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Does online observational learning matter? Empirical evidence from panel data

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  • Lu, Jian
  • Su, Xiang
  • Diao, Yajing
  • Wang, Nianxin
  • Zhou, Bin

Abstract

The information presented on a product sales page plays an important role in consumers' purchase decisions. This study examines the persuasive effect, whether a customer's choice is heavily driven by information inferred from others' behavior, and how these impacts are moderated by market age and product type. Results show that online customer choice was significantly affected by historical cumulative sales and times saved. Positive cumulative sales and shop service quality have a significant positive impact on product sales. The times saved have no direct impact on product sales. For different types of products, the times saved of experiential products has a significant impact on product sales, while the shop service quality information of search products has a greater impact on product sales. The influence of online observation learning on product sales will be significantly moderated by a combination of product type and market age. These findings not only offer important theoretical contributions to e-commerce research but also provide practical implications for online sellers and managers of social commerce platforms.

Suggested Citation

  • Lu, Jian & Su, Xiang & Diao, Yajing & Wang, Nianxin & Zhou, Bin, 2021. "Does online observational learning matter? Empirical evidence from panel data," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    • Handle: RePEc:eee:joreco:v:60:y:2021:i:c:s0969698921000461
    DOI: 10.1016/j.jretconser.2021.102480
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    1. Tianxiang Sheng & Chunlin Liu, 2010. "An empirical study on the effect of e‐service quality on online customer satisfaction and loyalty," Nankai Business Review International, Emerald Group Publishing Limited, vol. 1(3), pages 273-283, July.
    2. Becker, Gary S, 1991. "A Note on Restaurant Pricing and Other Examples of Social Influences on Price," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 1109-1116, October.
    3. 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.
    4. Nelson, Phillip, 1970. "Information and Consumer Behavior," Journal of Political Economy, University of Chicago Press, vol. 78(2), pages 311-329, March-Apr.
    5. Alba, Joseph W & Hutchinson, J Wesley, 1987. "Dimensions of Consumer Expertise," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 13(4), pages 411-454, March.
    6. 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.
    7. Rokonuzzaman, Md & Harun, Ahasan & Al-Emran, Md & Prybutok, Victor R., 2020. "An investigation into the link between consumer's product involvement and store loyalty: The roles of shopping value goals and information search as the mediating factors," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    8. Hongbin Cai & Yuyu Chen & Hanming Fang, 2009. "Observational Learning: Evidence from a Randomized Natural Field Experiment," American Economic Review, American Economic Association, vol. 99(3), pages 864-882, June.
    9. Bin Gu & Jaehong Park & Prabhudev Konana, 2012. "Research Note ---The Impact of External Word-of-Mouth Sources on Retailer Sales of High-Involvement Products," Information Systems Research, INFORMS, vol. 23(1), pages 182-196, March.
    10. Sushil Bikhchandani & Sunil Sharma, 2001. "Comportamiento gregario o de rebaño en los mercados financieros: una reseña," Boletín, CEMLA, vol. 0(1), pages 23-42, enero-mar.
    11. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    12. Duan, Wenjing & Gu, Bin & Whinston, Andrew B., 2008. "The dynamics of online word-of-mouth and product sales—An empirical investigation of the movie industry," Journal of Retailing, Elsevier, vol. 84(2), pages 233-242.
    13. Young-Jin Lee & Kartik Hosanagar & Yong Tan, 2015. "Do I Follow My Friends or the Crowd? Information Cascades in Online Movie Ratings," Management Science, INFORMS, vol. 61(9), pages 2241-2258, September.
    14. Sanjay Dhingra & Shelly Gupta & Ruchi Bhatt, 2020. "A Study of Relationship Among Service Quality of E-Commerce Websites, Customer Satisfaction, and Purchase Intention," International Journal of E-Business Research (IJEBR), IGI Global, vol. 16(3), pages 42-59, July.
    15. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    16. Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 1998. "Learning from the Behavior of Others: Conformity, Fads, and Informational Cascades," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 151-170, Summer.
    17. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    18. Fagerstrøm, Asle & Eriksson, Niklas & Sigurdsson, Valdimar, 2020. "Investigating the impact of Internet of Things services from a smartphone app on grocery shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
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    3. Wang, Qian & Chen, Hang, 2022. "Better or Worse? Effects of online promotion habits on customer value: An empirical study," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).

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