Location and co-location in retail: a probabilistic approach using geo-coded data for metropolitan retail markets
- 772 Downloads
- 9 Citations
Abstract
In this paper, we employ geo-coded data at a fine spatial resolution for Sweden’s metropolitan areas to assess retail co-location. Retail clusters and their place in urban space are assessed from several angles. The probability of a specific type of retail unit to be established in a 250 by 250 m square is modelled as a function of (i) the presence of other similar retail establishments, (ii) the presence of stores that belong to other retail sectors and (iii) other characteristics of the square area, and its access to demand in the pertinent urban landscape. The analysis clarifies which types of retail clusters one can expect to find in a metropolitan region, as well as their relationship to the urban landscape. We analyse three distinct types of stores: clothing, household appliances, and specialized stores. Stores with high intensities of interaction are co-located, and predominantly located close to the urban cores, consistent with predictions from bid rent theory and central place theory. We further document negative location tendencies between shops that sell frequently purchased products and shops that sell durables. Moreover, our results highlight the importance of demand in the close surroundings, which is particularly strong for small-scale establishments.
JEL Classification
L81 R14 R10References
- Alonso W (1960) A theory of the urban land market. Pap Proc Reg Sci Assoc 6:149Google Scholar
- Alonso W (1964) Location and land use: toward a general theory of land rent. Harvard University Press, Cambridge, MACrossRefGoogle Scholar
- Andersson M, Johansson B (2008) Innovation ideas and regional characteristics: product innovations and export entrepreneurship by firms in Swedish regions. Growth Change 39(2):193–224CrossRefGoogle Scholar
- Andersson M, Klaesson J (2009) Regional interaction and economic diversity: exploring the role of geographically overlapping markets for a municipality’s diversity in retail and durables. In: Karlsson C, Johansson B, Stough RR (eds) Innovation, agglomeration and regional competition. Edward Elgar, CheltenhamGoogle Scholar
- Applebaum W, Kaylin SO (1974) Case studies in shopping centre development and operation. International Council of Shopping Centers, New YorkGoogle Scholar
- Artle R (1959) Studies in the structure of the Stockholm economy. Business Research Institute at the Stockholm School of Economics, StockholmGoogle Scholar
- Berry BJL (1967) Geography of marketing centers and retail distribution. Prentice-Hall, New JerseyGoogle Scholar
- Berry BJL, Garrison WL (1958a) Recent developments of central place theory. Proc Reg Sci Assoc 4:107Google Scholar
- Berry BJL, Garrison WL (1958b) A note on central place theory. Econ Geogr 34:304–311CrossRefGoogle Scholar
- Birkin M, Clarke G, Clarke MP (2002) Retail geography & intelligent network planning. Wiley, West SussexGoogle Scholar
- Borchert J (1988) Tijdschrift voor Economtsche en Sociale Geografie 79:220Google Scholar
- Brown S (2006) Retail location theory: evolution and evaluation. Int Rev Retail Distrib Consumer Res 3(2):185–229CrossRefGoogle Scholar
- Christaller W (1933) Central places in southern Germany. Prentice-Hall, London (1966)Google Scholar
- Clark WAV (1968) Consumer travel patterns and the concept of range1. Ann Assoc Am Geogra 58(2):386–396Google Scholar
- Clark TN (2003) Urban amenities: lakes, opera and juice bars do they drive development? In: Clark TN (ed) The city as an entertainment machine, vol 9. Elsevier, Oxford, pp 103–140CrossRefGoogle Scholar
- Clark WAV, Rushton G (1970) Models of intra-urban consumer behavior and their implications for central place theory. Eco Geogr 46(3):486–497Google Scholar
- Clark TN, Llyod R, Wong KK, Jain P (2002) Amenities drive urban growth. J Urban Aff 24(5):493–515CrossRefGoogle Scholar
- Craig CS, Ghosh A, McLafferty S (1984) Models of the retail location process: a review. J Retail 60(1):5–36Google Scholar
- Dawson JA (1980) Retail geography. Routledge, LondonGoogle Scholar
- Dawson JA (1983) Topics in Applied Geography: Shopping Centre Development. New YorkGoogle Scholar
- Dawson J (2006) Retail trends in Europe. In: Krafft M, Mantrala MK (eds) Retailing in the 21st century. Springer, Berlin/Heidelberg, pp 41–59CrossRefGoogle Scholar
- Dicken P, Lloyd PE (1990) Location in space, theoretical perspectives in economic geography, 3rd edn. HarperCollins Publishers Inc, New YorkGoogle Scholar
- Florida R, Mellander C, Stolarick K (2008) Inside the black box of regional development—human capital, the creative class and tolerance. J Econ Geogr 8(5):615–649CrossRefGoogle Scholar
- Fujita M, Thisse J-F (2002) Economics of agglomeration: cities, industrial location, and regional growth. Cambridge University Press, CambridgeCrossRefGoogle Scholar
- Fujita M, Gabszewicz JJ, Thisse JF, Schweizer U (1988) Location theory. Routledge, Chapman Hall, LondonGoogle Scholar
- Fujita M, Krugman P, Mori T (1999) On the evolution of hierarchical urban systems. Eur Econ Rev 43(2):209–251CrossRefGoogle Scholar
- Glaeser E, Kolko J, Saiz A (2000) Consumer city. National Bureau of Economic Research Working Paper Series, No. 7790Google Scholar
- Guy CM (1998) ‘High street’ retailing in off-centre retail parks: a review of the effectiveness of land use planning policies. Town Plan Rev 69(3):291Google Scholar
- Haig RM (1927) Regional survey of New York and its environs, vol 1. New York City Planning Commision, New YorkGoogle Scholar
- Hotelling H (1929) Stability in competition. Econ J 39:41–57CrossRefGoogle Scholar
- Huff DL (1964) Defining and estimating a trade area. J Mark 28(3):8–38CrossRefGoogle Scholar
- Johansson B, Klaesson J, Olsson M (2003) Commuters’ non-linear response to time distances. J Geogr Syst 5:315–329CrossRefGoogle Scholar
- Johnston RJ (1973) Spatial structures: an introduction to the study of spatial systems in human geography. Methuen and Co., Ltd, LondonGoogle Scholar
- Johnston RJ, Rimmer PJ (1967). A note on consumer behavior in an urban hierarchy’. J Reg Sci 7(2):161–166Google Scholar
- Kahneman D, Tversky A (1972) Subjective probability: a judgment of representativeness. Cogn Psychol 3(3):430–454CrossRefGoogle Scholar
- Kivell PT, Shaw G, Dawson JA (1980) Retail geography. Routledge, LondonGoogle Scholar
- Krugman PR (1991) Geography and trade. MIT University Press, Cambridge, MAGoogle Scholar
- Lösch A (1940) The economics of location (trans: Fischer J). Yale University Press, New HavenGoogle Scholar
- McCann P (2001) Urban and regional economics. Oxford University Press, OxfordGoogle Scholar
- O’Kelly ME (1981) A model of the demand for retail facilities, incorporating multistop, multipurpose trips. Geogr Anal 13(2):134–148CrossRefGoogle Scholar
- Öner Ö, Larsson JP (2014) Which retail services are co-located? Int J Retail Distrib Manag (forthcoming)Google Scholar
- Openshaw S, Taylor PJ (1979) A million or so correlation coefficients: three experiments on the modifiable areal unit problem. In: Wrigley N (ed) Statistical applications in the spatial sciences. Pion, London, pp 127–144Google Scholar
- Ratcliff RU (1949) Urban land economics. Greenwood Press, Westport, CTGoogle Scholar
- Scott P (1970) Geography and retailing. Aldine Publication, ChicagoGoogle Scholar
- Thill JC Thomas I (1987) Toward Conceptualizing Trip-Chaining Behavior: A Review. Geogr Anal 19(1):1–17Google Scholar