Keywords:
economic growth
environmental pollution
bibliometric analysis
CiteSpace
visual analysis
science mapping

  • Abstract

    The relationship between economic growth and environmental pollution has long been an area of study in economics. Increased global awareness of environmental protection has led to a surge in academic interest in this field. The main purpose of this study is to analyze the scientific output in this field on the basis of bibliometrics, understand the knowledge foundation and scientific collaboration patterns in this area, sort out the research evolution path, and predict future research trends. This paper analyzed 3,127 articles retrieved from the Web of Science repository. With CiteSpace software, network visualization analysis was performed, and knowledge maps were created to identify the most productive authors, institutions, countries, and journals, as well as influential highly cited literature. The most productive authors identified in the field were Bekun.F.Victor; The institution with the highest number of publications is the Chinese Academy of Sciences; China is the country that pays the most attention to the development of this field and obtains research results; The most influential article was "Investigation of environmental Kuznets curve for ecological footprint: The role of energy and financial development" published in Science of The Total Environment. Furthermore, the research results show that scholars' research topics of interest in this field have become more refined over time: Benefits from initial fossil energy consumption to renewable or clean energy; From traditional economic growth to focus on green total factor productivity; The study of environmental indicators ranges from single air pollution to greenhouse gases and ecological footprints. Currently green finance and green innovation are at the research frontiers in this area. Future research trends may focus on the economic and environmental benefits of new energy sources as a research topic.

  • References

    1. Barbu, L., Horobeț, A., Belașcu, L., & Ilie, A. G. (2024). Approaches to tax evasion: A bibliometric and mapping analysis of Web of Science indexed studies. Journal of Business Economics and Management, 25(1), 1–20. https://doi.org/10.3846/jbem.2024.20691
    2. Bekun, F. V., Alola, A. A., & Sarkodie, S. A. (2019). Toward a sustainable environment: Nexus between CO2 emissions, resource rent, renewable and nonrenewable energy in 16-EU countries. Science of the Total Environment, 657, 1023–1029. https://doi.org/10.1016/j.scitotenv.2018.12.104
    3. Braam, R. R., Moed, H. F., & Vanraan, A. F. J. (1991). Mapping of science by combined cocitation and word analysis .2. Dynamic aspects. Journal of the American Society for Information Science, 42(4), 252–266. https://doi.org/10.1002/(SICI)1097-4571(199105)42:4<252::AID-ASI2>3.0.CO;2-G
    4. Broadus, R. N. (1987). Toward a definition of bibliometrics. Scientometrics, 12(5–6), 373–379. https://doi.org/10.1007/BF02016680
    5. Brodny, J., & Tutak, M. (2021). The analysis of similarities between the European Union countries in terms of the level and structure of the emissions of selected gases and air pollutants into the atmosphere. Journal of Cleaner Production, 279, Article 123641. https://doi.org/10.1016/j.jclepro.2020.123641
    6. Broecker, W. S. (1975). Climatic change: Are we on the brink of a pronounced global warming? Science, 189(4201), 460–463. https://doi.org/10.1126/science.189.4201.460
    7. Chen, C. (2004). Searching for intellectual turning points: Progressive knowledge domain visualization. Proceedings of the National Academy of Sciences, 101(Suppl. 1), 5303–5310. https://doi.org/10.1073/pnas.0307513100
    8. Chen, C. M. (2006). CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 57(3), 359–377. https://doi.org/10.1002/asi.20317
    9. Chen, C. M., & Leydesdorff, L. (2014). Patterns of connections and movements in dual-map overlays: A new method of publication portfolio analysis. Journal of the Association for Information Science and Technology, 65(2), 334–351. https://doi.org/10.1002/asi.22968
    10. Chen, Y., Chen, C. M., Liu, Z. Y., Hu, Z. G., & Wang, X. W. (2015). The methodology function of CiteSpace mapping knowledge domains. Studies in Science of Science, 33(2), 242–253. (In Chinese). https://doi.org/10.16192/j.cnki.1003-2053.2015.02.009
    11. Cicea, C., & Marinescu, C. (2020). Bibliometric analysis of foreign direct investment and economic growth relationship: A research agenda. Journal of Business Economics and Management, 22(2), 445–466. https://doi.org/10.3846/jbem.2020.14018
    12. Destek, M. A., & Sarkodie, S. A. (2019). Investigation of environmental Kuznets curve for ecological footprint: The role of energy and financial development. Science of the Total Environment, 650, 2483–2489. https://doi.org/10.1016/j.scitotenv.2018.10.017
    13. Dinda, S. (2004). Environmental Kuznets curve hypothesis: A survey. Ecological Economics, 49(4), 431–455. https://doi.org/10.1016/j.ecolecon.2004.02.011
    14. Falagas, M. E., Pitsouni, E. I., Malietzis, G. A., & Pappas, G. (2008). Comparison of PubMed, Scopus, Web of Science, and Google Scholar: Strengths and weaknesses. FASEB Journal, 22(2), 338–342. https://doi.org/10.1096/fj.07-9492LSF
    15. Ferguson, L., Taylor, J., Davies, M., Shrubsole, C., Symonds, P., & Dimitroulopoulou, S. (2020). Exposure to indoor air pollution across socio-economic groups in high-income countries: A scoping review of the literature and a modelling methodology. Environment International, 143, Article 105748. https://doi.org/10.1016/j.envint.2020.105748
    16. Fleming, J. R. (1999). Joseph Fourier, the ‘greenhouse effect’, and the quest for a universal theory of terrestrial temperatures. Endeavour, 23(2), 72–75. https://doi.org/10.1016/S0160-9327(99)01210-7
    17. Gyamfi, B. A., Bein, M. A., Adedoyin, F. F., & Bekun, F. V. (2022). How does energy investment affect the energy utilization-growth-tourism nexus? Evidence from E7 countries. Energy & Environment, 33(2), 354–376. https://doi.org/10.1177/0958305X21999752
    18. Hartley, J. (1994). Three ways to improve the clarity of journal abstracts. British Journal of Educational Psychology, 64, 331–343. https://doi.org/10.1111/j.2044-8279.1994.tb01106.x
    19. IPCC. (2023). Climate change 2023: Synthesis report. Contribution of Working Groups I, II and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, H. Lee & J. Romero (Eds.)]. IPCC. https://www.ipcc.ch/report/ar6/syr/downloads/report/IPCC_AR6_SYR_LongerReport.pdf
    20. Keivani, R. (2010). A review of the main challenges to urban sustainability. International Journal of Urban Sustainable Development, 1(1–2), 5–16. https://doi.org/10.1080/19463131003704213
    21. Khan, M. K., Khan, M. I., & Rehan, M. (2020). The relationship between energy consumption, economic growth and carbon dioxide emissions in Pakistan. Financial Innovation, 6(1), Article 1. https://doi.org/10.1186/s40854-019-0162-0
    22. Klavans, R., & Boyack, K. W. (2006). Identifying a better measure of relatedness for mapping science. Journal of the American Society for Information Science and Technology, 57(2), 251–263. https://doi.org/10.1002/asi.20274
    23. Lu, W., Liu, Z. F., Huang, Y., Bu, Y., Li, X., & Cheng, Q. K. (2020). How do authors select keywords? A preliminary study of author keyword selection behavior. Journal of Informetrics, 14(4), Article 101066. https://doi.org/10.1016/j.joi.2020.101066
    24. Mishra, M., Desul, S., Santos, C. A. G., Mishra, S. K., Kamal, A. M., Goswami, S., Kalumba, A. M., Biswal, R., da Silva, R. M., dos Santos, C. A. C., & Baral, K. (2023). A bibliometric analysis of sustainable development goals (SDGs): A review of progress, challenges, and opportunities. Environment, Development and Sustainability. Advance online publication. https://doi.org/10.1007/s10668-023-03225-w
    25. Omri, A., & Hadj, T. B. (2020). Foreign investment and air pollution: Do good governance and technological innovation matter? Environmental Research, 185, Article 109469. https://doi.org/10.1016/j.envres.2020.109469
    26. Ostic, D., Twum, A. K., Agyemang, A. O., & Boahen, H. A. (2022). Assessing the impact of oil and gas trading, foreign direct investment inflows, and economic growth on carbon emission for OPEC member countries. Environmental Science and Pollution Research, 29(28), 43089–43101. https://doi.org/10.1007/s11356-021-18156-0
    27. Pata, U. K., Kartal, M. T., Erdogan, S., & Sarkodie, S. A. (2023). The role of renewable and nuclear energy R&D expenditures and income on environmental quality in Germany: Scrutinizing the EKC and LCC hypotheses with smooth structural changes. Applied Energy, 342, Article 121138. https://doi.org/10.1016/j.apenergy.2023.121138
    28. Popescu, M. F., Constantin, M., & Chiripuci, B. C. (2022). Transition to a sustainable energy production and consumption model—Mapping the patterns of success. Journal of Business Economics and Management, 23(4), 915–936. https://doi.org/10.3846/jbem.2022.17022
    29. Raihan, A., Muhtasim, D. A., Farhana, S., Pavel, M. I., Faruk, O., Rahman, M., & Mahmood, A. (2022). Nexus between carbon emissions, economic growth, renewable energy use, urbanization, industrialization, technological innovation, and forest area towards achieving environmental sustainability in Bangladesh. Energy and Climate Change, 3, Article 100080. https://doi.org/10.1016/j.egycc.2022.100080
    30. Sarkodie, S. A., & Strezov, V. (2019). Effect of foreign direct investments, economic development and energy consumption on greenhouse gas emissions in developing countries. Science of the Total Environment, 646, 862–871. https://doi.org/10.1016/j.scitotenv.2018.07.365
    31. Shao, S., Liu, L. W., & Tian, Z. H. (2022). Does the environmental inequality matter? A literature review. Environmental Geochemistry and Health, 44(9), 3133–3156. https://doi.org/10.1007/s10653-021-00921-2
    32. Shortle, J. S., & Horan, R. D. (2001). The economics of nonpoint pollution control. Journal of Economic Surveys, 15(3), 255–289. https://doi.org/10.1111/1467-6419.00140
    33. Solarin, S. A., Nathaniel, S. P., Bekun, F. V., Okunola, A. M., & Alhassan, A. (2021). Towards achieving environmental sustainability: Environmental quality versus economic growth in a developing economy on ecological footprint via dynamic simulations of ARDL. Environmental Science and Pollution Research, 28(14), 17942–17959. https://doi.org/10.1007/s11356-020-11637-8
    34. Stavins, R. N., & Whitehead, B. W. (1992). Pollution charges for environmental protection: A policy link between energy and environment. Annual Review of Energy and the Environment, 17(1), 187–210. https://doi.org/10.1146/annurev.eg.17.110192.001155
    35. Tan, D. W., Zhou, X. P., Xu, Y. Y., Wu, C., & Li, Y. (2017). Environmental, health and economic benefits of using urban updraft tower to govern urban air pollution. Renewable & Sustainable Energy Reviews, 77, 1300–1308. https://doi.org/10.1016/j.rser.2017.03.003
    36. Umar, M., & Safi, A. (2023). Do green finance and innovation matter for environmental protection? A case of OECD economies. Energy Economics, 119, Article 106560. https://doi.org/10.1016/j.eneco.2023.106560
    37. Wang, J., Dong, K., Dong, X., & Taghizadeh-Hesary, F. (2022). Assessing the digital economy and its carbon-mitigation effects: The case of China. Energy Economics, 113, Article 106198. https://doi.org/10.1016/j.eneco.2022.106198
    38. Weingart, P. (2005). Impact of bibliometrics upon the science system: Inadvertent consequences? Scientometrics, 62(1), 117–131. https://doi.org/10.1007/s11192-005-0007-7
    39. Zhao, X. L., & Zhang, Y. T. (2015). Status, hot-topics and trends of American higher educational research in recent ten years: Based on visual analysis of 5 American higher education journals from SSCI. China Higher Education Research, 10, 63–69. (In Chinese). https://doi.org/10.16298/j.cnki.1004-3667.2015.10.12
    40. Zhou, B. Q., Li, N., Lu, D., & Xia, J. Y. (2022). Correlation analysis between economic growth and environmental quality. Computer Systems Science and Engineering, 41(1), 127–140. https://doi.org/10.32604/csse.2022.017750
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Shen, Y., & Latiff, A. R. A. (2025). Visualization of the relationship between economic growth and environmental pollution: A bibliometric analysis. Multidisciplinary Reviews, 8(10), 2025331. https://doi.org/10.31893/multirev.2025331
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