IDEAS home Printed from https://ideas.repec.org/p/fip/fedkrw/rwp14-05.html
   My bibliography  Save this paper

Location decisions of natural gas extraction establishments: a smooth transition count model approach

Author

Listed:
  • Jason Brown
  • Dayton Lambert

Abstract

The economic geography of the United States' energy landscape changed rapidly with domestic expansion of the natural gas sector. Recent work with smooth transition parameter models is extended to an establishment location model estimated using Poisson regression to test whether expansion of this sector, as evidenced by firm location decisions from 2005 to 2010, is characterized by different growth regimes. Results suggest business establishment growth of firms engaged in natural gas extraction was faster when the average area of shale and tight gas transition coverage in neighboring counties exceeded 17%. Local agglomeration externalities, access to skilled labor and transportation infrastructure were of more economic importance to location decisions in the high growth regime. Accordingly, growth rates were heterogeneous across the lower 48 States, suggesting potentially different outcomes with respect to local investment decisions supporting this sector.

Suggested Citation

  • Jason Brown & Dayton Lambert, 2014. "Location decisions of natural gas extraction establishments: a smooth transition count model approach," Research Working Paper RWP 14-5, Federal Reserve Bank of Kansas City.
    • Handle: RePEc:fip:fedkrw:rwp14-05
    as

    Download full text from publisher

    File URL: https://www.kansascityfed.org/documents/7717/rwp14-05.pdf
    Download Restriction: no
    ---><---

    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. Lambert, Dayton M. & McNamara, Kevin T. & Garrett, Megan I., 2006. "An Application of Spatial Poisson Models to Manufacturing Investment Location Analysis," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 38(1), pages 1-17, April.
    3. Paulo Guimarães & Octávio Figueiredo & Douglas Woodward, 2004. "Industrial Location Modeling: Extending the Random Utility Framework," Journal of Regional Science, Wiley Blackwell, vol. 44(1), pages 1-20, February.
    4. Lambert, Dayton M. & Brown, Jason P. & Florax, Raymond J.G.M., 2010. "A two-step estimator for a spatial lag model of counts: Theory, small sample performance and an application," Regional Science and Urban Economics, Elsevier, vol. 40(4), pages 241-252, July.
    5. Todd Gabe, 2003. "Local Industry Agglomeration and New Business Activity," Growth and Change, Wiley Blackwell, vol. 34(1), pages 17-39, February.
    6. Edward L. Glaeser & Janet E. Kohlhase, 2004. "Cities, regions and the decline of transport costs," Advances in Spatial Science, in: Raymond J. G. M. Florax & David A. Plane (ed.), Fifty Years of Regional Science, pages 197-228, Springer.
    7. James P. LeSage & Manfred M. Fischer, 2012. "Estimates of the Impact of Static and Dynamic Knowledge Spillovers on Regional Factor Productivity," International Regional Science Review, , vol. 35(1), pages 103-127, January.
    8. 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.
    9. Luc Anselin & Nancy Lozano-Gracia, 2009. "Errors in variables and spatial effects in hedonic house price models of ambient air quality," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 5-34, Springer.
    10. Fotopoulos, Georgios & Louri, Helen, 2000. "Location and Survival of New Entry," Small Business Economics, Springer, vol. 14(4), pages 311-321, June.
    11. Davis, David E. & Schluter, Gerald E., 2005. "Labor-Force Heterogeneity as a Source of Agglomeration Economies in an Empirical Analysis of County-Level Determinants of Food Plant Entry," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 30(3), pages 1-22, December.
    12. 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.
    13. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    14. repec:rre:publsh:v:36:y:2006:i:2:p:140-62 is not listed on IDEAS
    15. Josep Maria Arauzo Carod, 2005. "Determinants of industrial location: An application for Catalan municipalities," Papers in Regional Science, Wiley Blackwell, vol. 84(1), pages 105-120, March.
    16. Henderson, Jason R. & McNamara, Kevin T., 2000. "The Location Of Food Manufacturing Plant Investments In Corn Belt Counties," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 25(2), pages 1-18, December.
    17. Pede, Valerien O. & Florax, Raymond J.G.M. & Holt, Matthew T., 2009. "A Spatial Econometric Star Model With An Application To U.S. County Economic Growth, 1969–2003," Working papers 48117, Purdue University, Department of Agricultural Economics.
    18. 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.
    19. 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.
    20. John P. Blair & Robert Premus, 1987. "Major Factors in Industrial Location: A Review," Economic Development Quarterly, , vol. 1(1), pages 72-85, February.
    21. Kelejian, Harry H. & Prucha, Ingmar R., 2007. "HAC estimation in a spatial framework," Journal of Econometrics, Elsevier, vol. 140(1), pages 131-154, September.
    22. Dayton M. Lambert & Kevin T. McNamara, 2009. "Location determinants of food manufacturers in the United States, 2000–2004: are nonmetropolitan counties competitive?," Agricultural Economics, International Association of Agricultural Economists, vol. 40(6), pages 617-630, November.
    23. repec:rre:publsh:v:37:y:2007:i:2:p:251-78 is not listed on IDEAS
    24. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053.
    25. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    26. 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.
    27. Dayton M. Lambert & Wan Xu & Raymond J. G. M. Florax, 2014. "Partial Adjustment Analysis of Income and Jobs, and Growth Regimes in the Appalachian Region with Smooth Transition Spatial Process Models," International Regional Science Review, , vol. 37(3), pages 328-364, July.
    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. Munasib, Abdul & Rickman, Dan S., 2015. "Regional economic impacts of the shale gas and tight oil boom: A synthetic control analysis," Regional Science and Urban Economics, Elsevier, vol. 50(C), pages 1-17.
    2. Jeffrey Rous & Vicki Oppenheim & Myungsup Kim & Matthew Fry & Chetan Tiwari & Murray Rice, 2020. "Evaluating determinants of shale gas well locations in an urban setting," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(3), pages 645-671, December.

    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. Lambert, Dayton M. & Brown, Jason P. & Florax, Raymond J.G.M., 2010. "A two-step estimator for a spatial lag model of counts: Theory, small sample performance and an application," Regional Science and Urban Economics, Elsevier, vol. 40(4), pages 241-252, July.
    2. Jason P. Brown & Dayton M. Lambert & Raymond J. G. M. Florax, 2013. "The Birth, Death, and Persistence of Firms: Creative Destruction and the Spatial Distribution of U.S. Manufacturing Establishments, 2000–2006," Economic Geography, Clark University, vol. 89(3), pages 203-226, July.
    3. Dayton M. Lambert & Kevin T. McNamara, 2009. "Location determinants of food manufacturers in the United States, 2000–2004: are nonmetropolitan counties competitive?," Agricultural Economics, International Association of Agricultural Economists, vol. 40(6), pages 617-630, November.
    4. Daniel Liviano & Josep-Maria Arauzo-Carod, 2013. "Industrial location and interpretation of zero counts," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(2), pages 515-534, April.
    5. 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.
    6. 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.
    7. Davis, David E. & Schluter, Gerald E., 2005. "Labor-Force Heterogeneity as a Source of Agglomeration Economies in an Empirical Analysis of County-Level Determinants of Food Plant Entry," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 30(3), pages 1-22, December.
    8. Kinne, Jan & Resch, Bernd, 2017. "Analysing and predicting micro-location patterns of software firms," ZEW Discussion Papers 17-063, ZEW - Leibniz Centre for European Economic Research.
    9. Liviano Solís, Daniel & Arauzo Carod, Josep Maria, 2011. "Industrial Location and Space: New Insights," Working Papers 2072/152137, Universitat Rovira i Virgili, Department of Economics.
    10. 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.
    11. Jason P. Brown & Raymond J.G.M. Florax & Kevin T. McNamara, 2009. "Determinants Of Investme??T Flows In U.S. Manufacturing," Working Papers 09-10, Purdue University, College of Agriculture, Department of Agricultural Economics.
    12. Roberto Basile & Luigi Benfratello & Davide Castellani, 2012. "Geoadditive models for regional count data: an application to industrial location," ERSA conference papers ersa12p83, European Regional Science Association.
    13. 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.
    14. Lambert, Dayton M. & Florax, Raymond J.G.M. & Cho, Seong-Hoon, 2008. "Bandwidth Selection For Spatial Hac And Other Robust Covariance Estimators," Working papers 44258, Purdue University, Department of Agricultural Economics.
    15. 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.
    16. Josep-Maria Arauzo-Carod, 2013. "Location Determinants of New Firms: Does Skill Level of Human Capital Really Matter?," Growth and Change, Wiley Blackwell, vol. 44(1), pages 118-148, March.
    17. 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.
    18. Colin Wren & Jonathan Jones, 2011. "Assessing The Regional Impact Of Grants On Fdi Location: Evidence From U.K. Regional Policy, 1985–2005," Journal of Regional Science, Wiley Blackwell, vol. 51(3), pages 497-517, August.
    19. Simon Falck & Hans Westlund, 2013. "Regional Grants And Fdi Location: Evidence From Swedish Regional Policy Programs 2002-2009," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 7(1), pages 36-68, JUNE.
    20. repec:rre:publsh:v:39:y:2009:i:3:p:269-86 is not listed on IDEAS
    21. Jordi Jofre-Monseny & Raquel Marín-López & Elisabet Viladecans-Marsal, 2012. "What underlies localization and urbanization economies? Evidence from the location of new firms," Working Papers 2012/9, Institut d'Economia de Barcelona (IEB).

    More about this item

    Keywords

    Natural gas extraction; Location choice; Count model; Endogenous growth regimes; Spatially varying parameters;
    All these keywords.

    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:fedkrw:rwp14-05. 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: Zach Kastens (email available below). General contact details of provider: https://edirc.repec.org/data/frbkcus.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.