IDEAS home Printed from https://ideas.repec.org/a/sae/envira/v50y2018i1p111-132.html
   My bibliography  Save this article

US Metropolitan Area Resilience: Insights from dynamic spatial panel estimation

Author

Listed:
  • Justin Doran
  • Bernard Fingleton

Abstract

In this paper, we show that the economic crisis commencing in 2007 had different impacts across US Metropolitan Statistical Areas, and seek to understand why differences occurred. The hypothesis of interest is that differences in industrial structure are a cause of variations in response to the crisis. Our approach uses a state-of-the art dynamic spatial panel model to obtain counterfactual predictions of Metropolitan Statistical Area employment levels from 2008 to 2014. The counterfactual employment series are compared with actual employment paths in order to obtain Metropolitan Statistical Area-specific measures of crisis impact, which then are analysed with a view to testing the hypothesis that resilience to the crisis was dependent on Metropolitan Statistical Area industrial structure.

Suggested Citation

  • Justin Doran & Bernard Fingleton, 2018. "US Metropolitan Area Resilience: Insights from dynamic spatial panel estimation," Environment and Planning A, , vol. 50(1), pages 111-132, February.
  • Handle: RePEc:sae:envira:v:50:y:2018:i:1:p:111-132
    DOI: 10.1177/0308518X17736067
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0308518X17736067
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0308518X17736067?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
    ---><---

    References listed on IDEAS

    as
    1. Rod Cross & Hugh McNamara & Alexei Pokrovskii, 2012. "Memory of recessions," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 34(3), pages 413-430.
    2. Justin Doran & Bernard Fingleton, 2014. "Economic shocks and growth: Spatio-temporal perspectives on Europe's economies in a time of crisis," Papers in Regional Science, Wiley Blackwell, vol. 93, pages 137-165, November.
    3. Peter C.B. Phillips & Yixiao Sun & Sainan Jin, 2003. "Consistent HAC Estimation and Robust Regression Testing Using Sharp Origin Kernels with No Truncation," Cowles Foundation Discussion Papers 1407, Cowles Foundation for Research in Economics, Yale University.
    4. Faini, Riccardo, 1984. "Increasing Returns, Non-Traded Inputs and Regional Development," Economic Journal, Royal Economic Society, vol. 94(374), pages 308-323, June.
    5. Jacob R. Holm & Christian R. Østergaard, 2020. "Regional Employment Growth, Shocks and Regional Industrial Resilience: A Quantitative Analysis of the Danish ICT Sector," Regional Studies, Taylor & Francis Journals, vol. 49(1), pages 95-112, July.
    6. A. P. Thirlwall, 2015. "A Model of Regional Growth Rate Differences on Kaldorian Lines," Palgrave Studies in the History of Economic Thought, in: Essays on Keynesian and Kaldorian Economics, chapter 12, pages 286-301, Palgrave Macmillan.
    7. John M. Quigley, 1998. "Urban Diversity and Economic Growth," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 127-138, Spring.
    8. Justin Doran & Bernard Fingleton, 2015. "Resilience from the micro perspective," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 205-223.
    9. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    10. Dixon, R J & Thirlwall, Anthony P, 1978. "Growth Rate Stability in the Kaldorian Regional Model," Scottish Journal of Political Economy, Scottish Economic Society, vol. 25(1), pages 97-99, February.
    11. Jordi Pons-Novell & Elisabet Viladecans-Marsal, 1999. "Kaldor's Laws and Spatial Dependence: Evidence for the European Regions," Regional Studies, Taylor & Francis Journals, vol. 33(5), pages 443-451.
    12. Edward L. Glaeser & Giacomo A. M. Ponzetto & Kristina Tobio, 2014. "Cities, Skills and Regional Change," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 7-43, January.
    13. J. Paul Elhorst, 2014. "Spatial Panel Data Models," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 37-93, Springer.
    14. Edward Ludwig Glaeser, 2005. "Urban colossus: why is New York America's largest city?," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 7-24.
    15. Ron Martin & Peter Sunley & Ben Gardiner & Peter Tyler, 2016. "How Regions React to Recessions: Resilience and the Role of Economic Structure," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 561-585, April.
    16. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    17. Bernard Fingleton, 2014. "Forecasting with dynamic spatial panel data: practical implementation methods," Economics and Business Letters, Oviedo University Press, vol. 3(4), pages 194-207.
    18. Fingleton, B & McCombie, J S L, 1998. "Increasing Returns and Economic Growth: Some Evidence for Manufacturing from the European Union Regions," Oxford Economic Papers, Oxford University Press, vol. 50(1), pages 89-105, January.
    19. J. S. L. McCombie & A. P. Thirlwall, 1994. "Economic Growth and the Balance-of-Payments Constraint," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-23121-8, September.
    20. Michael J. Artis & Ernest Miguelez & Rosina Moreno, 2012. "Agglomeration economies and regional intangible assets: an empirical investigation," Journal of Economic Geography, Oxford University Press, vol. 12(6), pages 1167-1189, November.
    21. Shushanik Papanyan, 2010. "The transmission of shocks between Europe, Japan and the United States," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 29(1-2), pages 54-70.
    22. Zizi Goschin & Daniela L. Constantin & Monica Roman & Bogdan Ileanu, 2009. "Regional Specialisation and Geographic Concentration of Industries in Romania," South-Eastern Europe Journal of Economics, Association of Economic Universities of South and Eastern Europe and the Black Sea Region, vol. 7(1), pages 99-113.
    23. Kaldor, Nicholas, 1975. "Economic Growth and the Verdoorn Law-A Comment on Mr. Rowthorn's Article," Economic Journal, Royal Economic Society, vol. 85(340), pages 891-896, December.
    24. Badi H. Baltagi & Bernard Fingleton & Alain Pirotte, 2014. "Estimating and Forecasting with a Dynamic Spatial Panel Data Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(1), pages 112-138, February.
    25. Rowthorn, R E, 1975. "A Reply to Lord Kaldor's Comment," Economic Journal, Royal Economic Society, vol. 85(340), pages 897-901, December.
    26. Susan Christopherson & Jonathan Michie & Peter Tyler, 2010. "Regional resilience: theoretical and empirical perspectives," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 3-10.
    27. Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2010. "A Spatial Cliff‐Ord‐Type Model With Heteroskedastic Innovations: Small And Large Sample Results," Journal of Regional Science, Wiley Blackwell, vol. 50(2), pages 592-614, May.
    28. Rowthorn, R E, 1975. "What Remains of Kaldor's Law?," Economic Journal, Royal Economic Society, vol. 85(337), pages 10-19, March.
    29. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    30. Sandy Dall’erba & Marco Percoco & Gianfranco Piras, 2009. "Service industry and cumulative growth in the regions of Europe," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 21(4), pages 333-349, July.
    31. Edward L. Glaeser, 2005. "Urban Colossus: Why is New York America's Largest City?," Harvard Institute of Economic Research Working Papers 2073, Harvard - Institute of Economic Research.
    32. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    33. repec:edn:sirdps:172 is not listed on IDEAS
    34. John S. L. McCombie & Mark Roberts, 2007. "Returns To Scale And Regional Growth: The Static-Dynamic Verdoorn Law Paradox Revisited," Journal of Regional Science, Wiley Blackwell, vol. 47(2), pages 179-208, May.
    35. Julie Le Gallo & Antonio Páez, 2013. "Using Synthetic Variables in Instrumental Variable Estimation of Spatial Series Models," Environment and Planning A, , vol. 45(9), pages 2227-2242, September.
    36. Bernard Fingleton & Harry Garretsen & Ron Martin, 2015. "Shocking aspects of monetary union: the vulnerability of regions in Euroland," Journal of Economic Geography, Oxford University Press, vol. 15(5), pages 907-934.
    37. Friedman, Milton, 1993. "The "Plucking Model" of Business Fluctuations Revisited," Economic Inquiry, Western Economic Association International, vol. 31(2), pages 171-177, April.
    38. Bernard Fingleton, 2003. "Increasing returns: evidence from local wage rates in Great Britain," Oxford Economic Papers, Oxford University Press, vol. 55(4), pages 716-739, October.
    39. Bernard Fingleton & Harry Garretsen & Ron Martin, 2012. "Recessionary Shocks And Regional Employment: Evidence On The Resilience Of U.K. Regions," Journal of Regional Science, Wiley Blackwell, vol. 52(1), pages 109-133, February.
    40. Fingleton, Bernard & Palombi, Silvia, 2013. "Spatial panel data estimation, counterfactual predictions, and local economic resilience among British towns in the Victorian era," Regional Science and Urban Economics, Elsevier, vol. 43(4), pages 649-660.
    41. Marco Capasso & Elena Cefis & Koen Frenken, 2014. "On the existence of persistently outperforming firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(4), pages 997-1036.
    42. Theodosios Palaskas & Yannis Psycharis & Antonis Rovolis & Chrysostomos Stoforos, 2015. "The asymmetrical impact of the economic crisis on unemployment and welfare in Greek urban economies," Journal of Economic Geography, Oxford University Press, vol. 15(5), pages 973-1007.
    43. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    44. Bernard Fingleton, 2001. "Equilibrium and Economic Growth: Spatial Econometric Models and Simulations," Journal of Regional Science, Wiley Blackwell, vol. 41(1), pages 117-147, February.
    45. David M. Drukker & Peter Egger & Ingmar R. Prucha, 2013. "On Two-Step Estimation of a Spatial Autoregressive Model with Autoregressive Disturbances and Endogenous Regressors," Econometric Reviews, Taylor & Francis Journals, vol. 32(5-6), pages 686-733, August.
    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. Hui Zhang & Jing Li & Tianshu Quan, 2023. "Strengthening or Weakening: The Impact of an Aging Rural Workforce on Agricultural Economic Resilience in China," Agriculture, MDPI, vol. 13(7), pages 1-16, July.
    2. Roberto Cellini & Paolo Di Caro & Gianpiero Torrisi, 2017. "Regional resilience in Italy: do employment and income tell the same story?," Chapters, in: Robert Huggins & Piers Thompson (ed.), Handbook of Regions and Competitiveness, chapter 14, pages 308-331, Edward Elgar Publishing.
    3. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    4. Paolo Di Caro, 2015. "Recessions, recoveries and regional resilience: evidence on Italy," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 273-291.
    5. Ferran Navinés & José Pérez-Montiel & Carles Manera & Javier Franconetti, 2023. "Ranking the Spanish regions according to their resilience capacity during 1965–2011," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 71(2), pages 415-435, October.
    6. Dandan Zhao & Yonghong Jiang, 2024. "Analysis of the Spatial Effect of Carbon Emissions on Chinese Economic Resilience in the Context of Sustainability," Sustainability, MDPI, vol. 16(3), pages 1-22, January.
    7. A. M. Angulo & J. Mur & F. J. Trívez, 2018. "Measuring resilience to economic shocks: an application to Spain," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 349-373, March.
    8. Xiaojing Li & Jing Chen, 2023. "Global or Local Spatial Spillovers? Industrial Diversity and Economic Resilience in the Middle Reaches of the Yangtze River Urban Agglomeration, China," Sustainability, MDPI, vol. 15(14), pages 1-17, July.
    9. Xin Mai & Roger C. K. Chan & Chaoqun Zhan, 2019. "Which Sectors Really Matter for a Resilient Chinese Economy? A Structural Decomposition Analysis," Sustainability, MDPI, vol. 11(22), pages 1-17, November.
    10. Scott Baum & William Mitchell, 2022. "Employment Outcomes for Men and Women Following an Economic Downturn: Labour Underutilisation in Australia," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 65(1), pages 85-101, March.
    11. Gergő Tóth & Zoltán Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2022. "Technology Network Structure Conditions the Economic Resilience of Regions," Economic Geography, Taylor & Francis Journals, vol. 98(4), pages 355-378, August.
    12. O'Connor, Sean & Doyle, Eleanor & Doran, Justin, 2018. "Diversity, employment growth and spatial spillovers amongst Irish regions," Regional Science and Urban Economics, Elsevier, vol. 68(C), pages 260-267.
    13. Shanshan Ye & Mingming Cao, 2023. "The Impact of Industrial Linkage Structures on Urban Economic Resilience in China in the Context of the COVID-19 Shock," Sustainability, MDPI, vol. 15(6), pages 1-15, March.
    14. Juan R. Cuadrado-Roura & Andrés Maroto, 2016. "Unbalanced regional resilience to the economic crisis in Spain: a tale of specialisation and productivity," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(1), pages 153-178.
    15. Ron Martin & Peter Sunley & Ben Gardiner & Peter Tyler, 2016. "How Regions React to Recessions: Resilience and the Role of Economic Structure," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 561-585, April.
    16. Justin Doran & Bernard Fingleton, 2016. "Employment Resilience in Europe and the 2008 Economic Crisis: Insights from Micro-Level Data," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 644-656, April.
    17. Nicola Pontarollo & Carolina Serpieri, 2021. "Challenges and Opportunities to Regional Renewal in the European Union," International Regional Science Review, , vol. 44(1), pages 142-169, January.
    18. Elias Giannakis & Christos T. Papadas, 2021. "Spatial Connectivity and Regional Economic Resilience in Turbulent Times," Sustainability, MDPI, vol. 13(20), pages 1-12, October.
    19. Justin Doran & Bernard Fingleton, 2015. "Resilience from the micro perspective," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 205-223.
    20. Liping Liao & Minzhe Du & Jie Huang, 2022. "The Effect of Urban Resilience on Residents’ Subjective Happiness: Evidence from China," Land, MDPI, vol. 11(11), pages 1-19, October.
    21. Guozhu Li & Meichen Liu, 2022. "Spatiotemporal Evolution and Influencing Factors of Economic Resilience: Evidence from Resource-Based Cities in China," Sustainability, MDPI, vol. 14(16), pages 1-21, August.
    22. Agnė Žičkienė & Rasa Melnikienė & Mangirdas Morkūnas & Artiom Volkov, 2022. "CAP Direct Payments and Economic Resilience of Agriculture: Impact Assessment," Sustainability, MDPI, vol. 14(17), pages 1-24, August.
    23. Pengyang Zhang & Yanmei Huang & Sipei Pan & Wanxu Chen & Hui Zhong & Ning Xu & Mingxing Zhong, 2022. "Does Resilience Exist in China’s Tourism Economy? From the Perspectives of Resistance and Recoverability," Sustainability, MDPI, vol. 14(17), pages 1-21, August.

    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. Baltagi, Badi H. & Fingleton, Bernard & Pirotte, Alain, 2019. "A time-space dynamic panel data model with spatial moving average errors," Regional Science and Urban Economics, Elsevier, vol. 76(C), pages 13-31.
    2. Justin Doran & Bernard Fingleton, 2016. "Employment Resilience in Europe and the 2008 Economic Crisis: Insights from Micro-Level Data," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 644-656, April.
    3. Justin Doran & Bernard Fingleton, 2015. "Resilience from the micro perspective," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 205-223.
    4. Justin Doran & Bernard Fingleton, 2014. "Economic shocks and growth: Spatio-temporal perspectives on Europe's economies in a time of crisis," Papers in Regional Science, Wiley Blackwell, vol. 93, pages 137-165, November.
    5. Ugo Fratesi & Giovanni Perucca, 2018. "Territorial capital and the resilience of European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 241-264, March.
    6. Filippo Di Pietro & Patrizio Lecca & Simone Salotti, 2021. "Regional economic resilience in the European Union: a numerical general equilibrium analysis," Spatial Economic Analysis, Taylor & Francis Journals, vol. 16(3), pages 287-312, July.
    7. Fingleton, Bernard & Szumilo, Nikodem, 2019. "Simulating the impact of transport infrastructure investment on wages: A dynamic spatial panel model approach," Regional Science and Urban Economics, Elsevier, vol. 75(C), pages 148-164.
    8. Bernard Fingleton, 2020. "Italexit, is it another Brexit?," Journal of Geographical Systems, Springer, vol. 22(1), pages 77-104, January.
    9. Bernard Fingleton, 2020. "Exploring Brexit with dynamic spatial panel models: some possible outcomes for employment across the EU regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 64(2), pages 455-491, April.
    10. Vinko Mustra & Blanka Simundic & Zvonimir Kulis, 2017. "Efectos de la especialización inteligente en la resiliencia económica regional en la UE," Revista de Estudios Regionales, Universidades Públicas de Andalucía, vol. 3, pages 175-195.
    11. Bernard Fingleton, 2016. "Regional Science in a time of uncertainty," REGION, European Regional Science Association, vol. 3, pages 61-69.
    12. O'Connor, Sean & Doyle, Eleanor & Doran, Justin, 2018. "Diversity, employment growth and spatial spillovers amongst Irish regions," Regional Science and Urban Economics, Elsevier, vol. 68(C), pages 260-267.
    13. Alvaro Angeriz & John McCombie & Mark Roberts, 2008. "New Estimates of Returns to Scale and Spatial Spillovers for EU Regional Manufacturing, 1986—2002," International Regional Science Review, , vol. 31(1), pages 62-87, January.
    14. Marina Capparucci & Emanuela Ghignoni & Alina Verashchagina & Natalia Vorozhbit, 2015. "The Drivers of Innovation in the Italian Manufacturing Sector," Economia & lavoro, Carocci editore, issue 3, pages 111-128.
    15. Vinko Muštra & Blanka Šimundić & Zvonimir Kuliš, 2020. "Does innovation matter for regional labour resilience? The case of EU regions," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(5), pages 955-970, October.
    16. Martini, Barbara, 2020. "Resilience and economic structure. Are they related?," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 62-91.
    17. Gustavo Britto, 2008. "Industrial productivity growth and localisation in Brazil: a firm level analysis," Anais do XXXVI Encontro Nacional de Economia [Proceedings of the 36th Brazilian Economics Meeting] 200807211548190, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    18. George J. XANTHOS & Evangelos N. DULUFAKIS, 2023. "Measurement Approaches Of Regional Economic Resilience: A Literature Review," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 47-59, June.
    19. Luca Salvati, 2016. "The Dark Side of the Crisis: Disparities in per Capita income (2000–12) and the Urban-Rural Gradient in Greece," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(5), pages 628-641, December.
    20. Ofria, Ferdinando & Millemaci, Emanuele, 2010. "Kaldor-Verdoorn’s law and increasing returns to scale: a comparison across developed countries," MPRA Paper 30941, University Library of Munich, Germany.

    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:sae:envira:v:50:y:2018:i:1:p:111-132. 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: SAGE Publications (email available below). General contact details of provider: .

    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.