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Can artificial intelligence and green finance affect economic cycles?

Author

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  • Chishti, Muhammad Zubair
  • Dogan, Eyup
  • Binsaeed, Rima H.

Abstract

The COVID-19 recession and the Ukraine-Russia War (URW) crisis have added a new layer of complexity to global economic cycles, necessitating the evolution of economic systems and proactive responses to emerging economic challenges. In this context, the recent article introduces artificial intelligence (AI) as a new driver of economic cycles and analyzes its dynamic role alongside the Belt and Road Initiative (BRI), the Paris Agreement (PA), green finance (GB), and economic shocks (ES) in determining global economic cycles. The article employs novel econometric tools, namely the CAViaR-TVP-VAR model, the Quantile Coherence method, panel Quantile on Quantile Kernel-Based Regularized Least Squares (PQQKRLS), and the Quantile-Quantile Granger causality (QQGC) test for robust findings. The outcomes reveal that AI influences economic cycles in the short run while significantly mitigating these cycles in the medium and long run. Furthermore, the BRI exhibits a positive link with economic cycles during the short and medium run; however, it can contribute to economic stability in the long run by impeding economic fluctuations. Similarly, green finance and the PA show mixed influences across various time horizons, except for the long run, which confirms their negative association with economic cycles. Additionally, ES has a direct link with economic cycles across most periods. The robustness check based on the QQGC test and PQQKRLS method supports the main results. Our results identify AI, BRI, and the PA as new drivers of economic cycles with the potential to counter global economic cycles. Therefore, based on these findings, the study proposes several policy implications tailored to different time horizons.

Suggested Citation

  • Chishti, Muhammad Zubair & Dogan, Eyup & Binsaeed, Rima H., 2024. "Can artificial intelligence and green finance affect economic cycles?," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    • Handle: RePEc:eee:tefoso:v:209:y:2024:i:c:s0040162524005389
    DOI: 10.1016/j.techfore.2024.123740
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    1. Bernier, Maxence & Plouffe, Michael, 2019. "Financial innovation, economic growth, and the consequences of macroprudential policies," Research in Economics, Elsevier, vol. 73(2), pages 162-173.
    2. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    3. Kafka, Kyriaki I. & Kostis, Pantelis C., 2024. "Unravelling the innovation puzzle: The interplay between uncertainty, economic institutions, and innovation performance in advanced and developing economies," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    4. Alessi, Lucia & Battiston, Stefano & Kvedaras, Virmantas, 2024. "Over with carbon? Investors’ reaction to the Paris Agreement and the US withdrawal," Journal of Financial Stability, Elsevier, vol. 71(C).
    5. Wei, Ping & Qi, Yinshu & Ren, Xiaohang & Gozgor, Giray, 2023. "The role of the COVID-19 pandemic in time-frequency connectedness between oil market shocks and green bond markets: Evidence from the wavelet-based quantile approaches," Energy Economics, Elsevier, vol. 121(C).
    6. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "The Aftermath of Financial Crises," American Economic Review, American Economic Association, vol. 99(2), pages 466-472, May.
    7. Zhang, Zhuo, 2023. "The impact of the artificial intelligence industry on the number and structure of employments in the digital economy environment," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    8. Raquel de la Orden & Ignacio de Calonje, 2022. "Sustainability-Linked Finance," World Bank Publications - Reports 36872, The World Bank Group.
    9. Dong, Xiyong & Xiong, Youlin & Nie, Siyue & Yoon, Seong-Min, 2023. "Can bonds hedge stock market risks? Green bonds vs conventional bonds," Finance Research Letters, Elsevier, vol. 52(C).
    10. Naeem, Muhammad Abubakr & Nguyen, Thi Thu Ha & Karim, Sitara & Lucey, Brian M., 2023. "Extreme downside risk transmission between green cryptocurrencies and energy markets: The diversification benefits," Finance Research Letters, Elsevier, vol. 58(PA).
    11. Che, Ming & Zhu, Zixiang & Li, Yujia, 2023. "Geopolitical risk and economic policy uncertainty: Different roles in China's financial cycle," International Review of Financial Analysis, Elsevier, vol. 90(C).
    12. Xu, Jiaqi & She, Shengxiang & Gao, Pengpeng & Sun, Yunpeng, 2023. "Role of green finance in resource efficiency and green economic growth," Resources Policy, Elsevier, vol. 81(C).
    13. Wang, Chao & Zhang, Xinyi & Ghadimi, Pezhman & Liu, Qian & Lim, Ming K. & Stanley, H. Eugene, 2019. "The impact of regional financial development on economic growth in Beijing–Tianjin–Hebei region: A spatial econometric analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 521(C), pages 635-648.
    14. Linsenmeier, Manuel, 2024. "Seasonal temperature variability and economic cycles," Journal of Macroeconomics, Elsevier, vol. 79(C).
    15. Gök, Remzi & Bouri, Elie & Gemici, Eray, 2022. "Can Twitter-based economic uncertainty predict safe-haven assets under all market conditions and investment horizons?," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    16. Emin Dinlersoz & Zoltan Wolf, 2024. "Automation, labor share, and productivity: plant-level evidence from U.S. manufacturing," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 33(4), pages 604-626, May.
    17. Ottonelli, Janaina & Lazaro, Lira Luz Benites & Andrade, José Célio Silveira & Abram, Simone, 2023. "Do solar photovoltaic clean development mechanism projects contribute to sustainable development in Latin America? Prospects for the Paris Agreement," Energy Policy, Elsevier, vol. 174(C).
    18. Kanzola, Anna-Maria & Papaioannou, Konstantina & Petrakis, Panagiotis E., 2023. "Environmental behavioral perceptions under uncertainty of alternative economic futures," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    19. Afees A. Salisu & Philip C. Omoke & Abdulsalam Abidemi Sikiru, 2023. "Geopolitical risk and global financial cycle: Some forecasting experiments," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(1), pages 3-16, January.
    20. Chishti, Muhammad Zubair & Xia, Xiqiang & Dogan, Eyup, 2025. "Corrigendum to “Understanding the effects of artificial intelligence on energy transition: The moderating role of Paris Agreement” [Energy Economics Volume 131, March 2024, 107388]," Energy Economics, Elsevier, vol. 142(C).
    21. Maneejuk, Paravee & Kaewtathip, Nuttaphong & Yamaka, Woraphon, 2024. "The influence of the Ukraine-Russia conflict on renewable and fossil energy price cycles," Energy Economics, Elsevier, vol. 129(C).
    22. Guinea, Laurentiu & Puch, Luis A. & Ruiz, Jesús, 2024. "Energy news shocks and their propagation to renewable and fossil fuels use," Energy Economics, Elsevier, vol. 130(C).
    23. Suresh Nanwani, 2020. "The Belt and Road Initiative: an interface with multilateral development banks on international cooperation and global governance," Chapters, in: Maria A. Carrai & Jean-Christophe Defraigne & Jan Wouters (ed.), The Belt and Road Initiative and Global Governance, chapter 5, pages 96-118, Edward Elgar Publishing.
    24. Sharif, Arshian & Brahim, Mariem & Dogan, Eyup & Tzeremes, Panayiotis, 2023. "Analysis of the spillover effects between green economy, clean and dirty cryptocurrencies," Energy Economics, Elsevier, vol. 120(C).
    25. Marques, Luís Miguel & Fuinhas, José Alberto & Marques, António Cardoso, 2013. "Does the stock market cause economic growth? Portuguese evidence of economic regime change," Economic Modelling, Elsevier, vol. 32(C), pages 316-324.
    26. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Adekoya, Oluwasegun B. & Hammoudeh, Shawkat, 2023. "What do we know about the price spillover between green bonds and Islamic stocks and stock market indices?," Global Finance Journal, Elsevier, vol. 55(C).
    27. Guodong Li & Yang Li & Chih-Ling Tsai, 2015. "Quantile Correlations and Quantile Autoregressive Modeling," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(509), pages 246-261, March.
    28. Philippe Aghion & Nicholas Bloom & Brian Lucking & Raffaella Sadun & John Van Reenen, 2021. "Turbulence, Firm Decentralization, and Growth in Bad Times," American Economic Journal: Applied Economics, American Economic Association, vol. 13(1), pages 133-169, January.
    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. Aastveit, Knut Are & Natvik, Gisle James & Sola, Sergio, 2017. "Economic uncertainty and the influence of monetary policy," Journal of International Money and Finance, Elsevier, vol. 76(C), pages 50-67.
    31. He, Lingyun & Liu, Rongyan & Zhong, Zhangqi & Wang, Deqing & Xia, Yufei, 2019. "Can green financial development promote renewable energy investment efficiency? A consideration of bank credit," Renewable Energy, Elsevier, vol. 143(C), pages 974-984.
    32. Bittencourt, Manoel, 2012. "Financial development and economic growth in Latin America: Is Schumpeter right?," Journal of Policy Modeling, Elsevier, vol. 34(3), pages 341-355.
    33. Pradhan, Rudra P. & Arvin, Mak B. & Nair, Mahendhiran & Bennett, Sara E. & Hall, John H., 2018. "The dynamics between energy consumption patterns, financial sector development and economic growth in Financial Action Task Force (FATF) countries," Energy, Elsevier, vol. 159(C), pages 42-53.
    34. Cherbib, Jihene, 2024. "Exploring the interplay between entrepreneurial orientation, causation and effectuation under unexpected covid-19 uncertainty: Insights from large French banks," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    35. Antonakakis, Nikolaos & Cunado, Juncal & Filis, George & Gabauer, David & de Gracia, Fernando Perez, 2020. "Oil and asset classes implied volatilities: Investment strategies and hedging effectiveness," Energy Economics, Elsevier, vol. 91(C).
    36. Jian Zhang & Meixia Ren & Xin Lu & Yu Li & Jianjun Cao, 2022. "Effect of the Belt and Road Initiatives on Trade and Its Related LUCC and Ecosystem Services of Central Asian Nations," Land, MDPI, vol. 11(6), pages 1-18, June.
    37. Zhou, Yuwen & Tian, Lixin & Yang, Xiaoguang, 2023. "Schumpeterian endogenous growth model under green innovation and its enculturation effect," Energy Economics, Elsevier, vol. 127(PB).
    38. Cakici, S. Meral, 2024. "Risk premium in a real business cycle framework," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 111-122.
    39. Hainmueller, Jens & Hazlett, Chad, 2014. "Kernel Regularized Least Squares: Reducing Misspecification Bias with a Flexible and Interpretable Machine Learning Approach," Political Analysis, Cambridge University Press, vol. 22(2), pages 143-168, April.
    40. Umar, Muhammad & Su, Chi-Wei & Rizvi, Syed Kumail Abbas & Shao, Xue-Feng, 2021. "Bitcoin: A safe haven asset and a winner amid political and economic uncertainties in the US?," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    41. Kai Wang & Sang-Bing Tsai & Xiaomin Du & Datian Bi, 2019. "Internet Finance, Green Finance, and Sustainability," Sustainability, MDPI, vol. 11(14), pages 1-6, July.
    42. Naeem, Muhammad Abubakr & Sadorsky, Perry & Karim, Sitara, 2023. "Sailing across climate-friendly bonds and clean energy stocks: An asymmetric analysis with the Gulf Cooperation Council Stock markets," Energy Economics, Elsevier, vol. 126(C).
    43. Lu, Qinli & Fang, Kai & Heijungs, Reinout & Feng, Kuishuang & Li, Jiashuo & Wen, Qi & Li, Yanmei & Huang, Xianjin, 2020. "Imbalance and drivers of carbon emissions embodied in trade along the Belt and Road Initiative," Applied Energy, Elsevier, vol. 280(C).
    44. Sim, Nicholas & Zhou, Hongtao, 2015. "Oil prices, US stock return, and the dependence between their quantiles," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 1-8.
    45. Hossain, Ashrafee T. & Masum, Abdullah-Al & Saadi, Samir, 2024. "The impact of geopolitical risks on foreign exchange markets: Evidence from the Russia–Ukraine war," Finance Research Letters, Elsevier, vol. 59(C).
    46. Yuyuan Yu & Muhammad Qayyum, 2023. "Impacts of financial openness on economic complexity: Cross‐country evidence," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 1514-1526, April.
    47. Reza Gharoie Ahangar & Myungsup Kim, 2022. "The Impact of COVID-19 Shocks on Business and GDP of Global Economy," American Business Review, Pompea College of Business, University of New Haven, vol. 25(2), pages 328-354.
    48. Tang, Yumei & Chen, Xihui Haviour & Sarker, Provash Kumer & Baroudi, Sarra, 2023. "Asymmetric effects of geopolitical risks and uncertainties on green bond markets," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    49. Masayuki Morikawa, 2017. "Firms' Expectations About The Impact Of Ai And Robotics: Evidence From A Survey," Economic Inquiry, Western Economic Association International, vol. 55(2), pages 1054-1063, April.
    50. Hong Chen & Ling Li & Yong Chen, 2021. "Explore success factors that impact artificial intelligence adoption on telecom industry in China," Journal of Management Analytics, Taylor & Francis Journals, vol. 8(1), pages 36-68, January.
    51. Robert F. Engle & Simone Manganelli, 2004. "CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 367-381, October.
    52. Chatterjee, Pratiti, 2024. "Uncertainty shocks, financial frictions, and business cycle asymmetries across countries," European Economic Review, Elsevier, vol. 162(C).
    53. Bessler, Wolfgang & Gonenc, Halit & Tinoco, Mario Hernandez, 2023. "Information asymmetry, agency costs, and payout policies: An international analysis of IFRS adoption and the global financial crisis," Economic Systems, Elsevier, vol. 47(4).
    54. Mingyue Chen & Shuting Wang & Xiaowen Wang, 2024. "How Does Artificial Intelligence Impact Green Development? Evidence from China," Sustainability, MDPI, vol. 16(3), pages 1-23, February.
    55. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    56. Bucci, Alberto & La Torre, Davide & Liuzzi, Danilo & Marsiglio, Simone, 2019. "Financial contagion and economic development: An epidemiological approach," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 211-228.
    57. Yu, Donghui & Gu, Baihe & Zhu, Kaiwei & Yang, Jiawen & Sheng, Yuhui, 2024. "Risk analysis of China's renewable energy cooperation with belt and road economies," Energy, Elsevier, vol. 293(C).
    58. Goertzel, Ben & Goertzel, Ted & Goertzel, Zarathustra, 2017. "The global brain and the emerging economy of abundance: Mutualism, open collaboration, exchange networks and the automated commons," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 65-73.
    59. David Held & Robert Schütze & Armin Bogdandy, 2017. "EU Insights for Political Inclusion in International Institutions," Global Policy, London School of Economics and Political Science, vol. 8, pages 23-33, October.
    60. Wang, Mengjiao & Liu, Jianxu & Rahman, Sanzidur & Sun, Xiaoqi & Sriboonchitta, Songsak, 2023. "The effect of China’s outward foreign direct investment on carbon intensity of Belt and Road Initiative countries: A double-edged sword," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 792-808.
    61. Manzoor Ahmad & Jianghuai Zheng, 2023. "The Cyclical and Nonlinear Impact of R&D and Innovation Activities on Economic Growth in OECD Economies: a New Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(1), pages 544-593, March.
    62. Xu, Yan & Liu, Tianli & Du, Pei, 2024. "Volatility forecasting of crude oil futures based on Bi-LSTM-Attention model: The dynamic role of the COVID-19 pandemic and the Russian-Ukrainian conflict," Resources Policy, Elsevier, vol. 88(C).
    63. Ahmad Borazan, 2023. "Setting the record straight on the recovery from the 1920–1921 recession," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 47(2), pages 289-308.
    64. Li, Jing & Nie, Huihua & Ruan, Rui & Shen, Xinyi, 2024. "Subjective perception of economic policy uncertainty and corporate social responsibility: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    65. repec:bla:glopol:v:8:y:2017:i:s6:p:23-33 is not listed on IDEAS
    66. Razzaq, Asif & Sharif, Arshian & Afshan, Sahar & Li, Claire J., 2023. "Do climate technologies and recycling asymmetrically mitigate consumption-based carbon emissions in the United States? New insights from Quantile ARDL," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    67. Jozef Baruník & Tobias Kley, 2019. "Quantile coherency: A general measure for dependence between cyclical economic variables," The Econometrics Journal, Royal Economic Society, vol. 22(2), pages 131-152.
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