Estimating attractiveness, hierarchy and catchment area extents for a national set of retail centre agglomerations

There is a legacy of research aiming to conceptualise and empirically estimate retail store catchment areas, however, a dearth that frames such considerations within the context of retail agglomerations and their position within regional or national networks. As a result, this paper provides an extension to single store or shopping centre retail catchment estimation techniques, and presents an empirically specified and tested production constrained model for a national network of retail centres in the UK. Our model takes into account the spatial interactions between potential customers and a hierarchical network of retail centres to estimate patronage probabilities and catchment extents. The model is tested for a large metropolitan area vis-a-vis real world shopping flows recorded through a survey of shoppers. Finally, we present an open source software tool for custom model fitting, and discuss a range of theoretical and empirical challenges that such a model presents.

[1]  Soora Rasouli,et al.  Assessment of model uncertainty in destinations and travel forecasts of models of complex spatial shopping behaviour , 2013 .

[2]  Clifford M. Guy,et al.  Classifications of retail stores and shopping centres: some methodological issues , 1998 .

[3]  C. Dennis,et al.  Central place practice: shopping centre attractiveness measures, hinterland boundaries and the UK retail hierarchy , 2002 .

[4]  Zvi Drezner,et al.  Validating the Gravity-Based Competitive Location Model Using Inferred Attractiveness , 2002, Ann. Oper. Res..

[5]  Alan Wilson,et al.  Entropy in Urban and Regional Modelling: Retrospect and Prospect. 城市和区域建模中的熵:回顾与展望 , 2010 .

[6]  V. Clulow,et al.  Retail centres: it's time to make them convenient , 2009 .

[7]  C. C. Yrigoyen,et al.  Spatial interaction models applied to the design of retail trade areas , 1998 .

[8]  M. Roberts,et al.  Planning the Night-time City , 2009 .

[9]  J. Louviere,et al.  Shopping center image, consideration, and choice: Anchor store contribution , 1996 .

[10]  Alan Wilson,et al.  Entropy in urban and regional modelling , 1972, Handbook on Entropy, Complexity and Spatial Dynamics.

[11]  N. Powe,et al.  Exploring the current and future role of market towns in servicing their hinterlands: a case study of Alnwick in the North East of England , 2004 .

[12]  Martin Clarke,et al.  Developing and Applying a Disaggregated Retail Location Model with Extended Retail Demand Estimations , 2015 .

[13]  Christoph Teller,et al.  Drivers of agglomeration effects in retailing: The shopping mall tenant's perspective , 2012 .

[14]  N. Wrigley,et al.  Resilience, Fragility, and Adaptation: New Evidence on the Performance of UK High Streets during Global Economic Crisis and its Policy Implications , 2011 .

[15]  Hjp Harry Timmermans,et al.  A Stated Choice Model of Sequential Mode and Destination Choice Behaviour for Shopping Trips , 1996 .

[16]  P. D. Converse,et al.  New Laws of Retail Gravitation , 1949 .

[17]  Heng Li,et al.  A GIS approach to shopping mall location selection , 2007 .

[18]  Pingzhao Hu,et al.  An empirical test of the competing destinations model , 2002, J. Geogr. Syst..

[19]  N. Wrigley,et al.  Extending the Competition Commission's Findings on Entry and Exit of Small Stores in British High Streets: Implications for Competition and Planning Policy , 2009 .

[20]  T. Arentze,et al.  Deriving performance indicators from models of multipurpose shopping behavior , 2001 .

[21]  Martin Clarke,et al.  Refining and Operationalizing Entropy‐Maximizing Models for Business Applications. 商业应用模式下熵最大化模型的应用与改进 , 2010 .

[22]  scar Gonzlez-Benito,et al.  The Role of Geodemographic Segmentation in Retail Location Strategy , 2005 .

[23]  F. V. van Oort,et al.  Regional Spatial Structure and Retail Amenities in the Netherlands , 2014 .

[24]  P. Freathy,et al.  Consumer mobility in the Scottish isles: The impact of internet adoption upon retail travel patterns , 2014 .

[25]  Charles Dennis,et al.  Objects of Desire: Consumer Behaviour in Shopping Centre Choices , 2004 .

[26]  Robert E. Tarjan,et al.  Depth-First Search and Linear Graph Algorithms , 1972, SIAM J. Comput..

[27]  Andres Coca-Stefaniak,et al.  Successful town centres: Developing effective strategies , 2013 .

[28]  D. V. Poel,et al.  An extended Huff-model for robustly benchmarking and predicting retail network performance , 2014 .

[29]  S. Openshaw Insoluble problems in shopping model calibration when the trip pattern is not known , 1973 .

[30]  Tammy Drezner,et al.  Derived attractiveness of shopping malls , 2006 .

[31]  W. Reilly The law of retail gravitation , 1931 .

[32]  J. Louviere,et al.  Shopping-center patronage models: Fashioning a consideration set segmentation solution , 1990 .

[33]  Martijn Burger,et al.  On the Specification of the Gravity Model of Trade: Zeros, Excess Zeros and Zero-Inflated Estimation , 2009 .

[34]  Cliff Guy Retail location analysis , 2002 .

[35]  Alexander D. Singleton,et al.  Geodemographics and spatial interaction: an integrated model for higher education , 2012, J. Geogr. Syst..

[36]  David J. Unwin,et al.  Defining and Delineating the Central Areas of Towns for Statistical Monitoring Using Continuous Surface Representations , 2000, Trans. GIS.

[37]  Thomas Reutterer,et al.  The Evolving Concept of Retail Attractiveness: what makes retail agglomerations attractive when customers shop at them? , 2008 .

[38]  A S Fotheringham,et al.  A New Set of Spatial-Interaction Models: The Theory of Competing Destinations † , 1983 .

[39]  William J. Young Distance Decay Values And Shopping Center Size , 1975 .

[40]  Alan Wilson Urban and regional models in geography and planning , 1974 .

[41]  Johan G. Borchert Spatial dynamics of retail structure and the venerable retail hierarchy , 1998 .

[42]  Christoph Teller,et al.  Managing the Attractiveness of Evolved and Created Retail Agglomerations Formats , 2010 .

[43]  Edsger W. Dijkstra,et al.  A note on two problems in connexion with graphs , 1959, Numerische Mathematik.

[44]  J. Reynolds,et al.  A New Classification Of Shopping Centres In Great Britan using Multiple Branch Numbers. , 1992 .

[45]  M. Kuby,et al.  Gravity Modeling and its Impacts on Location Analysis , 2011 .

[46]  D. Benoit,et al.  Assessing GIS for retail location planning , 1997 .

[47]  Graham Clarke,et al.  Changing methods of location planning for retail companies , 1998 .

[48]  A. Fotheringham,et al.  Modelling Hierarchical Destination Choice , 1986 .

[49]  B. Berry,et al.  Central places in Southern Germany , 1967 .

[50]  S. Cockings,et al.  Delineating retail conurbations: A rules-based algorithmic approach , 2014 .