IDEAS home Printed from https://ideas.repec.org/a/eee/regeco/v50y2015icp87-107.html
   My bibliography  Save this article

The location of new anchor stores within metropolitan areas

Author

Listed:
  • Zhou, Tingyu
  • Clapp, John M.

Abstract

We examine the intra-metropolitan location decisions of retail stores by focusing on the openings of a comprehensive list of department (“anchor”) stores in the United States. The nonparametric K-density procedure shows that new stores are more dispersed than existing stores; their locations depend on existing competitive conditions. By applying a conditional logit model (CLM), we find that the location choices of new anchors can be associated with zoning, population, CBD and highway proximity, potential revenue and revenue growth, cannibalization, competition and localization economies. We find a lower bound on negative competitive effects in some regions. The CLM-based K-density confidence intervals explain actual location patterns within three miles.

Suggested Citation

  • Zhou, Tingyu & Clapp, John M., 2015. "The location of new anchor stores within metropolitan areas," Regional Science and Urban Economics, Elsevier, vol. 50(C), pages 87-107.
  • Handle: RePEc:eee:regeco:v:50:y:2015:i:c:p:87-107
    DOI: 10.1016/j.regsciurbeco.2014.11.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0166046214001124
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.regsciurbeco.2014.11.003?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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. Crozet, Matthieu & Mayer, Thierry & Mucchielli, Jean-Louis, 2004. "How do firms agglomerate? A study of FDI in France," Regional Science and Urban Economics, Elsevier, vol. 34(1), pages 27-54, January.
    3. Brueckner, Jan K, 1993. "Inter-store Externalities and Space Allocation in Shopping Centers," The Journal of Real Estate Finance and Economics, Springer, vol. 7(1), pages 5-16, July.
    4. Neumark, David & Zhang, Junfu & Ciccarella, Stephen, 2008. "The effects of Wal-Mart on local labor markets," Journal of Urban Economics, Elsevier, vol. 63(2), pages 405-430, March.
    5. Schuetz, Jenny, 2015. "Why are Walmart and Target Next-Door neighbors?," Regional Science and Urban Economics, Elsevier, vol. 54(C), pages 38-48.
    6. Konishi, Hideo & Sandfort, Michael T., 2003. "Anchor stores," Journal of Urban Economics, Elsevier, vol. 53(3), pages 413-435, May.
    7. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    8. Billings, Stephen B. & Johnson, Erik B., 2012. "A non-parametric test for industrial specialization," Journal of Urban Economics, Elsevier, vol. 71(3), pages 312-331.
    9. Konrad Stahl, 1982. "Location and Spatial Pricing Theory with Nonconvex Transportation Cost Schedules," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 575-582, Autumn.
    10. Alberto Salvo, 2010. "Inferring market power under the threat of entry: the case of the Brazilian cement industry," RAND Journal of Economics, RAND Corporation, vol. 41(2), pages 326-350, June.
    11. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    12. Pashigian, B Peter & Gould, Eric D, 1998. "Internalizing Externalities: The Pricing of Space in Shopping Malls," Journal of Law and Economics, University of Chicago Press, vol. 41(1), pages 115-142, April.
    13. Crozet, Matthieu & Mayer, Thierry & Mucchielli, Jean-Louis, 2004. "How do firms agglomerate? A study of FDI in France," Regional Science and Urban Economics, Elsevier, vol. 34(1), pages 27-54, January.
    14. Eric D. Gould & B. Peter Pashigian & Canice J. Prendergast, 2005. "Contracts, Externalities, and Incentives in Shopping Malls," The Review of Economics and Statistics, MIT Press, vol. 87(3), pages 411-422, August.
    15. Josep‐Maria Arauzo‐Carod & Daniel Liviano‐Solis & Miguel Manjón‐Antolín, 2010. "Empirical Studies In Industrial Location: An Assessment Of Their Methods And Results," Journal of Regional Science, Wiley Blackwell, vol. 50(3), pages 685-711, August.
    16. Woodward, Douglas & Figueiredo, Octavio & Guimaraes, Paulo, 2006. "Beyond the Silicon Valley: University R&D and high-technology location," Journal of Urban Economics, Elsevier, vol. 60(1), pages 15-32, July.
    17. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8o118937 is not listed on IDEAS
    18. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g8o118937 is not listed on IDEAS
    19. Basker, Emek, 2005. "Selling a cheaper mousetrap: Wal-Mart's effect on retail prices," Journal of Urban Economics, Elsevier, vol. 58(2), pages 203-229, September.
    20. Norbert Schulz & Konrad Stahl, 1996. "Do Consumers Search for the Highest Price? Oligopoly Equilibrium and Monopoly Optimum in Differentiated Products Markets," RAND Journal of Economics, The RAND Corporation, vol. 27(3), pages 542-562, Autumn.
    21. Glaeser, Edward L. & Gyourko, Joseph & Saiz, Albert, 2008. "Housing supply and housing bubbles," Journal of Urban Economics, Elsevier, vol. 64(2), pages 198-217, September.
    22. John Haltiwanger & Ron Jarmin & C. J. Krizan, 2010. "Mom-and-Pop Meet Big-Box: Complements or Substitutes?," NBER Chapters, in: Cities and Entrepreneurship, National Bureau of Economic Research, Inc.
    23. Chaim Fershtman & Ariel Pakes, 2012. "Dynamic Games with Asymmetric Information: A Framework for Empirical Work," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(4), pages 1611-1661.
    24. Jerry Hausman & Ephraim Leibtag, 2007. "Consumer benefits from increased competition in shopping outlets: Measuring the effect of Wal-Mart," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1157-1177.
    25. Ellickson, Paul B. & Grieco, Paul L.E., 2013. "Wal-Mart and the geography of grocery retailing," Journal of Urban Economics, Elsevier, vol. 75(C), pages 1-14.
    26. Thomas Klier & Daniel P. McMillen, 2008. "Evolving Agglomeration In The U.S. Auto Supplier Industry," Journal of Regional Science, Wiley Blackwell, vol. 48(1), pages 245-267, February.
    27. Michael J. Mazzeo, 2002. "Product Choice and Oligopoly Market Structure," RAND Journal of Economics, The RAND Corporation, vol. 33(2), pages 221-242, Summer.
    28. Bresnahan, Timothy F & Reiss, Peter C, 1991. "Entry and Competition in Concentrated Markets," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 977-1009, October.
    29. Thomas J. Holmes, 2011. "The Diffusion of Wal‐Mart and Economies of Density," Econometrica, Econometric Society, vol. 79(1), pages 253-302, January.
    30. Panle Jia, 2008. "What Happens When Wal-Mart Comes to Town: An Empirical Analysis of the Discount Retailing Industry," Econometrica, Econometric Society, vol. 76(6), pages 1263-1316, November.
    31. Lucia Foster & John Haltiwanger & C. J. Krizan, 2006. "Market Selection, Reallocation, and Restructuring in the U.S. Retail Trade Sector in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 748-758, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gabriel Lang & Eric Marcon & Florence Puech, 2020. "Distance-based measures of spatial concentration: Introducing a relative density function," Post-Print hal-01082178, HAL.
    2. Brad Humphreys & Josh Matti, 2018. "The Spatial Distribution of Urban Consumer Service Firms: Evidence from Yelp Reviews," Working Papers 18-03, Department of Economics, West Virginia University.
    3. Patel, Pankaj C. & Struckell, Elisabeth M. & Ojha, Divesh & Manikas, Andrew S., 2020. "Retail store churn and performance – The moderating role of sales amplitude and unpredictability," International Journal of Production Economics, Elsevier, vol. 222(C).
    4. Song Zhang & Mark van Duijn & Arno J. van der Vlist, 2020. "The external effects of inner‐city shopping centers: Evidence from the Netherlands," Journal of Regional Science, Wiley Blackwell, vol. 60(4), pages 583-611, September.
    5. Gabriel Lang & Eric Marcon & Florence Puech, 2020. "Distance-based measures of spatial concentration: introducing a relative density function," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 64(2), pages 243-265, April.
    6. Derya Celik Turkoglu & Mujde Erol Genevois, 2020. "A comparative survey of service facility location problems," Annals of Operations Research, Springer, vol. 292(1), pages 399-468, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. John M. Clapp & Stephen L. Ross & Tingyu Zhou, 2019. "Retail Agglomeration and Competition Externalities: Evidence from Openings and Closings of Multiline Department Stores in the U.S," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(1), pages 81-96, January.
    2. Cho, Janghee & Chun, Hyunbae & Lee, Yoonsoo, 2015. "How does the entry of large discount stores increase retail employment? Evidence from Korea," Journal of Comparative Economics, Elsevier, vol. 43(3), pages 559-574.
    3. Schuetz, Jenny, 2015. "Why are Walmart and Target Next-Door neighbors?," Regional Science and Urban Economics, Elsevier, vol. 54(C), pages 38-48.
    4. Matias Busso & Sebastian Galiani, 2019. "The Causal Effect of Competition on Prices and Quality: Evidence from a Field Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 33-56, January.
    5. Brian Adams & Joshua Gans & Richard Hayes & Ryan Lampe, 2018. "Does Organisational Form Drive Competition? Evidence from Coffee Retailing," The Economic Record, The Economic Society of Australia, vol. 94(305), pages 155-167, June.
    6. Josep-Maria Arauzo-Carod & Miguel Manjón-Antolín, 2012. "(Optimal) spatial aggregation in the determinants of industrial location," Small Business Economics, Springer, vol. 39(3), pages 645-658, October.
    7. Paul L. E. Grieco, 2014. "Discrete games with flexible information structures: an application to local grocery markets," RAND Journal of Economics, RAND Corporation, vol. 45(2), pages 303-340, June.
    8. Alessandro Bonanno & Stephan J. Goetz, 2012. "WalMart and Local Economic Development," Economic Development Quarterly, , vol. 26(4), pages 285-297, November.
    9. Borrescio-Higa, Florencia, 2015. "Can Walmart make us healthier? Prescription drug prices and health care utilization," Journal of Health Economics, Elsevier, vol. 44(C), pages 37-53.
    10. Bernstein, Shai & Colonnelli, Emanuele & Giroud, Xavier & Iverson, Benjamin, 2019. "Bankruptcy spillovers," Journal of Financial Economics, Elsevier, vol. 133(3), pages 608-633.
    11. Raffaella Sadun, 2015. "Does Planning Regulation Protect Independent Retailers?," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 983-1001, December.
    12. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    13. Basker, Emek, 2011. "The Causes and Consequences of Wal-Mart’s Growth," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 110-134.
    14. repec:hal:spmain:info:hdl:2441/1kv8mtgl748r0ahh12air9erdc is not listed on IDEAS
    15. John Haltiwanger & Ron Jarmin & C. J. Krizan, 2010. "Mom-and-Pop Meet Big-Box: Complements or Substitutes?," NBER Chapters, in: Cities and Entrepreneurship, National Bureau of Economic Research, Inc.
    16. John Clapp & Katsiaryna Bardos & Tingyu Zhou, 2014. "Expansions and Contractions of Major US Shopping Centers," The Journal of Real Estate Finance and Economics, Springer, vol. 48(1), pages 16-56, January.
    17. Richard Volpe, 2014. "Supercenters, Unionized Labor, and Performance in Food Retail," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(2), pages 325-355, April.
    18. Chung, Jamie, 2023. "The spillover effect of E-commerce on local retail real estate markets," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    19. Koster, Hans R.A. & Pasidis, Ilias & van Ommeren, Jos, 2019. "Shopping externalities and retail concentration: Evidence from dutch shopping streets," Journal of Urban Economics, Elsevier, vol. 114(C).
    20. Rebecca Cleary & Jean-Paul Chavas, 2022. "Strategic supermarket pricing of private labels and manufacturer brands," Empirical Economics, Springer, vol. 62(6), pages 2921-2950, June.
    21. Policarpo Garcia, Carolina & Furquim de Azevedo, Paulo, 2019. "Should competition authorities care about conglomerate mergers?," International Journal of Industrial Organization, Elsevier, vol. 66(C), pages 78-118.

    More about this item

    Keywords

    Localization vs competition; Multi-line department stores; Retail locations; Conditional logit; K-density confidence bands;
    All these keywords.

    JEL classification:

    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:regeco:v:50:y:2015:i:c:p:87-107. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/regec .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.