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Consequences of Information Feed Integration on User Engagement and Contribution: A Natural Experiment in an Online Knowledge-Sharing Community

Author

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  • Zike Cao

    (Department of Data Science and Engineering Management, School of Management, Zhejiang University, Hangzhou 310058, China)

  • Yingpeng Zhu

    (Department of Accounting and Information Management, Faculty of Business Administration, University of Macau, Taipa, Macau, China)

  • Gen Li

    (Department of Information Management and Business Intelligence, School of Management, Fudan University, Shanghai 200433, China)

  • Liangfei Qiu

    (Department of Information Systems and Operations Management, Warrington College of Business, University of Florida, Gainesville, Florida 32611)

Abstract

Many online communities that rely on effortful, voluntary content contributions offer additional content curation tools to facilitate social interactions and encourage user contributions. Any platform that offers two or more heterogeneous content types (e.g., expert knowledge and social posts) faces a choice about the presentation format: whether to display the content types separately or in an integrated information feed. We leverage a natural experiment on Zhihu, a Q&A platform that offers a social-interaction-oriented functionality called Ideas . Zhihu initially presented answers (expert knowledge content) and ideas (social posts) in two different information feeds, but the platform integrated ideas into the same information feed as answers in June 2019. We find that information feed integration significantly decreased user engagement with and contribution of both ideas and answers . We hypothesize that users decreased their engagement because the juxtaposition of incongruous types of content increased mindset switching and cognitive strain. This hypothesis is supported by an additional laboratory experiment. We also present evidence showing that contributions decreased both because of the decrease in engagement (weaker social recognition incentives) and because integration heightened concerns that posting ideas would dilute the contributor’s professional image. Our findings have important theoretical and practical implications for any platform that hosts heterogeneous content.

Suggested Citation

  • Zike Cao & Yingpeng Zhu & Gen Li & Liangfei Qiu, 2024. "Consequences of Information Feed Integration on User Engagement and Contribution: A Natural Experiment in an Online Knowledge-Sharing Community," Information Systems Research, INFORMS, vol. 35(3), pages 1114-1136, September.
    • Handle: RePEc:inm:orisre:v:35:y:2024:i:3:p:1114-1136
    DOI: 10.1287/isre.2022.0043
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    References listed on IDEAS

    as
    1. Lucas W. Davis, 2008. "The Effect of Driving Restrictions on Air Quality in Mexico City," Journal of Political Economy, University of Chicago Press, vol. 116(1), pages 38-81, February.
    2. Lynn Wu, 2013. "Social Network Effects on Productivity and Job Security: Evidence from the Adoption of a Social Networking Tool," Information Systems Research, INFORMS, vol. 24(1), pages 30-51, March.
    3. Hamilton, Ryan & Vohs, Kathleen D. & Sellier, Anne-Laure & Meyvis, Tom, 2011. "Being of two minds: Switching mindsets exhausts self-regulatory resources," Organizational Behavior and Human Decision Processes, Elsevier, vol. 115(1), pages 13-24, May.
    4. Chen, Xiaomeng & Forman, Christopher & Kummer, Michael E., 2021. "Chat more and contribute better: An empirical study of a knowledge-sharing community," ZEW Discussion Papers 21-061, ZEW - Leibniz Centre for European Economic Research.
    5. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    6. Russell W. Belk, 2013. "Extended Self in a Digital World," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(3), pages 477-500.
    7. Bettman, James R & Kakkar, Pradeep, 1977. "Effects of Information Presentation Format on Consumer Information Acquisition Strategies," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 3(4), pages 233-240, March.
    8. Catherine Hausman & David S. Rapson, 2018. "Regression Discontinuity in Time: Considerations for Empirical Applications," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 533-552, October.
    9. Michael L. Anderson, 2014. "Subways, Strikes, and Slowdowns: The Impacts of Public Transit on Traffic Congestion," American Economic Review, American Economic Association, vol. 104(9), pages 2763-2796, September.
    10. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    11. Scott K. Shriver & Harikesh S. Nair & Reto Hofstetter, 2013. "Social Ties and User-Generated Content: Evidence from an Online Social Network," Management Science, INFORMS, vol. 59(6), pages 1425-1443, June.
    12. Blake Ives & Scott Hamilton & Gordon B. Davis, 1980. "A Framework for Research in Computer-Based Management Information Systems," Management Science, INFORMS, vol. 26(9), pages 910-934, September.
    13. Maximilian Auffhammer & Ryan Kellogg, 2011. "Clearing the Air? The Effects of Gasoline Content Regulation on Air Quality," American Economic Review, American Economic Association, vol. 101(6), pages 2687-2722, October.
    14. Jie Lou & Yulin Fang & Kai H. Lim & Jerry Zeyu Peng, 2013. "Contributing high quantity and quality knowledge to online Q&A communities," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 64(2), pages 356-371, February.
    15. Jie Lou & Yulin Fang & Kai H. Lim & Jerry Zeyu Peng, 2013. "Contributing high quantity and quality knowledge to online Q&A communities," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 64(2), pages 356-371, February.
    16. Angela Y. Lee & Punam Anand Keller & Brian Sternthal, 2010. "Value from Regulatory Construal Fit: The Persuasive Impact of Fit between Consumer Goals and Message Concreteness," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(5), pages 735-747, February.
    17. Olivier Toubia & Andrew T. Stephen, 2013. "Intrinsic vs. Image-Related Utility in Social Media: Why Do People Contribute Content to Twitter?," Marketing Science, INFORMS, vol. 32(3), pages 368-392, May.
    18. Lei Xu & Tingting Nian & Luís Cabral, 2020. "What Makes Geeks Tick? A Study of Stack Overflow Careers," Management Science, INFORMS, vol. 66(2), pages 587-604, February.
    19. Ryan Hamilton & Kathleen D. Vohs & Anne-Laure Sellier & Tom Meyvis, 2011. "Being of two minds: Switching mindsets exhausts self-regulatory resources," Post-Print hal-00668671, HAL.
    20. Tingting Song & Qian Tang & Jinghua Huang, 2019. "Triadic Closure, Homophily, and Reciprocation: An Empirical Investigation of Social Ties Between Content Providers," Information Systems Research, INFORMS, vol. 30(3), pages 912-926, September.
    21. Paulo B. Goes & Chenhui Guo & Mingfeng Lin, 2016. "Do Incentive Hierarchies Induce User Effort? Evidence from an Online Knowledge Exchange," Information Systems Research, INFORMS, vol. 27(3), pages 497-516, September.
    22. Jiye Baek & Jesse Shore, 2020. "Forum Size and Content Contribution per Person: A Field Experiment," Management Science, INFORMS, vol. 66(12), pages 5906-5924, December.
    23. Jonathan W. Palmer, 2002. "Web Site Usability, Design, and Performance Metrics," Information Systems Research, INFORMS, vol. 13(2), pages 151-167, June.
    24. Meyers-Levy, Joan & Tybout, Alice M, 1989. "Schema Congruity as a Basis for Product Evaluation," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(1), pages 39-54, June.
    25. Pankaj Aggarwal & Ann L. McGill, 2007. "Is That Car Smiling at Me? Schema Congruity as a Basis for Evaluating Anthropomorphized Products," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(4), pages 468-479, June.
    26. S. Christian Wheeler & Richard E. Petty & George Y. Bizer, 2005. "Self-Schema Matching and Attitude Change: Situational and Dispositional Determinants of Message Elaboration," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 31(4), pages 787-797, March.
    27. Liangfei Qiu & Subodha Kumar, 2017. "Understanding Voluntary Knowledge Provision and Content Contribution Through a Social-Media-Based Prediction Market: A Field Experiment," Information Systems Research, INFORMS, vol. 28(3), pages 529-546, September.
    28. Xiaoquan (Michael) Zhang & Feng Zhu, 2011. "Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia," American Economic Review, American Economic Association, vol. 101(4), pages 1601-1615, June.
    29. Jing Wang & Gen Li & Kai-Lung Hui, 2022. "Monetary Incentives and Knowledge Spillover: Evidence from a Natural Experiment," Management Science, INFORMS, vol. 68(5), pages 3549-3572, May.
    30. Jingchuan Pu & Yuan Chen & Liangfei Qiu & Hsing Kenneth Cheng, 2020. "Does Identity Disclosure Help or Hurt User Content Generation? Social Presence, Inhibition, and Displacement Effects," Information Systems Research, INFORMS, vol. 31(2), pages 297-322, June.
    31. Andrea Bonaccorsi & Silvia Giannangeli & Cristina Rossi, 2006. "Entry Strategies Under Competing Standards: Hybrid Business Models in the Open Source Software Industry," Management Science, INFORMS, vol. 52(7), pages 1085-1098, July.
    32. Axelrod, Robert, 1973. "Schema Theory: An Information Processing Model of Perception and Cognition," American Political Science Review, Cambridge University Press, vol. 67(4), pages 1248-1266, December.
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