Emerging interaction of artificial intelligence with basic materials and oil & gas companies: A comparative look at the Islamic vs. conventional markets

Article


Shahzad, Umer, Asl, Mahdi Ghaemi, Panait, Mirela, Sarker, Tapan and Apostu, Simona Andreea. 2023. "Emerging interaction of artificial intelligence with basic materials and oil & gas companies: A comparative look at the Islamic vs. conventional markets." Resources Policy. 80, pp. 1-20. https://doi.org/10.1016/j.resourpol.2022.103197
Article Title

Emerging interaction of artificial intelligence with basic materials and oil & gas companies: A comparative look at the Islamic vs. conventional markets

ERA Journal ID4127
Article CategoryArticle
AuthorsShahzad, Umer, Asl, Mahdi Ghaemi, Panait, Mirela, Sarker, Tapan and Apostu, Simona Andreea
Journal TitleResources Policy
Journal Citation80, pp. 1-20
Article Number103197
Number of Pages20
YearJan 2023
PublisherElsevier
Place of PublicationUnited Kingdom
ISSN0301-4207
1873-7641
Digital Object Identifier (DOI)https://doi.org/10.1016/j.resourpol.2022.103197
Web Address (URL)https://www.sciencedirect.com/science/article/abs/pii/S0301420722006407
Abstract

As part of the artificial intelligence (AI) industry there are many companies engaged in providing hardware that enhances the use of artificial intelligence technology for big data analysis, along with companies that are involved in data analytics, software, system software, and artificial intelligence software. This paper examines the quantiles-based connectedness and non-linear causality-in-quantiles nexus of AI enterprises with basic materials and oil & gas companies, and their Islamic markets. Formally, we consider two perspectives, including before and after the pandemic of COVID-19 (for period May 18, 2018–June 01, 2022). It is observed that in the network of AI-based investments and companies related to basic materials and oil & gas industries, AI is a net recipient of shocks before and during the COVID-19 era, with a higher intensity of shock-receiving in the normal market and during COVID-19-affected period than in the upper and lower tails and prior to COVID-19 period. However, AI could serve as the cause-in-quantiles of oil & gas-related companies in the Islamic markets (in both pre-COVID-19 and COVID-19 timeframes) and conventional oil & gas firms (only within COVID-19). On the other hand, both the Islamic and the conventional basic materials and oil & gas businesses appear to be a non-linear cause-in-variance of the AI technology in the middle quantiles of the COVID-19 situation. Aside from this, the only causal factors from resources-based markets to AI are Islamic and conventional basic materials companies, as observed only during COVID-19. Based on our analysis, COVID-19 presented an excellent opportunity for improving the involvement of AI innovations with basic materials and oil & gas companies. As a consequence, the basic materials market may be able to provide hardware and software infrastructures to support the technology of artificial intelligence. Also, the inventions that enter the oil & gas industry due to the use of artificial intelligence could have a significant impact on their average performance. In this light, AI could be recognized as a strategic link in the supply chain of basic materials and oil & gas companies. There are many implications arising from these new insights for the developers of AI applications, resource policy-makers and managers, as well as investors who are interested in investing in new technologies.

KeywordsSystem software; Artificial intelligence; Basic materials; Oil & gas companies; Quantile connectedness; Causality-in-quantiles
ANZSRC Field of Research 2020350204. Financial institutions (incl. banking)
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Byline AffiliationsAnhui University of Finance and Economics, China
Kharazmi University, Iran
Petroleum-Gas University of Ploiesti, Romania
Institute of National Economy, Romania
School of Business
Bucharest University of Economic Studies, Romania
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Quality infrastructure and natural disaster resiliency: A panel analysis of Asia and the Pacific
Taghizadeh-Hesary, Farhad, Sarker, Tapan, Yoshino, Naoyuki, Mortha, Aline and Vo, Xuan Vinh. 2020. "Quality infrastructure and natural disaster resiliency: A panel analysis of Asia and the Pacific." Economic Analysis and Policy. 69, pp. 394-406. https://doi.org/10.1016/j.eap.2020.12.021
Revisiting conventional and green finance spillover in post-COVID world: Evidence from robust econometric models
Sharma, Gagan Deep, Sarker, Tapan, Rao, Amar, Talan, Gaurav and Jain, Mansi. 2022. "Revisiting conventional and green finance spillover in post-COVID world: Evidence from robust econometric models." Global Finance Journal. 51, pp. 1-22. https://doi.org/10.1016/j.gfj.2021.100691
Neuroentrepreneurship: an integrative review and research agenda
Sharma, Gagan Deep, Paul, Justin, Srivastava, Mrinalini, Yadav, Anshita, Mendy, John, Sarker, Tapan and Bansal, Sanchita. 2021. "Neuroentrepreneurship: an integrative review and research agenda." Entrepreneurship and Regional Development. 33 (9-10), pp. 863-893. https://doi.org/10.1080/08985626.2021.1966106
Conditional acceptance of digitized business model innovation at the BoP: A stakeholder analysis of eKutir in India
Sengupta, Tuhin, Narayanamurthy, Gopalakrishnan, Hota, Pradeep Kumar, Sarker, Tapan and Dey, Subhendu. 2021. "Conditional acceptance of digitized business model innovation at the BoP: A stakeholder analysis of eKutir in India." Technological Forecasting and Social Change. 170, pp. 1-12. https://doi.org/10.1016/j.techfore.2021.120857
Renewable energy generation from livestock waste for a sustainable circular economy in Bangladesh
Islam, K. M. Nazmul, Sarker, Tapan, Taghizadeh-Hesary, Farhad, Atri, Anashuwa Chowdhury and Alam, Mohammad Shafiul. 2021. "Renewable energy generation from livestock waste for a sustainable circular economy in Bangladesh." Renewable and Sustainable Energy Reviews. 139, pp. 1-13. https://doi.org/10.1016/j.rser.2020.110695
Spillovers of the COVID-19 Pandemic: Impact on Global Economic Activity, the Stock Market, and the Energy Sector
Hasan, Md. Bokhtiar, Mahi, Masnun, Sarker, Tapan and Amin, Md. Ruhul. 2021. "Spillovers of the COVID-19 Pandemic: Impact on Global Economic Activity, the Stock Market, and the Energy Sector." Journal of Risk and Financial Management. 14 (5), pp. 1-18. https://doi.org/10.3390/jrfm14050200
Promoting energy efficiency financing within the G20: the role of fiscal instruments
Sarker, Tapan, Taghizadeh-Hesary, Farhad and Yoshino, Naoyuki. 2021. Promoting energy efficiency financing within the G20: the role of fiscal instruments. Germany. Global Solutions Initiative Foundation.
Sustainable Coastal and Maritime Tourism: A Potential Blue Economy Avenue for Bangladesh
Islam, Md Wasiul and Sarker, Tapan. 2021. Sustainable Coastal and Maritime Tourism: A Potential Blue Economy Avenue for Bangladesh. Japan. Asian Development Bank Institute.
Demographic Dividend, Digital Innovation, and Economic Growth: Bangladesh Experience
Zaman, Kazi Arif Uz and Sarker, Tapan. 2021. Demographic Dividend, Digital Innovation, and Economic Growth: Bangladesh Experience. Japan. Asian Development Bank Institute.
Supporting SMEs in Sustainable Strategy Development Post-Covid-19: Challenges and Policy Agenda for the G20
Barbagila, Martina, Buttice, Vincenzo, Giudici, Giancarlo, Mendy, John, Sarker, Tapan, Sharma, Gagan D., Thomas, Asha and Zutshi, Ambika. 2021. Supporting SMEs in Sustainable Strategy Development Post-Covid-19: Challenges and Policy Agenda for the G20. Germany. Global Solutions Initiative Foundation.
Building the business case for climate change adaptation: Lessons from Coastal Australia
Hales, Rob, Banhalmi-Zakar, Zsuzsa, Sarker, Tapan, Lo, Alex, Chai, Andreas, Whittlesea, Emma, Fleming, Chris, Kelly, Katrina and Bun, Mara. 2016. Building the business case for climate change adaptation: Lessons from Coastal Australia. Australia. National Climate Change Adaptation Research Facility.
A general equilibrium assessment of climate change–induced loss of agricultural productivity in Nepal
Chalise, Sudarshan, Naranpanawa, Athula, Bandara, Jayatilleke S. and Sarker, Tapan. 2017. "A general equilibrium assessment of climate change–induced loss of agricultural productivity in Nepal." Economic Modelling. 62, pp. 43-50. https://doi.org/10.1016/j.econmod.2017.01.014
Factors Influencing the Green Bond Market Expansion: Evidence from a Multi-Dimensional Analysis
Tu, Chuc Anh, Sarker, Tapan and Rasoulinezhad, Ehsan. 2020. "Factors Influencing the Green Bond Market Expansion: Evidence from a Multi-Dimensional Analysis." Journal of Risk and Financial Management. 13 (6), pp. 1-14. https://doi.org/10.3390/jrfm13060126
Sustainable development and finance post-pandemic – future directions and challenges
Cadman, Timothy and Sarker, Tapan. 2022. "Sustainable development and finance post-pandemic – future directions and challenges." De Gruyter Handbook of Sustainable Development and Finance. Germany. Walter de Gruyter. pp. 653-665
Top of the Grade: Factors that could influence small business literacy
Belle Isle, Melissa, Freudenberg, Brett and Sarker, Tapan. 2022. "Top of the Grade: Factors that could influence small business literacy." Journal of Australian Taxation. 24 (1), pp. 5-34.
The role of fiscal instruments in encouraging the private sector and smallholders to reduce emissions from deforestation and forest degradation: Evidence from Indonesia
Cadman, Tim, Sarker, Tapan, Muttaqin, Zahrul, Nurfatriani, Firti and Maraseni, Tek. 2019. "The role of fiscal instruments in encouraging the private sector and smallholders to reduce emissions from deforestation and forest degradation: Evidence from Indonesia." Forest Policy and Economics. 108, pp. 1-10. https://doi.org/10.1016/j.forpol.2019.04.017
Comparative evaluation of zero deforestation governance
Cadman, Tim, Maraseni, Tek, Sarker, Tapan and Ma, Hwan Ok. 2017. "Comparative evaluation of zero deforestation governance." EFTRN News. 58, pp. 161-168.
The Political economy of sustainable development: policy instruments and market mechanisms
Cadman, Tim, Eastwood, Lauren, Lopez-Casero Michaelis, Federico, Maraseni, Tek, Pittock, Jamie and Sarker, Tapan. 2015. The Political economy of sustainable development: policy instruments and market mechanisms. Cheltenham, Northampton,United Kingdom. Edward Elgar Publishing.
Resource constraints and Asia’s growth: regional cooperation for enhancing energy security
Hossain, Shanawez and Sarker, Tapan. 2013. "Resource constraints and Asia’s growth: regional cooperation for enhancing energy security." Hossain, Moazzem, Sarker, Tapan and McIntosh, Malcolm (ed.) The Asian Century, Sustainable Growth and Climate Change: Responsible Futures Matter. 9781781005743. Edward Elgar Publishing. pp. 54-81