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Economic Complexity Analysis

Author

Listed:
  • Frank Neffke
  • Angelica Sbardella
  • Ulrich Schetter
  • Andrea Tacchella

Abstract

Economic complexity analysis (ECA) is a newly emerging research program that aims to understand what determines the set of goods and services that a country can make, and how this set changes over time. At its core, this research program assumes that production of a given good or service requires a combination of fine- grained and highly complementary capabilities. As a consequence, economic growth is driven by a process of diversification that is enabled by the acquisition of capa- bilities. This chapter traces the intellectual antecedents and origins of ECA and illustrates core tenets in a simple model of production that is analyzed using com- plex network theory. It then reviews current debates surrounding core concepts in the field – in particular measures of relatedness and complexity of economic ac- tivities – and reflects on policy implications. We conclude by sketching a broad research agenda, identifying five key areas: (1) relaxing overly restrictive assump- tions of current models, (2) better connecting ECA to debates in the wider field of economics, (3) exploring connections across scales, from countries to cities to firms, (4) addressing questions related to capability coordination, and (5) developing ap- plications to important large-scale societal transitions, such as the green transition and the digitization of work.

Suggested Citation

  • 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.
  • Handle: RePEc:egu:wpaper:2430
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    1. Emanuele Pugliese & Guido L Chiarotti & Andrea Zaccaria & Luciano Pietronero, 2017. "Complex Economies Have a Lateral Escape from the Poverty Trap," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-18, January.
    2. PUGLIESE Emanuele & TACCHELLA Andrea, 2020. "Economic complexity for competitiveness and innovation: A novel bottom-up strategy linking global and regional capacities," JRC Research Reports JRC122086, Joint Research Centre.
    3. David Rezza Baqaee & Emmanuel Farhi, 2019. "The Macroeconomic Impact of Microeconomic Shocks: Beyond Hulten's Theorem," Econometrica, Econometric Society, vol. 87(4), pages 1155-1203, July.
    4. Neffke, Frank & Nedelkoska, Ljubica & Wiederhold, Simon, 2024. "Skill mismatch and the costs of job displacement," Research Policy, Elsevier, vol. 53(2).
    5. Justin Yifu Lin, 2011. "New Structural Economics: A Framework for Rethinking Development," The World Bank Research Observer, World Bank, vol. 26(2), pages 193-221, August.
    6. Johannes Boehm & Swati Dhingra & John Morrow, 2022. "The Comparative Advantage of Firms," Journal of Political Economy, University of Chicago Press, vol. 130(12), pages 3025-3100.
    7. 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.
    8. Przemyslaw Kowalski & Clarisse Legendre, 2023. "Raw materials critical for the green transition: Production, international trade and export restrictions," OECD Trade Policy Papers 269, OECD Publishing.
    9. 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.
    10. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    11. Barbieri, Nicolò & Marzucchi, Alberto & Rizzo, Ugo, 2020. "Knowledge sources and impacts on subsequent inventions: Do green technologies differ from non-green ones?," Research Policy, Elsevier, vol. 49(2).
    12. M. O. Hill, 1974. "Correspondence Analysis: A Neglected Multivariate Method," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 23(3), pages 340-354, November.
    13. Manuel Sebastian Mariani & Zhuo-Ming Ren & Jordi Bascompte & Claudio Juan Tessone, 2019. "Nestedness in complex networks: Observation, emergence, and implications," Papers 1905.07593, arXiv.org.
    14. Dam, Alje van & Frenken, Koen, 2022. "Variety, complexity and economic development," Research Policy, Elsevier, vol. 51(8).
    15. Rodríguez-Pose, Andrés & Bartalucci, Federico & Lozano-Gracia, Nancy & Dávalos, María, 2024. "Overcoming left-behindedness. Moving beyond the efficiency versus equity debate in territorial development," LSE Research Online Documents on Economics 125629, London School of Economics and Political Science, LSE Library.
    16. Angelica Sbardella & Emanuele Pugliese & Andrea Zaccaria & Pasquale Scaramozzino, 2018. "The role of complex analysis in modeling economic growth," Papers 1808.10428, arXiv.org.
    17. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Multinational Corporations and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 8, pages 101-133, Palgrave Macmillan.
    18. Muhammed A Yildirim & Michele Coscia, 2014. "Using Random Walks to Generate Associations between Objects," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-9, August.
    19. Sam Fankhauser & Alex Bowen & Raphael Calel & Antoine Dechezlepr�tre & David Grover & James Rydge & Misato Sato, 2012. "Who will win the green race? In search of environmental competitiveness and innovation," GRI Working Papers 94, Grantham Research Institute on Climate Change and the Environment.
    20. 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.
    21. Lorenzo Napolitano & Evangelos Evangelou & Emanuele Pugliese & Paolo Zeppini & Graham Room, 2017. "Technology networks: the autocatalytic origins of innovation," Papers 1708.03511, arXiv.org, revised Apr 2018.
    22. Dario Diodato & Ricardo Hausmann & Ulrich Schetter, 2022. "A Simple Theory of Economic Development at the Extensive Industry Margin," CID Working Papers 416, Center for International Development at Harvard University.
    23. Radu Barza & Edward L. Glaeser & César A. Hidalgo & Martina Viarengo, 2024. "Cities as Engines of Opportunities: Evidence from Brazil," NBER Working Papers 32426, National Bureau of Economic Research, Inc.
    24. Giovanni Dosi & Richard R. Nelson, 2000. "An Introduction to Evolutionary Theories in Economics," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 11, pages 327-346, Edward Elgar Publishing.
    25. Perruchas, François & Consoli, Davide & Barbieri, Nicolò, 2020. "Specialisation, diversification and the ladder of green technology development," Research Policy, Elsevier, vol. 49(3).
    26. Francesco de Cunzo & Alberto Petri & Andrea Zaccaria & Angelica Sbardella, 2022. "The trickle down from environmental innovation to productive complexity," Papers 2206.07537, arXiv.org.
    27. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    28. Yiou Zhang & David L. Rigby, 2022. "Do Capabilities Reside in Firms or in Regions? Analysis of Related Diversification in Chinese Knowledge Production," Economic Geography, Taylor & Francis Journals, vol. 98(1), pages 1-24, January.
    29. Vito D. P. Servedio & Paolo Butt`a & Dario Mazzilli & Andrea Tacchella & Luciano Pietronero, 2018. "A new and stable estimation method of country economic fitness and product complexity," Papers 1807.10276, arXiv.org, revised Oct 2018.
    30. Nils Grashof & Stefano Basilico, 2023. "The dark side of green innovation? Green transition and regional inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2314, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2023.
    31. Matte Hartog & Andres Gomez-Lievano & Ricardo Hausmann & Frank Neffke, 2024. "Inventing modern invention: the professionalization of technological progress in the US," Papers in Evolutionary Economic Geography (PEEG) 2408, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.
    32. Sandro Montresor & Francesco Quatraro, 2020. "Green technologies and Smart Specialisation Strategies: a European patent-based analysis of the intertwining of technological relatedness and key enabling technologies," Regional Studies, Taylor & Francis Journals, vol. 54(10), pages 1354-1365, October.
    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. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    35. Dominik Hartmann & Flavio L. Pinheiro, 2022. "Economic complexity and inequality at the national and regional level," Papers 2206.00818, arXiv.org, revised Jun 2022.
    36. Matteo Bruno & Dario Mazzilli & Aurelio Patelli & Tiziano Squartini & Fabio Saracco, 2023. "Inferring comparative advantage via entropy maximization," Papers 2304.12245, arXiv.org.
    37. 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.
    38. Schetter, Ulrich, 2024. "Quality differentiation, comparative advantage, and international specialization across products," European Economic Review, Elsevier, vol. 170(C).
    39. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    40. C'esar A. Hidalgo, 2022. "The Policy Implications of Economic Complexity," Papers 2205.02164, arXiv.org, revised Aug 2023.
    41. Ulrich Schetter, 2022. "A Measure of Countries’ Distance to Frontier Based on Comparative Advantage," Growth Lab Working Papers 189, Harvard's Growth Lab.
    42. Dario Mazzilli & Manuel Sebastian Mariani & Flaviano Morone & Aurelio Patelli, 2022. "Equivalence between the Fitness-Complexity and the Sinkhorn-Knopp algorithms," Papers 2212.12356, arXiv.org, revised Mar 2024.
    43. Tacchella, Andrea & Zaccaria, Andrea & Miccheli, Marco & Pietronero, Luciano, 2023. "Relatedness in the era of machine learning," Chaos, Solitons & Fractals, Elsevier, vol. 176(C).
    44. Hausmann, Ricardo & Klinger, Bailey, 2006. "Structural Transformation and Patterns of Comparative Advantage in the Product Space," Working Paper Series rwp06-041, Harvard University, John F. Kennedy School of Government.
    45. Nicoló Barbieri & François Perruchas & Davide Consoli, 2020. "Specialization, Diversification, and Environmental Technology Life Cycle," Economic Geography, Taylor & Francis Journals, vol. 96(2), pages 161-186, March.
    46. Gersbach, Hans & Schetter, Ulrich & Schmassmann, Samuel, 2023. "From local to global: A theory of public basic research in a globalized world," European Economic Review, Elsevier, vol. 160(C).
    47. Fabio Saracco & Mika J. Straka & Riccardo Di Clemente & Andrea Gabrielli & Guido Caldarelli & Tiziano Squartini, 2016. "Inferring monopartite projections of bipartite networks: an entropy-based approach," Papers 1607.02481, arXiv.org, revised May 2017.
    48. Ulrich Schetter, 2022. "A Measure of Countries’ Distance to Frontier Based on Comparative Advantage," Growth Lab Working Papers 189, Harvard's Growth Lab.
    49. 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.
    50. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    51. 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.
    52. Fabio Saracco & Riccardo Di Clemente & Andrea Gabrielli & Tiziano Squartini, 2015. "Randomizing bipartite networks: the case of the World Trade Web," Papers 1503.05098, arXiv.org, revised Jun 2015.
    53. 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.
    54. Patelli, Aurelio & Cimini, Giulio & Pugliese, Emanuele & Gabrielli, Andrea, 2017. "The scientific influence of nations on global scientific and technological development," Journal of Informetrics, Elsevier, vol. 11(4), pages 1229-1237.
    55. John Sutton & Daniel Trefler, 2016. "Capabilities, Wealth, and Trade," Journal of Political Economy, University of Chicago Press, vol. 124(3), pages 826-878.
    56. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    57. Tommaso Rughi & Jacopo Staccioli & Maria Enrica Virgillito, 2023. "Climate change and labour-saving technologies: the twin transition via patent texts," LEM Papers Series 2023/11, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    58. David J. Bryce & Sidney G. Winter, 2009. "A General Interindustry Relatedness Index," Management Science, INFORMS, vol. 55(9), pages 1570-1585, September.
    59. David J. Teece & Richard Rumelt & Giovanni Dosi & Sidney Winter, 2000. "Understanding Corporate Coherence: Theory and Evidence," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 9, pages 264-293, Edward Elgar Publishing.
    60. Muhammed A. Yildirim, 2021. "Sorting, Matching and Economic Complexity," CID Working Papers 392, Center for International Development at Harvard University.
    61. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    62. Foellmi, Reto & Zweimüller, Josef, 2008. "Structural change, Engel's consumption cycles and Kaldor's facts of economic growth," Journal of Monetary Economics, Elsevier, vol. 55(7), pages 1317-1328, October.
    63. Diemer, Andreas & Iammarino, Simona & Perkins, Richard & Gros, Axel, 2022. "Technology, resources and geography in a paradigm shift: the case of critical and conflict materials in ICTs," LSE Research Online Documents on Economics 115103, London School of Economics and Political Science, LSE Library.
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