Abstract
The organization of modern economies is built upon an efficient transport system and an increasing role is played by the logistics sector in overcoming the constraints of time and distance in modern supply chains. While a large body of literature is dedicated to the spatial distribution of firms and firm location choice in general, surprisingly little is still known about the location patterns of logistics firms, and more specifically about the role of accessibility in their location decisions. We use geo-referenced firm level data along with detailed information on transport infrastructure in order to investigate the geography of logistics firms in Spain. We place specific attention to the relationship between logistics firm location, accessibility, and urban structure. Our results show that these firms are located closer to highways and other transport infrastructure compared to other sectors and that the logistics sector is highly urbanized. Yet, they are also locating increasingly in suburban locations and to some extent in extra-urban locations with good accessibility while central cities of urban areas have experienced a declining share of logistics firms.
Similar content being viewed by others
Notes
Logistics involves all the move-store activities from the point of raw materials acquisition to the point of final consumption. The present paper adopts a narrower definition of the logistics industry as we do not include transportation operators. We focus on division “52” of the Spanish National Classification of Economic Activities (CNAE-2009) (equivalent to NACE REV2 of EUROSTAT) including warehousing, cargo handling, and support activities for transportation.
The disintegration of production is also called the “international fragmentation of production” (Arndt and Kierzhowsky 2001) and generates growing shares of international trade flows (intermediate and unfinished goods), shipped from one country to another to combine manufacturing or services activities at home with those performed abroad (Helg and Tajoli 2005).
Flexible specialization is based on the flexible use of general purpose machinery by skilled workers able to manufacture a wide range of products for constantly changing markets (Piore and Sabel, 1984), and it requires investments in innovation, JIT, and lean production.
See the Logistics Performance Index (LPI) developed by the World Bank in partnership with academic and international institutions, private companies and individuals engaged in international logistics (see Arnold et al. 2010).
The “logistics floor space” is the floor area of a logistics planned usage, while “industrial floor space” is the floor area of an industrial planned usage. The two may not coincide since the main location determinants of the logistics industry and the manufacturing industry vary with a prevalence of accessibility and cost of land in the first case, and, for instance, market size and labour cost or quality in the second.
Logistics sprawl is defined by Dablanc and Rakotonarivo (2019) as ‘the spatial deconcentration of logistics facilities and distribution centres in metropolitan areas’. For a review see Aljohani and Thompson (2016).
Centrifugal processes were from the urban core to the suburban and ex urban areas of the region, while centripetal processes took place from the margins of the Parisian basin to the edges of the Paris region.
China hosts a logistics market still in its infancy, which creates increasing opportunities for investors, while Italy presents a poor supply of integrated logistics, and a related increasing demand for high value added logistics services (for a review, see Mariotti 2015).
According to the Directorio Central de Empresas (DIRCE), there were 14,484 logistics firms in 2007.
Note, we have used only firms in mainland Spain.
All airports with more than 1 million passengers in 2007 have been included. Alternatively, we have also tested for cargo airports but main results are very similar. All seaports of general interest to the state as outlined in the Ministry of Public Work’s Annual Yearbooks have been included.
We have also tried to estimate hurdle models, however, we were unable to achieve convergence in these models.
References
Aljohani K, Thompson RG (2016) Impacts of logistics sprawl on the urban environment and logistics: taxonomy and review of literature. J Transp Geogr 57:255–263
Allen J, Browne M (2010) Considering the relationship between freight transport and urban form. Green Logistics Report: http://www.greenlogistics.org/themesandoutputs/wm9/downloads/Freight%20transport%20and%20urban%20form%20Final%20September%202010.pdf
Arndt SW, Kierzhowsky H (2001) Fragmentation. New production patterns in the world economy. Oxford University Press, Oxford
Arnold J, Arvis JF, Mustra MA (2010) Trade and transport facilitation assessment: a practical toolkit to improve the trade logistics and competitiveness of countries. World Bank Publications, Herndon
Arvis JF, Mustra MA, Panzer J, Ojala L, Naula T (2007) Connecting to compete: trade logistics in the global economy. The World Bank. International Trade Department, Washington DC, Washington
Bonacich E, Wilson JB (2008) Getting the goods: ports, labor, and the logistics revolution. Cornell University Press, Ithaca, p 241
Boscacci F, Maggi E, Mariotti I (2009) Le determinanti localizzative delle imprese logistiche a capitale estero presenti in Italia. In: Marletto G, Musso E (eds) Trasporti, ambiente e Territorio. La ricerca di un nuovo equilibrio, Franco Angeli, Milano, pp 267–275
Bowen JT (2008) Moving places: the geography of warehousing in the US. J Transp Geogr 16:379–387
Brouwer A, Holl A, Mariotti I (2013) What drives logistics employment growth? An empirical investigation in the EU. In: Bergantino AS, Carlucci F, Cirà A, Marcucci E, Musso E (eds) I sistemi di trasporto nell’area del Mediterraneo: infrastrutture e competitività. Franco Angeli, Milan, pp 138–148
Casson M (1994) Why are firms hierarchical? Journal of the Economics of Business 1(1):47–76
Coto-Millán P, Fernández XL, Pesquera MA, Agüeros M (2016) Impact of logistics on technical efficiency of world production (2007–2012). Networks and Spatial Economics 16(4):981–995
Dablanc L, Ogilvie S, Goodchild A (2014) Logistics sprawl: differential warehousing development patterns in Los Angeles and Seattle. Transp Res Board 2410:105–112
Daniels PW (1985) Service industries: a geographical appraisal. Methuen & Co, New York
European Commission (2011) Roadmap to a single European transport area – Towards a competitive and resource efficient transport system. White Paper, including the Impact Assessment, Brussells
Ferrari C, Parola F, Tei A (2011) Northern Africa and international trade networks: port investments and market opportunities. In: Notteboom T (ed) Current issues in shipping, ports and logistics. University Press Antwerp, Antwerp, pp 203–220
Glaeser EL, Kohlhase JE (2004) Cities, regions and the decline of transport costs. Pap Reg Sci 83:197–228
Groot HLF (2001) Macroeconomic consequences of outsourcing: an analysis of growth, welfare and product variety. De Economist 149(1):53–79
Guimarães P, Figueiredo O, Woodward DP (2003) A tractable approach to the firm location decision problem. Review of Economics and Statistics 85(1):201–204
Harris CD (1954) The market as a factor in the localization of industry in the United States. Ann Assoc Am Geogr 44(4):315–348
Head K, Mayer T (2004) Market potential and the location of Japanese Investment in the European Union. The Review of Economics and Statistics, MIT Press 86(4):959–972
Heitz A, Beziat A (2016) The parcel industry in the spatial organization of logistics activities in the Paris region: inherited spatial patterns and innovations in urban logistics system. Transport Research Procedia 12:812–824
Heitz A, Dablanc L (2015) Logistics spatial patterns in Paris: the rise of the Paris Basin as a logistics megaregion. Transportation Research Board 94th Annual Meeting (No. 15–4649).
Helg R, Tajoli L (2005) Patterns of international fragmentation of production and the relative demand for labor. North American Journal of Economics and Finance 16:233–254
Hesse M (2004) Land for logistics: locational dynamics, real estate markets and political regulation of regional distribution complexes. Tijdschrift voor Economische en Sociale Geographie 95(2):162–173
Hesse M, Rodrigue JP (2004) The transport geography of logistics and freight distribution. J Transp Geogr 12:171–184
Hofstede G (1980) Culture's consequences: international differences in work-related values. Sage Publications, Beverly Hills
Holl A (2004) Manufacturing location and impacts of road transport infrastructure: empirical evidence from Spain. Reg Sci Urban Econ 34(3):341–363
Holl A (2016) Highways and productivity in manufacturing firms. J Urban Econ 93:131–151
Hong J (2007) Transport and location of foreign logistics firms: the Chinese experience. Transp Res A 41:597–609
Hong J (2010) Firm-specific effects on location decisions of foreign direct investments in China’s logistics industry. Reg Stud 41(5):673–683
Hong J, Chin A (2007) Modeling the location choices of foreign investments in Chinese logistics industry. China Econ Rev 18:425–437
Hummels D (1999) Have international transportation costs declined? Department of Economics Working Paper. Purdue University, USA
Jiang X, Zhang L, Xiong C, Wang R (2016) Transportation and regional economic development: analysis of spatial spillovers in China provincial regions. Networks and Spatial Economics 16(3):769–790
Jing N, Cai W (2010) Analysis on the spatial distribution of logistics industry in the developed east coast area in China. Ann Reg Sci 45(2):331–350
Lai K-h, Cheng TCE (2009) Just-in-time logistics. In: Abingdon, Oxon. Ashgate Publishing Group, GBR
Levinson M (2006) The box: how the shipping container made the world smaller and the world economy bigger. Princeton University Press, Princeton
Maggi E, Mariotti I (2012) Globalisation and the rise of logistics FDI: the case of Italy. In: DeSare T, Caprioglio D (eds) Foreign investment: types. Methods and Impacts. Nova Science Publishers, Hauppauge, pp 29–60
Mariotti I (2015) Transport and logistics in a globalizing world. A focus on Italy, Springer, Heidelberg-New York
Mariotti S, Piscitello L (1995) Information costs and location of FDIs within the host country: empirical evidence from Italy. J Int Bus Stud 26(4):815–841
Mariotti I, Maltese I, Boscacci F (2012) Location choice of inward logistics FDI in Italy. In: Campagna M, De Montis A, Isola F, Lai S, Pira C, Zoppi C (eds) Planning support tools: policy analysis. Implementation and Evaluation. FrancoAngeli, Milano, pp 1695–1708
Markusen JR, Rutherford T, Tarr DG (2005) Trade and direct Investment in Producer Services and the domestic market for expertise. Can J Econ 38(3):758–777
McCann P (2008) Globalisation and economic geography: the world is curved, not flat. Cambridge Journal of Regions, Economy and society 1:351–370
McFadden D (1974) Conditional logit analysis of qualitative choice behaviour. In: Zarembka P (ed) Frontiers in econometrics. Academic Press, New York
McKinnon A (2009) Logistics and land: the changing land use requirements of logistical activity. Paper presented at the 14th annual logistics research network conference, 9th-11th September, Cardiff, UK
Notteboom T (2007) Strategic challenges to container ports in a changing market environment. Devolution. Port Governance and Port Performance Research in Transportation Economics 17:29–52
Notteboom T, Rodrigue JP (2009) The geography of containerization: half a century of revolution, adaptation and diffusion. GeoJournal 74(1):1–5
Piore MJ, Sabel CF (1984) The second industrial divide, New York: Basic Books
Radner R (1992) Hierarchy: the economics of managing. J Econ Lit 30(3):1382–1415
Reggiani A (1998) Accessibility, trade and location behaviour: an introduction. In: Reggiani A (ed) Accessibility, trade and location behaviour. Ashagate, Aldershot, pp 1–16
Rietveld P, Bruinsma F (1998) Is transport infrastructure effective?: transport infrastructure and accessibility: impacts on the space economy. Advances in Spatial Science, Springer, Berlin
Rivera L, Sheffi Y, Welsch R (2014) Logistics agglomeration in the US. Transportation research. Part A: Policy Practice 59:222–238
Ruiz F (2010) Áreas Urbanas de España. Universidad de Castilla-La Mancha, Proyecto AUDES http://alarcos.esi.uclm.es/per/fruiz/audes/
Sakai T, Kawamura K, Hyodo T (2015) Location dynamics of logistics facilities: evidence from Tokyo. J Transp Geogr 46:10–19
Schmidheiny K, Brulhart M (2011) On the equivalence of location choice models: conditional logit, nested logit and Poisson. J Urban Econ 69(2):214–222
Vahrenkamp R (2010) Driving globalization: the rise of logistics in Europe 1950-2000. European Transport 45:1–14
Van Den Heuvel FP, De Langen PW, Van Donselaar KH, Fransoo JC (2013) Spatial concentration and location dynamics in logistics: the case of a Dutch province. J Transp Geogr 28:39–48
Van Veen-Groot DB, Nijkamp P (1999) Globalisation, transport and the environment: new perspectives for ecological economics. Ecol Econ 31:331–346
Verhetsel A, Kessels R, Goos P, Zijlstra T, Blomme N, Cant J (2015) Location of logistics companies: a stated preference study to disentangle the impact of accessibility. J Transp Geogr 42:110–121
Vuong QH (1989) Likelihood ratio tests for model selection and non-nested hypotheses. Econometrica 57:307–333
Wood DF, Barone A, Murphy P (2002) International logistics. AMACOM Books, Saranac Lake, p 412
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Funding
This research has benefitted from financial support from the Fundación BBVA (I Convocatoria de Ayudas Fundación BBVA a Investigadores, Innovadores y Creadores Culturales).
Appendix
Appendix
Rights and permissions
About this article
Cite this article
Holl, A., Mariotti, I. The Geography of Logistics Firm Location: The Role of Accessibility. Netw Spat Econ 18, 337–361 (2018). https://doi.org/10.1007/s11067-017-9347-0
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11067-017-9347-0