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Time-varying causality relationships between trade openness, technological innovation, industrialization, financial development, and carbon emissions in Thailand

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  • Nguyen Thi Quy
  • Nguyen Chi Hai
  • Ha Thi Thieu Dao

Abstract

Over the last twenty years, there has been swift growth in industrialization and technological advancements, driving economic progress. Nevertheless, it is inevitable that these sectors will bring about environmental shifts. Thus far, endeavors have been undertaken to assess the influence of industrialization and technological advancements on environmental deterioration. Additionally, the extensive discussion surrounding the impact of financial development, trade openness, and technological innovation on the environment has not yielded conclusive empirical findings. Studies often operate under the assumption of symmetric relationships, potentially leading to biased results. Adding to the discussion on the drivers of carbon neutrality, the time-dependent effects of critical aspects such as financial development and technological innovation should inform meaningful policies for environmental management. This article explores the time-varying causal association between trade openness, industrialization, financial development, technological innovation, and CO2 emissions in Thailand using novel time-varying Granger causality tests. The time-varying causality outcomes demonstrate that the associations change significantly over time, in contrast to the results of Toda-Yamamoto causality. Overall, there exists a bidirectional relationship between industrialization, financial development, trade openness, technological innovation, and CO2 emissions over different time sequences. These outcomes have implications for both policy and research.

Suggested Citation

  • Nguyen Thi Quy & Nguyen Chi Hai & Ha Thi Thieu Dao, 2024. "Time-varying causality relationships between trade openness, technological innovation, industrialization, financial development, and carbon emissions in Thailand," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-19, May.
    • Handle: RePEc:plo:pone00:0304830
    DOI: 10.1371/journal.pone.0304830
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    References listed on IDEAS

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    1. Ma, Qiang & Murshed, Muntasir & Khan, Zeeshan, 2021. "The nexuses between energy investments, technological innovations, emission taxes, and carbon emissions in China," Energy Policy, Elsevier, vol. 155(C).
    2. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    3. Ertugrul, Hasan Murat & Çetin, Murat & Şeker, Fahri & Dogan, Eyüp, 2015. "The impact of trade openness on global carbon dioxide emissions: Evidence from the top ten emitters among developing countries," MPRA Paper 97539, University Library of Munich, Germany, revised 10 Mar 2016.
    4. Le, Thai-Ha & Chang, Youngho & Park, Donghyun, 2016. "Trade openness and environmental quality: International evidence," Energy Policy, Elsevier, vol. 92(C), pages 45-55.
    5. Kumar, Subhash, 2016. "Assessment of renewables for energy security and carbon mitigation in Southeast Asia: The case of Indonesia and Thailand," Applied Energy, Elsevier, vol. 163(C), pages 63-70.
    6. Shuping Shi & Stan Hurn & Peter C B Phillips, 2020. "Causal Change Detection in Possibly Integrated Systems: Revisiting the Money–Income Relationship [Energy Consumption and Economic Growth in the United States]," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 18(1), pages 158-180.
    7. Shuping Shi & Peter C. B. Phillips & Stan Hurn, 2018. "Change Detection and the Causal Impact of the Yield Curve," Journal of Time Series Analysis, Wiley Blackwell, vol. 39(6), pages 966-987, November.
    8. Daberechi Chikezie Ekwueme & Taiwo Temitope Lasisi & Kayode Kolawole Eluwole, 2023. "Environmental sustainability in Asian countries: Understanding the criticality of economic growth, industrialization, tourism import, and energy use," Energy & Environment, , vol. 34(5), pages 1592-1618, August.
    9. Urszula Mentel & Elżbieta Wolanin & Mansur Eshov & Raufhon Salahodjaev, 2022. "Industrialization and CO 2 Emissions in Sub-Saharan Africa: The Mitigating Role of Renewable Electricity," Energies, MDPI, vol. 15(3), pages 1-12, January.
    10. Xu, Bin & Lin, Boqiang, 2015. "How industrialization and urbanization process impacts on CO2 emissions in China: Evidence from nonparametric additive regression models," Energy Economics, Elsevier, vol. 48(C), pages 188-202.
    11. Xiao Jian & Sahar Afshan, 2023. "Dynamic effect of green financing and green technology innovation on carbon neutrality in G10 countries: fresh insights from CS-ARDL approach," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(2), pages 2130389-213, July.
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