IDEAS home Printed from https://ideas.repec.org/p/nim/nimawp/18-2002.html
   My bibliography  Save this paper

Modeling industrial location decisions in U.S. counties

Author

Listed:
  • Octavio Figueiredo

    (University of Porto, CEMPRE)

  • Paulo Guimaraes

    (Universidade do Minho, NIMA)

  • Douglas Woodward

    (University of South Carolina)

Abstract

Given its sound theoretical underpinnings, the RandomUtilityMaximizationbased conditional logit model (CLM) serves as the principal method for applied research on industrial location decisions. Studies that implemented this methodology, however, had to confront the underlying Independence of Irrelevant Alternatives (IIA) assumption and were unable to fully accommodate this problem. This paper shows that by taking advantage of an equivalent relation between the CLM and Poisson regression likelihood functions one can more e.ectively control for the potential IIA violation in complex choice scenarios where the decision-maker confronts a large number of spatial alternatives. The paper also provides an illustration, demonstrating the advantages of this relation in investigation of location determinants of new manufacturing plant births in the U.S. counties.

Suggested Citation

  • Octavio Figueiredo & Paulo Guimaraes & Douglas Woodward, 2002. "Modeling industrial location decisions in U.S. counties," NIMA Working Papers 18, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
  • Handle: RePEc:nim:nimawp:18/2002
    as

    Download full text from publisher

    File URL: http://www3.eeg.uminho.pt/publications/NIMAwp18.pdf
    File Function: full text
    Download Restriction: none
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bartik, Timothy J, 1985. "Business Location Decisions in the United States: Estimates of the Effects of Unionization, Taxes, and Other Characteristics of States," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(1), pages 14-22, January.
    2. 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.
    3. Head, Keith & Ries, John & Swenson, Deborah, 1995. "Agglomeration benefits and location choice: Evidence from Japanese manufacturing investments in the United States," Journal of International Economics, Elsevier, vol. 38(3-4), pages 223-247, May.
    4. Timothy J. Bartik, 2003. "Local Economic Development Policies," Upjohn Working Papers 03-91, W.E. Upjohn Institute for Employment Research.
    5. Krugman, Paul, 1998. "What's New about the New Economic Geography?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 14(2), pages 7-17, Summer.
    6. Louis Anthony Cox Jr. & Weihsueh A. Chiu & David M. Hassenzahl & Daniel M. Kammen, 2000. "Response," Risk Analysis, John Wiley & Sons, vol. 20(3), pages 295-296, June.
    7. Martin, Ron, 1999. "The New 'Geographical Turn' in Economics: Some Critical Reflections," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(1), pages 65-91, January.
    8. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle, August.
    9. Paulo Guimaraes & Robert J. Rolfe & Douglas P. Woodward, 1998. "Regional Incentives and Industrial Location in Puerto Rico," International Regional Science Review, , vol. 21(2), pages 119-138, August.
    10. John E. Anderson & Robert W. Wassmer, 2000. "Bidding for Business: The Efficacy of Local Economic Development Incentives in a Metropolitan Area," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number bb, August.
    11. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    12. Joseph Friedman & Hung-Gay Fung & Daniel A. Gerlowski & Jonathan Silberman, 1996. "A Note on "State Characteristics and the Location of Foreign Direct Investment within the United States."," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 367-368, May.
    13. Carlton, Dennis W, 1983. "The Location and Employment Choices of New Firms: An Econometric Model with Discrete and Continuous Endogenous Variables," The Review of Economics and Statistics, MIT Press, vol. 65(3), pages 440-449, August.
    14. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    15. Hanson, Gordon H, 1996. "Localization Economies, Vertical Organization, and Trade," American Economic Review, American Economic Association, vol. 86(5), pages 1266-1278, December.
    16. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    17. Daniel McFadden, 1977. "Modelling the Choice of Residential Location," Cowles Foundation Discussion Papers 477, Cowles Foundation for Research in Economics, Yale University.
    18. Figueiredo, Octavio & Guimaraes, Paulo & Woodward, Douglas, 2002. "Home-field advantage: location decisions of Portuguese entrepreneurs," Journal of Urban Economics, Elsevier, vol. 52(2), pages 341-361, September.
    19. Jan Ondrich & Michael Wasylenko, 1993. "Foreign Direct Investment in the United States: Magnitudes and Location Choice of New Manufacturing Plants," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number fdius, August.
    20. Cletus C. Coughlin & Eran Segev, 2000. "Location Determinants of New Foreign‐Owned Manufacturing Plants," Journal of Regional Science, Wiley Blackwell, vol. 40(2), pages 323-351, May.
    21. Coughlin, Cletus C & Terza, Joseph V & Arromdee, Vachira, 1991. "State Characteristics and the Location of Foreign Direct Investment within the United States," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 675-683, November.
    22. Hansen, Eric R., 1987. "Industrial location choice in Sao Paulo, Brazil : A nested logit model," Regional Science and Urban Economics, Elsevier, vol. 17(1), pages 89-108, February.
    23. Levinson, Arik, 1996. "Environmental regulations and manufacturers' location choices: Evidence from the Census of Manufactures," Journal of Public Economics, Elsevier, vol. 62(1-2), pages 5-29, October.
    24. Venables, Anthony J, 1996. "Localization of Industry and Trade Performance," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 12(3), pages 52-60, Autumn.
    25. Head, C. Keith & Ries, John C. & Swenson, Deborah L., 1999. "Attracting foreign manufacturing: Investment promotion and agglomeration," Regional Science and Urban Economics, Elsevier, vol. 29(2), pages 197-218, March.
    26. Michael Porter, 1994. "The Role of Location in Competition," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 1(1), pages 35-40.
    27. List, John A., 2001. "US county-level determinants of inbound FDI: evidence from a two-step modified count data model," International Journal of Industrial Organization, Elsevier, vol. 19(6), pages 953-973, May.
    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. Siedschlag, Iulia & Zhang, Xiaoheng & Smith, Donal, 2009. "What Determines the Attractiveness of EU Regions to the Location of Multinational Firms in the ICT Sector?," Papers DYNREG45, Economic and Social Research Institute (ESRI).
    2. Anabela Botelho & Ligia Costa Pinto, 2002. "Hypothetical, real, and predicted real willingness to pay in open-ended surveys: experimental results," Applied Economics Letters, Taylor & Francis Journals, vol. 9(15), pages 993-996.
    3. Aslan Zorlu & Joop Hartog, 2005. "The effect of immigration on wages in three european countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(1), pages 113-151, December.
    4. Paulo Guimarães, 2002. "The state of Portuguese research in economics: an analysis based on publications in international journals," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(1), pages 3-25, March.
    5. Elisabet Viladecans Marsal & Josep Maria Arauzo Carod, "undated". "Industrial Location at the Intra-metropolitan Level: A Negative Binomial Approach," Studies on the Spanish Economy 224, FEDEA.
    6. Botelho, Anabela & Pinto, Ligia Costa, 2004. "Students' expectations of the economic returns to college education: results of a controlled experiment," Economics of Education Review, Elsevier, vol. 23(6), pages 645-653, December.
    7. Pinto, Ligia M. & Harrison, Glenn W., 2003. "Multilateral negotiations over climate change policy," Journal of Policy Modeling, Elsevier, vol. 25(9), pages 911-930, December.
    8. Anabela Botelho, 2001. "Strategic behavior at trial-The production, reporting, and evaluation of complex evidence," NIMA Working Papers 14, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    9. Joao Cerejeira da Silva, 2002. "Identification of the Portuguese industrial districts," NIMA Working Papers 17, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    10. Frances Ruane & Xiaoheng Zhang, 2007. "Location Choices of the Pharmaceutical Industry in Europe after 1992," The Institute for International Integration Studies Discussion Paper Series iiisdp220, IIIS.
    11. Elvira Lima & Teresa J. Esquerdo, 2003. "The economic costs of alcohol misuse in Portugal," NIMA Working Papers 24, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    12. Pedro Portugal & Ana Rute Cardoso, 2001. "Disentangling the minimum wage puzzle: an analysis of job accessions and separations from a longitudinal matched employer- employee data set," NIMA Working Papers 9, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    13. Ana Rute Cardoso & Priscila Ferreira, 2009. "The dynamics of job creation and destruction for university graduates: why a rising unemployment rate can be misleading," Applied Economics, Taylor & Francis Journals, vol. 41(19), pages 2513-2521.
    14. Pe'er, Aviad & Vertinsky, Ilan, 2008. "Firm exits as a determinant of new entry: Is there evidence of local creative destruction?," Journal of Business Venturing, Elsevier, vol. 23(3), pages 280-306, May.
    15. Elvira Lima & David K. Whynes, 2003. "Finance and performance of Portuguese hospitals," NIMA Working Papers 20, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    16. Min Zhou & Man Yuan & Yaping Huang & Kaixuan Lin, 2021. "Effects of Institutions on Spatial Patterns of Manufacturing Industries and Policy Implications in Metropolitan Areas: A Case Study of Wuhan, China," Land, MDPI, vol. 10(7), pages 1-16, July.
    17. Anabela Botelho & Lígia Costa Pinto & Miguel Portela & Antonio Silva, 2001. "The determinants of success in university entrance," NIMA Working Papers 13, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.

    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. 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.
    2. Chen, George Shih-Ku, 2009. "Agglomeration economies and the location of Taiwanese investment in China," MPRA Paper 13896, University Library of Munich, Germany.
    3. Salvador Barrios & Holger Görg & Eric Strobl, 2006. "Multinationals' Location Choice, Agglomeration Economies, and Public Incentives," International Regional Science Review, , vol. 29(1), pages 81-107, January.
    4. Guimaraes, Paulo & Figueiredo, Octavio & Woodward, Douglas, 2000. "Agglomeration and the Location of Foreign Direct Investment in Portugal," Journal of Urban Economics, Elsevier, vol. 47(1), pages 115-135, January.
    5. Paulo Guimaraes & Robert J. Rolfe & Douglas P. Woodward, 1998. "Regional Incentives and Industrial Location in Puerto Rico," International Regional Science Review, , vol. 21(2), pages 119-138, August.
    6. Paulo Guimarães & Octávio Figueiredo & Douglas Woodward, 2004. "Measuring the Localization of Economic Activity: A Random Utility Approach," FEP Working Papers 161, Universidade do Porto, Faculdade de Economia do Porto.
    7. Niklas Elert, 2014. "What determines entry? Evidence from Sweden," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 55-92, August.
    8. Josep‐Maria Arauzo‐Carod, 2008. "Industrial Location At A Local Level: Comments On The Territorial Level Of The Analysis," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 99(2), pages 193-208, April.
    9. Fabienne Boudier‐Bensebaa, 2005. "Agglomeration economies and location choice: Foreign direct investment in Hungary," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 13(4), pages 605-628, October.
    10. Luisa Alamá-Sabater & Andrés Artal-Tur & José Navarro-Azorín, 2011. "Industrial location, spatial discrete choice models and the need to account for neighbourhood effects," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 47(2), pages 393-418, October.
    11. Marius Brülhart & Kurt Schmidheiny, 2015. "Estimating The Rivalness Of State-Level Inward Fdi," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 139-148, January.
    12. Junjie Hong, 2009. "Firm Heterogeneity and Location Choices: Evidence from Foreign Manufacturing Investments in China," Urban Studies, Urban Studies Journal Limited, vol. 46(10), pages 2143-2157, September.
    13. Marius Brülhart & Kurt Schmidheiny, 2015. "Estimating The Rivalness Of State-Level Inward Fdi," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 139-148, January.
    14. Rogers, Cynthia L. & Wu, Chen, 2012. "Employment by foreign firms in the U.S.: Do state incentives matter?," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 664-680.
    15. Figueiredo, Octavio & Guimaraes, Paulo, 1999. "Start-Ups Domestic Location Decisions, and the Entrepreneur's Geographical Origin," ERSA conference papers ersa99pa045, European Regional Science Association.
    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. Kandogan, Yener, 2012. "Regional foreign direct investment potential of the states within the US," Journal of Economics and Business, Elsevier, vol. 64(4), pages 306-322.
    18. Kim, Hyungtai & Ahn, Sanghoon & Ulfarsson, Gudmundur F., 2018. "Transportation infrastructure investment and the location of new manufacturing around South Korea's West Coast Expressway," Transport Policy, Elsevier, vol. 66(C), pages 146-154.
    19. Megha Mukim & Peter Nunnenkamp, 2012. "The Location Choices of Foreign Investors: A District-level Analysis in India," The World Economy, Wiley Blackwell, vol. 35(7), pages 886-918, July.
    20. Jonathan Jones, 2017. "Agglomeration economies and the location of foreign direct investment: A meta-analysis," Journal of Regional Science, Wiley Blackwell, vol. 57(5), pages 731-757, November.

    More about this item

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R39 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other

    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:nim:nimawp:18/2002. 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: NIMA (email available below). General contact details of provider: http://nima.eeg.uminho.pt/ .

    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.