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. 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 ID | 4127 |
| Article Category | Article |
| Authors | Shahzad, Umer, Asl, Mahdi Ghaemi, Panait, Mirela, Sarker, Tapan and Apostu, Simona Andreea |
| Journal Title | Resources Policy |
| Journal Citation | 80 |
| Article Number | 103197 |
| Number of Pages | 20 |
| Year | 2023 |
| Publisher | Elsevier |
| Place of Publication | United Kingdom |
| ISSN | 0301-4207 |
| 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. |
| Keywords | System software; Artificial intelligence; Basic materials; Oil & gas companies; Quantile connectedness; Causality-in-quantiles |
| Contains Sensitive Content | Does not contain sensitive content |
| ANZSRC Field of Research 2020 | 350204. Financial institutions (incl. banking) |
| Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
| Byline Affiliations | Anhui 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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Taghizadeh-Hesary, Farhad, Sarker, Tapan, Mortha, Aline and Kim, Chul Ju. 2021. "Energy Security and Economic Integration: A Comparative Analysis of Europe and Asia-Pacific." Park, Sang Chul, Kim, Chul Ju, Taghizadeh-Hesary, Farhad and Sirivunnabood, Pitchaya (ed.) Economic Integration in Asia and Europe: Lessons and Policies. Tokyo, Japan. Asian Development Bank Institute. pp. 593-620Weaknesses of VAT in Nepal
Sharma, Dhani Ram and Sarker, Tapan. 2014. "Weaknesses of VAT in Nepal." International VAT Monitor. 25 (3), pp. 140-142.The Role of Fiscal Incentives and Market-Based Incentives in Promoting Energy Efficiency in the Industrial Sector: Case Studies from Asia
Sarker, Tapan, Taghizadeh-Hesary, Farhad, Mortha, Aline and Saha, Anjan. 2021. "The Role of Fiscal Incentives and Market-Based Incentives in Promoting Energy Efficiency in the Industrial Sector: Case Studies from Asia." Liu, Yang, Taghizadeh-Hesary, Farhad and Yoshino, Naoyuki (ed.) Energy Efficiency Financing and Market-Based Instruments. Singapore. Springer. pp. 131-149Mahindra & Mahindra – Mainstreaming Sustainability Through Knowledge Building
Sarker, Tapan, Ray, Subhasis and Gazder, Beroz. 2017. "Mahindra & Mahindra – Mainstreaming Sustainability Through Knowledge Building." Lenssen, Gilbert, Rhee, Jay Hyuk and Martinez, Fabien (ed.) The Role of Corporate Sustainability in Asian Development: A Case Study Handbook in the Automotive and ICT Industries. Switzerland. Springer. pp. 145-165Factors influencing managers’ environmental investment decisions: an empirical examination in the Australian offshore oil and gas industry
Sarker, Tapan. 2017. "Factors influencing managers’ environmental investment decisions: an empirical examination in the Australian offshore oil and gas industry." International Journal of Environmental Policy and Decision Making. 2 (3), pp. 236-270. https://doi.org/10.1504/IJEPDM.2017.085408The Asian century, sustainable growth and climate change: Responsible futures matter
Hossain, Moazzem, Sarker, Tapan and McIntosh, Malcolm. Hossain, Moazzem, Sarker, Tapan and McIntosh, Malcolm (ed.) 2013. The Asian century, sustainable growth and climate change: Responsible futures matter. United States. Edward Elgar Publishing.The hidden compliance cost of VAT: An exploration of psychological and corruption costs of VAT in a developing country
Faridy, Nahida, Freudenberg, Brett, Sarker, Tapan and Copp, Richard. 2016. "The hidden compliance cost of VAT: An exploration of psychological and corruption costs of VAT in a developing country." eJournal of Tax Research. 14 (1), pp. 166-205.Pathways to a sustainable economy: Bridging the gap between Paris climate change commitments and net zero emissions
Hossain, Moazzem, Hales, Robert and Sarker, Tapan. Hossain, Moazzem, Hales, Robert and Sarker, Tapan (ed.) 2018. Pathways to a sustainable economy: Bridging the gap between Paris climate change commitments and net zero emissions. Switzerland. Springer.Is the literacy of small business owners important for cash flow management?: The experts’ perspective
Belle Isle, Melissa, Freudenberg, Brett and Sarker, Tapan. 2018. "Is the literacy of small business owners important for cash flow management?: The experts’ perspective." Journal of the Australasian Tax Teachers Association. 13 (1), pp. 31-67.Predicting intention to recycle on the basis of the theory of planned behaviour
Arli, Denni, Badejo, Abi, Carlini, Joan, France, Cassandra, Jebarajakirthy, Charles, Knox, Kathy, Pentecost, Robin, Perkins, Helen, Thaichon, Park, Sarker, Tapan and Wright, Owen. 2019. "Predicting intention to recycle on the basis of the theory of planned behaviour." International Journal of Nonprofit and Voluntary Sector Marketing. 25 (2), pp. 1-14. https://doi.org/10.1002/nvsm.1653Investigating solutions for the development of a green bond market: Evidence from analytic hierarchy process
Tu, Chuc Anh, Rasoulinezhad, Ehsan and Sarker, Tapan. 2020. "Investigating solutions for the development of a green bond market: Evidence from analytic hierarchy process." Finance Research Letters. 34, pp. 1-5. https://doi.org/10.1016/j.frl.2020.101457Role of energy finance in geothermal power development in Japan
Taghizadeh-Hesary, Farhad, Mortha, Aline, Farabi-Asl, Hadi, Sarker, Tapan, Chapman, Andrew, Shigetomi, Yosuke and Fraser, Timothy. 2020. "Role of energy finance in geothermal power development in Japan." International Review of Economics and Finance. 70, pp. 398-412. https://doi.org/10.1016/j.iref.2020.06.011The business tax literacy of Australian small businesses
Belle Isle, Melissa, Freudenberg, Brett and Sarker, Tapan. 2022. "The business tax literacy of Australian small businesses." Australian Tax Forum: a journal of taxation policy, law and reform. 37 (1), pp. 65-103.Role of the Land-Based Private Sector in Low-Emission Development: An Indonesian Case
Alviya, Iis, Sarker, Tapan, Sarvaiya, Harsha and Iftekhar, Md Sayed. 2021. "Role of the Land-Based Private Sector in Low-Emission Development: An Indonesian Case." Sustainability. 13 (24), pp. 1-22. https://doi.org/10.3390/su132413811Quality 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.2020.12.021Revisiting 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.2021.100691Neuroentrepreneurship: 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/10.1080/08985626.2021.1966106Conditional 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.2021.120857Renewable 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.2020.110695Spillovers 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/jrfm14050200Promoting 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.2017.01.014Factors 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/jrfm13060126Financial inclusion and macroeconomic performance: Connecting the dots, setting the agenda
Chavriya, Shubham, Sharma, Gagan Deep and Sarker, Tapan. 2022. "Financial inclusion and macroeconomic performance: Connecting the dots, setting the agenda." 35th Australian and New Zealand Academy of Management Conference (ANZAM 2022). Australia 06 - 07 Dec 2022 Australia. Australian and New Zealand Academy of Management.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. 653-665Top 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.2019.04.017Comparative 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. 54-81This item comprises data from the following sources: Web of Science