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Towards sustainable development: Exploring the spillover effects of green technology innovation on energy markets and economic cycles

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  • Wang, Kai-Hua
  • Wen, Cui-Ping
  • Long, Hai
  • Moldovan, Nicoleta-Claudia

Abstract

With the proposal of sustainable development goals, the world has placed increasing emphasis on energy transition and green, low-carbon initiatives, leading to the emergence of green technology. This article explores the spillover effects among green technology innovation (GTI), oil prices (OP), clean energy (CE), sustainable development (SD), and economic cycles (EC) with the time-varying parameter vector autoregression (TVP-VAR) connectedness method. The empirical results demonstrate that, in static analysis, the short-term connectedness is significantly stronger than that in the long term. SD serves as the main transmitter, while EC acts as the primary receiver. Furthermore, dynamic analysis suggests that spillover effects fluctuate with time and frequency. Finally, the net direction and net pairwise connectedness reveal that GTI is favorable for mitigating OP shocks and accelerating EC in the long term, while it is driven by CE and SD in the short term. The contribution of this paper lies in its incorporation of GTI, energy markets, economic cycles, and SD into a unified framework, and its detailed analysis of the channels of influence. Also, based on a time-frequency domain perspective, the paper dynamically examines the different performances of specific markets in the short or long term. Finally, the paper proposes some policy recommendations, including the strengthening of green technology innovation and the acceleration of energy transition.

Suggested Citation

  • Wang, Kai-Hua & Wen, Cui-Ping & Long, Hai & Moldovan, Nicoleta-Claudia, 2024. "Towards sustainable development: Exploring the spillover effects of green technology innovation on energy markets and economic cycles," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  • Handle: RePEc:eee:tefoso:v:203:y:2024:i:c:s0040162524001641
    DOI: 10.1016/j.techfore.2024.123368
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    References listed on IDEAS

    as
    1. Bouri, Elie & Cepni, Oguzhan & Gabauer, David & Gupta, Rangan, 2021. "Return connectedness across asset classes around the COVID-19 outbreak," International Review of Financial Analysis, Elsevier, vol. 73(C).
    2. Hoque, Mohammad Enamul & Soo-Wah, Low & Tiwari, Aviral Kumar & Akhter, Tahmina, 2023. "Time and frequency domain connectedness and spillover among categorical and regional financial stress, gold and bitcoin market," Resources Policy, Elsevier, vol. 85(PA).
    3. Sun, Yunpeng & Gao, Pengpeng & Raza, Syed Ali & Shah, Nida & Sharif, Arshian, 2023. "The asymmetric effects of oil price shocks on the world food prices: Fresh evidence from quantile-on-quantile regression approach," Energy, Elsevier, vol. 270(C).
    4. Kocaarslan, Baris & Soytas, Ugur, 2019. "Dynamic correlations between oil prices and the stock prices of clean energy and technology firms: The role of reserve currency (US dollar)," Energy Economics, Elsevier, vol. 84(C).
    5. Fang, Zhen, 2023. "Assessing the impact of renewable energy investment, green technology innovation, and industrialization on sustainable development: A case study of China," Renewable Energy, Elsevier, vol. 205(C), pages 772-782.
    6. Wei, Jia & Wen, Jun & Wang, Xiao-Yang & Ma, Jie & Chang, Chun-Ping, 2023. "Green innovation, natural extreme events, and energy transition: Evidence from Asia-Pacific economies," Energy Economics, Elsevier, vol. 121(C).
    7. Su, Chi Wei & Wei, Shenkai & Wang, Yan & Tao, Ran, 2024. "How does climate policy uncertainty affect the carbon market?," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    8. Hussain, Syed Asad & Razi, Faran & Hewage, Kasun & Sadiq, Rehan, 2023. "The perspective of energy poverty and 1st energy crisis of green transition," Energy, Elsevier, vol. 275(C).
    9. Zhang, Zhongqingyang & Zhu, Huiming & Zhou, Zhongbao & Zou, Kai, 2022. "How does innovation matter for sustainable performance? Evidence from small and medium-sized enterprises," Journal of Business Research, Elsevier, vol. 153(C), pages 251-265.
    10. Wang, Jun-Zhuo & Feng, Gen-Fu & Yin, Hua-Tang & Chang, Chun-Ping, 2023. "Toward sustainable development: Does the rising oil price stimulate innovation in climate change mitigation technologies?," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 569-583.
    11. Xiong, Yuyu & Dai, Li, 2023. "Does green finance investment impact on sustainable development: Role of technological innovation and renewable energy," Renewable Energy, Elsevier, vol. 214(C), pages 342-349.
    12. Su, Chi-Wei & Yuan, Xi & Umar, Muhammad & Chang, Tsangyao, 2022. "Dynamic price linkage of energies in transformation: Evidence from quantile connectedness," Resources Policy, Elsevier, vol. 78(C).
    13. Wang, Kai-Hua & Zhao, Yan-Xin & Jiang, Cui-Feng & Li, Zheng-Zheng, 2022. "Does green finance inspire sustainable development? Evidence from a global perspective," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 412-426.
    14. Qi, Ruijuan & Ma, Guowei & Zhang, Qiwen & Liu, Chang & Wang, Qi, 2024. "Innovation for sustainability: Harnessing the power of efficient natural resource markets for a greener economic recovery," Resources Policy, Elsevier, vol. 88(C).
    15. Ren, Xiaohang & Li, Yiying & Qi, Yinshu & Duan, Kun, 2022. "Asymmetric effects of decomposed oil-price shocks on the EU carbon market dynamics," Energy, Elsevier, vol. 254(PB).
    16. Gozgor, Giray & Tiwari, Aviral Kumar & Khraief, Naceur & Shahbaz, Muhammad, 2019. "Dependence structure between business cycles and CO2 emissions in the U.S.: Evidence from the time-varying Markov-Switching Copula models," Energy, Elsevier, vol. 188(C).
    17. Ullah, Sami & Luo, Rundong & Nadeem, Muhammad & Cifuentes-Faura, Javier, 2023. "Advancing sustainable growth and energy transition in the United States through the lens of green energy innovations, natural resources and environmental policy," Resources Policy, Elsevier, vol. 85(PA).
    18. Rocco, Matteo V. & Guevara, Zeus & Heun, Matthew Kuperus, 2020. "Assessing energy and economic impacts of large-scale policy shocks based on Input-Output analysis: Application to Brexit," Applied Energy, Elsevier, vol. 274(C).
    19. Xia, Jing & Zheng, Yan & Yang, Lehe & Xiao, Yujie, 2024. "Government intervention in green technology innovation: The carrot, the stick or both?," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    20. Karlilar, Selin & Balcilar, Mehmet & Emir, Firat, 2023. "Environmental sustainability in the OECD: The power of digitalization, green innovation, renewable energy and financial development," Telecommunications Policy, Elsevier, vol. 47(6).
    21. Alkathery, Mohammed A. & Chaudhuri, Kausik & Nasir, Muhammad Ali, 2023. "Dependence between the GCC energy equities, global clean energy and emission markets: Evidence from wavelet analysis," Energy Economics, Elsevier, vol. 121(C).
    22. Ahakwa, Isaac & Tackie, Evelyn Agba & Tackie, Faustina Korkor & Mangudhla, Tinashe & Baig, Jibal & Islam, Sartaj ul & Sarpong, Francis Atta, 2024. "Greening the path to carbon neutrality in the post-COP26 era: Embracing green energy, green innovation, and green human capital," Innovation and Green Development, Elsevier, vol. 3(3).
    23. Amin, Md Ruhul & Wang, Xinyu & Aktas, Elvan, 2023. "Does oil price uncertainty affect corporate innovation?," Energy Economics, Elsevier, vol. 118(C).
    24. Wang, Shubin & Li, Jian & Razzaq, Asim, 2023. "Do environmental governance, technology innovation and institutions lead to lower resource footprints: An imperative trajectory for sustainability," Resources Policy, Elsevier, vol. 80(C).
    25. Jozef Baruník & Tomáš Křehlík, 2018. "Measuring the Frequency Dynamics of Financial Connectedness and Systemic Risk," Journal of Financial Econometrics, Oxford University Press, vol. 16(2), pages 271-296.
    26. Razzaq, Asif & Sharif, Arshian & Ozturk, Ilhan & Afshan, Sahar, 2023. "Dynamic and threshold effects of energy transition and environmental governance on green growth in COP26 framework," Renewable and Sustainable Energy Reviews, Elsevier, vol. 179(C).
    27. Yuan, Gecheng & Ye, Qin & Sun, Yongping, 2021. "Financial innovation, information screening and industries’ green innovation — Industry-level evidence from the OECD," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    28. Zhang, Yang & Huang, Yichen & Wang, Xiao, 2023. "Impact of economic policy uncertainty, oil prices, and technological innovations on natural resources footprint in BRICS economies," Resources Policy, Elsevier, vol. 86(PB).
    29. Lau, Chi Keung & Gozgor, Giray & Mahalik, Mantu Kumar & Patel, Gupteswar & Li, Jing, 2023. "Introducing a new measure of energy transition: Green quality of energy mix and its impact on CO2 emissions," Energy Economics, Elsevier, vol. 122(C).
    30. Wan, Jieru & Yin, Libo & Wu, You, 2024. "Return and volatility connectedness across global ESG stock indexes: Evidence from the time-frequency domain analysis," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 397-428.
    31. Lei, Lei & Ozturk, Ilhan & Murshed, Muntasir & Abrorov, Sirojiddin & Alvarado, Rafael & Mahmood, Haider, 2023. "Environmental innovations, energy innovations, governance, and environmental sustainability: Evidence from South and Southeast Asian countries," Resources Policy, Elsevier, vol. 82(C).
    32. Wei, Yu & Zhang, Jiahao & Bai, Lan & Wang, Yizhi, 2023. "Connectedness among El Niño-Southern Oscillation, carbon emission allowance, crude oil and renewable energy stock markets: Time- and frequency-domain evidence based on TVP-VAR model," Renewable Energy, Elsevier, vol. 202(C), pages 289-309.
    33. Ahmad, Manzoor, 2021. "Non-linear dynamics of innovation activities over the business cycles: Empirical evidence from OECD economies," Technology in Society, Elsevier, vol. 67(C).
    34. Weaven, Scott & Quach, Sara & Thaichon, Park & Frazer, Lorelle & Billot, Ken & Grace, Debra, 2021. "Surviving an economic downturn: Dynamic capabilities of SMEs," Journal of Business Research, Elsevier, vol. 128(C), pages 109-123.
    35. Javed, Aamir & Rapposelli, Agnese & Khan, Feroz & Javed, Asif, 2023. "The impact of green technology innovation, environmental taxes, and renewable energy consumption on ecological footprint in Italy: Fresh evidence from novel dynamic ARDL simulations," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    36. Zhao, Xin & Nakonieczny, Joanna & Jabeen, Fauzia & Shahzad, Umer & Jia, Wenxing, 2022. "Does green innovation induce green total factor productivity? Novel findings from Chinese city level data," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    37. Qiao, Xingzhi & Zhu, Huiming & Zhang, Zhongqingyang & Mao, Weifang, 2022. "Time-frequency transmission mechanism of EPU, investor sentiment and financial assets: A multiscale TVP-VAR connectedness analysis," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    38. Hsu, Ching-Chi, 2023. "Influence of climate finance and natural resource consumption on the mitigation of climate change in developed countries in the Pre-COP26 era," Resources Policy, Elsevier, vol. 83(C).
    39. Amin, Nabila & Shabbir, Muhammad Salman & Song, Huaming & Farrukh, Muhammad Umar & Iqbal, Shahid & Abbass, Kashif, 2023. "A step towards environmental mitigation: Do green technological innovation and institutional quality make a difference?," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    40. Hussain, Jafar & Lee, Chien-Chiang & Chen, Yongxiu, 2022. "Optimal green technology investment and emission reduction in emissions generating companies under the support of green bond and subsidy," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    41. Ramzan, Muhammad & Abbasi, Kashif Raza & Salman, Asma & Dagar, Vishal & Alvarado, Rafael & Kagzi, Muneza, 2023. "Towards the dream of go green: An empirical importance of green innovation and financial depth for environmental neutrality in world's top 10 greenest economies," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    42. Li, Na & Wu, Di, 2023. "Nexus between natural resource and economic development: How green innovation and financial inclusion create sustainable growth in BRICS region?," Resources Policy, Elsevier, vol. 85(PA).
    43. Li, Li & Chen, Hongyi & Xiang, Jingjie, 2023. "Oil price uncertainty, financial distress and real economic activities: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    44. Li, Cong & Liu, Jiaxuan & Liu, Yuwei & Wang, Xiaoyu, 2023. "Can digitalization empowerment improve the efficiency of corporate capital allocation? —Evidence from China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1794-1810.
    45. Nikolaos Antonakakis & Ioannis Chatziantoniou & David Gabauer, 2020. "Refined Measures of Dynamic Connectedness based on Time-Varying Parameter Vector Autoregressions," JRFM, MDPI, vol. 13(4), pages 1-23, April.
    46. Lorente, Daniel Balsalobre & Mohammed, Kamel Si & Cifuentes-Faura, Javier & Shahzad, Umer, 2023. "Dynamic connectedness among climate change index, green financial assets and renewable energy markets: Novel evidence from sustainable development perspective," Renewable Energy, Elsevier, vol. 204(C), pages 94-105.
    47. Zhang, Junpeng & Pang, Deliang & Yang, Leijing & Ouyang, Wenjun, 2023. "Risk and synergy of multinational enterprise mergers and acquisitions under the background of the COVID-19 pandemic," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 718-729.
    48. Shinwari, Riazullah & Wang, Yangjie & Gozgor, Giray & Mousavi, Mahdi, 2024. "Does FDI affect energy consumption in the belt and road initiative economies? The role of green technologies," Energy Economics, Elsevier, vol. 132(C).
    49. Huang, Zishan & Zhu, Huiming & Hau, Liya & Deng, Xi, 2023. "Time-frequency co-movement and network connectedness between green bond and financial asset markets: Evidence from multiscale TVP-VAR analysis," The North American Journal of Economics and Finance, Elsevier, vol. 67(C).
    50. Wu, Wenhan & Wu, Wenzhuo & Wu, Kouhua & Ding, Chen, 2022. "The nexus between green innovations and natural resources commodity prices in China," Resources Policy, Elsevier, vol. 78(C).
    51. Yan, Xiang & Han, Zhiyong & Zou, Chen & Cheng, Changgao, 2024. "Assessing the role of emerging green technology transfer in sustainable development and identification of key regions in Yangtze River Delta region," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    52. Long, Huaigang & Zaremba, Adam & Zhou, Wenyu & Bouri, Elie, 2022. "Macroeconomics matter: Leading economic indicators and the cross-section of global stock returns," Journal of Financial Markets, Elsevier, vol. 61(C).
    53. Song, Yang & Zhang, Zhiyuan & Sahut, Jean-Michel & Rubin, Ofir, 2023. "Incentivizing green technology innovation to confront sustainable development," Technovation, Elsevier, vol. 126(C).
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