IDEAS home Printed from https://ideas.repec.org/p/egu/wpaper/2309.html
   My bibliography  Save this paper

Bridging the short-term and long-term dynamics of economic structural change

Author

Listed:
  • James McNerney
  • Yang Li
  • Andres Gomez-Lievano
  • Frank Neffke

Abstract

Economic transformation – change in what an economy produces – is foundational to development and rising standards of living. Our understanding of this process has been propelled recently by two branches of work in the field of economic complexity, one studying how economies diversify, the other how the complexity of an economy is expressed in the makeup of its output. However, the connection between these branches is not well understood, nor how they relate to a classic understanding of structural transformation. Here, we present a simple dynamical modeling framework that unifies these areas of work, based on the widespread observation that economies diversify preferentially into activities that are related to ones they do already. We show how stylized facts of long-run structural change, as well as complexity metrics, can both emerge naturally from this one observation. However,complexity metrics take on new meanings, as descriptions of the long-term changes an economy experiences rather than measures of complexity per se. This suggests relatedness and complexity metrics are connected, in a hitherto overlooked way: Both describe structural change, on different time scales. Whereas relatedness probes transformation on short time scales, complexity metrics capture long-term change.

Suggested Citation

  • James McNerney & Yang Li & Andres Gomez-Lievano & Frank Neffke, 2023. "Bridging the short-term and long-term dynamics of economic structural change," Papers in Evolutionary Economic Geography (PEEG) 2309, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2023.
  • Handle: RePEc:egu:wpaper:2309
    as

    Download full text from publisher

    File URL: http://econ.geo.uu.nl/peeg/peeg2309.pdf
    File Function: Version March 2023
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. J�rgen Essletzbichler, 2015. "Relatedness, Industrial Branching and Technological Cohesion in US Metropolitan Areas," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 752-766, May.
    2. Gianluca Teza & Michele Caraglio & Attilio L. Stella, 2021. "Entropic measure unveils country competitiveness and product specialization in the World trade web," Papers 2106.01936, arXiv.org.
    3. Alje van Dam & Andres Gomez‐Lievano & Frank Neffke & Koen Frenken, 2023. "An information‐theoretic approach to the analysis of location and colocation patterns," Journal of Regional Science, Wiley Blackwell, vol. 63(1), pages 173-213, January.
    4. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    5. Li, Yang & Neffke, Frank M.H., 2024. "Evaluating the principle of relatedness: Estimation, drivers and implications for policy," Research Policy, Elsevier, vol. 53(3).
    6. Manuel Sebastian Mariani & Alexandre Vidmer & Matus Medo & Yi-Cheng Zhang, 2015. "Measuring economic complexity of countries and products: which metric to use?," Papers 1509.01482, arXiv.org.
    7. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    8. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    9. 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).
    10. Delgado, Mercedes & Porter, Michael E. & Stern, Scott, 2014. "Clusters, convergence, and economic performance," Research Policy, Elsevier, vol. 43(10), pages 1785-1799.
    11. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).
    12. Christina Gathmann & Uta Schönberg, 2010. "How General Is Human Capital? A Task-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 1-49, January.
    13. Shengjun Zhu & Canfei He & Yi Zhou, 2017. "How to jump further and catch up? Path-breaking in an uneven industry space," Journal of Economic Geography, Oxford University Press, vol. 17(3), pages 521-545.
    14. Manuel Mariani & Alexandre Vidmer & Matsúš Medo & Yi-Cheng Zhang, 2015. "Measuring economic complexity of countries and products: which metric to use?," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 88(11), pages 1-9, November.
    15. Hausmann, Ricardo & Stock, Daniel P. & Yıldırım, Muhammed A., 2022. "Implied comparative advantage," Research Policy, Elsevier, vol. 51(8).
    16. Bahar, Dany & Hausmann, Ricardo & Hidalgo, Cesar A., 2014. "Neighbors and the evolution of the comparative advantage of nations: Evidence of international knowledge diffusion?," Journal of International Economics, Elsevier, vol. 92(1), pages 111-123.
    17. Jeroen Hinloopen & Charles van Marrewijk, 2008. "Empirical relevance of the Hillman condition for revealed comparative advantage: 10 stylized facts," Applied Economics, Taylor & Francis Journals, vol. 40(18), pages 2313-2328.
    18. 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.
    19. Nicola D Coniglio & Raffaele Lagravinese & Davide Vurchio & Massimo Armenise, 2018. "The pattern of structural change: testing the product space framework," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(4), pages 763-785.
    20. Petralia, Sergio & Balland, Pierre-Alexandre & Morrison, Andrea, 2017. "Climbing the ladder of technological development," Research Policy, Elsevier, vol. 46(5), pages 956-969.
    21. Ulrich Schetter, 2019. "A Structural Ranking of Economic Complexity," Growth Lab Working Papers 148, Harvard's Growth Lab.
    22. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, December.
    23. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    24. Zoltán Elekes & Ron Boschma & Balázs Lengyel, 2019. "Foreign-owned firms as agents of structural change in regions," Regional Studies, Taylor & Francis Journals, vol. 53(11), pages 1603-1613, November.
    25. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    26. Matthieu Cristelli & Andrea Gabrielli & Andrea Tacchella & Guido Caldarelli & Luciano Pietronero, 2013. "Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products," PLOS ONE, Public Library of Science, vol. 8(8), pages 1-20, August.
    27. Moshe Farjoun, 1994. "Beyond Industry Boundaries: Human Expertise, Diversification and Resource-Related Industry Groups," Organization Science, INFORMS, vol. 5(2), pages 185-199, May.
    28. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    29. Guido Caldarelli & Matthieu Cristelli & Andrea Gabrielli & Luciano Pietronero & Antonio Scala & Andrea Tacchella, 2012. "A Network Analysis of Countries’ Export Flows: Firm Grounds for the Building Blocks of the Economy," PLOS ONE, Public Library of Science, vol. 7(10), pages 1-11, October.
    30. Cesar A. Hidalgo, 2009. "The Dynamics of Economic Complexity and the Product Space over a 42 year period," CID Working Papers 189, Center for International Development at Harvard University.
    31. Alex Hoen & Jan Oosterhaven, 2006. "On the measurement of comparative advantage," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(3), pages 677-691, August.
    32. Ron Boschma & Asier Minondo & Mikel Navarro, 2012. "Related variety and regional growth in Spain," Papers in Regional Science, Wiley Blackwell, vol. 91(2), pages 241-256, June.
    33. Carla Sciarra & Guido Chiarotti & Luca Ridolfi & Francesco Laio, 2020. "Reconciling contrasting views on economic complexity," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    34. Andres Gomez-Lievano & Oscar Patterson-Lomba, 2018. "Estimating the drivers of urban economic complexity and their connection to economic performance," Papers 1812.02842, arXiv.org, revised Sep 2021.
    35. Inga Ivanova & Nataliya Smorodinskaya & Loet Leydesdorff, 2020. "On measuring complexity in a post-industrial economy: the ecosystem’s approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(1), pages 197-212, February.
    36. Arye Hillman, 1980. "Observations on the relation between “revealed comparative advantage” and comparative advantage as indicated by pre-trade relative prices," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 116(2), pages 315-321, 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. Tacchella, Andrea & Zaccaria, Andrea & Miccheli, Marco & Pietronero, Luciano, 2023. "Relatedness in the era of machine learning," Chaos, Solitons & Fractals, Elsevier, vol. 176(C).
    2. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    3. Hidalgo, César & Stojkoski, Viktor, 2025. "The Theory of Economic Complexity," TSE Working Papers 1648, Toulouse School of Economics (TSE), revised Aug 2025.
    4. Li, Yang & Neffke, Frank M.H., 2024. "Evaluating the principle of relatedness: Estimation, drivers and implications for policy," Research Policy, Elsevier, vol. 53(3).
    5. Simone Daniotti & Matté Hartog & Frank Neffke, 2025. "The coherence of US cities," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 122(37), pages 2501504122-, September.
    6. Koen Frenken & Frank Neffke, 2024. "Economic Geography and Complexity Theory," Papers in Evolutionary Economic Geography (PEEG) 2431, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2024.
    7. Bernardo Caldarola & Dario Mazzilli & Aurelio Patelli & Angelica Sbardella, 2024. "Structural Change, Employment, and Inequality in Europe: an Economic Complexity Approach," Papers 2410.07906, arXiv.org.
    8. Carlo Bottai & Jacopo Di Iorio & Martina Iori, 2024. "Reinterpreting Economic Complexity: A co-clustering approach," Papers 2406.16199, arXiv.org.

    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. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    2. Hausmann, Ricardo & Stock, Daniel P. & Yıldırım, Muhammed A., 2022. "Implied comparative advantage," Research Policy, Elsevier, vol. 51(8).
    3. Li, Yang & Neffke, Frank M.H., 2024. "Evaluating the principle of relatedness: Estimation, drivers and implications for policy," Research Policy, Elsevier, vol. 53(3).
    4. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).
    5. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(3).
    6. Mariam Camarero & Joan Crespo & Cecilio Tamarit, 2025. "FDI and the evolution of the comparative advantage of nations," Working Papers 2511, Department of Applied Economics II, Universidad de Valencia.
    7. Pinheiro, Cristina, 2025. "Relatedness and economic complexity as tools for industrial policy: Insights and limitations," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 1-10.
    8. C'esar A. Hidalgo & Viktor Stojkoski, 2025. "The Theory of Economic Complexity," Papers 2506.18829, arXiv.org, revised Sep 2025.
    9. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).
    10. Bernardo Caldarola & Dario Mazzilli & Lorenzo Napolitano & Aurelio Patelli & Angelica Sbardella, 2023. "Economic complexity and the sustainability transition: A review of data, methods, and literature," Papers 2308.07172, arXiv.org, revised Mar 2024.
    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. O’Clery, Neave & Kinsella, Stephen, 2022. "Modular structure in labour networks reveals skill basins," Research Policy, Elsevier, vol. 51(5).
    13. Frank Neffke & Angelica Sbardella & Ulrich Schetter & Andrea Tacchella, 2024. "Economic Complexity Analysis," Papers in Evolutionary Economic Geography (PEEG) 2430, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2024.
    14. Yamada, Eri & Balland, Pierre-Alexandre & Kawakami, Tetsu & Nemoto, Jiro, 2025. "The structure and dynamics of the auto parts industry: Product space and complexity perspectives," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 472-485.
    15. Sudeshna Ghosh & Buhari Doğan & Muhlis Can & Muhammad Ibrahim Shah & Nicholas Apergis, 2023. "Correction to: does economic structure matter for income inequality?," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(6), pages 5739-5739, December.
    16. 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.
    17. Yibo Qiao & Andrea Ascani & Andrea Morrison, 2024. "External linkages and regional diversification in China: The role of foreign multinational enterprises," Environment and Planning A, , vol. 56(4), pages 1077-1101, June.
    18. Jian Gao & Bogang Jun & Alex Sandy Pentland & Tao Zhou & Cesar A. Hidalgo, 2017. "Collective Learning in China's Regional Economic Development Formations of Co-Inventors During the Dot-com Bubble in the Research Triangle Region," Papers in Evolutionary Economic Geography (PEEG) 1706, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2017.
    19. Zoran Utkovski & Melanie F Pradier & Viktor Stojkoski & Fernando Perez-Cruz & Ljupco Kocarev, 2018. "Economic complexity unfolded: Interpretable model for the productive structure of economies," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-24, August.
    20. 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.

    More about this item

    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:egu:wpaper:2309. 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: the person in charge The email address of this maintainer does not seem to be valid anymore. Please ask the person in charge to update the entry or send us the correct address (email available below). General contact details of provider: https://edirc.repec.org/data/deguunl.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.