IDEAS home Printed from https://ideas.repec.org/p/bai/series/series_wp_01-2017.html
   My bibliography  Save this paper

The pattern of structural change: testing the Product Space framework

Author

Listed:
  • Nicola Daniele Coniglio

    (Università degli Studi di Bari "Aldo Moro")

  • Raffaele Lagravinese

    (Università degli Studi di Bari "Aldo Moro”)

  • Davide Vurchio

    (Università degli Studi di Bari "Aldo Moro")

  • Massimo Armenise

    (ISTAT)

Abstract

The set of available local ‘capabilities’ determines what an economy produces today (its static comparative advantage) and, at the same time, defines the trajectories that the process of structural change may take in the future. The Product Space (PS) framework developed in recent seminal works by economists and physicists suggests that path dependence characterizes the evolution of the production basket (Hausmann and Klinger, 2007; Hidalgo et al. 2007). These authors represent economies as sets of productive capabilities that can be combined in different ways to produce different products. Countries progressively change their production baskets and move towards goods that require capabilities that are already available; on the contrary radical structural change rarely happens. In this paper, we analyse the evolution over time of the production baskets in 107 Italian provinces (NUTS 3) and perform the first test on the PS hypothesis of path dependence. We investigate whether new products entering the provincial production baskets are non-randomly related to initial production baskets. We confirm the general tendency of path dependence, but highlight at the same time that a sizable share of ‘new products’ are an exception to this general pattern. These ‘random entries’ over the PS are particularly interesting for industrial policy since they represent radical deviations from the initial comparative advantage. In the final part of the paper, we investigate using parametric analysis the product and provincial characteristics that determine these deviations from the PS pattern.

Suggested Citation

  • Nicola Daniele Coniglio & Raffaele Lagravinese & Davide Vurchio & Massimo Armenise, 2017. "The pattern of structural change: testing the Product Space framework," SERIES 01-2017, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Mar 2017.
  • Handle: RePEc:bai:series:series_wp_01-2017
    as

    Download full text from publisher

    File URL: http://www.seriesworkingpapers.it/RePEc/bai/series/SERIES_WP_01-2017.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Ron Boschma & Asier Minondo & Mikel Navarro, 2013. "The Emergence of New Industries at the Regional Level in S pain: A Proximity Approach Based on Product Relatedness," Economic Geography, Clark University, vol. 89(1), pages 29-51, January.
    2. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    3. Carolina Castaldi & Koen Frenken & Bart Los, 2015. "Related Variety, Unrelated Variety and Technological Breakthroughs: An analysis of US State-Level Patenting," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 767-781, May.
    4. Frank Neffke & Matté Hartog & Ron Boschma & Martin Henning, 2018. "Agents of Structural Change: The Role of Firms and Entrepreneurs in Regional Diversification," Economic Geography, Taylor & Francis Journals, vol. 94(1), pages 23-48, January.
    5. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    6. Margaret S. McMillan & Dani Rodrik, 2011. "Globalization, Structural Change and Productivity Growth," NBER Working Papers 17143, National Bureau of Economic Research, Inc.
    7. Cesar A. Hidalgo, 2012. "Discovering East Africa's Industrial Opportunities," Papers 1203.0163, arXiv.org.
    8. Ron Boschma & Pierre-Alexandre Balland & Dieter Franz Kogler, 2015. "Relatedness and technological change in cities: the rise and fall of technological knowledge in US metropolitan areas from 1981 to 2010," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(1), pages 223-250.
    9. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    10. Stiglitz, Joseph & Lin, Justin & Monga, Celestin & Patel, Ebrahim, 2013. "Industrial policy in the African context," Policy Research Working Paper Series 6633, The World Bank.
    11. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    12. Ricardo Hausmann & Bailey Klinger, 2007. "The Structure of the Product Space and the Evolution of Comparative Advantage," Growth Lab Working Papers 10, Harvard's Growth Lab.
    13. Poncet, Sandra & Starosta de Waldemar, Felipe, 2013. "Export Upgrading and Growth: The Prerequisite of Domestic Embeddedness," World Development, Elsevier, vol. 51(C), pages 104-118.
    14. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    15. Felipe, Jesus & Kumar, Utsav & Abdon, Arnelyn, 2013. "Exports, capabilities, and industrial policy in India," Journal of Comparative Economics, Elsevier, vol. 41(3), pages 939-956.
    16. Jesus Felipe & Utsav Kumar & Norio Usui & Arnelyn Abdon, 2013. "Why has China succeeded? And why it will continue to do so," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 37(4), pages 791-818.
    17. Vicente Donoso & Víctor Martin, 2016. "Product relatedness and economic diversification in the USA: an analysis at the state level," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(2), pages 449-471, March.
    18. repec:idb:brikps:publication-detail,7101.html?id=20621 is not listed on IDEAS
    19. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    20. Nicola Daniele Coniglio & Raffaele Lagravinese & Davide Vurchio, 2016. "Production sophisticatedness and growth: evidence from Italian provinces before and during the crisis, 1997–2013," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(2), pages 423-442.
    21. Horst Hanusch & Andreas Pyka (ed.), 2007. "Elgar Companion to Neo-Schumpeterian Economics," Books, Edward Elgar Publishing, number 2973.
    22. repec:bla:devpol:v:27:y:2009:i:5:p:483-502 is not listed on IDEAS
    23. Ron Boschma & Gianluca Capone, 2016. "Relatedness and diversification in the European Union (EU-27) and European Neighbourhood Policy countries," Environment and Planning C, , vol. 34(4), pages 617-637, June.
    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. Michael Klien & Michael Böheim & Matthias Firgo & Andreas Reinstaller & Peter Reschenhofer & Yvonne Wolfmayr, 2021. "Stärkung der Unabhängigkeit des Wirtschaftsstandortes Österreich bei kritischen Produkten," WIFO Studies, WIFO, number 67234.
    3. Ron Boschma, 2018. "The geographical dimension of structural change," Papers in Evolutionary Economic Geography (PEEG) 1839, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2018.
    4. Mathieu P A Steijn & Pierre-Alexandre Balland & Ron Boschma & David L Rigby, 2023. "Technological diversification of U.S. cities during the great historical crises," Journal of Economic Geography, Oxford University Press, vol. 23(6), pages 1303-1344.
    5. Jeroen Content & Nicola Cortinovis & Koen Frenken & Jacob Jordaan, 2022. "The roles of KIBS and R&D in the industrial diversification of regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(1), pages 29-64, February.
    6. Koen Frenken & Frank Neffke & Alje van Dam, 2023. "Capabilities, institutions and regional economic development: a proposed synthesis," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 405-416.
    7. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).
    8. Koch, Philipp & Schwarzbauer, Wolfgang, 2021. "Yet another space: Why the Industry Space adds value to the understanding of structural change and economic development," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 198-213.

    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. 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. Elekes, Zoltán, 2016. "A regionális növekedés új tényezői az evolúciós gazdaságföldrajzi kutatásokban. A változatosság és a technológiai közelség [The new factors of regional growth in research into evolutionary economic," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(3), pages 307-329.
    3. Ron Boschma, 2018. "The geographical dimension of structural change," Papers in Evolutionary Economic Geography (PEEG) 1839, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2018.
    4. Duygu Buyukyazici & Leonardo Mazzoni & Massimo Riccaboni & Francesco Serti, 2024. "Workplace skills as regional capabilities: relatedness, complexity and industrial diversification of regions," Regional Studies, Taylor & Francis Journals, vol. 58(3), pages 469-489, March.
    5. Tom Broekel & Lars Mewes, 2017. "Analyzing the impact of R&D policy on regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1726, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    6. Dieter F. Kogler & Jürgen Essletzbichler & David L. Rigby, 2017. "The evolution of specialization in the EU15 knowledge space," Journal of Economic Geography, Oxford University Press, vol. 17(2), pages 345-373.
    7. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    8. Nicola Cortinovis & Jing Xiao & Ron Boschma & Frank G van Oort, 2017. "Quality of government and social capital as drivers of regional diversification in Europe," Journal of Economic Geography, Oxford University Press, vol. 17(6), pages 1179-1208.
    9. Cilem Selin Hazir & Flora Bellone & Cyrielle Gaglio, 2019. "Local product space and firm-level churning in exported products," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(6), pages 1473-1496.
    10. Eum, Wonsub & Lee, Jeong-Dong, 2019. "Role of production in fostering innovation," Technovation, Elsevier, vol. 84, pages 1-10.
    11. Wonsub Eum & Jeong‐Dong Lee, 2022. "Alternative paths of diversification for developing countries," Review of Development Economics, Wiley Blackwell, vol. 26(4), pages 2336-2355, November.
    12. Pier-Paolo Saviotti & Andreas Pyka¤ & Bogang Jun, 2020. "Diversification, structural change, and economic development," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1301-1335, November.
    13. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2017. "Smart Specialization policy in the EU: Relatedness, Knowledge Complexity and Regional Diversification," Papers in Evolutionary Economic Geography (PEEG) 1717, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2017.
    14. O’Clery, Neave & Kinsella, Stephen, 2022. "Modular structure in labour networks reveals skill basins," Research Policy, Elsevier, vol. 51(5).
    15. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).
    16. Lengyel, Balázs & Elekes, Zoltán, 2020. "A külföldi tulajdonú vállalatok és az import szerepe a hazai térségek exportjának diverzifikációjában [Foreign-owned firms and the role of their imports in diversifying Hungarys exports]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(4), pages 352-378.
    17. Martijn van den Berge & Anet Weterings, 2014. "Relatedness in eco-technological development in European regions," Papers in Evolutionary Economic Geography (PEEG) 1413, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2014.
    18. Ron Boschma, 2021. "Designing Smart Specialization Policy: relatedness, unrelatedness, or what?," Papers in Evolutionary Economic Geography (PEEG) 2128, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    19. repec:hal:spmain:info:hdl:2441/1f59r6ssre9eiqb2rso9ui50m2 is not listed on IDEAS
    20. Mealy, Penny & Teytelboym, Alexander, 2017. "Economic Complexity and the Green Economy," INET Oxford Working Papers 2018-03, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford, revised Feb 2019.
    21. Quatraro, Francesco & Scandura, Alessandra, 2020. "Regional patterns of unrelated technological diversification: the role of academic inventors," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 202001, University of Turin.

    More about this item

    Keywords

    product space; structural change; trade specialisation; Italy;
    All these keywords.

    JEL classification:

    • F1 - International Economics - - Trade
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R13 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General Equilibrium and Welfare Economic Analysis of Regional Economies

    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:bai:series:series_wp_01-2017. 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: Annalisa Vinella (email available below). General contact details of provider: https://edirc.repec.org/data/debarit.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.
    pFad - Phonifier reborn

    Pfad - The Proxy pFad of © 2024 Garber Painting. All rights reserved.

    Note: This service is not intended for secure transactions such as banking, social media, email, or purchasing. Use at your own risk. We assume no liability whatsoever for broken pages.


    Alternative Proxies:

    Alternative Proxy

    pFad Proxy

    pFad v3 Proxy

    pFad v4 Proxy