IDEAS home Printed from https://ideas.repec.org/p/fip/fedhwp/wp-05-18.html
   My bibliography  Save this paper

Clustering of auto supplier plants in the U.S.: GMM spatial logit for large samples

Author

Listed:
  • Thomas H. Klier
  • Daniel P. McMillen

Abstract

A linearized version of Pinkse and Slade?s (1998) spatial probit estimator is used to account for the tendency of auto supplier plants to cluster together. By reducing estimation to two steps ? standard probit or logit followed by two-stage least squares ? linearization produces a model that can be estimated using large datasets. Our results imply significant clustering among older plants. Supplier plants are more likely to be in counties that are near assembly plants, that include interstate highways, and that are near other counties with supplier plants. New plants show no additional tendency toward clustering beyond that shown by older plants.

Suggested Citation

  • Thomas H. Klier & Daniel P. McMillen, 2005. "Clustering of auto supplier plants in the U.S.: GMM spatial logit for large samples," Working Paper Series WP-05-18, Federal Reserve Bank of Chicago.
    • Handle: RePEc:fip:fedhwp:wp-05-18
    as

    Download full text from publisher

    File URL: http://www.chicagofed.org/digital_assets/publications/working_papers/2005/wp2005_18.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Brueckner, Jan K. & Saavedra, Luz A., 2001. "Do Local Governments Engage in Strategic Property-Tax Competition?," National Tax Journal, National Tax Association;National Tax Journal, vol. 54(2), pages 203-230, June.
    2. Pinkse, Joris & Slade, Margaret E., 1998. "Contracting in space: An application of spatial statistics to discrete-choice models," Journal of Econometrics, Elsevier, vol. 85(1), pages 125-154, July.
    3. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    4. Craig Brett & Joris Pinkse, 2000. "The determinants of municipal tax rates in British Columbia," Canadian Journal of Economics, Canadian Economics Association, vol. 33(3), pages 695-714, August.
    5. Brueckner, Jan K., 1998. "Testing for Strategic Interaction Among Local Governments: The Case of Growth Controls," Journal of Urban Economics, Elsevier, vol. 44(3), pages 438-467, November.
    6. Saavedra, Luz Amparo, 2000. "A Model of Welfare Competition with Evidence from AFDC," Journal of Urban Economics, Elsevier, vol. 47(2), pages 248-279, March.
    7. Case, Anne C. & Rosen, Harvey S. & Hines, James Jr., 1993. "Budget spillovers and fiscal policy interdependence : Evidence from the states," Journal of Public Economics, Elsevier, vol. 52(3), pages 285-307, October.
    8. Alfonso Flores‐Lagunes & Kurt Erik Schnier, 2012. "Estimation of sample selection models with spatial dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(2), pages 173-204, March.
    9. Smith Jr. , Donald F. & Florida Richard, 1994. "Agglomeration and Industrial Location: An Econometric Analysis of Japanese-Affiliated Manufacturing Establishments in Automotive-Related Industries," Journal of Urban Economics, Elsevier, vol. 36(1), pages 23-41, July.
    10. Revelli, Federico, 2003. "Reaction or interaction? Spatial process identification in multi-tiered government structures," Journal of Urban Economics, Elsevier, vol. 53(1), pages 29-53, January.
    11. Thomas H. Klier, 2004. "Challenges to the U.S. auto industry," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue Mar.
    12. Case, Anne, 1992. "Neighborhood influence and technological change," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 491-508, September.
    13. Fredriksson, Per G. & Millimet, Daniel L., 2002. "Strategic Interaction and the Determination of Environmental Policy across U.S. States," Journal of Urban Economics, Elsevier, vol. 51(1), pages 101-122, January.
    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. Raymond Kuo, 2020. "Secrecy among Friends: Covert Military Alliances and Portfolio Consistency," Journal of Conflict Resolution, Peace Science Society (International), vol. 64(1), pages 63-89, January.
    2. T. Randall Fortenbery & Steven C. Deller & Lindsay Amiel, 2013. "The Location Decisions of Biodiesel Refineries," Land Economics, University of Wisconsin Press, vol. 89(1), pages 118-136.
    3. Jørn Rattsø & Jon Hernes Fiva, 2005. "Decentralization with Property Taxation to Improve Incentives: Evidence from Local Governments’ Discrete Choice," Working Paper Series 5305, Department of Economics, Norwegian University of Science and Technology, revised 02 Sep 2005.
    4. Michael Carroll & Neil Reid & Bruce Smith, 2008. "Location quotients versus spatial autocorrelation in identifying potential cluster regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(2), pages 449-463, June.
    5. Whitacre, Brian E. & Mahasuweerachai, Phumsith, 2008. "“Small” Broadband Providers and Federal Assistance Programs: Solving the Digital Divide?," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 38(3), pages 1-15.
    6. Jason P. Brown & Raymond J.G.M. Florax & Kevin T. McNamara, 2008. "Evolution Of Investment Flows In U.S. Manufacturing:A Spatial Panel Approach," Working Papers 08-06, Purdue University, College of Agriculture, Department of Agricultural Economics.
    7. Chandra Bhat & Ipek Sener, 2009. "A copula-based closed-form binary logit choice model for accommodating spatial correlation across observational units," Journal of Geographical Systems, Springer, vol. 11(3), pages 243-272, 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. Revelli, Federico, 2006. "Performance rating and yardstick competition in social service provision," Journal of Public Economics, Elsevier, vol. 90(3), pages 459-475, February.
    2. Rincke, Johannes, 2010. "A commuting-based refinement of the contiguity matrix for spatial models, and an application to local police expenditures," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 324-330, September.
    3. Carrión-Flores, Carmen E. & Flores-Lagunes, Alfonso & Guci, Ledia, 2018. "An estimator for discrete-choice models with spatial lag dependence using large samples, with an application to land-use conversions," Regional Science and Urban Economics, Elsevier, vol. 69(C), pages 77-93.
    4. Fredriksson, Per G. & List, John A. & Millimet, Daniel L., 2004. "Chasing the smokestack: strategic policymaking with multiple instruments," Regional Science and Urban Economics, Elsevier, vol. 34(4), pages 387-410, July.
    5. Jan K. Brueckner, 2003. "Strategic Interaction Among Governments: An Overview of Empirical Studies," International Regional Science Review, , vol. 26(2), pages 175-188, April.
    6. Federico Revelli, 2005. "On Spatial Public Finance Empirics," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 12(4), pages 475-492, August.
    7. Revelli Federico, 2002. "Neighborhood effects in social service provision. Competition or reflection?," Department of Economics and Statistics Cognetti de Martiis. Working Papers 200206, University of Turin.
    8. Daniel P. McMillen, 2010. "Issues In Spatial Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 119-141, February.
    9. Lars P. Feld, 2006. "Regulatory Competition and Federalism in Switzerland: Diffusion by Horizontal and Vertical Interaction," CREMA Working Paper Series 2006-22, Center for Research in Economics, Management and the Arts (CREMA).
    10. Revelli, Federico, 2003. "Reaction or interaction? Spatial process identification in multi-tiered government structures," Journal of Urban Economics, Elsevier, vol. 53(1), pages 29-53, January.
    11. Fredriksson, Per G. & Millimet, Daniel L., 2002. "Is there a 'California effect' in US environmental policymaking?," Regional Science and Urban Economics, Elsevier, vol. 32(6), pages 737-764, November.
    12. Wang, Jian & Wu, Qun & Yan, Siqi & Guo, Guancheng & Peng, Shangui, 2020. "China’s local governments breaking the land use planning quota: A strategic interaction perspective," Land Use Policy, Elsevier, vol. 92(C).
    13. Ruiz, Fernando & Gerard, Marcel, 2008. "Is there evidence of strategic corporate tax interaction among EU countries?," MPRA Paper 10094, University Library of Munich, Germany.
    14. Michael P. Devereux & Simon Loretz, 2013. "What Do We Know About Corporate Tax Competition?," National Tax Journal, National Tax Association;National Tax Journal, vol. 66(3), pages 745-774, September.
    15. Rincke, Johannes, 2006. "Competition in the public school sector: Evidence on strategic interaction among US school districts," Journal of Urban Economics, Elsevier, vol. 59(3), pages 352-369, May.
    16. Martial Foucault & Thierry Madies & Sonia Paty, 2008. "Public spending interactions and local politics. Empirical evidence from French municipalities," Public Choice, Springer, vol. 137(1), pages 57-80, October.
    17. Raffaella SANTOLINI, 2007. "An Empitical Analysis of Political and Informative Trends on Municipalities of an Italian Region," Working Papers 294, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    18. Millimet, Daniel L. & Rangaprasad, Vasudha, 2007. "Strategic competition amongst public schools," Regional Science and Urban Economics, Elsevier, vol. 37(2), pages 199-219, March.
    19. Gebremeskel Gebremariam & Tesfa Gebremedhin & Peter Schaeffer, 2012. "County-level determinants of local public services in Appalachia: a multivariate spatial autoregressive model approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(1), pages 175-190, August.
    20. Thierry Madiès & Sonia Paty & Yvon Rocaboy, 2005. "Externalités fiscales horizontales et verticales. Où en est la théorie du fédéralisme financier ?," Revue d'économie politique, Dalloz, vol. 115(1), pages 17-63.

    More about this item

    Keywords

    Automobile supplies industry;

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:fip:fedhwp:wp-05-18. 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: Lauren Wiese (email available below). General contact details of provider: https://edirc.repec.org/data/frbchus.html .

    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.