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The role of cognitive complexity and risk aversion in online herd behavior

Author

Listed:
  • G. Rejikumar

    (Kochi Campus)

  • Aswathy Asokan-Ajitha

    (Indian Institute of Management Amritsar)

  • Sofi Dinesh

    (Kochi Campus)

  • Ajay Jose

    (Life Insurance Corporation of India)

Abstract

This paper investigated the role of information related, social and customer characteristics in public information adoption tendencies of online customers to result in herding in e-commerce. E-commerce platforms contains numerous online reviews about products which have the potential to influence customers. We applied structural equation modeling and a 2 × 2 scenario experiment to empirically verify the effect of a few factors in creating online herding. Two levels of cognitive complexity (simple, complex) and risk aversion (risk averse, risk taker) formed the 2 × 2 factorial design. The study's primary finding was that a person with simple cognitive structure and risk avoidance tendency may exhibit higher intention to adopt public information and engage in herding. Information specific attributes contributed maximum towards information adoption and herding. Among sociological variables, only reputation concern significantly predicted both information adoption and herding. Theoretically, the study offered a framework to explore herding intentions online and augmented the observations from the information adoption model. The quality of concise information from credible sources significantly instigates adoption of public information contained in online reviews. From the perspective of marketers, having a better understanding of herding behaviors and its mechanisms can enable the e-commerce platform to reduce herding’s erosion on the wisdom of the crowd by optimizing its information structures (i.e., public information, private information, etc.).

Suggested Citation

  • G. Rejikumar & Aswathy Asokan-Ajitha & Sofi Dinesh & Ajay Jose, 2022. "The role of cognitive complexity and risk aversion in online herd behavior," Electronic Commerce Research, Springer, vol. 22(2), pages 585-621, June.
    • Handle: RePEc:spr:elcore:v:22:y:2022:i:2:d:10.1007_s10660-020-09451-y
    DOI: 10.1007/s10660-020-09451-y
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    as
    1. Laurens Rook, 2006. "An Economic Psychological Approach to Herd Behavior," Journal of Economic Issues, Taylor & Francis Journals, vol. 40(1), pages 75-95, March.
    2. Langley, David J. & Hoeve, Maarten C. & Ortt, J. Roland & Pals, Nico & van der Vecht, Bob, 2014. "Patterns of Herding and their Occurrence in an Online Setting," Journal of Interactive Marketing, Elsevier, vol. 28(1), pages 16-25.
    3. Gianluca Grimalda & Andreas Pondorfer & David P. Tracer, 2016. "Social image concerns promote cooperation more than altruistic punishment," Nature Communications, Nature, vol. 7(1), pages 1-8, November.
    4. Hahn, Volker, 2011. "Sequential aggregation of verifiable information," Journal of Public Economics, Elsevier, vol. 95(11), pages 1447-1454.
    5. Weihua Shi & Kenneth Zantow, 2010. "Why use internet banking? An irrational imitation model," International Journal of Banking, Accounting and Finance, Inderscience Enterprises Ltd, vol. 2(2), pages 156-175.
    6. Stephanie Watts Sussman & Wendy Schneier Siegal, 2003. "Informational Influence in Organizations: An Integrated Approach to Knowledge Adoption," Information Systems Research, INFORMS, vol. 14(1), pages 47-65, March.
    7. Sebastian Berger & Christoph Feldhaus & Axel Ockenfels, 2018. "A shared identity promotes herding in an information cascade game," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 4(1), pages 63-72, July.
    8. Lacetera, Nicola & Macis, Mario, 2010. "Social image concerns and prosocial behavior: Field evidence from a nonlinear incentive scheme," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 225-237, November.
    9. Gordon Walker & Bruce Kogut & Weijian Shan, 1997. "Social Capital, Structural Holes and the Formation of an Industry Network," Organization Science, INFORMS, vol. 8(2), pages 109-125, April.
    10. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    11. Dufour, Jean-Marie & Dagenais, Marcel G., 1985. "Durbin-Watson tests for serial correlation in regressions with missing observations," Journal of Econometrics, Elsevier, vol. 27(3), pages 371-381, March.
    12. Yang Liu & Juan Feng & Xiuwu Liao, 2017. "When Online Reviews Meet Sales Volume Information: Is More or Accurate Information Always Better?," Information Systems Research, INFORMS, vol. 28(4), pages 723-743, December.
    13. Hott, Christian, 2009. "Herding behavior in asset markets," Journal of Financial Stability, Elsevier, vol. 5(1), pages 35-56, January.
    14. Marios Koufaris, 2002. "Applying the Technology Acceptance Model and Flow Theory to Online Consumer Behavior," Information Systems Research, INFORMS, vol. 13(2), pages 205-223, June.
    15. Corazzini, Luca & Greiner, Ben, 2007. "Herding, social preferences and (non-)conformity," Economics Letters, Elsevier, vol. 97(1), pages 74-80, October.
    16. Gao, Shengyi & Mokhtarian, Patricia L. & Johnston, Robert A., 2008. "Non-normality of Data in Structural Equation Models," University of California Transportation Center, Working Papers qt7nf8f0v7, University of California Transportation Center.
    17. Devenow, Andrea & Welch, Ivo, 1996. "Rational herding in financial economics," European Economic Review, Elsevier, vol. 40(3-5), pages 603-615, April.
    18. Yupeng Liu & Yutao Yang, 2018. "Empirical Examination of Users’ Adoption of the Sharing Economy in China Using an Expanded Technology Acceptance Model," Sustainability, MDPI, vol. 10(4), pages 1-17, April.
    19. Qihua Liu & Shan Huang & Liyi Zhang, 2016. "The influence of information cascades on online purchase behaviors of search and experience products," Electronic Commerce Research, Springer, vol. 16(4), pages 553-580, December.
    20. Pech, Wesley & Milan, Marcelo, 2009. "Behavioral economics and the economics of Keynes," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(6), pages 891-902, December.
    21. Rani Hoitash & Murugappa (Murgie) Krishnan, 2008. "Herding, momentum and investor over-reaction," Review of Quantitative Finance and Accounting, Springer, vol. 30(1), pages 25-47, January.
    22. Xiao-Liang Shen & Kem Z.K. Zhang & Sesia J. Zhao, 2016. "Herd behavior in consumers’ adoption of online reviews," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(11), pages 2754-2765, November.
    23. Weiner, Bernard, 2000. "Attributional Thoughts about Consumer Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(3), pages 382-387, December.
    24. Yaseen S. Alhaj-Yaseen & Xi Rao, 2019. "Does Asymmetric Information Drive Herding? An Empirical Analysis," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 20(4), pages 451-470, October.
    25. Jacoby, Jacob, 1984. "Perspectives on Information Overload," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(4), pages 432-435, March.
    26. Baddeley, M. & Pillas, D. & Christopoulos, Y. & Schultz, W. & Tobler, P., 2007. "Herding And Social Pressure In Trading Tasks: A Behavioural Analysis," Cambridge Working Papers in Economics 0730, Faculty of Economics, University of Cambridge.
    27. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    28. Mr. Sunil Sharma & Sushil Bikhchandani, 2000. "Herd Behavior in Financial Markets: A Review," IMF Working Papers 2000/048, International Monetary Fund.
    29. J. M. Keynes, 1937. "The General Theory of Employment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 51(2), pages 209-223.
    30. Amy Wenxuan Ding & Shibo Li, 2019. "Herding in the consumption and purchase of digital goods and moderators of the herding bias," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 460-478, May.
    31. Fotini Economou & Christis Hassapis & Nikolaos Philippas, 2018. "Investors’ fear and herding in the stock market," Applied Economics, Taylor & Francis Journals, vol. 50(34-35), pages 3654-3663, July.
    32. John Hulland & Hans Baumgartner & Keith Marion Smith, 2018. "Marketing survey research best practices: evidence and recommendations from a review of JAMS articles," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 92-108, January.
    33. Fisher, Robert J, 1993. "Social Desirability Bias and the Validity of Indirect Questioning," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 20(2), pages 303-315, September.
    34. Kenneth A. Baerenklau, 2005. "Toward an Understanding of Technology Adoption: Risk, Learning, and Neighborhood Effects," Land Economics, University of Wisconsin Press, vol. 81(1).
    35. Natividad Blasco & Pilar Corredor & Elena Ferrer, 2018. "Analysts herding: when does sentiment matter?," Applied Economics, Taylor & Francis Journals, vol. 50(51), pages 5495-5509, November.
    36. James G. March & Zur Shapira, 1987. "Managerial Perspectives on Risk and Risk Taking," Management Science, INFORMS, vol. 33(11), pages 1404-1418, November.
    37. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    38. Gao, Shengyi & Mokhtarian, Patricia L. & Johnston, Robert A., 2008. "Non-normality of Data in Structural Equation Models," University of California Transportation Center, Working Papers qt7nf8f0v7, University of California Transportation Center.
    39. Sumeet Gupta & Haejung Yun & Heng Xu & Hee-Woong Kim, 2017. "An exploratory study on mobile banking adoption in Indian metropolitan and urban areas: a scenario-based experiment," Information Technology for Development, Taylor & Francis Journals, vol. 23(1), pages 127-152, January.
    40. Miriam J. Metzger, 2007. "Making sense of credibility on the Web: Models for evaluating online information and recommendations for future research," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(13), pages 2078-2091, November.
    41. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    42. Moon, Youngme, 2000. "Intimate Exchanges: Using Computers to Elicit Self-Disclosure from Consumers," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 26(4), pages 323-339, March.
    43. John R. Graham, 1999. "Herding among Investment Newsletters: Theory and Evidence," Journal of Finance, American Finance Association, vol. 54(1), pages 237-268, February.
    44. Stephen Morris & Hyun Song Shin, 2002. "Social Value of Public Information," American Economic Review, American Economic Association, vol. 92(5), pages 1521-1534, December.
    45. Dabholkar, Pratibha A, 1994. "Incorporating Choice into an Attitudinal Framework: Analyzing Models of Mental Comparison Processes," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(1), pages 100-118, June.
    46. Burnkrant, Robert E & Cousineau, Alain, 1975. "Informational and Normative Social Influence in Buyer Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 2(3), pages 206-215, December.
    47. Spassova, Gerri & Isen, Alice M., 2013. "Positive affect moderates the impact of assortment size on choice satisfaction," Journal of Retailing, Elsevier, vol. 89(4), pages 397-408.
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