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What influences the location choice of establishments? An analysis considering establishment types and activities interactions

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  • Samani, Ali Riahi
  • Mishra, Sabyasachee
  • Golias, Mihalis
  • Lee, David J.-H.

Abstract

Over the years, research on firm location choice has received less attention than residential location choices. Although valuable efforts have been made to model firms' location choices, investigations on the location choice of smaller economic units (establishments) and differences between location determinants of various activities can provide better insights into the interaction between land use and transportation network. This study aims to, first, model the location choice of establishments considering the North American Industrial Classification System (NAICS) sectors and examine the impact of spatial components; second, evaluate how the location determinants of establishments vary across industry sectors; third, assess the interdependence between different establishments' location choices; and fourth, estimate and compare the Willingness to Pay of different activities for better accessibility. A discrete choice model is incorporated to model establishments' location preferences, where first, based on the selected parcel by each establishment, a set of competitive alternatives are generated, creating a constrained choice set, and then, the actual choice of an alternative is estimated using a multinomial logit model. The developed model is implemented on the data collected from the state of Tennessee, USA. Results suggested that spatial location determinants can be categorized into four categories: accessibility, neighborhood characteristics, office profile, and presence of other activities. Moreover, agglomeration, land value, office size, square feet, and surrounding land use conditions are the most important location determinants. The finding of this study provides valuable information to transportation planners on interactions between establishments' locations, demographic conditions, and transportation networks.

Suggested Citation

  • Samani, Ali Riahi & Mishra, Sabyasachee & Golias, Mihalis & Lee, David J.-H., 2023. "What influences the location choice of establishments? An analysis considering establishment types and activities interactions," Journal of Transport Geography, Elsevier, vol. 111(C).
    • Handle: RePEc:eee:jotrge:v:111:y:2023:i:c:s0966692323001394
    DOI: 10.1016/j.jtrangeo.2023.103667
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    References listed on IDEAS

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    1. Ki-Dong Lee & Seok-Joon Hwang, 2016. "Regional Characteristics, Industry Agglomeration and Location Choice: Evidence from Japanese Manufacturing Investments in Korea," Asian Economic Journal, East Asian Economic Association, vol. 30(2), pages 123-145, June.
    2. Paulo Guimarães & Octávio Figueirdo & Douglas Woodward, 2003. "A Tractable Approach to the Firm Location Decision Problem," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 201-204, February.
    3. repec:dgr:rugsom:02d31 is not listed on IDEAS
    4. Kang, Sanggyun, 2020. "Warehouse location choice: A case study in Los Angeles, CA," Journal of Transport Geography, Elsevier, vol. 88(C).
    5. Xiaofei Chen & Enru Wang & Jianfeng Guo & Changhong Miao, 2021. "Location choice and spatial distribution of the electronic information manufacturing industry in China," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1410-1439, September.
    6. Sharma, Ishant & Mishra, Sabyasachee, 2022. "Quantifying the consumer’s dependence on different information sources on acceptance of autonomous vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 160(C), pages 179-203.
    7. Ahmed, Usman & Hawkins, Jason & Roorda, Matthew J., 2022. "Establishment location choice model considering intra-firm interactions," Journal of Transport Geography, Elsevier, vol. 102(C).
    8. Balz R. Bodenmann & Kay W. Axhausen, 2012. "Destination choice for relocating firms: A discrete choice model for the St. Gallen region, Switzerland," Papers in Regional Science, Wiley Blackwell, vol. 91(2), pages 319-341, June.
    9. Balbontin, Camila & Hensher, David A., 2021. "Understanding business location decision making for transport planning: An investigation of the role of process rules in identifying influences on firm location," Journal of Transport Geography, Elsevier, vol. 91(C).
    10. Camila Balbontin & David A. Hensher, 2019. "Firm-specific and location-specific drivers of business location and relocation decisions," Transport Reviews, Taylor & Francis Journals, vol. 39(5), pages 569-588, September.
    11. Rui Baptista & Joana Mendonça, 2010. "Proximity to knowledge sources and the location of knowledge-based start-ups," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(1), pages 5-29, August.
    12. Haining Jiang & Wei Xu & Wenzhong Zhang, 2018. "Transportation Accessibility and Location Choice of Japanese-Funded Electronic Information Manufacturing Firms in Shanghai," Sustainability, MDPI, vol. 10(2), pages 1-21, February.
    13. Mikaela Backman & Charlie Karlsson, 2017. "Location of New Firms: Influence of Commuting Behaviour," Growth and Change, Wiley Blackwell, vol. 48(4), pages 682-699, December.
    14. de Bok, Michael & van Oort, Frank, 2011. "Agglomeration economies, accessibility, and the spatial choice behavior of relocating firms," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 4(1), pages 5-24.
    15. Daniel McFadden, 1977. "Modelling the Choice of Residential Location," Cowles Foundation Discussion Papers 477, Cowles Foundation for Research in Economics, Yale University.
    16. Sakai, Takanori & Beziat, Adrien & Heitz, Adeline, 2020. "Location factors for logistics facilities: Location choice modeling considering activity categories," Journal of Transport Geography, Elsevier, vol. 85(C).
    17. Takanori Sakai & Adrien Beziat & Adeline Heitz, 2020. "Location factors for logistics facilities: Location choice modeling considering activity categories," Post-Print halshs-03196110, HAL.
    18. Rashidi, Taha Hossein & Auld, Joshua & Mohammadian, Abolfazl (Kouros), 2012. "A behavioral housing search model: Two-stage hazard-based and multinomial logit approach to choice-set formation and location selection," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1097-1107.
    19. Adelheid Holl & Ilaria Mariotti, 2018. "The Geography of Logistics Firm Location: The Role of Accessibility," Networks and Spatial Economics, Springer, vol. 18(2), pages 337-361, June.
    20. Edward J. Malecki, 2009. "Geographical environments for entrepreneurship," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 7(2), pages 175-190.
    21. Anet Weterings & Joris Knoben, 2013. "Footloose: An analysis of the drivers of firm relocations over different distances," Papers in Regional Science, Wiley Blackwell, vol. 92(4), pages 791-809, November.
    22. Hensher, David A. & Ho, Chinh Q. & Ellison, Richard B., 2019. "Simultaneous location of firms and jobs in a transport and land use model," Journal of Transport Geography, Elsevier, vol. 75(C), pages 110-121.
    23. Willigers, Jasper & van Wee, Bert, 2011. "High-speed rail and office location choices. A stated choice experiment for the Netherlands," Journal of Transport Geography, Elsevier, vol. 19(4), pages 745-754.
    24. Todd M. Gabe & Kathleen P. Bell, 2004. "Tradeoffs between Local Taxes and Government Spending as Determinants of Business Location," Journal of Regional Science, Wiley Blackwell, vol. 44(1), pages 21-41, February.
    25. Pellenbarg, P.H. & Wissen, L.J.G. van & Dijk, J. van, 2002. "Firm relocation: state of the art and research prospects," Research Report 02D31, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    26. Shelley M. Kimelberg & Elizabeth Williams, 2013. "Evaluating the Importance of Business Location Factors: The Influence of Facility Type," Growth and Change, Wiley Blackwell, vol. 44(1), pages 92-117, March.
    27. Kangmin Wu & Yang Wang & Yuyao Ye & Hongou Zhang & Guangqing Huang, 2019. "Relationship Between the Built Environment and the Location Choice of High-Tech Firms: Evidence from the Pearl River Delta," Sustainability, MDPI, vol. 11(13), pages 1-21, July.
    28. Jae Teuk Chin, 2020. "Location Choice of New Business Establishments: Understanding the Local Context and Neighborhood Conditions in the United States," Sustainability, MDPI, vol. 12(2), pages 1-17, January.
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