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Bibliometric review of research on economic complexity: current trends, developments, and future research directions

Author

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  • Behrooz Shahmoradi

    (National Research Institute for Science Policy (NRISP))

  • Nejla Ould Daoud Ellili

    (Abu Dhabi University)

Abstract

The growing literature on the issues of economic complexity makes it challenging to achieve a comprehensive multidimensional picture of the current problem for beneficiaries, policymakers, and future research. Therefore, this study aims to conduct a bibliometric analysis of 272 documents published in the field of economic complexity since 2007 and extracted from the Scopus database. Results are presented through figures, tables, maps of past trends and research directions using keyword analysis, global citation analysis of authors, organizations, countries, journals, articles, references, content analysis, and other bibliometric analysis via VOSviewer, CiteSpace, and WordStat software. A bibliometric review was applied to identify four clusters: Economic Growth, Diversification, Income Inequality, and Ecological Footprint. Finally, the state of the art in economic complexity research is discussed, and directions for future research are provided.

Suggested Citation

  • Behrooz Shahmoradi & Nejla Ould Daoud Ellili, 2024. "Bibliometric review of research on economic complexity: current trends, developments, and future research directions," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 51(4), pages 859-891, December.
  • Handle: RePEc:spr:epolin:v:51:y:2024:i:4:d:10.1007_s40812-024-00298-0
    DOI: 10.1007/s40812-024-00298-0
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    1. Nguyen, Canh Phuc, 2021. "Gender equality and economic complexity," Economic Systems, Elsevier, vol. 45(4).
    2. Udemba, Edmund Ntom & Yalçıntaş, Selin, 2021. "Interacting force of foreign direct invest (FDI), natural resource and economic growth in determining environmental performance: A nonlinear autoregressive distributed lag (NARDL) approach," Resources Policy, Elsevier, vol. 73(C).
    3. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    4. Antonis Adam & Antonios Garas & Marina-Selini Katsaiti & Athanasios Lapatinas, 2023. "Economic complexity and jobs: an empirical analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(1), pages 25-52, January.
    5. Koch, Philipp, 2021. "Economic complexity and growth: Can value-added exports better explain the link?," Economics Letters, Elsevier, vol. 198(C).
    6. 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.
    7. Weng Marc Lim & Satish Kumar & Faizan Ali, 2022. "Advancing knowledge through literature reviews: ‘what’, ‘why’, and ‘how to contribute’," The Service Industries Journal, Taylor & Francis Journals, vol. 42(7-8), pages 481-513, June.
    8. Sweet, Cassandra Mehlig & Eterovic Maggio, Dalibor Sacha, 2015. "Do Stronger Intellectual Property Rights Increase Innovation?," World Development, Elsevier, vol. 66(C), pages 665-677.
    9. 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.
    10. 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.
    11. 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.
    12. Olimpia Neagu & Mircea Constantin Teodoru, 2019. "The Relationship between Economic Complexity, Energy Consumption Structure and Greenhouse Gas Emission: Heterogeneous Panel Evidence from the EU Countries," Sustainability, MDPI, vol. 11(2), pages 1-29, January.
    13. 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.
    14. Nguyen, Canh Phuc, 2022. "Does economic complexity matter for the shadow economy?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 210-227.
    15. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    16. 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.
    17. 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.
    18. Zhaoyingzi Dong & Yingcheng Li & Pierre-Alexandre Balland & Siqi Zheng, 2022. "Industrial land policy and economic complexity of Chinese Cities," Industry and Innovation, Taylor & Francis Journals, vol. 29(3), pages 367-395, March.
    19. 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.
    20. Mewes, Lars & Broekel, Tom, 2022. "Technological complexity and economic growth of regions," Research Policy, Elsevier, vol. 51(8).
    21. 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.
    22. Nan, Shijing & Huo, Yuchen & You, Wanhai & Guo, Yawei, 2022. "Globalization spatial spillover effects and carbon emissions: What is the role of economic complexity?," Energy Economics, Elsevier, vol. 112(C).
    23. Vu, Trung V., 2020. "Economic complexity and health outcomes: A global perspective," Social Science & Medicine, Elsevier, vol. 265(C).
    24. Verónica Duque-Uribe & William Sarache & Elena Valentina Gutiérrez, 2019. "Sustainable Supply Chain Management Practices and Sustainable Performance in Hospitals: A Systematic Review and Integrative Framework," Sustainability, MDPI, vol. 11(21), pages 1-30, October.
    25. Kang-Kook Lee & Trung V. Vu, 2020. "Economic complexity, human capital and income inequality: a cross-country analysis," The Japanese Economic Review, Springer, vol. 71(4), pages 695-718, October.
    26. 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.
    27. C'esar A. Hidalgo, 2022. "Knowledge is non-fungible," Papers 2205.02167, arXiv.org.
    28. Romero, João P. & Gramkow, Camila, 2021. "Economic complexity and greenhouse gas emissions," World Development, Elsevier, vol. 139(C).
    29. Satish Kumar & Weng Marc Lim & Uthayasankar Sivarajah & Jaspreet Kaur, 2023. "Artificial Intelligence and Blockchain Integration in Business: Trends from a Bibliometric-Content Analysis," Information Systems Frontiers, Springer, vol. 25(2), pages 871-896, April.
    30. Ricardo Hausmann & César Hidalgo, 2011. "The network structure of economic output," Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
    31. 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.
    32. Bahar, Dany & Rapoport, Hillel & Turati, Riccardo, 2022. "Birthplace diversity and economic complexity: Cross-country evidence," Research Policy, Elsevier, vol. 51(8).
    33. Yuting Li & Karsten Mau & Mingzhi Xu, 2023. "Rising Wages and Intra-Country Industry Relocation: Evidence from China," Open Economies Review, Springer, vol. 34(3), pages 579-615, July.
    34. Margarida Bandeira Morais & Julia Swart & Jacob Arie Jordaan, 2021. "Economic Complexity and Inequality: Does Regional Productive Structure Affect Income Inequality in Brazilian States?," Sustainability, MDPI, vol. 13(2), pages 1-23, January.
    35. Shujin Zhu & Renyu Li, 2017. "Economic complexity, human capital and economic growth: empirical research based on cross-country panel data," Applied Economics, Taylor & Francis Journals, vol. 49(38), pages 3815-3828, August.
    36. 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.
    37. Athanasios Lapatinas & Anastasia Litina & Skerdilajda Zanaj, 2021. "The Impact of Economic Complexity on the Formation of Environmental Culture," Sustainability, MDPI, vol. 13(2), pages 1-25, January.
    38. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    39. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    40. Athanasios Lapatinas & Marina-Selini Katsaiti, 2023. "EU MECI: A Network-Structured Indicator for a Union of Equality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 166(2), pages 465-483, April.
    41. Ivanova, Inga & Strand, Øivind & Kushnir, Duncan & Leydesdorff, Loet, 2017. "Economic and technological complexity: A model study of indicators of knowledge-based innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 77-89.
    42. 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.
    43. Sweet, Cassandra & Eterovic, Dalibor, 2019. "Do patent rights matter? 40 years of innovation, complexity and productivity," World Development, Elsevier, vol. 115(C), pages 78-93.
    44. You, Wanhai & Zhang, Yue & Lee, Chien-Chiang, 2022. "The dynamic impact of economic growth and economic complexity on CO2 emissions: An advanced panel data estimation," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 112-128.
    45. Sudeshna Ghosh & Buhari Doğan & Muhlis Can & Muhammad Ibrahim Shah & Nicholas Apergis, 2023. "Does economic structure matter for income inequality?," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(3), pages 2507-2527, June.
    46. Cesar A. Hidalgo, 2022. "Knowledge is non-fungible," Papers in Evolutionary Economic Geography (PEEG) 2229, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2022.
    47. Nguyen, Canh Phuc & Nguyen, Bach & Duy Tung, Bui & Dinh Su, Thanh, 2021. "Economic complexity and entrepreneurship density: A non-linear effect study," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    48. Ashraf, Junaid, 2022. "Do political instability, financial instability and environmental degradation undermine growth? Evidence from belt and road initiative countries," Journal of Policy Modeling, Elsevier, vol. 44(6), pages 1113-1127.
    49. Hausmann, Ricardo & Pietrobelli, Carlo & Santos, Miguel Angel, 2021. "Place-specific determinants of income gaps: New sub-national evidence from Mexico," Journal of Business Research, Elsevier, vol. 131(C), pages 782-792.
    50. Juan Carlos Chávez & Marco T. Mosqueda & Manuel Gómez-Zaldívar, 2017. "Economic Complexity and Regional Growth Performance: Evidence from the Mexican Economy," The Review of Regional Studies, Southern Regional Science Association, vol. 47(2), pages 201-219, Summer.
    51. 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.
    52. Tabash, Mosab I. & Mesagan, Ekundayo Peter & Farooq, Umar, 2022. "Dynamic linkage between natural resources, economic complexity, and economic growth: Empirical evidence from Africa," Resources Policy, Elsevier, vol. 78(C).
    53. 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.
    54. Tacchella, A. & Cristelli, M. & Caldarelli, G. & Gabrielli, A. & Pietronero, L., 2013. "Economic complexity: Conceptual grounding of a new metrics for global competitiveness," Journal of Economic Dynamics and Control, Elsevier, vol. 37(8), pages 1683-1691.
    55. Jiangling Yu & Feng Ju & Muhammad Wahab & Ephraim Bonah Agyekum & Clement Matasane & Solomon Eghosa Uhunamure, 2022. "Estimating the Effects of Economic Complexity and Technological Innovations on CO 2 Emissions: Policy Instruments for N-11 Countries," Sustainability, MDPI, vol. 14(24), pages 1-15, December.
    56. Nobanee, Haitham & Ellili, Nejla Ould Daoud, 2023. "Non-fungible tokens (NFTs): A bibliometric and systematic review, current streams, developments, and directions for future research," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 460-473.
    57. Lapatinas, Athanasios, 2019. "The effect of the Internet on economic sophistication: An empirical analysis," Economics Letters, Elsevier, vol. 174(C), pages 35-38.
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    More about this item

    Keywords

    Economic complexity; Systematic literature review; Economic growth; Diversification; Income inequality; And ecological footprint;
    All these keywords.

    JEL classification:

    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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