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An application of extenics, spatial factors, and natural resource market in China: The role of artificial intelligence and geopolitical risk

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  • Li, Aihong

Abstract

Scientific breakthroughs in recent years have earned widespread recognition. The significance of extenics has become so vital that the discipline is continuously evolving. Additionally, with the deployment of extenics and other innovations, the countries are now more connected and spatially reliant, influencing the global economy. The current study aims to investigate the role of extenics (measured by artificial intelligence (AI)) and spatial factors (measured by geopolitical risk (GPR)) in affecting the natural resources market (NRM). The analysis is performed on the Chinese economy data range from 1985 to 2022. The empirical assessment is carried out by using the unit root tests (Augmented Dickey fuller (ADF) and Phillips-Perron (PP) test), the non-linearity test (BDS test), and the non-linear autoregressive distributed lag (NARDL) model. The NARDL results show an asymmetric relationship between AI, GPR, and NRM in both the short run (SR) and long run (LR). A positive (negative) shock to AI, according to the findings, lowers (raises) natural resource rent and hence improves the natural resource market. Similarly, a positive (negative) shock to the GPR increases (decreases) natural resource rent and allows for the exploitation of the natural resource market. The study suggests that in addition to concentrating on extenics applications, the Chinese government needs to strengthen and reform its strategies to regulate spatial impacts to optimize its natural resource market.

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  • Li, Aihong, 2023. "An application of extenics, spatial factors, and natural resource market in China: The role of artificial intelligence and geopolitical risk," Resources Policy, Elsevier, vol. 81(C).
    • Handle: RePEc:eee:jrpoli:v:81:y:2023:i:c:s0301420722007322
    DOI: 10.1016/j.resourpol.2022.103289
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    1. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    2. Topcu, Ebru & Altinoz, Buket & Aslan, Alper, 2020. "Global evidence from the link between economic growth, natural resources, energy consumption, and gross capital formation," Resources Policy, Elsevier, vol. 66(C).
    3. Juncal Cunado & Rangan Gupta & Chi Keung Marco Lau & Xin Sheng, 2020. "Time-Varying Impact of Geopolitical Risks on Oil Prices," Defence and Peace Economics, Taylor & Francis Journals, vol. 31(6), pages 692-706, August.
    4. Dogan, Eyup & Majeed, Muhammad Tariq & Luni, Tania, 2021. "Analyzing the impacts of geopolitical risk and economic uncertainty on natural resources rents," Resources Policy, Elsevier, vol. 72(C).
    5. Muhammad Khalid Anser & Qasim Raza Syed & Hooi Hooi Lean & Andrew Adewale Alola & Munir Ahmad, 2021. "Do Economic Policy Uncertainty and Geopolitical Risk Lead to Environmental Degradation? Evidence from Emerging Economies," Sustainability, MDPI, vol. 13(11), pages 1-15, May.
    6. Riti, Joshua Sunday & Shu, Yang & Riti, Miriam-Kamah J., 2022. "Geopolitical risk and environmental degradation in BRICS: Aggregation bias and policy inference," Energy Policy, Elsevier, vol. 166(C).
    7. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    8. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    9. Wang, Jianda & Jiang, Qingzhe & Dong, Xiucheng & Dong, Kangyin, 2021. "Decoupling and decomposition analysis of investments and CO2 emissions in information and communication technology sector," Applied Energy, Elsevier, vol. 302(C).
    10. Olanipekun, Ifedolapo Olabisi & Alola, Andrew Adewale, 2020. "Crude oil production in the Persian Gulf amidst geopolitical risk, cost of damage and resources rents: Is there asymmetric inference?," Resources Policy, Elsevier, vol. 69(C).
    11. Ben-Salha, Ousama & Dachraoui, Hajer & Sebri, Maamar, 2021. "Natural resource rents and economic growth in the top resource-abundant countries: A PMG estimation," Resources Policy, Elsevier, vol. 74(C).
    12. Zhang, Chuanguo & Liu, Cong, 2015. "The impact of ICT industry on CO2 emissions: A regional analysis in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 12-19.
    13. Noguera-Santaella, José, 2016. "Geopolitics and the oil price," Economic Modelling, Elsevier, vol. 52(PB), pages 301-309.
    14. Salahuddin, Mohammad & Alam, Khorshed & Ozturk, Ilhan, 2016. "The effects of Internet usage and economic growth on CO2 emissions in OECD countries: A panel investigation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1226-1235.
    15. Sadorsky, Perry, 2014. "The effect of urbanization on CO2 emissions in emerging economies," Energy Economics, Elsevier, vol. 41(C), pages 147-153.
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