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Understanding business location decision making for transport planning: An investigation of the role of process rules in identifying influences on firm location

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  • Balbontin, Camila
  • Hensher, David A.

Abstract

Decisions made by businesses on where to locate or relocate are typically given less consideration in integrated transport and land use modelling systems than residential location. This is surprising given the important role that businesses play in defining employment opportunities, and hence the travel patterns of workers and any travel associated with accessing firms. This paper studies business location decisions in the Greater Sydney Metropolitan Area (GSMA) through two types of models. The first one, referred to as an attribute-non-attendance (ANA) model, is used to identify the influences on location decisions that are attended to and those that are typically ignored. The second model is a mixed multinomial logit model with ANA to capture differences in preferences as a way of investigating the key drivers of business location. The findings suggest that the main drivers vary across the GSMA, making specific locations an important determinant of choice, with businesses located in Sydney being especially concerned about access to public transport and the distance of other locations to the current location; businesses located in Wollongong placing great importance on client accessibility; and businesses located in Newcastle being very sensitive to the distance to their current location. Simulated scenarios are presented in this study to illustrate the degree of behavioural responsiveness to changes in important attributes such as accessibility, location and office characteristics.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:jotrge:v:91:y:2021:i:c:s0966692321000089
    DOI: 10.1016/j.jtrangeo.2021.102955
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    1. 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.
    2. repec:dgr:rugsom:02d31 is not listed on IDEAS
    3. 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.
    4. Riccardo Scarpa & Raffaele Zanoli & Viola Bruschi & Simona Naspetti, 2013. "Inferred and Stated Attribute Non-attendance in Food Choice Experiments," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(1), pages 165-180.
    5. Aleid E. Brouwer & Ilaria Mariotti & Jos N. van Ommeren, 2004. "The firm relocation decision: An empirical investigation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 38(2), pages 335-347, June.
    6. 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.
    7. Puckett, Sean M. & Hensher, David A., 2008. "The role of attribute processing strategies in estimating the preferences of road freight stakeholders," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(3), pages 379-395, May.
    8. Boris Portnov & Moshe Schwartz, 2008. "On the Relativity of Urban Location," Regional Studies, Taylor & Francis Journals, vol. 42(4), pages 605-615.
    9. 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).
    10. 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.
    11. Mariel, Petr & Hoyos, D. & Meyerhoff, J., 2013. "Stated or inferred attribute non-attendance? A simulation approach," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 13(01).
    12. Hensher, David A. & Rose, John & Bertoia, Tony, 2007. "The implications on willingness to pay of a stochastic treatment of attribute processing in stated choice studies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(2), pages 73-89, March.
    13. Balbontin, Camila & Hensher, David A., 2020. "Identifying the role of stated process strategies in business location decisions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    14. 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.
    15. Hess, Stephane & Hensher, David A., 2010. "Using conditioning on observed choices to retrieve individual-specific attribute processing strategies," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 781-790, July.
    16. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923, September.
    17. 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.
    18. David A. Hensher, 2006. "How do respondents process stated choice experiments? Attribute consideration under varying information load," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 861-878.
    19. Jouke van Dijk & Piet H. Pellenbarg, 2000. "Firm relocation decisions in The Netherlands: An ordered logit approach," Papers in Regional Science, Springer;Regional Science Association International, vol. 79(2), pages 191-219.
    20. Weller, Priska & Oehlmann, Malte & Mariel, Petr & Meyerhoff, Jürgen, 2014. "Stated and inferred attribute non-attendance in a design of designs approach," Journal of choice modelling, Elsevier, vol. 11(C), pages 43-56.
    21. David Hensher & John Rose & William Greene, 2005. "The implications on willingness to pay of respondents ignoring specific attributes," Transportation, Springer, vol. 32(3), pages 203-222, May.
    22. 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.
    23. 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.
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