IDEAS home Printed from https://ideas.repec.org/a/eee/phsmap/v597y2022ics037843712200231x.html
   My bibliography  Save this article

Spatial distributions of restaurants emerging from pedestrian behavior and online information sharing

Author

Listed:
  • Lee, Ji-Hye
  • Jo, Junghyo
  • Kim, Jong Won
  • Lee, Keumsook
  • Choi, M.Y.

Abstract

We analyze the spatial distributions of restaurants in Seoul to examine the effects of the proximity to a transportation system as well as online information sharing on urban living facilities. Despite its complexity, restaurants are spread in a self-similar manner, forming clusters with the fractal dimension approximately given by 1.62. The probability density of distances between each restaurant and the nearest station shows that the locations of restaurants are associated extensively with the Seoul metropolitan subway system. Moreover, we explore the effects of online information sharing by choosing a subset of restaurants having a large number of online reviews. The distribution of these most-reviewed restaurants exhibits similar but somewhat different geographical patterns. To explain observed features based on data analysis, we propose a mathematical model taking into account the pedestrians and exploration paths as well as land prices around subway stations. Parametrization in terms of the characteristic distance and scaling exponents makes it possible to understand, with a single formula, the seemingly different spatial patterns between all restaurants and most-reviewed ones, manifesting universality in such phenomena.

Suggested Citation

  • Lee, Ji-Hye & Jo, Junghyo & Kim, Jong Won & Lee, Keumsook & Choi, M.Y., 2022. "Spatial distributions of restaurants emerging from pedestrian behavior and online information sharing," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 597(C).
    • Handle: RePEc:eee:phsmap:v:597:y:2022:i:c:s037843712200231x
    DOI: 10.1016/j.physa.2022.127265
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S037843712200231X
    Download Restriction: Full text for ScienceDirect subscribers only. Journal offers the option of making the article available online on Science direct for a fee of $3,000
    File URL: https://libkey.io/10.1016/j.physa.2022.127265?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jian Gao & Yi-Cheng Zhang & Tao Zhou, 2019. "Computational Socioeconomics," Papers 1905.06166, arXiv.org.
    2. Qian, Jiang-Hai & Yang, Cheng-Hao & Han, Ding-Ding & Ma, Yu-Gang, 2012. "Multi-scaling mix and non-universality between population and facility density," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(21), pages 5146-5152.
    3. Blum, Bernardo S. & Goldfarb, Avi, 2006. "Does the internet defy the law of gravity?," Journal of International Economics, Elsevier, vol. 70(2), pages 384-405, December.
    4. Christa Hubers & Tim Schwanen & Martin Dijst, 2008. "Ict And Temporal Fragmentation Of Activities: An Analytical Framework And Initial Empirical Findings," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 99(5), pages 528-546, December.
    5. Ali Hortaçsu & F. Asís Martínez-Jerez & Jason Douglas, 2009. "The Geography of Trade in Online Transactions: Evidence from eBay and MercadoLibre," American Economic Journal: Microeconomics, American Economic Association, vol. 1(1), pages 53-74, February.
    6. Sendy Farag & Jesse Weltevreden & Ton van Rietbergen & Martin Dijst & Frank van Oort, 2006. "E-Shopping in the Netherlands: Does Geography Matter?," Environment and Planning B, , vol. 33(1), pages 59-74, February.
    7. Asim Ghosh & Arnab Chatterjee & Anindya S. Chakrabarti & Bikas K Chakrabarti, 2014. "Zipf's law in city size from a resource utilization model," Papers 1403.1822, arXiv.org, revised Oct 2014.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Carballo, Jerónimo & Rodriguez Chatruc, Marisol & Salas Santa, Catalina & Volpe Martincus, Christian, 2022. "Online business platforms and international trade," Journal of International Economics, Elsevier, vol. 137(C).
    2. Cletus C. Coughlin & Dennis Novy, 2013. "Is the International Border Effect Larger than the Domestic Border Effect? Evidence from US Trade," CESifo Economic Studies, CESifo Group, vol. 59(2), pages 249-276, June.
    3. Keith Head & Thierry Mayer, 2013. "Innis Lecture: What separates us? Sources of resistance to globalization," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(4), pages 1196-1231, November.
    4. Olarreaga, Marcelo & Lendle, Andreas & Vezina, Pierre-Louis & Schropp, Simon, 2012. "There goes gravity: how eBay reduces trade costs," CEPR Discussion Papers 9094, C.E.P.R. Discussion Papers.
    5. Keith Head & Thierry Mayer, 2013. "What separates us? Sources of resistance to globalization," Canadian Journal of Economics, Canadian Economics Association, vol. 46(4), pages 1196-1231, November.
    6. Wang, Zhe & Jiang, Dianchun & Zhang, Ming, 2024. "Seeking new location advantages: Analysis of emerging digital cross-border M&As—Based on TIMG index," International Business Review, Elsevier, vol. 33(2).
    7. Herman, Peter R. & Oliver, Sarah, 2023. "Trade, policy, and economic development in the digital economy," Journal of Development Economics, Elsevier, vol. 164(C).
    8. Melisande Cardona & Nestor Duch-Brown & Joseph Francois & Bertin Martens & Fan Yang, 2015. "The macro-economic impact of e-commerce in the EU Digital Single Market," JRC Working Papers on Digital Economy 2015-09, Joint Research Centre.
    9. Anders Akerman & Edwin Leuven & Magne Mogstad, 2022. "Information Frictions, Internet, and the Relationship between Distance and Trade," American Economic Journal: Applied Economics, American Economic Association, vol. 14(1), pages 133-163, January.
    10. Eric Overby & Chris Forman, 2015. "The Effect of Electronic Commerce on Geographic Purchasing Patterns and Price Dispersion," Management Science, INFORMS, vol. 61(2), pages 431-453, February.
    11. Shin, Sunny Y. & McKenzie, Jordi & Crosby, Paul, 2024. "Cultural affinity and international trade in motion pictures: Empirical evidence using categorised internet search activity," Economic Modelling, Elsevier, vol. 136(C).
    12. Hatzigeorgiou, Andreas & Karpaty, Patrik & Kneller, Richard & Lodefalk, Magnus, 2016. "Immigrant Employment and the Contract Enforcement Costs of Offshoring," Ratio Working Papers 282, The Ratio Institute, revised 01 Feb 2022.
    13. Zi Hui Yin & Chang Hwan Choi, 2023. "The effects of China’s cross-border e-commerce on its exports: a comparative analysis of goods and services trade," Electronic Commerce Research, Springer, vol. 23(1), pages 443-474, March.
    14. Xiang Hui, 2020. "Facilitating Inclusive Global Trade: Evidence from a Field Experiment," Management Science, INFORMS, vol. 66(4), pages 1737-1755, April.
    15. Eric Overby & Chris Forman, 2011. "The Effect of Electronic Commerce on Geographic Trade and Price Variance in a Business-to-Business Market," Working Papers 11-30, NET Institute.
    16. Bo Cowgill & Cosmina Dorobantu & Bertin Martens, 2013. "Does online trade live up to the promise of a borderless world? Evidence from the EU Digital Single Market," JRC Working Papers on Digital Economy 2013-08, Joint Research Centre.
    17. Alex Coad & Nestor Duch-Brown, 2017. "Barriers to European cross-border E-commerce," JRC Working Papers on Digital Economy 2017-03, Joint Research Centre.
    18. Hatzigeorgiou, Andreas & Lodefalk, Magnus, 2015. "The Role of Foreign Networks for Firm Export of Services," Working Papers 2015:6, Örebro University, School of Business.
    19. J.W.A.M. Steegmans & Jonathan de Bruin, 2019. "Online housing search and gravity models," Working Papers 19-17, Utrecht School of Economics.
    20. Jeon, Doh-Shin & Jullien, Bruno & Klimenko, Mikhail, 2021. "Language, internet and platform competition," Journal of International Economics, Elsevier, vol. 131(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:phsmap:v:597:y:2022:i:c:s037843712200231x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/physica-a-statistical-mechpplications/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.