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Understanding the attenuation of the accommodation recommendation spillover effect in view of spatial distance

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  • Shiyang Lai
  • Ningyuan Fan

Abstract

This brief communication aims to reveal whether the recommendation information's spillover effect decays with geographical distance. A unique dataset of Airbnb listings in Beijing is collected to perform an empirical analysis and a model simulation. The results of this study demonstrate that the spillover of listings' recommendation information decays with spatial distance and this decay follows a certain attenuation mode (i.e., has a certain attenuation rate and attenuation point). As one of the first to investigate the attenuation mechanism of information spillover, this communication enriches the current research on information transmission and brings a novel topic to the attention of the community.

Suggested Citation

  • Shiyang Lai & Ningyuan Fan, 2021. "Understanding the attenuation of the accommodation recommendation spillover effect in view of spatial distance," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(11), pages 1448-1453, November.
    • Handle: RePEc:bla:jinfst:v:72:y:2021:i:11:p:1448-1453
    DOI: 10.1002/asi.24488
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    1. Xiaoying Xu & Kaushik Dutta & Anindya Datta & Chunmian Ge, 2018. "Identifying functional aspects from user reviews for functionality†based mobile app recommendation," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 69(2), pages 242-255, February.
    2. Martínez, L. Miguel & Viegas, José Manuel, 2013. "A new approach to modelling distance-decay functions for accessibility assessment in transport studies," Journal of Transport Geography, Elsevier, vol. 26(C), pages 87-96.
    3. Chen Liang & Zhan (Michael) Shi & T. S. Raghu, 2019. "The Spillover of Spotlight: Platform Recommendation in the Mobile App Market," Information Systems Research, INFORMS, vol. 30(4), pages 1296-1318, December.
    4. Randall Lewis & Dan Nguyen, 2015. "Display advertising’s competitive spillovers to consumer search," Quantitative Marketing and Economics (QME), Springer, vol. 13(2), pages 93-115, June.
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