• Maryam Abedi 1

  • Amir Hossein Montazer Hojat 1

  • Yaghoub Andayesh 1

  • Behrooz Shahmoradi 2

  1. 1 Department of Economics, Faculty of Economics and Social Science, Shahid Chamran University of Ahvaz, Ahvaz, Iran
  2. 2 Department of Science, Technology and Innovation Financing and Economics, National Research Institute for Science Policy (NRISP), Tehran, Iran

Abstract

This systematic review examines the relationship between economic complexity (ECI), institutional quality (IQ), and environmental performance (EP). This review bridges the critical gap in understanding how IQ mediates ECI's environmental impacts. For this purpose, we analyze 76 studies of environmental economics from 2017 to 2024, including ECI, which is increasingly used in the literature. The research is organized to respond to three main questions of research evolution, the literature focus, and implications. The results show that ECI significantly influences ecological footprints and carbon emissions, with effects varying by country development and institutional strength. ECI can reduce the EF in countries with robust institutions and higher levels of development. Our review reveals the Environmental Kuznets Curve (EKC) as the dominant framework in the literature. Key policy implications include strengthening institutions, promoting renewable energy, and tailoring strategies to country-specific contexts. Regarding the Sustainable Development Goals, this study highlights the essential role of the interplay of economic complexity, institutions, and environmental outcomes.

Keywords

Subjects

 environment

Abdi, A. H. (2023). Toward a sustainable development in sub-Saharan Africa: do economic complexity and renewable energy improve environmental quality? Environmental Science and Pollution Research, 30(19), 55782-55798. https://doi.org/10.1007/s11356-023-26364-z
Abou Houran, M., & Mehmood, U. (2023). How institutional quality and renewable energy interact with ecological footprints: do the human capital and economic complexity matter in the Next Eleven nations? Environmental Science and Pollution Research, 1-13. https://doi.org/10.1007/s11356-023-26744-5
Adebayo, T. S., Altuntaş, M., Goyibnazarov, S., Agyekum, E. B., Zawbaa, H. M., & Kamel, S. (2022). Dynamic effect of disintegrated energy consumption and economic complexity on environmental degradation in top economic complexity economies. Energy Reports, 8, 12832-12842. https://doi.org/10.1016/j.egyr.2022.09.161
Adedoyin, F. F., Nwulu, N., & Bekun, F. V. (2021). Environmental degradation, energy consumption and sustainable development: accounting for the role of economic complexities with evidence from World Bank income clusters. Business Strategy and the Environment, 30(5), 2727-2740. https://doi.org/10.1002/bse.2774
Agozie, D. Q., Akwasi Gyamfi, B., Victor Bekun, F., Ozturk, I., & Taha, A. (2022). Environmental Kuznets Curve hypothesis from lens of economic complexity index for BRICS: Evidence from second generation panel analysis. Sustainable Energy Technologies and Assessments, 53, 102597. https://doi.org/10.1016/j.seta.2022.102597
Agu, C., Ogbuabor, J. E., & Onah, B. U. (2025). How are Economic Governance Institutions Moderating the Effect of Economic Complexity on Trade, FDI Inflow, Environmental Degradation, and Economic Growth in Africa? Journal of the Knowledge Economy, 16(2), 9536-9567. https://doi.org/10.1007/s13132-024-02284-2
Ahmad, M., Ahmed, Z., Majeed, A., & Huang, B. (2021). An environmental impact assessment of economic complexity and energy consumption: does institutional quality make a difference? Environmental Impact Assessment Review, 89, 106603. https://doi.org/10.1016/j.eiar.2021.106603
Ahmed, Z., Can, M., Sinha, A., Ahmad, M., Alvarado, R., & Rjoub, H. (2022). Investigating the role of economic complexity in sustainable development and environmental sustainability. International Journal of Sustainable Development & World Ecology, 29(8), 771-783. https://doi.org/10.1080/13504509.2022.2097330
Al-Ayouty, I. (2024). Economic Complexity and Renewable Energy Effects on Carbon Dioxide Emissions: a Panel Data Analysis of Middle East and North Africa Countries. Journal of the Knowledge Economy, 15(3), 12006-12025. https://doi.org/10.1007/s13132-023-01540-1
Alsabhan, T. H., & Tahir, M. (2024). The moderating role of income on the complexity–sustainability nexus: evidence from BRICS members. Sustainability, 16(23), 10171. https://doi.org/10.3390/su162310171
Aluko, O. A., Opoku, E. E. O., & Acheampong, A. O. (2023). Economic complexity and environmental degradation: Evidence from OECD countries. Business Strategy and the Environment, 32(6), 2767-2788. https://doi.org/doi.org/10.1002/bse.3269
Amegavi, G. B., Langnel, Z., Ahenkan, A., & Buabeng, T. (2022). The dynamic relationship between economic globalisation, institutional quality, and ecological footprint: Evidence from Ghana. The Journal of International Trade & Economic Development, 31(6), 876-893. https://doi.org/10.1080/09638199.2022.2033303
Arnaut, M., & Dada, J. T. (2022). Exploring the nexus between economic complexity, energy consumption and ecological footprint: new insights from the United Arab Emirates. International Journal of Energy Sector Management, 17(6), 1137-1160. https://doi.org/10.1108/IJESM-06-2022-0015
Aydin, M., Guney, E., Yigit, B., Acikgoz, F., & Cakmak, B. Y. (2024). Regulatory pathways to green energy transition for sustainable environment: The fostering role of human rights, banking sector development, economic complexity, and economic freedom. Journal of Environmental Management, 366, 121739. https://doi.org/10.1016/j.jenvman.2024.121739
Azizi, Z., Daraei, F., & Boroujeni, A. N. (2019). The impact of economic complexity on environmental pollution. Economic Development Policy, 7(2), 201-219. https://doi.org/10.22051/EDP.2020.29451.1225
Bakhsh, S., Zhang, W., Ali, K., & Anas, M. (2024). Energy transition and environmental stability prospects for OECD economies: The prominence role of environmental governance, and economic complexity: Does the geopolitical risk matter? Journal of Environmental Management, 354, 120358. https://doi.org/10.1016/j.jenvman.2024.120358
Balsalobre-Lorente, D., Ibáñez-Luzón, L., Usman, M., & Shahbaz, M. (2022). The environmental Kuznets curve, based on the economic complexity, and the pollution haven hypothesis in PIIGS countries. Renewable Energy, 185, 1441-1455. https://doi.org/10.1016/j.renene.2021.10.059
Balsalobre-Lorente, D., Nur, T., Topaloglu, E. E., & Evcimen, C. (2024). Assessing the impact of the economic complexity on the ecological footprint in G7 countries: Fresh evidence under human development and energy innovation processes. Gondwana Research, 127, 226-245. https://doi.org/10.1016/j.gr.2023.03.017
Boleti, E., Garas, A., Kyriakou, A., & Lapatinas, A. (2021). Economic complexity and environmental performance: evidence from a world sample. Environmental Modeling & Assessment, 26(3), 251-270. https://doi.org/10.1007/S10666-021-09750-0
Bucher, F., Scheu, L., & Schröpf, B. (2023). Economic complexity and environmental pollution: Evidence from the former socialist transition countries. Empirica, 50(3), 807-847. https://doi.org/10.1007/s10663-023-09575-y
Caglar, A. E., Zafar, M. W., Bekun, F. V., & Mert, M. (2022). Determinants of CO2 emissions in the BRICS economies: The role of partnerships investment in energy and economic complexity. Sustainable Energy Technologies and Assessments, 51, 101907. https://doi.org/10.1016/j.seta.2021.101907
Can, M., & Gozgor, G. (2017). The impact of economic complexity on carbon emissions: evidence from France. Environmental Science and Pollution Research, 24(19), 16364-16370. https://doi.org/10.1007/s11356-017-9219-7
Chandrarin, G., Sohag, K., Cahyaningsih, D. S., & Yuniawan, D. (2022). Will economic sophistication contribute to Indonesia's emission target? A decomposed analysis. Technological Forecasting and Social Change, 181. 121758. https://doi.org/10.1016/j.techfore.2022.121758
Chu, L. K. (2020). Economic structure and environmental Kuznets curve hypothesis: new evidence from economic complexity. Applied Economics Letters, 28(7), 612-616. https://doi.org/10.1080/13504851.2020.1767280
Dada, J. T., Ajide, F. M., & Al-Faryan, M. A. S. (2023). Economic complexity and ecological degradation in Africa: does globalization matter? The International Trade Journal, 1-29. https://doi.org/10.1080/08853908.2023.2243328
Demiral, M., & Akça, E. E. (2022). Economic complexity–carbonization nexus in the European Union: A heterogeneous panel data analysis. Energy Sources, Part B: Economics, Planning, and Policy, 17(1), 2046210. https://doi.org/10.1080/15567249.2022.2046210
Dietz, T., & Rosa, E. A. (1997). Effects of population and affluence on CO2 emissions. Proceedings of the national academy of sciences, 94(1), 175-179.
Doğan, B., Driha, O. M., Balsalobre Lorente, D., & Shahzad, U. (2021). The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries. Sustainable Development, 29(1), 1-12. https://doi.org/10.1002/sd.2125
Doğan, B., Ghosh, S., Hoang, D. P., & Chu, L. K. (2022). Are economic complexity and eco-innovation mutually exclusive to control energy demand and environmental quality in E7 and G7 countries? Technology in Society, 68, 101867. https://doi.org/10.1016/j.techsoc.2022.101867
Dordmond, G., de Oliveira, H. C., Silva, I. R., & Swart, J. (2021). The complexity of green job creation: An analysis of green job development in Brazil. Environment, Development and Sustainability, 23, 723-746. https://doi.org/10.1007/s10668-020-00605-4
Ehrlich, P. R., & Holdren, J. P. (1972). One-dimensional economy. Bull At Sci, 28(5), 16-27.
Emmanuel, O. N. B., Fonchamnyo, D. C., Thierry, M. A., & Dinga, G. D. (2023). Ecological footprint in a global perspective: the role of domestic investment, FDI, democracy and institutional quality. Journal of Global Responsibility. https://doi.org/10.1108/JGR-09-2022-0091
Esmaeili, P., Lorente, D. B., & Anwar, A. (2023). Revisiting the environmental Kuznetz curve and pollution haven hypothesis in N-11 economies: Fresh evidence from panel quantile regression. Environmental Research, 228, 115844. https://doi.org/10.1016/j.envres.2023.115844
Global Footprint Network, D. (2023). National Footprint and Biocapacity Accounts https://data.footprintnetwork.org/#/abouttheData
Ha, L. T. (2023). Is economic complexity an enabler of environmental innovation? Novel insightful lessons from European region. Management of Environmental Quality: An International Journal, 34(2), 331-350. https://doi.org/10.1108/MEQ-08-2022-0244
Ha, L. T. (2023). Is economic complexity an enabler of environmental innovation? Novel insightful lessons from European region. Management of Environmental Quality: An International Journal, 34(2), 331-350. https://doi.org/10.1108/MEQ-08-2022-0244
Halicioglu, F. (2009). An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy, 37(3), 1156-1164.
Hassan, S. T., Batool, B., Wang, P., Zhu, B., & Sadiq, M. (2023). Impact of economic complexity index, globalization, and nuclear energy consumption on ecological footprint: First insights in OECD context. Energy, 263, 125628. https://doi.org/10.1016/j.energy.2022.125628
Hausmann, R., Hidalgo, C. A., Bustos, S., Coscia, M., & Simoes, A. (2014). The atlas of economic complexity: Mapping paths to prosperity. Mit Press.
Hidalgo, C. A. (2021). Economic complexity theory and applications. Nature Reviews Physics, 3(2), 92-113.
Hussain, M., & Dogan, E. (2021). The role of institutional quality and environment-related technologies in environmental degradation for BRICS. Journal of Cleaner Production, 304, 127059. https://doi.org/10.1016/j.jclepro.2021.127059
Hussain, M., & Mahmood, N. (2022). Do positive and negative shocks of institutional quality affect the ecological footprint in a developing economy? Social Responsibility Journal. https://doi.org/10.1108/SRJ-02-2022-0100
Ikram, M., Xia, W., Fareed, Z., Shahzad, U., & Rafique, M. Z. (2021). Exploring the nexus between economic complexity, economic growth and ecological footprint: contextual evidences from Japan. Sustainable Energy Technologies and Assessments, 47, 101460. https://doi.org/10.1016/j.seta.2021.101460
Kazemzadeh, E., Fuinhas, J. A., Koengkan, M., & Osmani, F. (2022). The Heterogeneous Effect of Economic Complexity and Export Quality on the Ecological Footprint: A Two-Step Club Convergence and Panel Quantile Regression Approach. Sustainability, 14(18), 11153. https://doi.org/10.3390/su141811153
Kazemzadeh, E., Fuinhas, J. A., Radulescu, M., Koengkan, M., & Silva, N. (2023). The heterogeneous impact of the environmental policy stringency on premature indoor and outdoor deaths from air pollution in the G7 countries: do economic complexity and green innovation matter? Atmospheric Pollution Research, 14(2), 101664. https://doi.org/10.1016/j.apr.2023.101664
Khaliq, A., & Mamkhezri, J. (2023). Asymmetrical analysis of economic complexity and economic freedom on environment in South Asia: A NARDL approach. Environmental Science and Pollution Research, 30(38), 89049-89070. https://doi.org/10.1007/s11356-023-28481-1
Khezri, M., Heshmati, A., & Khodaei, M. (2022). Environmental implications of economic complexity and its role in determining how renewable energies affect CO2 emissions. Applied Energy, 306, 117948. https://doi.org/10.1016/j.apenergy.2021.117948
Kibria, M. G. (2023). Ecological footprint in Bangladesh: Identifying the intensity of economic complexity and natural resources. Heliyon, 9(4). https://doi.org/10.1016/j.heliyon.2023.e14747
Kılıç, C., Soyyiğit, S., & Bayrakdar, S. (2023). Economic Complexity, Ecological Footprint, and the Environmental Kuznets Curve: Findings from Selected Industrialized Countries. Journal of the Knowledge Economy, 1-26. https://doi.org/10.1007/s13132-023-01411-9
Lee, C.-C., Chen, M.-P., & Wu, W. (2022). The criticality of tourism development, economic complexity, and country security on ecological footprint. Environmental Science and Pollution Research, 29(24), 37004-37040. https://doi.org/10.1007/s11356-022-18499-2
Liu, H., Alharthi, M., Zafar, M. W., Tahir, M. S., & Asghar, M. M. (2022). Understanding the role of technology in Asian economies: the environmental impact of remittances and economic complexity. Evaluation Review, 0193841X221120483. https://doi.org/10.1177/0193841X221120483
Liu, H., Liang, S., & Cui, Q. (2021). The nexus between economic complexity and energy consumption under the context of sustainable environment: Evidence from the LMC countries. International Journal of Environmental Research and Public Health, 18(1), 124. https://doi.org/10.3390/ijerph18010124
Majeed, M. T., Mazhar, M., Samreen, I., & Tauqir, A. (2022). Economic complexities and environmental degradation: evidence from OECD countries. Environment, Development and Sustainability, 24(4), 5846-5866. https://doi.org/10.1007/s10668-021-01687-4
Marco, R., Llano, C., & Pérez-Balsalobre, S. (2022). Economic complexity, environmental quality and income equality: A new trilemma for regions? Applied Geography, 139, 102646. https://doi.org/10.1016/j.apgeog.2022.102646
Martins, J. M., Adebayo, T. S., Mata, M. N., Oladipupo, S. D., Adeshola, I., Ahmed, Z., & Correia, A. B. (2021). Modeling the relationship between economic complexity and environmental degradation: evidence from top seven economic complexity countries. Frontiers in Environmental Science, 398. https://doi.org/10.3389/fenvs.2021.744781/full
Moridian, A., Yarmohammadian, N., Motalebi, M., & Shadmehr, A. (2021). The Role of Economic Complexity in the Ecological Footprint: A Review of the EKC Hypothesis for Iran. Planning and Budgeting, 26(2), 153-179. https://doi.org/10.52547/jpbud.26.2.153
Neagu, O. (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, 11(17), 4753. https://doi.org/10.3390/su11174753
Neagu, O. (2020). Economic Complexity and Ecological Footprint: Evidence from the Most Complex Economies in the World. Sustainability, 12(21), 9031. https://doi.org/10.3390/su12219031
Neagu, O., & Neagu, M.-I. (2022). The Environmental Kuznets Curve revisited: economic complexity and ecological footprint in the most complex economies of the world. Studia Universitatis Vasile Goldiș Arad, Seria Științe Economice, 32(1), 78-99. https://sciendo.com/2/v2/download/article/10.2478/sues-2022-0005.pdf
Neagu, O., & Teodoru, M. C. (2019). The relationship between economic complexity, energy consumption structure and greenhouse gas emission: Heterogeneous panel evidence from the EU countries. Sustainability, 11(2), 497. https://doi.org/10.3390/su11020497
Nguyen, C. P., & Doytch, N. (2022). Does knowledge matter for the environment? Global evidence of economic complexity and ecological footprints. Environmental Science and Pollution Research, 29(54), 82122-82139. https://doi.org/10.1007/s11356-022-21547-6
North, D. (1990). Institutions, Institutional Change, and Economic Performance. Cambridge University Press.
Ntang, P. B., Baida, L. A., & Abba Yadou, B. (2024). How does economic complexity influence environmental degradation? New insights from African countries. Natural resources forum,
Numan, U., Ma, B., Meo, M. S., & Bedru, H. D. (2022). Revisiting the N-shaped environmental Kuznets curve for economic complexity and ecological footprint. Journal of Cleaner Production, 365, 132642. https://doi.org/10.1016/j.jclepro.2022.132642
Radmehr, R., Shayanmehr, S., Ali, E. B., Ofori, E. K., Jasińska, E., & Jasiński, M. (2022). Exploring the nexus of renewable energy, ecological footprint, and economic growth through globalization and human capital in g7 economics. Sustainability, 14(19), 12227. https://doi.org/10.3390/su141912227
Rafei, M., Esmaeili, P., & Balsalobre-Lorente, D. (2022). A step towards environmental mitigation: How do economic complexity and natural resources matter? Focusing on different institutional quality level countries. Resources Policy, 78, 102848.
Raza, A., Habib, Y., & Hashmi, S. H. (2023). Impact of technological innovation and renewable energy on ecological footprint in G20 countries: The moderating role of institutional quality. Environmental Science and Pollution Research, 30(42), 95376-95393. https://doi.org/10.1007/s11356-023-29011-9
Romero, J. P., & Gramkow, C. (2021). Economic complexity and greenhouse gas emissions. World Development, 139, 105317. https://doi.org/10.1016/j.worlddev.2020.105317
Sabir, S., Qayyum, U., & Majeed, T. (2020). FDI and environmental degradation: the role of political institutions in South Asian countries. Environmental Science and Pollution Research, 27, 32544-32553. https://doi.org/10.1007/s11356-020-09464-y
Sajid, S., Abas, A., Hassan, S. S. U., & Arooj, M. (2024). The interaction of institutional quality, economic complexity, and carbon dioxide emission: An empirical examination for China and Pakistan. Sustainable Futures, 7, 100222. https://doi.org/10.1016/j.sftr.2024.100222
Sarkodie, S. A., and Strezov, V. (2019). A review on environmental Kuznets curve hypothesis using bibliometric and meta-analysis. Science of the total environment, 649, 128-145.
Shahmoradi, B., & Ellili, N. O. D. (2024). Bibliometric review of research on economic complexity: current trends, developments, and future research directions. Journal of Industrial and Business Economics, 51(4), 859-891. https://doi.org/10.1007/s40812-024-00298-0
Shahmoradi, B., Chiniforooshan, P., & Sarkhosh Sara, A. (2021). Identification and ranking of technologies affecting inequality: A study of selected countries with emphasis on Iran. Journal Strategic Studies of Public Policy, 11(40), 102-131.
Shahzad, U., Fareed, Z., Shahzad, F., & Shahzad, K. (2021). Investigating the nexus between economic complexity, energy consumption and ecological footprint for the United States: New insights from quantile methods. Journal of Cleaner Production, 279, 123806. https://doi.org/10.1016/j.jclepro.2020.123806
Swart, J., & Brinkmann, L. (2020). Economic complexity and the environment: evidence from Brazil. Universities and sustainable communities: meeting the goals of the agenda 2030,
The United Nations. (2024). The Sustainable Development Agenda. Retrieved 29 July from https://www.un.org/sustainabledevelopment/development-agenda/
Uche, E., Das, N., Nwaeze, N. C., and Bera, P. (2022). Navigating the paths to sustainable environments via energy security, renewable energy and economic complexity: Evidence from array of pollution metrics. Energy & Environment, 35(3), 1434-1455. https://doi.org/10.1177/0958305X221140571
Udemba, E. N. (2021). Mitigating environmental degradation with institutional quality and foreign direct investment (FDI): new evidence from an asymmetric approach. Environmental Science and Pollution Research, 28(32), 43669-43683. https://doi.org/10.1007/s11356-021-13805-w
Ünsal, Y. (2024). Economic complexity and environmental sustainability: sectoral perspectives from OECD countries. Journal of Environmental Studies and Sciences. https://doi.org/10.1007/s13412-024-00958-6
Uzar, U. (2021). The relationship between institutional quality and ecological footprint: Is there a connection? Natural Resources Forum,
Vatn, A. (2007). Institutions and the Environment. Edward Elgar Publishing.
Vu, T. V. (2022). Does institutional quality foster economic complexity? The fundamental drivers of productive capabilities. Empirical Economics, 63(3), 1571-1604. https://doi.org/10.1007/s00181-021-02175-4
Wan, X., Jahanger, A., Usman, M., Radulescu, M., Balsalobre-Lorente, D., & Yu, Y. (2022). Exploring the effects of economic complexity and the transition to a clean energy pattern on ecological footprint from the Indian perspective. Frontiers in Environmental Science, 9, 816519. https://doi.org/10.3389/fenvs.2021.816519
Wang, E.-Z., & Yang, M. (2022). Green complexity and CO2 emission: Does institutional quality matter? Energy Economics, 110, 106022. https://doi.org/10.1016/j.eneco.2022.106022
Wang, Q., Yang, T., & Li, R. (2023). Economic complexity and ecological footprint: the role of energy structure, industrial structure, and labor force. Journal of Cleaner Production, 412, 137389. https://doi.org/10.1016/j.jclepro.2023.137389
Webster, J., & Watson, R. T. (2002). Analyzing the past to prepare for the future: Writing a literature review. MIS quarterly, xiii-xxiii.
World Bank, G. I. (2023). World governance indicators (https://databank.worldbank.org/databases/control-of-corruption
World Meteorological Organization. (2023). The Global Climate 2011-2020: A decade of accelerating climate change (WMO-No. 1338). WMO. https://library.wmo.int/records/item/68585-the-global-climate-2011-2020
Yilanci, V., & Pata, U. K. (2020). Investigating the EKC hypothesis for China: the role of economic complexity on ecological footprint. Environmental Science and Pollution Research, 27(26), 32683-32694. https://doi.org/10.1007/s11356-020-09434-4
You, W., Zhang, Y., & Lee, C.-C. (2022). The dynamic impact of economic growth and economic complexity on CO2 emissions: An advanced panel data estimation. Economic Analysis and Policy, 73, 112-128. https://doi.org/10.1016/j.eap.2021.11.004