1066449.html
   My bibliography  Save this article

Information Searching from New Media and Households’ Investment in Risky Assets: New Evidence from a Quasi-Natural Experiment

Author

Listed:
  • Feng Zhao

    (School of Software and Microelectronics, Peking University, Beijing 100871, China)

  • Youzhi Xiao

    (State Information Center, Beijing 100045, China)

Abstract

In 2010, Google withdrew from mainland China unexpectedly, which is an important issue that significantly changed the information acquisition environment in China. After that, Baidu has dominated a search engine in China, which provides less informative results. We use Google’s withdrawal from mainland China as a quasi-experiment and the data from Chinese General Social Survey (CGSS) to test the relationship between the information searching in new media and household investment in risky assets. By using the difference-in-difference method, we find that Google’s withdrawal from mainland China significantly decreased households’ willingness to invest in risky assets. The results are robust after parallel trend test, PSM–DID, entropy balancing, placebo test, as well as changing the control and treatment group, using a Logit model and excluding other factors. As for the heterogeneity, the effects are different among females and males, rural and urban residents, and residents with different incomes. As for the plausible channels, we find that Google’s withdrawal from mainland China significantly affected firms’ information disclosure quality, the convenience of getting information and the risk preference, by which their investment behaviors are affected.

Suggested Citation

  • Feng Zhao & Youzhi Xiao, 2023. "Information Searching from New Media and Households’ Investment in Risky Assets: New Evidence from a Quasi-Natural Experiment," Sustainability, MDPI, vol. 15(4), pages 1-25, February.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:4:p:3385-:d:1066449
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/4/3385/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/4/3385/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zoran Ivković & Scott Weisbenner, 2005. "Local Does as Local Is: Information Content of the Geography of Individual Investors' Common Stock Investments," Journal of Finance, American Finance Association, vol. 60(1), pages 267-306, February.
    2. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    3. John M. Griffin & Nicholas H. Hirschey & Patrick J. Kelly, 2011. "How Important Is the Financial Media in Global Markets?," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 3941-3992.
    4. Joel Peress, 2014. "The Media and the Diffusion of Information in Financial Markets: Evidence from Newspaper Strikes," Journal of Finance, American Finance Association, vol. 69(5), pages 2007-2043, October.
    5. Luigi Guiso & Tullio Jappelli, 2005. "Awareness and Stock Market Participation," Review of Finance, European Finance Association, vol. 9(4), pages 537-567.
    6. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    7. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    8. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    9. Glenn Ellison & Drew Fudenberg, 1995. "Word-of-Mouth Communication and Social Learning," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 93-125.
    10. Leonardo Becchetti & Stefano Caiazza & Decio Coviello, 2013. "Financial education and investment attitudes in high schools: evidence from a randomized experiment," Applied Financial Economics, Taylor & Francis Journals, vol. 23(10), pages 817-836, May.
    11. Ackert, Lucy F. & Church, Bryan & Jayaraman, Narayanan, 2001. "An experimental study of circuit breakers: The effects of mandated market closures and temporary halts on market behavior," Journal of Financial Markets, Elsevier, vol. 4(2), pages 185-208, April.
    12. Zhiwei Xu & Wanwan Si & Huilin Song & Liang Yao & Kaibiao Xiang & Zhenmin Cheng, 2022. "Empirical Analysis of Population Urbanization and Residents’ Life Satisfaction—Based on 2017 CGSS," Sustainability, MDPI, vol. 14(13), pages 1-19, June.
    13. Shum, Pauline & Faig, Miquel, 2006. "What explains household stock holdings?," Journal of Banking & Finance, Elsevier, vol. 30(9), pages 2579-2597, September.
    14. 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.
    15. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    16. Sarah Brown & Karl Taylor, 2008. "Household debt and financial assets: evidence from Germany, Great Britain and the USA," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(3), pages 615-643, June.
    17. Jeffrey L. Hoopes & Daniel H. Reck & Joel Slemrod, 2015. "Taxpayer Search for Information: Implications for Rational Attention," American Economic Journal: Economic Policy, American Economic Association, vol. 7(3), pages 177-208, August.
    18. 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.
    19. Chemmanur, Thomas & Yan, An, 2009. "Product market advertising and new equity issues," Journal of Financial Economics, Elsevier, vol. 92(1), pages 40-65, April.
    20. Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
    21. Bannier, Christina E. & Neubert, Milena, 2016. "Gender differences in financial risk taking: The role of financial literacy and risk tolerance," Economics Letters, Elsevier, vol. 145(C), pages 130-135.
    22. Harry Markowitz, 1952. "The Utility of Wealth," Journal of Political Economy, University of Chicago Press, vol. 60(2), pages 151-151.
    23. Xu, Yongxin & Xuan, Yuhao & Zheng, Gaoping, 2021. "Internet searching and stock price crash risk: Evidence from a quasi-natural experiment," Journal of Financial Economics, Elsevier, vol. 141(1), pages 255-275.
    24. Hyunyoung Choi & Hal Varian, 2012. "Predicting the Present with Google Trends," The Economic Record, The Economic Society of Australia, vol. 88(s1), pages 2-9, June.
    25. Camelia M. Kuhnen & Brian T. Melzer, 2018. "Noncognitive Abilities and Financial Delinquency: The Role of Self‐Efficacy in Avoiding Financial Distress," Journal of Finance, American Finance Association, vol. 73(6), pages 2837-2869, December.
    26. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    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. repec:bla:jfinan:v:59:y:2004:i:1:p:137-163 is not listed on IDEAS
    29. Michael S. Drake & Darren T. Roulstone & Jacob R. Thornock, 2012. "Investor Information Demand: Evidence from Google Searches Around Earnings Announcements," Journal of Accounting Research, Wiley Blackwell, vol. 50(4), pages 1001-1040, September.
    30. Jawad M. Addoum, 2017. "Household Portfolio Choice and Retirement," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 870-883, December.
    31. Casey Dougal & Joseph Engelberg & Diego García & Christopher A. Parsons, 2012. "Journalists and the Stock Market," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 639-679.
    32. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    33. Roger K. Loh, 2010. "Investor Inattention and the Underreaction to Stock Recommendations," Financial Management, Financial Management Association International, vol. 39(3), pages 1223-1252, September.
    34. Mark Grinblatt & Matti Keloharju & Juhani Linnainmaa, 2011. "IQ and Stock Market Participation," Journal of Finance, American Finance Association, vol. 66(6), pages 2121-2164, December.
    35. Harrison Hong & Jeffrey D. Kubik, 2003. "Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts," Journal of Finance, American Finance Association, vol. 58(1), pages 313-351, February.
    36. Wang, Jinxian & Wang, Chen & Li, Sihao & Luo, Zhi, 2021. "Measurement of relative welfare poverty and its impact on happiness in China: Evidence from CGSS," China Economic Review, Elsevier, vol. 69(C).
    37. Bogan, Vicki, 2008. "Stock Market Participation and the Internet," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 191-211, March.
    38. Joseph E. Engelberg & Christopher A. Parsons, 2011. "The Causal Impact of Media in Financial Markets," Journal of Finance, American Finance Association, vol. 66(1), pages 67-97, February.
    39. John C. Easterwood & Stacey R. Nutt, 1999. "Inefficiency in Analysts' Earnings Forecasts: Systematic Misreaction or Systematic Optimism?," Journal of Finance, American Finance Association, vol. 54(5), pages 1777-1797, October.
    40. Jacobsen, Stacey, 2014. "The death of the deal: Are withdrawn acquisition deals informative of CEO quality?," Journal of Financial Economics, Elsevier, vol. 114(1), pages 54-83.
    41. Yongbo Ge & Hongyu Chen & Liping Zou & Zhuojun Zhou, 2021. "Political Background and Household Financial Asset Allocation in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(4), pages 1232-1246, March.
    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. Xu, Yongxin & Xuan, Yuhao & Zheng, Gaoping, 2021. "Internet searching and stock price crash risk: Evidence from a quasi-natural experiment," Journal of Financial Economics, Elsevier, vol. 141(1), pages 255-275.
    2. Lorenz Meister & Karla Schulze, 2022. "How Shocks Affect Stock Market Participation," DIW Roundup: Politik im Fokus 142, DIW Berlin, German Institute for Economic Research.
    3. 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.
    4. Yi Li & Dehua Shen & Pengfei Wang & Wei Zhang, 2021. "Investor reactions to local and overseas news: Evidence from A‐ and H‐shares in China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4190-4225, July.
    5. Vaarmets, Tarvo & Liivamägi, Kristjan & Talpsepp, Tõnn, 2019. "From academic abilities to occupation: What drives stock market participation?," Emerging Markets Review, Elsevier, vol. 39(C), pages 83-100.
    6. Sandra E Black & Paul J Devereux & Petter Lundborg & Kaveh Majlesi, 2018. "Learning to Take Risks? The Effect of Education on Risk-Taking in Financial Markets," Review of Finance, European Finance Association, vol. 22(3), pages 951-975.
    7. Di Giuli, Alberta & Laux, Paul A., 2022. "The effect of media-linked directors on financing and external governance," Journal of Financial Economics, Elsevier, vol. 145(2), pages 103-131.
    8. Ding, Rong & Hou, Wenxuan & Liu, Yue (Lucy) & Zhang, John Ziyang, 2018. "Media censorship and stock price: Evidence from the foreign share discount in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 55(C), pages 112-133.
    9. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    10. Luc Arrondel, 2020. "Financial literacy and French behaviour on the stock market," Working Papers halshs-02505320, HAL.
    11. Saadon, Yossi & Schreiber, Ben Z., 2023. "Newspapers tone and the overnight-intraday stock return anomaly," Journal of Financial Markets, Elsevier, vol. 65(C).
    12. Christelis, Dimitris & Georgarakos, Dimitris & Haliassos, Michael, 2011. "Stockholding: Participation, location, and spillovers," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 1918-1930, August.
    13. 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).
    14. Li, Qize & Brounen, Dirk & Li, Jianjun & Wei, Xu, 2022. "Social interactions and Chinese households’ participation in the risky financial market," Finance Research Letters, Elsevier, vol. 49(C).
    15. Feipeng Zhang & Yun Hong & Yanhui Jiang & Jiayi Yu, 2022. "Impact of national media reporting concerning COVID-19 on stock market in China: empirical evidence from a quantile regression," Applied Economics, Taylor & Francis Journals, vol. 54(33), pages 3861-3881, July.
    16. 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.
    17. E. Black, Sandra & J. Devereux, Paul & Lundborg, Etter & Majlesi, Kaveh, 2016. "No. 2015/2 :Learning to Take Risks? The Effects of Education on Risk-Taking in Finacial Markets," Knut Wicksell Working Paper Series 2015/2, Lund University, Knut Wicksell Centre for Financial Studies.
    18. Xiaoyu Wu & Jianmei Zhao, 2020. "Risk sharing, siblings, and household equity investment: evidence from urban China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(2), pages 461-482, April.
    19. Naumer, Hans-Jörg, 2023. "TV media sentiment, mutual fund flows and portfolio choice: They do not put their money where their sentiment is," Research in International Business and Finance, Elsevier, vol. 66(C).
    20. Agarwal, Shweta & Kumar, Shailendra & Goel, Utkarsh, 2019. "Stock market response to information diffusion through internet sources: A literature review," International Journal of Information Management, Elsevier, vol. 45(C), pages 118-131.

    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:gam:jsusta:v:15:y:2023:i:4:p:3385-:d:1066449. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.