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Understanding Chinese online users and their visits to websites: Application of Zipf's law

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  • Jiang, Qiqi
  • Tan, Chuan-Hoo
  • Phang, Chee Wei
  • Sutanto, Juliana
  • Wei, Kwok-Kee

Abstract

Competition for consumers to visit company websites has intensified in recent years. An important indicator of website popularity (and consequent survival) is the extent to which the website can draw consumer visits vis-à-vis other websites. A majority of the current understanding on consumer visits is limited to a single website, and leaves little knowledge on the performance of one website compared with others. In tracking the Internet usage behavior of 200 individuals in Mainland China for 30 consecutive days, we applied Zipf's law to identify the divergence points separating popular websites from non-popular ones. Two measurements were used, namely, visit traffic (number) and visit engagement (time spent). We observed that 94.87% of the entire visit traffic is devoted to 15.08% of all visited websites, whereas 84.63% of engagements are on the top 6.16% visited websites. These findings suggest that few websites accounted for the bulk of online traffic and time. Further, we segmented the dataset based on two key proxy variables of user demographics, which are gender and occupation. The findings on visit traffic remained salient after considering user segments, but the findings on website engagement varied across different user segments. Our further analysis, which categorized the visited websites by their main service, revealed the type of Internet users attracted to popular websites.

Suggested Citation

  • Jiang, Qiqi & Tan, Chuan-Hoo & Phang, Chee Wei & Sutanto, Juliana & Wei, Kwok-Kee, 2013. "Understanding Chinese online users and their visits to websites: Application of Zipf's law," International Journal of Information Management, Elsevier, vol. 33(5), pages 752-763.
  • Handle: RePEc:eee:ininma:v:33:y:2013:i:5:p:752-763
    DOI: 10.1016/j.ijinfomgt.2013.05.006
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    References listed on IDEAS

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    1. Teo, Thompson S. H. & Lim, Vivien K. G. & Lai, Raye Y. C., 1999. "Intrinsic and extrinsic motivation in Internet usage," Omega, Elsevier, vol. 27(1), pages 25-37, February.
    2. Hansen, Torben & Møller Jensen, Jan & Stubbe Solgaard, Hans, 2004. "Predicting online grocery buying intention: a comparison of the theory of reasoned action and the theory of planned behavior," International Journal of Information Management, Elsevier, vol. 24(6), pages 539-550.
    3. di Giovanni, Julian & Levchenko, Andrei A., 2013. "Firm entry, trade, and welfare in Zipf's world," Journal of International Economics, Elsevier, vol. 89(2), pages 283-296.
    4. Senecal, Sylvain & Kalczynski, Pawel J. & Nantel, Jacques, 2005. "Consumers' decision-making process and their online shopping behavior: a clickstream analysis," Journal of Business Research, Elsevier, vol. 58(11), pages 1599-1608, November.
    5. Granić, Andrina & Mitrović, Ivica & Marangunić, Nikola, 2011. "Exploring the usability of web portals: A Croatian case study," International Journal of Information Management, Elsevier, vol. 31(4), pages 339-349.
    6. Al-Mudimigh, Abdullah S. & Ullah, Zahid & Alsubaie, Talal Abdullah, 2011. "A framework for portal implementation: A case for Saudi organizations," International Journal of Information Management, Elsevier, vol. 31(1), pages 38-43.
    7. Réka Albert & Hawoong Jeong & Albert-László Barabási, 1999. "Diameter of the World-Wide Web," Nature, Nature, vol. 401(6749), pages 130-131, September.
    8. Xavier Gabaix, 1999. "Zipf's Law for Cities: An Explanation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 739-767.
    9. Hanna, Richard & Rohm, Andrew & Crittenden, Victoria L., 2011. "We're all connected: The power of the social media ecosystem," Business Horizons, Elsevier, vol. 54(3), pages 265-273, May.
    10. Xavier Gabaix, 1999. "Zipf's Law and the Growth of Cities," American Economic Review, American Economic Association, vol. 89(2), pages 129-132, May.
    11. Young-Hoon Park & Peter S. Fader, 2004. "Modeling Browsing Behavior at Multiple Websites," Marketing Science, INFORMS, vol. 23(3), pages 280-303, May.
    12. Yiu, Chi Shing & Grant, Kevin & Edgar, David, 2007. "Factors affecting the adoption of Internet Banking in Hong Kong—implications for the banking sector," International Journal of Information Management, Elsevier, vol. 27(5), pages 336-351.
    13. Xinyue Ye & Yichun Xie, 2012. "Re-examination of Zipf’s law and urban dynamic in China: a regional approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(1), pages 135-156, August.
    14. Wade D. Cook & Moshe Kress, 1985. "Ordinal Ranking with Intensity of Preference," Management Science, INFORMS, vol. 31(1), pages 26-32, January.
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