IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v82y2023ics0301420723002520.html
   My bibliography  Save this article

Economic analysis of sustainable exports value addition through natural resource management and artificial intelligence

Author

Listed:
  • Wang, Feilan
  • Wong, Wing-Keung
  • Reivan Ortiz, Geovanny Genaro
  • Shraah, Ata Al
  • Mabrouk, Fatma
  • Li, Jianfeng
  • Li, Zeyun

Abstract

Sustainable exports value addition is extremely essential in contemporary economies as they provide individuals and businesses with numerous additional destinations for their products and serve as source of foreign exchange earnings. Mismanagement of natural resources is thought to be essential in growing natural resource curse and, as a result, decreasing the value addition of sustainable products, contributing to unsustainable development. Artificial intelligence, along with other factors, has emerged as a major driver of output and value addition. The present study investigates the asymmetric role of artificial intelligence and natural resource management on sustainable export value embedment over the period 1980–2020 for China's economy using the Non-linear Autoregressive Distributed Lag (NARDL) model. The results of the study validate the asymmetric association between artificial intelligence and sustainable export value addition. Similarly, an asymmetric relationship exists between natural resource management and the value of sustainable export. Further, the dynamic multiplier analysis advocates that the effect of negative shock in artificial intelligence is dominant whereas the impact of positive shock in natural resource management is influential on increasing sustainable export value addition. Therefore, our study concludes that policymaking on the assumption of concerned symmetric impacts is misleading. Lastly, our study suggests that policymakers may strive for high growth trends and refrain from the decline in artificial intelligence and natural resource management so that stipulated sustainable value addition can be obtained.

Suggested Citation

  • Wang, Feilan & Wong, Wing-Keung & Reivan Ortiz, Geovanny Genaro & Shraah, Ata Al & Mabrouk, Fatma & Li, Jianfeng & Li, Zeyun, 2023. "Economic analysis of sustainable exports value addition through natural resource management and artificial intelligence," Resources Policy, Elsevier, vol. 82(C).
  • Handle: RePEc:eee:jrpoli:v:82:y:2023:i:c:s0301420723002520
    DOI: 10.1016/j.resourpol.2023.103541
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420723002520
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.resourpol.2023.103541?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jeffrey D. Sachs & Andrew M. Warner, 1995. "Natural Resource Abundance and Economic Growth," NBER Working Papers 5398, National Bureau of Economic Research, Inc.
    2. Ceccobelli, M. & Gitto, S. & Mancuso, P., 2012. "ICT capital and labour productivity growth: A non-parametric analysis of 14 OECD countries," Telecommunications Policy, Elsevier, vol. 36(4), pages 282-292.
    3. Kolstad, Ivar & Søreide, Tina, 2009. "Corruption in natural resource management: Implications for policy makers," Resources Policy, Elsevier, vol. 34(4), pages 214-226, December.
    4. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    5. Martin Srholec, 2007. "High-Tech Exports from Developing Countries: A Symptom of Technology Spurts or Statistical Illusion?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 143(2), pages 227-255, July.
    6. Thomas H.W. Ziesemer, 2014. "Country terms of trade: trends, unit roots, over-differencing, endogeneity, time dummies, and heterogeneity," International Review of Applied Economics, Taylor & Francis Journals, vol. 28(6), pages 767-796, September.
    7. Wang, Zhuo & Yen-Ku, Kuo & Li, Zeyun & An, Nguyen Binh & Abdul-Samad, Zulkiflee, 2022. "The transition of renewable energy and ecological sustainability through environmental policy stringency: Estimations from advance panel estimators," Renewable Energy, Elsevier, vol. 188(C), pages 70-80.
    8. Jerzy Dudzinski & Renata Knap, 2021. "New Phenomena in the Price Movement of Manufactured Goods in Contemporary International Trade," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 1047-1056.
    9. Ricardo Hausmann & Roberto Rigobon, 2003. "An Alternative Interpretation of the 'Resource Curse': Theory and Policy Implications," NBER Working Papers 9424, National Bureau of Economic Research, Inc.
    10. Pontus Braunerhjelm & Per Thulin, 2008. "Can countries create comparative advantages? R&D expenditures, high-tech exports and country size in 19 OECD countries, 1981-1999," International Economic Journal, Taylor & Francis Journals, vol. 22(1), pages 95-111.
    11. Qiang, Qiu & Jian, Chen, 2020. "Natural resource endowment, institutional quality and China's regional economic growth," Resources Policy, Elsevier, vol. 66(C).
    12. John Toye & Richard Toye, 2003. "The Origins and Interpretation of the Prebisch-Singer Thesis," History of Political Economy, Duke University Press, vol. 35(3), pages 437-467, Fall.
    13. Edinaldo Tebaldi, 2011. "The Determinants of High-Technology Exports: A Panel Data Analysis," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 39(4), pages 343-353, December.
    14. Zeyun Li & Siao-Yun Wei & Liang Chunyan & Mahfod Mobarak N. Aldoseri & Abdul Qadus & Sanil S. Hishan, 2022. "The impact of CSR and green investment on stock return of Chinese export industry," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 4971-4987, December.
    15. Alexeev, Michael & Conrad, Robert, 2011. "The natural resource curse and economic transition," Economic Systems, Elsevier, vol. 35(4), pages 445-461.
    16. Cui, Moyang & Wong, Wing-Keung & Wisetsri, Worakamol & Mabrouk, Fatma & Muda, Iskandar & Li, Zeyun & Hassan, Marria, 2023. "Do oil, gold and metallic price volatilities prove gold as a safe haven during COVID-19 pandemic? Novel evidence from COVID-19 data," Resources Policy, Elsevier, vol. 80(C).
    17. Keyao Chen & Guizhi Wang & Lingyan Wu & Jibo Chen & Shuai Yuan & Qi Liu & Xiaodong Liu, 2019. "PM 2.5 Pollution: Health and Economic Effect Assessment Based on a Recursive Dynamic Computable General Equilibrium Model," IJERPH, MDPI, vol. 16(24), pages 1-17, December.
    18. Jing Xie & Qi Sun & Shaohong Wang & Xiaoping Li & Fei Fan, 2020. "Does Environmental Regulation Affect Export Quality? Theory and Evidence from China," IJERPH, MDPI, vol. 17(21), pages 1-23, November.
    19. McAusland Carol, 2003. "Environmental Regulation as Export Promotion: Product Standards for Dirty Intermediate Goods," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(2), pages 1-19, December.
    20. Jakob B. Madsen, 2009. "Trade Barriers, Openness, and Economic Growth," Southern Economic Journal, John Wiley & Sons, vol. 76(2), pages 397-418, October.
    21. Jakob B. Madsen, 2009. "Trade Barriers, Openness, and Economic Growth," Southern Economic Journal, John Wiley & Sons, vol. 76(2), pages 397-418, October.
    22. Yuxiang, Karl & Chen, Zhongchang, 2011. "Resource abundance and financial development: Evidence from China," Resources Policy, Elsevier, vol. 36(1), pages 72-79, March.
    23. Li, Zeyun & Kuo, Tsung-Hsien & Siao-Yun, Wei & The Vinh, Luu, 2022. "Role of green finance, volatility and risk in promoting the investments in Renewable Energy Resources in the post-covid-19," Resources Policy, Elsevier, vol. 76(C).
    24. Andrew B. Bernard, 2004. "Exporting and Productivity in the USA," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 343-357, Autumn.
    25. Hattendorff, Christian, 2014. "Natural resources, export concentration and financial development," Discussion Papers 2014/34, Free University Berlin, School of Business & Economics.
    26. Kevin Honglin Zhang, 2007. "International Production Networks and Export Performance in Developing Countries: Evidence from China," Chinese Economy, Taylor & Francis Journals, vol. 40(6), pages 83-96, November.
    27. Larson, Bruce A. & Nicolaides, Eri & Al Zu'bi, Bashir & Sukkar, Nabil & Laraki, Karim & Matoussi, Mohamed Salah & Zaim, Katalin & Chouchani, Carol, 2002. "The Impact of Environmental Regulations on Exports: Case Study Results from Cyprus, Jordan, Morocco, Syria, Tunisia, and Turkey," World Development, Elsevier, vol. 30(6), pages 1057-1072, June.
    28. World Bank, 2001. "Making Sustainable Commitments : An Environment Strategy for the World Bank," World Bank Publications - Books, The World Bank Group, number 13985.
    29. Zhang, Dongyang, 2022. "Environmental regulation, green innovation, and export product quality: What is the role of greenwashing?," International Review of Financial Analysis, Elsevier, vol. 83(C).
    30. Yao, Xin & Zhou, Hongchen & Zhang, Aizhen & Li, Aijun, 2015. "Regional energy efficiency, carbon emission performance and technology gaps in China: A meta-frontier non-radial directional distance function analysis," Energy Policy, Elsevier, vol. 84(C), pages 142-154.
    31. Li, Zeyun & Qadus, Abdul & Maneengam, Apichit & Mabrouk, Fatma & Shahid, Muhammad Sadiq & Timoshin, Anton, 2022. "Technological innovation, crude oil volatility, and renewable energy dimensions in N11 countries: Analysis based on advance panel estimation techniques," Renewable Energy, Elsevier, vol. 191(C), pages 204-212.
    32. Li, Zeyun & Leong, Lin Woon & N Aldoseri, Mahfod Mobarak & Muda, Iskandar & Abu-Rumman, Ayman & Al Shraah, Ata, 2023. "Examining the role of sustainability and natural resources management in improving environmental quality: Evidence from Asian countries," Resources Policy, Elsevier, vol. 80(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Si Mohammed, Kamel & Abddel-Jalil Sallam, Osama Azmi & Abdelkader, Salim Bourchid & Radulescu, Magdalena, 2024. "Dynamic effects of digital governance and government interventions on natural resources management: Fresh findings from Chinese provinces," Resources Policy, Elsevier, vol. 92(C).
    2. Khondaker Sazzadul Karim & Mohammad Ekramol Islam & Abdullah Mohammed Ibrahim & Shin-Hung Pan & Md. Mominur Rahman, 2023. "Online Marketing Trends and Purchasing Intent Advances in Customer Satisfaction through PLS-SEM and ANN Approach," Advances in Decision Sciences, Asia University, Taiwan, vol. 27(4), pages 24-54, December.
    3. Li, Jie & Cheng, Pengfei & Qian, Xingyue, 2023. "Do mineral rents endowment and agricultural raw material imports determine natural resource management in the United States?," Resources Policy, Elsevier, vol. 85(PA).
    4. Xue, Yan & Chen, Li & Feng, Zhiying & Huang, Yunying, 2024. "Breaking the resource curse: Heterogeneous effects of digital government," Resources Policy, Elsevier, vol. 90(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Edinaldo Tebaldi, 2011. "The Determinants of High-Technology Exports: A Panel Data Analysis," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 39(4), pages 343-353, December.
    2. Muhammad Atif Khan & Muhammad Asif Khan & Kishwar Ali & József Popp & Judit Oláh, 2020. "Natural Resource Rent and Finance: The Moderation Role of Institutions," Sustainability, MDPI, vol. 12(9), pages 1-23, May.
    3. Ruba A. Aljarallah & Andrew Angus, 2020. "Dilemma of Natural Resource Abundance: A Case Study of Kuwait," SAGE Open, , vol. 10(1), pages 21582440198, January.
    4. Guan, Jialin & Kirikkaleli, Dervis & Bibi, Ayesha & Zhang, Weike, 2020. "Natural resources rents nexus with financial development in the presence of globalization: Is the “resource curse” exist or myth?," Resources Policy, Elsevier, vol. 66(C).
    5. 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).
    6. Ghannouchi, Imen, 2023. "Examining the dynamic nexus between industry 4.0 technologies and sustainable economy: New insights from empirical evidence using GMM estimator across 20 OECD nations," Technology in Society, Elsevier, vol. 75(C).
    7. Khan, Muhammad Atif & Gu, Lulu & Khan, Muhammad Asif & Oláh, Judit, 2020. "Natural resources and financial development: The role of institutional quality," Journal of Multinational Financial Management, Elsevier, vol. 56(C).
    8. Muhammad Sohail Amjad Makhdum & Muhammad Usman & Rakhshanda Kousar & Javier Cifuentes-Faura & Magdalena Radulescu & Daniel Balsalobre-Lorente, 2022. "How Do Institutional Quality, Natural Resources, Renewable Energy, and Financial Development Reduce Ecological Footprint without Hindering Economic Growth Trajectory? Evidence from China," Sustainability, MDPI, vol. 14(21), pages 1-25, October.
    9. Syed, Qasim Raza & Durani, Farah & Kisswani, Khalid M. & Alola, Andrew Adewale & Siddiqui, Aaliyah & Anwar, Ahsan, 2024. "Testing natural resource curse hypothesis amidst geopolitical risk: Global evidence using novel Fourier augmented ARDL approach," Resources Policy, Elsevier, vol. 88(C).
    10. Santos, Carlos Filipe & Fuinhas, José Alberto & Marques, António Cardoso, 2014. "O nexus energia-crescimento e o nível da auto-suficiência na produção de petróleo: análise com macro painel [Energy-growth nexus and oil self-sufficiency: macro panel analysis]," MPRA Paper 57008, University Library of Munich, Germany.
    11. Yang, Xue & Zhang, Peng & Zhao, Zuoxiang & Koondhar, Mansoor Ahmed, 2024. "How disaggregated natural resources rents affect financial development: From the perspective of sustainable development," Resources Policy, Elsevier, vol. 92(C).
    12. Burak Sencer Atasoy, 2021. "The determinants of export sophistication: Does digitalization matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5135-5159, October.
    13. Yusuf Bayraktutan & Hanife Bıdırdı, 2018. "Innovation and High-Tech Exports in Developed and Developing Countries," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 9(03), pages 1-21, October.
    14. Khan, Muhammad Asif & Khan, Muhammad Atif & Abdulahi, Mohamued Elyas & Liaqat, Idrees & Shah, Sayyed Sadaqat Hussain, 2019. "Institutional quality and financial development: The United States perspective," Journal of Multinational Financial Management, Elsevier, vol. 49(C), pages 67-80.
    15. Nakhli, Mohamed Sahbi & Gaies, Brahim, 2021. "Political risk and financial development in Nigeria: Can credit buy social peace?," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 55-62.
    16. Ali, Adnan & Ramakrishnan, Suresh & Faisal,, 2022. "Financial development and natural resources. Is there a stock market resource curse?," Resources Policy, Elsevier, vol. 75(C).
    17. Rashid Khan, Haroon Ur & Zaman, Khalid & Usman, Bushra & Nassani, Abdelmohsen A. & Aldakhil, Abdullah Mohammed & Qazi Abro, Muhammad Moinuddin, 2019. "Financial management of natural resource market: Long-run and inter-temporal (forecast) relationship," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    18. Badeeb, Ramez Abubakr & Lean, Hooi Hooi & Smyth, Russell, 2016. "Oil curse and finance–growth nexus in Malaysia: The role of investment," Energy Economics, Elsevier, vol. 57(C), pages 154-165.
    19. Elkhan Richard Sadik-Zada, 2021. "Addressing the growth and employment effects of the extractive industries: white and black box illustrations from Kazakhstan," Post-Communist Economies, Taylor & Francis Journals, vol. 33(4), pages 402-434, May.
    20. Ampofo, Gideon Kwaku Minua & Cheng, Jinhua & Asante, Daniel Akwasi & Bosah, Philip, 2020. "Total natural resource rents, trade openness and economic growth in the top mineral-rich countries: New evidence from nonlinear and asymmetric analysis," Resources Policy, Elsevier, vol. 68(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jrpoli:v:82:y:2023:i:c:s0301420723002520. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30467 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.