IDEAS home Printed from https://ideas.repec.org/p/cst/wpaper/15.html
   My bibliography  Save this paper

Export diversification and economic development: a dynamic spatial data analysis

Author

Listed:
  • Roberto Basile

    (Second University of Naples, Department of Economics (Capua - Caserta, Italy))

  • Aleksandra Parteka

    (Gdansk University of Technology, Faculty of Management and Economics (Gdansk, Poland))

  • Rosanna Pittiglio

    (Second University of Naples, Department of Economics (Capua - Caserta, Italy))

Abstract

This paper contributes to the empirical literature on the relationship between ‘export variety’ (export diversification) and economic development by relaxing the assumption of cross-country independence and allowing for spatial diffusion of shocks in observed and unobserved factors. Export variety is measured for a balanced panel of 114 countries (1992-2012) using very detailed information on their exports (HS 6-digit product level). The estimation results of a dynamic spatial panel data model confirm the relevance of spatial network effects: indirect effects (spatial spillovers) strongly reinforce direct effects, while spatial proximity to large countries accelerates the diversification process. These results are robust to the choice of the weights matrix (an inverse-distance matrix, an exponential distance matrix and a matrix based on bilateral trade flows are used).

Suggested Citation

  • Roberto Basile & Aleksandra Parteka & Rosanna Pittiglio, 2015. "Export diversification and economic development: a dynamic spatial data analysis," Gecomplexity Discussion Paper Series 15, Action IS1104 "The EU in the new complex geography of economic systems: models, tools and policy evaluation", revised Dec 2015.
  • Handle: RePEc:cst:wpaper:15
    as

    Download full text from publisher

    File URL: http://www.gecomplexity-cost.eu/repec/cst/wpaper/geco_dp_15.pdf
    File Function: First version, 2015
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Thomas Chaney, 2014. "The Network Structure of International Trade," American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
    2. Strauss-Kahn, Vanessa & Carrère, Céline, 2014. "Developing Countries Exports Survival in the OECD: Does Experience Matter?," CEPR Discussion Papers 10059, C.E.P.R. Discussion Papers.
    3. Debarsy, Nicolas & Ertur, Cem, 2010. "Testing for spatial autocorrelation in a fixed effects panel data model," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 453-470, November.
    4. Kukenova, Madina & Monteiro, Jose-Antonio, 2008. "Spatial Dynamic Panel Model and System GMM: A Monte Carlo Investigation," MPRA Paper 11569, University Library of Munich, Germany, revised Nov 2008.
    5. Olivier Cadot & Céline Carrère & Vanessa Strauss-Kahn, 2011. "Export Diversification: What's behind the Hump?," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 590-605, May.
    6. Parteka, Aleksandra & Tamberi, Massimo, 2013. "Product diversification, relative specialisation and economic development: Import–export analysis," Journal of Macroeconomics, Elsevier, vol. 38(PA), pages 121-135.
    7. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    8. Miklós Koren & Silvana Tenreyro, 2013. "Technological Diversification," American Economic Review, American Economic Association, vol. 103(1), pages 378-414, February.
    9. Acemoglu, Daron & Zilibotti, Fabrizio, 1997. "Was Prometheus Unbound by Chance? Risk, Diversification, and Growth," Journal of Political Economy, University of Chicago Press, vol. 105(4), pages 709-751, August.
    10. Mary Amiti, 1999. "Specialization patterns in Europe," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 135(4), pages 573-593, December.
    11. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    12. Miklós Koren & Silvana Tenreyro, 2007. "Volatility and Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 243-287.
    13. Richard Baldwin & James Harrigan, 2011. "Zeros, Quality, and Space: Trade Theory and Trade Evidence," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 60-88, May.
    14. Manuel R. Agosin & Roberto Alvarez & Claudio Bravo‐Ortega, 2012. "Determinants of Export Diversification Around the World: 1962–2000," The World Economy, Wiley Blackwell, vol. 35(3), pages 295-315, March.
    15. Peter K. Schott, 2003. "One Size Fits All? Heckscher-Ohlin Specialization in Global Production," American Economic Review, American Economic Association, vol. 93(3), pages 686-708, June.
    16. Nicolas DEBARSY (CERPE De Namur) & Cem ERTUR & James P. LeSAGE, 2010. "Interpreting Dynamic Space-Time Panel Data Models," LEO Working Papers / DR LEO 800, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
    17. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    18. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    19. Julian di Giovanni & Andrei A. Levchenko, 2012. "The Risk Content of Exports: A Portfolio View of International Trade," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 8(1), pages 97-151.
    20. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    21. Fahim Al-Marhubi, 2000. "Export diversification and growth: an empirical investigation," Applied Economics Letters, Taylor & Francis Journals, vol. 7(9), pages 559-562.
    22. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    23. Franklin Allen & Douglas Gale, 2000. "Financial Contagion," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 1-33, February.
    24. Luca De Benedictis & Lucia Tajoli, 2011. "The World Trade Network," The World Economy, Wiley Blackwell, vol. 34(8), pages 1417-1454, August.
    25. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    26. John Romalis, 2004. "Factor Proportions and the Structure of Commodity Trade," American Economic Review, American Economic Association, vol. 94(1), pages 67-97, March.
    27. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    28. Alberto Amurgo-Pacheco, Martha Denisse Pierola, 2007. "Patterns of export diversification in developing countries: intensive and extensive margins," IHEID Working Papers 20-2007, Economics Section, The Graduate Institute of International Studies, revised Jul 2007.
    29. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    30. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.
    31. Klinger, Bailey & Lederman, Daniel, 2006. "Diversification, innovation, and imitation inside the Global Technological Frontier," Policy Research Working Paper Series 3872, The World Bank.
    32. Karsten Mau, 2016. "Export diversification and income differences reconsidered: The extensive product margin in theory and application," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(2), pages 351-381, May.
    33. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    34. Cem Ertur & Wilfried Koch, 2011. "A contribution to the theory and empirics of Schumpeterian growth with worldwide interactions," Journal of Economic Growth, Springer, vol. 16(3), pages 215-255, September.
    35. Dmitriev, Mikhail & Comin, Diego & Rossi-Hansberg, Esteban, 2012. "The Spatial Diffusion of Technology," CEPR Discussion Papers 9208, C.E.P.R. Discussion Papers.
    36. Olivier Cadot & Céline Carrère & Vanessa Strauss-Kahn, 2013. "Trade Diversification, Income, And Growth: What Do We Know?," Journal of Economic Surveys, Wiley Blackwell, vol. 27(4), pages 790-812, September.
    37. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    38. Allen Dennis & Ben Shepherd, 2011. "Trade Facilitation and Export Diversification," The World Economy, Wiley Blackwell, vol. 34(1), pages 101-122, January.
    39. J. Peter Neary, 2009. "Putting the “New” into New Trade Theory: Paul Krugman's Nobel Memorial Prize in Economics," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(2), pages 217-250, June.
    40. Hausmann, Ricardo & Rodrik, Dani, 2003. "Economic development as self-discovery," Journal of Development Economics, Elsevier, vol. 72(2), pages 603-633, December.
    41. Asier Minondo, 2011. "Does comparative advantage explain countries’ diversification level?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(3), pages 507-526, September.
    42. J. Paul Elhorst, 2014. "Spatial Panel Data Models," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 37-93, Springer.
    43. Brakman,Steven & Garretsen,Harry & van Marrewijk,Charles, 2009. "The New Introduction to Geographical Economics," Cambridge Books, Cambridge University Press, number 9780521698030, December.
    44. Aleksandra Parteka, 2010. "Employment and export specialisation along the development path: some robust evidence," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 615-640, January.
    45. Aleksandra Parteka & Massimo Tamberi, 2013. "What Determines Export Diversification in the Development Process? Empirical Assessment," The World Economy, Wiley Blackwell, vol. 36(6), pages 807-826, June.
    46. Coe, David T & Helpman, Elhanan & Hoffmaister, Alexander W, 1997. "North-South R&D Spillovers," Economic Journal, Royal Economic Society, vol. 107(440), pages 134-149, January.
    47. Robert C. Feenstra & Robert E. Lipsey & Haiyan Deng & Alyson C. Ma & Hengyong Mo, 2005. "World Trade Flows: 1962-2000," NBER Working Papers 11040, National Bureau of Economic Research, Inc.
    48. Luca De Benedictis & Marco Gallegati & Massimo Tamberi, 2007. "Semiparametric analysis of the specialization-income relationship," Applied Economics Letters, Taylor & Francis Journals, vol. 15(4), pages 301-306.
    49. Paola Giuliano & Antonio Spilimbergo & Giovanni Tonon, 2014. "Genetic distance, transportation costs, and trade -super-1," Journal of Economic Geography, Oxford University Press, vol. 14(1), pages 179-198, January.
    50. Ricardo Hausmann & César Hidalgo, 2011. "The network structure of economic output," Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
    51. Regolo, Julie, 2013. "Export diversification: How much does the choice of the trading partner matter?," Journal of International Economics, Elsevier, vol. 91(2), pages 329-342.
    52. Krugman, Paul, 1995. "Increasing returns, imperfect competition and the positive theory of international trade," Handbook of International Economics, in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 24, pages 1243-1277, Elsevier.
    53. Heiko Hesse, 2008. "Export Diversification and Economic Growth," World Bank Publications - Books, The World Bank Group, number 28040.
    54. Glaeser, Edward L., 2008. "Cities, Agglomeration, and Spatial Equilibrium," OUP Catalogue, Oxford University Press, number 9780199290444.
    55. Easterly, William & Reshef, Ariell & Schwenkenberg, Julia, 2009. "The power of exports," Policy Research Working Paper Series 5081, The World Bank.
    56. Peter Howitt, 2000. "Endogenous Growth and Cross-Country Income Differences," American Economic Review, American Economic Association, vol. 90(4), pages 829-846, September.
    57. Dierk Herzer & Nowak-Lehnmann Felicitas, 2006. "What does export diversification do for growth? An econometric analysis," Applied Economics, Taylor & Francis Journals, vol. 38(15), pages 1825-1838.
    58. Luca Benedictis & Marco Gallegati & Massimo Tamberi, 2009. "Overall trade specialization and economic development: countries diversify," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(1), pages 37-55, April.
    59. Thomas Chaney, 2014. "The Network Structure of International Trade," Post-Print hal-03579668, HAL.
    60. Lee, Lung-fei & Yu, Jihai, 2010. "A Spatial Dynamic Panel Data Model With Both Time And Individual Fixed Effects," Econometric Theory, Cambridge University Press, vol. 26(2), pages 564-597, April.
    61. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    62. Feenstra, Robert & Kee, Hiau Looi, 2008. "Export variety and country productivity: Estimating the monopolistic competition model with endogenous productivity," Journal of International Economics, Elsevier, vol. 74(2), pages 500-518, March.
    63. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    64. repec:hal:spmain:info:hdl:2441/7an8r1ubqs93caeqs80puld0tp is not listed on IDEAS
    65. Philippe Aghion & Peter Howitt, 1997. "Endogenous Growth Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011662, April.
    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. Coniglio, Nicola D. & Vurchio, Davide & Cantore, Nicola & Clara, Michele, 2021. "On the evolution of comparative advantage: Path-dependent versus path-defying changes," Journal of International Economics, Elsevier, vol. 133(C).
    2. Andrzej Cieœlik & Aleksandra Parteka, 2018. "Export Variety, Productivity, And Country Size In A Multi-Good Ricardian Model Of Export Diversification," GUT FME Working Paper Series A 52, Faculty of Management and Economics, Gdansk University of Technology.
    3. Oleksandr Popov & Sergiy Melnikov & Oleksandr Skachkov & Vasiliy Lyba, 2022. "Assessment of the Level of Economies' Foreign Trade Diversification," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 16(3), September.
    4. Zarach, Zuzanna Helena & Parteka, Aleksandra, 2023. "Export diversification and dependence on natural resources," Economic Modelling, Elsevier, vol. 126(C).
    5. Munir Ahmad & Gul Jabeen, 2024. "Relating economic openness and export diversification to eco‐efficiency: Is green innovation critical?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(3), pages 3203-3225, July.
    6. Lee, Dongyeol & Zhang, Huan, 2022. "Export diversification in low-income countries and small states: Do country size and income level matter?," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 250-265.
    7. Aurel Burciu & Rozalia Kicsi & Ionel Bostan & Iulian Condratov & Cristian Valentin Hapenciuc, 2020. "Sustainable Economic Growth Based on R&D Amplification and Technological Content of Exports. Evidences from Romania and The V4 Economies," Sustainability, MDPI, vol. 12(5), pages 1-17, February.
    8. Sonia Liaqat & Muhammad Irfan Chani, 2018. "The Impact of Exports Diversification on Economic Growth: Evidence from Pakistan," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 7(4), pages 156-168, December.
    9. Parteka, Aleksandra, 2020. "What drives cross-country differences in export variety? A bilateral panel approach," Economic Modelling, Elsevier, vol. 92(C), pages 48-56.
    10. Wenni Lei & Yuwei Luo, 2022. "Institutions Rule in Export Diversity," Sustainability, MDPI, vol. 14(18), pages 1-14, September.
    11. Khalid Abdullah Alkhathlan & Tarek Tawfik Yousef Alkhateeb & Tarek Tawfik Yousef Alkhateeb & Haider Mahmood & Wardah Abdulrahman Bindabel, 2020. "Concentration of oil sector or diversification in Saudi economy: consequences on growth sustainability," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(4), pages 3369-3384, June.
    12. Cieślik, Andrzej & Parteka, Aleksandra, 2021. "Relative Productivity, Country Size and Export Diversification," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 28-44.

    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. Cieślik, Andrzej & Parteka, Aleksandra, 2021. "Relative Productivity, Country Size and Export Diversification," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 28-44.
    2. Mau, Karsten, 2014. "Margins, Gravity, and Causality: Export Diversification and Income Levels Reconsidered," GIGA Working Papers 249, GIGA German Institute of Global and Area Studies.
    3. Felipe Starosta de Waldemar, 2010. "How costly is rent-seeking to diversification: an empirical approach," Documents de travail du Centre d'Economie de la Sorbonne 10008, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    4. Karsten Mau, 2016. "Export diversification and income differences reconsidered: The extensive product margin in theory and application," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(2), pages 351-381, May.
    5. Ignacio del Rosal, 2019. "Export Diversification And Export Performance By Destination Country," Bulletin of Economic Research, Wiley Blackwell, vol. 71(1), pages 58-74, January.
    6. Giray Gozgor & Muhlis Can, 2016. "Effects of the product diversification of exports on income at different stages of economic development," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(2), pages 215-235, August.
    7. Lectard, Pauline & Rougier, Eric, 2018. "Can Developing Countries Gain from Defying Comparative Advantage? Distance to Comparative Advantage, Export Diversification and Sophistication, and the Dynamics of Specialization," World Development, Elsevier, vol. 102(C), pages 90-110.
    8. Lee, Dongyeol & Zhang, Huan, 2022. "Export diversification in low-income countries and small states: Do country size and income level matter?," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 250-265.
    9. Parteka, Aleksandra, 2020. "What drives cross-country differences in export variety? A bilateral panel approach," Economic Modelling, Elsevier, vol. 92(C), pages 48-56.
    10. Andrzej Cieślik, 2017. "Krzywa przedmiotowej dywersyfikacji eksportu w świetle modelu ricardiańskiego," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 2, pages 5-27.
    11. Peñaranda Molina, Diego Andrés, 2021. "Determinantes de la diversificación de exportaciones en Sudamérica: un análisis con datos de panel," Documentos de trabajo 3/2021, Instituto de Investigaciones Socio-Económicas (IISEC), Universidad Católica Boliviana.
    12. Daniel Goya, 2014. "The Multiple Impacts of the Exchange Rate on Export Diversification," Cambridge Working Papers in Economics 1436, Faculty of Economics, University of Cambridge.
    13. Zarach, Zuzanna Helena & Parteka, Aleksandra, 2023. "Export diversification and dependence on natural resources," Economic Modelling, Elsevier, vol. 126(C).
    14. Dalila NICET- CHENAF (GREThA-GRES) & Eric ROUGIER (GREThA-GRES), 2008. "Recent exports matter: export discoveries, FDI and Growth, an empirical assessment for MENA countries," Cahiers du GRES (2002-2009) 2008-17, Groupement de Recherches Economiques et Sociales.
    15. Gnangnon, Sèna Kimm, 2020. "Aid for Trade, Export Product Diversification and Import Product Diversification," EconStor Preprints 223021, ZBW - Leibniz Information Centre for Economics.
    16. Parteka, Aleksandra & Tamberi, Massimo, 2013. "Product diversification, relative specialisation and economic development: Import–export analysis," Journal of Macroeconomics, Elsevier, vol. 38(PA), pages 121-135.
    17. Ignacio Rosal, 2018. "Power laws in EU country exports," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 45(2), pages 311-337, May.
    18. Parteka, Aleksandra & Tamberi, Massimo, 2013. "Product diversification, relative specialisation and economic development: Import–export analysis," Journal of Macroeconomics, Elsevier, vol. 38(PA), pages 121-135.
    19. Wenni Lei & Yuwei Luo, 2022. "Institutions Rule in Export Diversity," Sustainability, MDPI, vol. 14(18), pages 1-14, September.
    20. Asier Minondo, 2011. "Does comparative advantage explain countries’ diversification level?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(3), pages 507-526, September.

    More about this item

    Keywords

    export diversification; economic development; panel spatial data models;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development

    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:cst:wpaper:15. 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: Fabio Ceccarani (email available below). General contact details of provider: http://www.gecomplexity-cost.eu/ .

    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.