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Economic Complexity Alignment and Sustainable Development

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  • Quinten De Wettinck
  • Karolien De Bruyne
  • Wouter Bam
  • C'esar A. Hidalgo

Abstract

Economic complexity has been linked to sustainability outcomes, such as income inequality and greenhouse gas emissions. Yet, it is unclear whether the pursuit of complex and/or related activities naturally aligns with these outcomes, or whether meeting sustainability goals requires policy interventions that pursue unrelated diversification. Here, we exploit multidimensional social and environmental sustainability indicators to quantify the alignment between a country's closest diversification opportunities and sustainability goals. We find that high- and upper-middle-income countries face significantly better environmentally aligned diversification opportunities than poorer economies. This means that, while richer countries enjoy diversification opportunities that align complexity, relatedness and environmental performance, this alignment is weaker for developing economies. These findings underscore the value of evaluating future diversification trajectories through a multidimensional sustainability framework, and emphasise the strategic relevance of unrelated diversification for less developed economies to foster sustainable development.

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  • Quinten De Wettinck & Karolien De Bruyne & Wouter Bam & C'esar A. Hidalgo, 2025. "Economic Complexity Alignment and Sustainable Development," Papers 2509.17919, arXiv.org, revised Sep 2025.
  • Handle: RePEc:arx:papers:2509.17919
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    1. Sandra Poncet & Felipe Starosta de Waldemar, 2015. "Product Relatedness and Firm Exports in China," The World Bank Economic Review, World Bank, vol. 29(3), pages 579-605.
    2. 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.
    3. Koch, Philipp, 2021. "Economic complexity and growth: Can value-added exports better explain the link?," Economics Letters, Elsevier, vol. 198(C).
    4. 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.
    5. Bogang Jun & Aamena Alshamsi & Jian Gao & César A. Hidalgo, 2020. "Bilateral relatedness: knowledge diffusion and the evolution of bilateral trade," Journal of Evolutionary Economics, Springer, vol. 30(2), pages 247-277, April.
    6. Lapatinas, Athanasios & Garas, Antonios & Boleti, Eirini & Kyriakou, Alexandra, 2019. "Economic complexity and environmental performance: Evidence from a world sample," MPRA Paper 92833, University Library of Munich, Germany.
    7. 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.
    8. 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.
    9. Elisabete Nogueira & Sofia Gomes & João M. Lopes, 2023. "Triple Bottom Line, Sustainability, and Economic Development: What Binds Them Together? A Bibliometric Approach," Sustainability, MDPI, vol. 15(8), pages 1-17, April.
    10. Karolien De Bruyne & Wouter Bam & Denis Engelbrecht, 2023. "South Africa's titanium industrial policy: A product space perspective," South African Journal of Economics, Economic Society of South Africa, vol. 91(1), pages 3-27, March.
    11. Flávio L. Pinheiro & Aamena Alshamsi & Dominik Hartmann & Ron Boschma & César Hidalgo, 2018. "Shooting Low or High: Do Countries Benefit from Entering Unrelated Activities?," Papers in Evolutionary Economic Geography (PEEG) 1807, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2018.
    12. Gloria Cicerone & Philip McCann & Viktor A Venhorst, 2020. "Promoting regional growth and innovation: relatedness, revealed comparative advantage and the product space," Journal of Economic Geography, Oxford University Press, vol. 20(1), pages 293-316.
    13. Rachata Muneepeerakul & José Lobo & Shade T Shutters & Andrés Goméz-Liévano & Murad R Qubbaj, 2013. "Urban Economies and Occupation Space: Can They Get “There” from “Here”?," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-8, September.
    14. Diogo Ferraz & Fernanda P. S. Falguera & Enzo B. Mariano & Dominik Hartmann, 2021. "Linking Economic Complexity, Diversification, and Industrial Policy with Sustainable Development: A Structured Literature Review," Sustainability, MDPI, vol. 13(3), pages 1-29, January.
    15. Chen, Zhao & Poncet, Sandra & Xiong, Ruixiang, 2017. "Inter-industry relatedness and industrial-policy efficiency: Evidence from China’s export processing zones," Journal of Comparative Economics, Elsevier, vol. 45(4), pages 809-826.
    16. Safi, Adnan & Wei, Xin & Sansaloni, Eduard Montesinos & Umar, Muhammad, 2023. "Breaking down the complexity of sustainable development: A focus on resources, economic complexity, and innovation," Resources Policy, Elsevier, vol. 83(C).
    17. Boschma, Ron & Capone, Gianluca, 2015. "Institutions and diversification: Related versus unrelated diversification in a varieties of capitalism framework," Research Policy, Elsevier, vol. 44(10), pages 1902-1914.
    18. Stephany, Fabian & Teutloff, Ole, 2024. "What is the price of a skill? The value of complementarity," Research Policy, Elsevier, vol. 53(1).
    19. Cüneyt Kılıç & Semanur Soyyiğit & Seda Bayrakdar, 2024. "Economic Complexity, Ecological Footprint, and the Environmental Kuznets Curve: Findings from Selected Industrialized Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7402-7427, June.
    20. Sándor Juhász & Tom Broekel & Ron Boschma, 2021. "Explaining the dynamics of relatedness: The role of co‐location and complexity," Papers in Regional Science, Wiley Blackwell, vol. 100(1), pages 3-21, February.
    21. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    22. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    23. Trung V. Vu, 2022. "Does institutional quality foster economic complexity? The fundamental drivers of productive capabilities," Empirical Economics, Springer, vol. 63(3), pages 1571-1604, September.
    24. Viktor Stojkoski & Zoran Utkovski & Ljupco Kocarev, 2016. "The Impact of Services on Economic Complexity: Service Sophistication as Route for Economic Growth," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-29, August.
    25. Mealy, Penny & Teytelboym, Alexander, 2022. "Economic complexity and the green economy," Research Policy, Elsevier, vol. 51(8).
    26. Frank Neffke & Martin Henning, 2013. "Skill relatedness and firm diversification," Strategic Management Journal, Wiley Blackwell, vol. 34(3), pages 297-316, March.
    27. Myriam Ben Saâd & Giscard Assoumou-Ella, 2019. "Economic Complexity and Gender Inequality in Education: An Empirical Study," Economics Bulletin, AccessEcon, vol. 39(1), pages 321-334.
    28. 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.
    29. Trung V. Vu, 2022. "Linking LGBT inclusion and national innovative capacity," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(1), pages 191-214, January.
    30. 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.
    31. Hartmann, Dominik & Bezerra, Mayra & Pinheiro, Flávio L., 2019. "Identifying smart strategies for economic diversification and inclusive growth in developing economies: The case of Paraguay," Hohenheim Discussion Papers in Business, Economics and Social Sciences 04-2019, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    32. Lo Turco, Alessia & Maggioni, Daniela, 2022. "The knowledge and skill content of production complexity," Research Policy, Elsevier, vol. 51(8).
    33. Hartmann, Dominik & Zagato, Ligia & Gala, Paulo & Pinheiro, Flavio L., 2021. "Why did some countries catch-up, while others got stuck in the middle? Stages of productive sophistication and smart industrial policies," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 1-13.
    34. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    35. Olimpia Neagu, 2019. "The Link between Economic Complexity and Carbon Emissions in the European Union Countries: A Model Based on the Environmental Kuznets Curve (EKC) Approach," Sustainability, MDPI, vol. 11(17), pages 1-27, August.
    36. 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.
    37. Romero, João P. & Gramkow, Camila, 2021. "Economic complexity and greenhouse gas emissions," World Development, Elsevier, vol. 139(C).
    38. Viktor Stojkoski & Philipp Koch & C'esar A. Hidalgo, 2022. "Multidimensional Economic Complexity and Inclusive Green Growth," Papers 2209.08382, arXiv.org, revised Apr 2023.
    39. Canh Phuc Nguyen & Binh Quang Nguyen & Duyen Thuy Le Tran, 2023. "Economic complexity and income inequality: New evidence of a nonlinear effect," Social Science Quarterly, Southwestern Social Science Association, vol. 104(4), pages 829-868, July.
    40. Doğan, Buhari & Ghosh, Sudeshna & Shahzadi, Irum & Balsalobre-Lorente, Daniel & Nguyen, Canh Phuc, 2022. "The relevance of economic complexity and economic globalization as determinants of energy demand for different stages of development," Renewable Energy, Elsevier, vol. 190(C), pages 371-384.
    41. Emilie Le Caous & Fenghueih Huarng, 2020. "Economic Complexity and the Mediating Effects of Income Inequality: Reaching Sustainable Development in Developing Countries," Sustainability, MDPI, vol. 12(5), pages 1-26, March.
    42. Muhammad Zahid Rafique & Abdul Majeed Nadeem & Wanjun Xia & Majid Ikram & Hafiz Muhammad Shoaib & Umer Shahzad, 2022. "Does economic complexity matter for environmental sustainability? Using ecological footprint as an indicator," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4623-4640, April.
    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. Fl'avio L. Pinheiro & Aamena Alshamsi & Dominik Hartmann & Ron Boschma & C'esar A. Hidalgo, 2018. "Shooting High or Low: Do Countries Benefit from Entering Unrelated Activities?," Papers 1801.05352, arXiv.org, revised Mar 2018.
    45. 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).
    46. Buhari Doğan & Oana M. Driha & Daniel Balsalobre Lorente & Umer Shahzad, 2021. "The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 1-12, January.
    47. Myriam Ben Saâd & Giscard Assoumou Ella, 2019. "Economic Complexity and Gender Inequality in Education: An Empirical Study," Post-Print hal-03426719, HAL.
    48. 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.
    49. 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.
    50. Wouter G. Bam & Karolien Bruyne & Mare Laing, 2021. "The IO–PS in the context of GVC-related policymaking: The case of the South African automotive industry," Journal of International Business Policy, Palgrave Macmillan, vol. 4(3), pages 410-432, September.
    51. Giacomo Domini, 2019. "Patterns of specialisation and economic complexity through the lens of universal exhibitions, 1855-1900," LEM Papers Series 2019/20, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    52. Gaulier, Guillaume & Zignago, Soledad, 2004. "Notes on BACI (analytical database of international trade). 1989-2002 version," MPRA Paper 32401, University Library of Munich, Germany.
    53. Cristelli,Matthieu Claudio Ascagne & Tacchella,Andrea & Cader,Masud Z. & Roster,Kirstin Ingrid & Pietronero,Luciano, 2017. "On the predictability of growth," Policy Research Working Paper Series 8117, The World Bank.
    54. Miguel R. Guevara & Dominik Hartmann & Manuel Aristarán & Marcelo Mendoza & César A. Hidalgo, 2016. "The research space: using career paths to predict the evolution of the research output of individuals, institutions, and nations," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(3), pages 1695-1709, December.
    55. Aamena Alshamsi & Flávio L. Pinheiro & Cesar A. Hidalgo, 2018. "Optimal diversification strategies in the networks of related products and of related research areas," Nature Communications, Nature, vol. 9(1), pages 1-7, December.
    56. Radu Barza & Cristian Jara-Figueroa & César A. Hidalgo & Martina Viarengo, 2020. "Knowledge Intensity and Gender Wage Gaps: Evidence from Linked Employer-Employee Data," CESifo Working Paper Series 8543, CESifo.
    57. Felipe, Jesus & Kumar, Utsav & Abdon, Arnelyn & Bacate, Marife, 2012. "Product complexity and economic development," Structural Change and Economic Dynamics, Elsevier, vol. 23(1), pages 36-68.
    58. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).
    59. Payne, James E. & Truong, Huong Hoang Diep & Chu, Lan Khanh & Doğan, Buhari & Ghosh, Sudeshna, 2023. "The effect of economic complexity and energy security on measures of energy efficiency: Evidence from panel quantile analysis," Energy Policy, Elsevier, vol. 177(C).
    60. Angelica Sbardella & Emanuele Pugliese & Luciano Pietronero, 2017. "Economic development and wage inequality: A complex system analysis," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-26, September.
    61. Fadi Fawaz & Masha Rahnama-Moghadamm, 2019. "Spatial dependence of global income inequality: The role of economic complexity," The International Trade Journal, Taylor & Francis Journals, vol. 33(6), pages 542-554, November.
    62. David L. Rigby, 2015. "Technological Relatedness and Knowledge Space: Entry and Exit of US Cities from Patent Classes," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1922-1937, November.
    63. Margarida Bandeira Morais & J. Swart & J.A. Jordaan, 2018. "Economic Complexity and Inequality: Does Productive Structure Affect Regional Wage Differentials in Brazil?," Working Papers 18-11, Utrecht School of Economics.
    64. Daniel McFadden, 1977. "Quantitative Methods for Analyzing Travel Behaviour of Individuals: Some Recent Developments," Cowles Foundation Discussion Papers 474, Cowles Foundation for Research in Economics, Yale University.
    65. Jonathan Borggren & Rikard H. Eriksson & Urban Lindgren, 2016. "Knowledge flows in high-impact firms: How does relatedness influence survival, acquisition and exit?," Journal of Economic Geography, Oxford University Press, vol. 16(3), pages 637-665.
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