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Close to Home: Analyzing Urban Consumer Behavior and Consumption Space in Seoul

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  • Hyoji Choi
  • Frank Neffke
  • Donghyeon Yu
  • Bogang Jun

Abstract

This study explores how the relatedness density of amenities influences consumer buying patterns, focusing on multi-purpose shopping preferences. Using Seoul's credit card data from 2018 to 2023, we find a clear preference for shopping at amenities close to consumers' residences, particularly for trips within a 2 km radius, where relatedness density significantly influences purchasing decisions. The COVID-19 pandemic initially reduced this effect at shorter distances but rebounded in 2023, suggesting a resilient return to pre-pandemic patterns, which vary over regions. Our findings highlight the resilience of local shopping preferences despite economic disruptions, underscoring the importance of amenity-relatedness in urban consumer behavior.

Suggested Citation

  • Hyoji Choi & Frank Neffke & Donghyeon Yu & Bogang Jun, 2024. "Close to Home: Analyzing Urban Consumer Behavior and Consumption Space in Seoul," Papers 2407.20587, arXiv.org.
    • Handle: RePEc:arx:papers:2407.20587
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    1. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    2. Giovannini, Enrico & Benczur, Peter & Campolongo, Francesca & Cariboni, Jessica & Manca, Anna Rita, 2020. "Time for transformative resilience: the COVID-19 emergency," JRC Research Reports JRC120489, Joint Research Centre.
    3. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    4. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    5. Islam, Tahir & Pitafi, Abdul Hameed & Arya, Vikas & Wang, Ying & Akhtar, Naeem & Mubarik, Shujaat & Xiaobei, Liang, 2021. "Panic buying in the COVID-19 pandemic: A multi-country examination," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    6. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    7. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    8. Ron Boschma & Pierre-Alexandre Balland & Dieter Franz Kogler, 2015. "Relatedness and technological change in cities: the rise and fall of technological knowledge in US metropolitan areas from 1981 to 2010," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(1), pages 223-250.
    9. Gillian Bristow & Adrian Healy, 2014. "Regional Resilience: An Agency Perspective," Regional Studies, Taylor & Francis Journals, vol. 48(5), pages 923-935, May.
    10. Ron Martin & Peter Sunley, 2010. "Complexity Thinking and Evolutionary Economic Geography," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 4, Edward Elgar Publishing.
    11. Li, Yang & Neffke, Frank M.H., 2024. "Evaluating the principle of relatedness: Estimation, drivers and implications for policy," Research Policy, Elsevier, vol. 53(3).
    12. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    13. Asher Wolinsky, 1983. "Retail Trade Concentration Due to Consumers' Imperfect Information," Bell Journal of Economics, The RAND Corporation, vol. 14(1), pages 275-282, Spring.
    14. Xiaohui Hu & Robert Hassink, 2017. "Exploring adaptation and adaptability in uneven economic resilience: a tale of two Chinese mining regions," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 10(3), pages 527-541.
    15. Andres Sevtsuk & Annie Hudson & Dylan Halpern & Rounaq Basu & Kloe Ng & Jorrit de Jong, 2021. "The impact of COVID-19 on trips to urban amenities: Examining travel behavior changes in Somerville, MA," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-26, September.
    16. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    17. Jesse Sutton & Godwin Arku, 2022. "Regional economic resilience: towards a system approach," Regional Studies, Regional Science, Taylor & Francis Journals, vol. 9(1), pages 497-512, December.
    18. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    19. Brueckner, Jan K., 2011. "Lectures on Urban Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262016362, April.
    20. Lauren Chenarides & Carola Grebitus & Jayson L. Lusk & Iryna Printezis, 2021. "Food consumption behavior during the COVID‐19 pandemic," Agribusiness, John Wiley & Sons, Ltd., vol. 37(1), pages 44-81, January.
    21. Susan Christopherson & Jonathan Michie & Peter Tyler, 2010. "Regional resilience: theoretical and empirical perspectives," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 3-10.
    22. Marcus Enoch & Fredrik Monsuur & Garyfalia Palaiologou & Mohammed A Quddus & Fiona Ellis-Chadwick & Craig Morton & Rod Rayner, 2022. "When COVID-19 came to town: Measuring the impact of the coronavirus pandemic on footfall on six high streets in England," Environment and Planning B, , vol. 49(3), pages 1091-1111, March.
    23. Méndez-Vogel, Gonzalo & Marianov, Vladimir & Lüer-Villagra, Armin & Eiselt, H.A., 2023. "Store location with multipurpose shopping trips and a new random utility customers’ choice model," European Journal of Operational Research, Elsevier, vol. 305(2), pages 708-721.
    24. Bogang Jun & C Jara-Figueroa & Donghyeon Yu, 2022. "The economic resilience of a city: the effect of relatedness on the survival of amenity shops during the COVID-19 pandemic [A tutorial on multilevel survival analysis: methods, models and applicati," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 15(3), pages 551-573.
    25. Martina Fromhold-Eisebith, 2015. "Sectoral Resilience: Conceptualizing Industry-Specific Spatial Patterns of Interactive Crisis Adjustment," European Planning Studies, Taylor & Francis Journals, vol. 23(9), pages 1675-1694, September.
    26. Lüer-Villagra, Armin & Marianov, Vladimir & Eiselt, H.A. & Méndez-Vogel, Gonzalo, 2022. "The leader multipurpose shopping location problem," European Journal of Operational Research, Elsevier, vol. 302(2), pages 470-481.
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    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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