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Tsimisaraka, R.S.M.; Xiang, L.; Andrianarivo, A.R.N.A.; Josoa, E.Z.; Khan, N.; Hanif, M.S.; Khurshid, A.; Limongi, R. CO2 Emission in OBOR Countries. Encyclopedia. Available online: https://encyclopedia.pub/entry/50446 (accessed on 03 July 2024).
Tsimisaraka RSM, Xiang L, Andrianarivo ARNA, Josoa EZ, Khan N, Hanif MS, et al. CO2 Emission in OBOR Countries. Encyclopedia. Available at: https://encyclopedia.pub/entry/50446. Accessed July 03, 2024.
Tsimisaraka, Raymondo Sandra Marcelline, Li Xiang, Andriandafiarisoa Ralison Ny Avotra Andrianarivo, Eric Zonia Josoa, Noheed Khan, Muhammad Shehzad Hanif, Aitzaz Khurshid, Ricardo Limongi. "CO2 Emission in OBOR Countries" Encyclopedia, https://encyclopedia.pub/entry/50446 (accessed July 03, 2024).
Tsimisaraka, R.S.M., Xiang, L., Andrianarivo, A.R.N.A., Josoa, E.Z., Khan, N., Hanif, M.S., Khurshid, A., & Limongi, R. (2023, October 18). CO2 Emission in OBOR Countries. In Encyclopedia. https://encyclopedia.pub/entry/50446
Tsimisaraka, Raymondo Sandra Marcelline, et al. "CO2 Emission in OBOR Countries." Encyclopedia. Web. 18 October, 2023.
CO2 Emission in OBOR Countries
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Renewable sources of energy have been found to have a CO2 emission reduction effect, both in the long and short term. In the long run, there is a negative connection between globalization and CO2 emissions; however, in the short run, this connection is inconsequential, while economic growth (EG) has a positive association with CO2 emission. The development of ICT infrastructure carries the potential to directly mitigate the detrimental effects of CO2 emissions while also playing an important role in raising people’s environmental consciousness. One belt one road (OBOR) countries should welcome and encourage clean and green foreign investment that provides technical skills, environmental technology development, and carbon-free processes.

CO2 emission financial inclusion information communication technology OBOR countries

1. Introduction

Climate change and global warming pose great danger to the long-term viability of life on the planet Earth. Rising global warming and the resulting destruction in worldwide populations may be traced back to greenhouse gas emissions, more specifically to emissions of carbon dioxide [CO2] [1]. In response to this perilous scenario, world leaders convened at UNCOP21 and resolved to take comprehensive actions under the sustainable development goals (SDGs) required by the 70th session of the United Nations General Assembly. The goal of these actions is to reduce carbon dioxide emissions caused by the exponential integrations of energy needs, the polluting environment, and the expansion of global economic development [2], but doing so will require first establishing a thorough familiarity with the factors that have an impact in each geographical area and the dynamics that will be required to be effective [3].
Scholars have carefully studied all variables that directly or indirectly preserve environmental protection. For instance, ref. [4] observed that deteriorating environmental prominence threatens human existence due to GDP, economic decentralization, globalization, innovation, and technology. Fuel-efficient technology might reduce global carbon emissions [5]. Eco-friendly goods and techniques, infrastructure modernization, capturing and conserving carbon, electricity production, sustainable power, and eco-friendly grid operations and power conservation have major environmental impacts [6]. Another school of research has examined aspects including industrial production, technical progress, natural resources, and human resources [7], whereas the latest research has proven the importance of financial growth and monetary inclusion [8] (see for example [8] or [9]).
Technological advances have spread worldwide in the 21st century. Global and regional collaboration and coordination efforts are overlapping geographical boundaries, offering a glimpse of win–win commerce, prosperity, and coordination. The rise of global temperature and worsening climate conditions affect even the developing nations despite their negligible share of these industrial waste productions [3]; however, technological influences and green energy usage can ultimately reduce CO2 emissions creating hope for things to improve. Scholars want to know how these contributing factors impact both developed and developing nations in various areas in the short and long term [10]. One belt one road (OBOR) is a potential worldwide regional cooperation and coordination initiative. Globalization, economic growth, financial inclusion, renewable energy, and technological advances in communication and information affect short-term and long-term CO2 emissions for the top 10 CO2 emitters under the One Belt One Road consortia. The One Belt, One Road (OBOR) initiative, launched by China in 2013, is the largest major initiative by a single country and can dramatically impact global markets and development. The proposed project includes over two-thirds of the world’s population, one-third of the global GDP, and 25% of worldwide commerce. It has two primary parts: The Belt, or new Silk Road, is a land-based initiative including ports, shipping lanes, and marine development linking China’s east coast to south Asia and Europe across the Indian Ocean. Ports, trade channels, and marine infrastructure link Inner China to Europe via Central Asia and the Middle East [11].
The OBOR project, which also originally implicated a direct engagement from the 65 countries in Europe, Asia (including regions such as East Asia, Southeast Asia, Central Asia, and South Asia), and the MENA region, has broad economic objectives to accomplish including integrated and liberalized trade throughout the areas, infrastructural development and unification, and effective resource utilization. This belt and road regime is predicted to grow beyond 65% of the worldwide population and a predicted investment of USD 6 trillion, which represents more than 34% of the global GDP [12].

2. CO2 Emission

Emissions of CO2, which make up the majority of greenhouse gases, significantly contribute to global warming leading to catastrophic impacts on life on the planet. CO2 emissions have increased by 31.79% between the period of 2003 and 2018 and account for 72% of emitted greenhouse gases [13][14], forcing many nations to set reduction targets for carbon emissions.
The relative share of carbon emissions is 3.6% for South and Central America, 3.8% for the African region, 6.2% for the Middle Eastern countries, 6.3% for the Commonwealth of Independent States, 11.2% for the European countries, 16.5% for the North American region, and 52.3% for the Asia Pacific region. During the last decade, South and North American countries and European nations were able to reduce emissions by 1.2, 0.1, and 1.9% respectively due to their effective strategies [15].
After extensively reviewing the literature, the researchers tried to combine the most prominent causes of carbon emissions in a single study that includes financial inclusion, renewable energy, globalization, and economic growth. Additionally, a graph is provided in Figure 1 to help understand the CO2 emissions in the top 10 OBOR nations. It shows that the Czech Republic had the greatest CO2 emissions at the beginning of the examination period and that they then began to decline. The trend is consistent in Luxembourg.
Figure 1. Top 10 emitter OBOR Countries CO2 Emission.

3. Financial Inclusion

One of the credible definitions of financial inclusion states “financial inclusion means that individuals and businesses have access to useful and affordable financial products and services that meet their needs–transactions, payments, savings, credit, and insurance–delivered in a responsible and sustainable way” [8]. Financial inclusion represents the economic stability of a country; however, high economic activity leads to high energy consumption which negatively affects the environmental quality through the emission of carbon dioxide.
Before the introduction of financial inclusion and carbon emissions, financial stability or financial instability has been studied with carbon emissions or with environmental quality [16][17][18][19][20]. Financial inclusion is a more appropriate measure as compared to financial stability since financial inclusion is achieved after financial stability and it is an overarching concept that truly reflects the financial health of a country’s businesses and individuals by measuring the ratio or percentage of the population having access to financial products/services [9][21].
Some studies claim that financial inclusion decreases carbon emissions [22]; however, from the data collection of 31 countries by Le [23] financial inclusion came out to be the most important contributor of carbon emissions as compared to the other four contributing factors. These findings strongly suggest probing the relationship between financial inclusion and carbon emissions. Financial inclusion has been previously measured in terms of bank accounts per 1000 adults [24][25], percentage of bank credit to bank deposits [25], percentage of life insurance premium volume to GDP [26], and percentage of non-life premiums to GDP [27].

4. Economic Growth

Economic growth requires energy, and to the extent that this energy is produced using fossil fuels, it results in carbon emissions. A crucial topic for climate change is the nature of this connection between the expansion in economic activity and carbon emissions. The quest to increase economic activity without an increase in carbon emissions is a global challenge. There are parts of the world that also demonstrate an inverse relationship between economic growth and carbon emissions due to which there does not appear to be a widespread consensus among researchers on this relationship. The studies that have concluded a positive relationship between economic growth or energy consumption with carbon emissions include the work of Ehigiamusoe and Lean [28], Mensah et al. [29], and Musah et al. [30].
The studies with an inverse relationship between economic activity and carbon emissions include the work of Sun et al. [31] and Ozcan [32]. A group of academics have asserted a link between CO2 emissions and economic development, claiming that CO2 emissions rise during the early phases of economic development but fall after a particular level of economic development is reached [33][34][35].
These contradicting results could also be the consequence of differences in time and place. Mensah et al. [32] focused on African economies, Musah et al. [30] selected West Africa, Ozcan [32] selected Middle Eastern countries, Sun et al. [31] worked on China and Xu et al. [35] focused their study on G20 countries. There are still many regions of the planet that are not covered, indicating an ongoing discussion on the relationship between economic activity and carbon emissions and the requirement for additional research.

5. Renewable Energy

Renewable energy in the form of wind, solar, and water is taken very seriously as a source of reducing carbon emissions. The use of renewable energy has been studied in various studies for the reduction in carbon emissions and improvement in the air quality for developing nations [36][37][38][39][40][41] and as well as for developed nations [30][31][32] or for both of them [33][34].
Various techniques have been used to establish the relationship between renewable energy and carbon emissions including panel pooled mean group-autoregressive distributive lag model [32], modified ordinary least squares and vector error correction [35], and the AMG approach [36]. The findings of these techniques and research work complement each other, and in most of the literature renewable energy is claimed to have mitigated carbon emissions. Furthermore, the renewable energy trend is provided in the top 10 OBOR countries below in Figure 2.
Figure 2. Top 10 emitter OBOR Countries Renewable Energy.

6. Globalization

Increased cross-border trade in products and services, increased international money flows, and increased labor flows are all signs of globalization, the ongoing process of greater economic interdependence among nations [37]. Several studies have attempted to study the impact of globalization on CO2 emissions and environmental quality. In their investigation of 40 developed and developing nations, Antweiler et al. [38] found that trade liberalization enhances environmental quality. According to research conducted by Sinha and Shahbaz [39] for India between 1971 and 2015, trade is negatively related to carbon dioxide emissions. Acheampong [40] showed how decreased global carbon emissions resulted from trade openness and improved environmental quality.
Although there is a consensus that globalization reduces carbon emissions and improves environmental quality, the relative impact of this relationship is varied across the globe. This was concluded in the research conducted by Shahbaz et al. [41] in which a general trend showed a reduction in carbon emissions due to globalization but with varying effects from country to country in the African region. Trade liberalization decreases carbon dioxide and sulfur dioxide pollutant emissions in OECD countries while increasing emissions in non-OECD countries [42].
Chang et al. [43] attributed the varying effect to the income level of an economy. They concluded that trade liberalization only improved environmental quality in high-income countries while increasing carbon emissions in low-income economies. An improved understanding of this phenomenon is the result of the study by Shahbaz et al. [44] that concluded a bidirectional relationship for middle-income counties between trade and carbon emissions and a unidirectional one for high-income and low-income level countries. Another explanation of the varying effect is provided by Farhani et al. [45], who claimed that trade liberalization’s impact on environmental quality is based on the scale of trade growth, the techniques shared for environmentally friendly technologies, and the techniques of production employed by the host country. These results open avenues for research in upcoming global regions, alliances, and partnerships that believe in trade liberalization and lifting hurdles that hamper globalization.

7. Information and Communication Technology

Information and communication technologies (ICTs) have been shown to have a wide range of effects on important global mechanisms. Prior studies have documented the impact of ICT on different environmental and development aspects. ICT has been studied for economic prosperity and development [46][47], sustainable development [48][49], and alongside carbon emissions [50][51]. It has been documented that these technologies increase productivity, lower energy intensity, and may even facilitate production of cheaper renewable energy. Each one of these effects has different implications for CO2 emissions, causing a lack of agreement on how ICTs will affect carbon emissions [52][53].
Some advocate the use of ICT as a strategy to slow down the effects of climate change by enhancing energy efficiency [54][55] and lowering the price of renewable energy sources [56]. Other studies support the significant link between ICT development and economic expansion [57][58][59] which would raise energy consumption and carbon dioxide emissions.
There are different results of ICT on environmental quality in different parts of the world. ICT has been proven to reduce environmental damage and carbon emissions in the BRICS region [60], Pakistan [61], and China [62]. ICT has been associated with increased carbon emissions in sub-Saharan African countries [63]. Comparative studies conclude that ICT increases carbon emissions in low-income countries while the opposite is true for middle and high-income countries [64]. Finally, the studies by Higón et al. [65] and Faisal et al. [66] claim that ICT increases pollution up to a certain level and eventually reduces it later on. Hence, a generally agreed-upon finding on the overall effect of ICTs on the environment has not yet been achieved.

References

  1. Abbasi, K.R.; Hussain, K.; Haddad, A.M.; Salman, A.; Ozturk, I. The role of Financial Development and Technological Innovation towards Sustainable Development in Pakistan: Fresh insights from consumption and territory-based emissions. Technol. Forecast. Soc. Change 2022, 176, 121444.
  2. Belaïd, F.; Zrelli, M.H. Renewable and non-renewable electricity consumption, environmental degradation and economic development: Evidence from Mediterranean countries. Energy Policy 2019, 133, 110929.
  3. Bilal, A.; Li, X.; Zhu, N.; Sharma, R.; Jahanger, A. Green technology innovation, globalization, and CO2 emissions: Recent insights from the OBOR economies. Sustainability 2022, 14, 236.
  4. Cheng, Y.; Awan, U.; Ahmad, S.; Tan, Z. How do technological innovation and fiscal decentralization affect the environment? A story of the fourth industrial revolution and sustainable growth. Technol. Forecast. Soc. Change 2021, 162, 120398.
  5. Anser, M.K.; Khan, M.A.; Awan, U.; Batool, R.; Zaman, K.; Imran, M.; Sasmoko; Indrianti, Y.; Khan, A.; Bakar, Z.A. The role of technological innovation in a dynamic model of the environmental supply chain curve: Evidence from a panel of 102 countries. Processes 2020, 8, 1033.
  6. Danish; Ulucak, R.; Khan, S.U.D. Determinants of the ecological footprint: Role of renewable energy, natural resources, and urbanization. Sustain. Cities Soc. 2020, 54, 101996.
  7. Qin, L.; Raheem, S.; Murshed, M.; Miao, X.; Khan, Z.; Kirikkaleli, D. Does financial inclusion limit carbon dioxide emissions? Analyzing the role of globalization and renewable electricity output. Sustain. Dev. 2021, 29, 1138–1154.
  8. Mehmood, U. Examining the role of financial inclusion towards CO2 emissions: Presenting the role of renewable energy and globalization in the context of EKC. Environ. Sci. Pollut. Res. 2022, 29, 15946–15954.
  9. Zaidi, S.A.H.; Hussain, M.; Uz Zaman, Q. Dynamic linkages between financial inclusion and carbon emissions: Evidence from selected OECD countries. Resour. Environ. Sustain. 2021, 4, 100022.
  10. Lee, K.-H.; Cin, B.C.; Lee, E.Y. Environmental Responsibility and Firm Performance: The Application of an Environmental, Social and Governance Model. Bus. Strateg. Environ. 2016, 25, 40–53.
  11. Wang, B.; Yan, C.; Iqbal, N.; Fareed, Z.; Arslan, A. Impact of human capital and financial globalization on environmental degradation in OBOR countries: Critical role of national cultural orientations. Environ. Sci. Pollut. Res. 2022, 29, 37327–37343.
  12. Staib, R. Business management and environmental stewardship: Environmental thinking as a prelude to management action. Choice Rev. Online 2009, 47.
  13. Sanglimsuwan, K. Carbon dioxide emissions and economic growth: An econometric analysis. Int. Res. J. Financ. Econ. 2011, 67, 97–102.
  14. IPONC Change. Report of the Nineteenth Session of the Intergovernmental Panel on Climate Change (IPCC); World Meteorological Organization: Geneva, Switzerland, 17–20 April 2002.
  15. BP. 2022. Available online: https://www.bp.com/content/dam/bp/business-sites/en/global/corporate/pdfs/energy-economics/energy-outlook/bp-energy-outlook-2022.pdf (accessed on 24 September 2022).
  16. Demirgüç-Kunt, A.; Singer, D. Financial Inclusion and Inclusive Growth: A Review of Recent Empirical Evidence. World Bank Policy Research Working Paper. 2017. Available online: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2958542 (accessed on 16 December 2022).
  17. Yang, B.; Ali, M.; Nazir, M.R.; Ullah, W.; Qayyum, M. Financial instability and CO2 emissions: Cross-country evidence. Air Qual. Atmos. Health 2020, 13, 459–468.
  18. Safi, A.; Chen, Y.; Wahab, S.; Ali, S.; Yi, X.; Imran, M. Financial instability and consumption-based carbon emission in E-7 countries: The role of trade and economic growth. Sustain. Prod. Consum. 2021, 27, 383–391.
  19. Nasreen, S.; Anwar, S.; Ozturk, I. Financial stability, energy consumption and environmental quality: Evidence from South Asian economies. Renew. Sustain. Energy Rev. 2017, 67, 1105–1122.
  20. Baloch, M.A.; Zhang, J.; Iqbal, K.; Iqbal, Z. The effect of financial development on ecological footprint in BRI countries: Evidence from panel data estimation. Environ. Sci. Pollut. Res. 2019, 26, 6199–6208.
  21. Renzhi, N.; Baek, Y.J. Can financial inclusion be an effective mitigation measure? evidence from panel data analysis of the environmental Kuznets curve. Financ. Res. Lett. 2020, 37, 101725.
  22. Murshed, M.; Apergis, N.; Alam, M.S.; Khan, U.; Mahmud, S. The impacts of renewable energy, financial inclusivity, globalization, economic growth, and urbanization on carbon productivity: Evidence from net moderation and mediation effects of energy efficiency gains. Renew. Energy 2022, 196, 824–838.
  23. Le, T.-H.; Le, H.-C.; Taghizadeh-Hesary, F. Does financial inclusion impact CO2 emissions? Evidence from Asia. Financ. Res. Lett. 2020, 34, 101451.
  24. Raza, M.S.; Tang, J.; Rubab, S.; Wen, X. Determining the nexus between financial inclusion and economic development in Pakistan. J. Money Laund. Control 2019, 22.
  25. Paramasivan, C.; Ganeshkumar, V. Overview of financial inclusion in India. Int. J. Manag. Dev. Stud. 2013, 2, 45–49.
  26. Arshad, A. Impact of financial inclusion on food security: Evidence from developing countries. Int. J. Soc. Econ. 2022, 49, 336–355.
  27. Nordin, A. The production of financial corporations and price and volume split of financial services and non-life insurance services. In Proceedings of the Prepared by Anders Nordin, OECD Statistics Directorate, Eighteenth Meeting of the IMF Committee on Balance of Payments Statistics, Washington, DC, USA, 27 June–1 July 2005; Volume 1, p. 2005.
  28. Ehigiamusoe, K.U.; Lean, H.H. Effects of energy consumption, economic growth, and financial development on carbon emissions: Evidence from heterogeneous income groups. Environ. Sci. Pollut. Res. 2019, 26, 22611–22624.
  29. Mensah, I.A.; Sun, M.; Omari-Sasu, A.Y.; Gao, C.; Obobisa, E.S.; Osinubi, T.T. Potential economic indicators and environmental quality in African economies: New insight from cross-sectional autoregressive distributed lag approach. Environ. Sci. Pollut. Res. 2021, 28, 56865–56891.
  30. Musah, M.; Kong, Y.; Mensah, I.A.; Antwi, S.K.; Donkor, M. The link between carbon emissions, renewable energy consumption, and economic growth: A heterogeneous panel evidence from West Africa. Environ. Sci. Pollut. Res. 2020, 27, 28867–28889.
  31. Sun, Y.; Li, M.; Zhang, M.; Khan, H.S.U.D.; Li, J.; Li, Z.; Sun, H.; Zhu, Y.; Anaba, O.A. A study on China’s economic growth, green energy technology, and carbon emissions based on the Kuznets curve (EKC). Environ. Sci. Pollut. Res. 2021, 28, 7200–7211.
  32. Ozcan, B. The nexus between carbon emissions, energy consumption and economic growth in Middle East countries: A panel data analysis. Energy Policy 2013, 62, 1138–1147.
  33. Chen, P.-Y.; Chen, S.-T.; Hsu, C.-S.; Chen, C.-C. Modeling the global relationships among economic growth, energy consumption and CO2 emissions. Renew. Sustain. Energy Rev. 2016, 65, 420–431.
  34. Kasperowicz, R. Economic growth and CO2 emissions: The ECM analysis. J. Int. Stud. 2015, 8, 91–98.
  35. Xu, B.; Zhong, R.; Qiao, H. The impact of biofuel consumption on CO2 emissions: A panel data analysis for seven selected G20 countries. Energy Environ. 2020, 31, 1498–1514.
  36. Hu, H.; Xie, N.; Fang, D.; Zhang, X. The role of renewable energy consumption and commercial services trade in carbon dioxide reduction: Evidence from 25 developing countries. Appl. Energy 2018, 211, 1229–1244.
  37. Apergis, N.; Payne, J.E.; Menyah, K.; Wolde-Rufael, Y. On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth. Ecol. Econ. 2010, 69, 2255–2260.
  38. Antweiler, W.; Copeland, B.R.; Taylor, M.S. Is free trade good for the environment? Am. Econ. Rev. 2001, 91, 877–908.
  39. Sinha, A.; Shahbaz, M. Estimation of environmental Kuznets curve for CO2 emission: Role of renewable energy generation in India. Renew. Energy 2018, 119, 703–711.
  40. Acheampong, A.O.; Adams, S.; Boateng, E. Do globalization and renewable energy contribute to carbon emissions mitigation in Sub-Saharan Africa? Sci. Total Environ. 2019, 677, 436–446.
  41. Shahbaz, M.; Solarin, S.A.; Ozturk, I. Environmental Kuznets curve hypothesis and the role of globalization in selected African countries. Ecol. Indic. 2016, 67, 623–636.
  42. Managi, S.; Hibiki, A.; Tsurumi, T. Does trade openness improve environmental quality? J. Environ. Econ. Manag. 2009, 58, 346–363.
  43. Chang, C.-P.; Wen, J.; Dong, M.; Hao, Y. Does government ideology affect environmental pollutions? New evidence from instrumental variable quantile regression estimations. Energy Policy 2018, 113, 386–400.
  44. Shahbaz, M.; Nasreen, S.; Ahmed, K.; Hammoudeh, S. Trade openness–carbon emissions nexus: The importance of turning points of trade openness for country panels. Energy Econ. 2017, 61, 221–232.
  45. Farhani, S.; Chaibi, A.; Rault, C. CO2 emissions, output, energy consumption, and trade in Tunisia. Econ. Model. 2014, 38, 426–434.
  46. Bekun, F.V.; Adewale, A.A.; Sarkodie, A.S. Science of the Total Environment toward a Sustainable Environment: Nexus between CO2 Emissions, Resources, Renewable and Nonrenewable Energy in 16-EU Countries. Sci. Total Env. 2019, 657, 1023–1029.
  47. Bhattacharya, M.; Paramati, S.R.; Ozturk, I.; Bhattacharya, S. The Effect of Renewable Energy Consumption on Economic Growth: Evidence from Top 38 Countries. Appl. Energy 2016, 162, 733–741.
  48. Asongu, S.A. Knowledge economy gaps, policy syndromes, and catch-up strategies: Fresh South Korean lessons to Africa. J. Knowl. Econ. 2017, 8, 211–253.
  49. Murphy, J.T.; Carmody, P. Africa’s Information Revolution: Technical Regimes and Production Networks in South Africa and Tanzania; John Wiley & Sons: Hoboken, NJ, USA, 2015; ISBN 1118751302.
  50. Byrne, E.; Nicholson, B.; Salem, F. Information communication technologies and the millennium development goals. Inf. Technol. Dev. 2011, 17, 1–3.
  51. Baz, K.; Xu, D.; Ali, H.; Khan, U.; Cheng, J.; Abbas, K.; Ali, I. Nexus of minerals-technology complexity and fossil fuels with carbon dioxide emission: Emerging Asian economies based on product complexity index. J. Clean. Prod. 2022, 373, 133703.
  52. Batool, R.; Sharif, A.; Islam, T.; Zaman, K.; Shoukry, A.M.; Sharkawy, M.A.; Gani, S.; Aamir, A.; Hishan, S.S. Green is clean: The role of ICT in resource management. Environ. Sci. Pollut. Res. 2019, 26, 25341–25358.
  53. Tsaurai, K. The impact of information and communication technology on carbon emissions in emerging markets. Int. J. Energy Econ. Policy 2019, 9, 670216917.
  54. Hilty, L.M.; Coroama, V.; De Eicker, M.O.; Ruddy, T.; Müller, E. The role of ICT in energy consumption and energy efficiency. In Report to the European Commission, DG INFSO, Project ICT ENSURE: European ICT Sustainability Research; Graz University: Graz, Austria, 2009; Volume 1, pp. 1–60.
  55. Bastida, L.; Cohen, J.J.; Kollmann, A.; Moya, A.; Reichl, J. Exploring the role of ICT on household behavioural energy efficiency to mitigate global warming. Renew. Sustain. Energy Rev. 2019, 103, 455–462.
  56. Zheng, J.; Wang, X. Can mobile information communication technologies (ICTs) promote the development of renewables?-evidence from seven countries. Energy Policy 2021, 149, 112041.
  57. Nasab, E.H.; Aghaei, M. The effect of ICT on economic growth: Further evidence. Int. Bull. Bus. Adm. 2009, 5, 46–56.
  58. Avgerou, C. The link between ICT and economic growth in the discourse of development. In Organizational Information Systems in the Context of Globalization; Springer: Berlin/Heidelberg, Germany, 2003; pp. 373–386.
  59. Niebel, T. ICT and economic growth–Comparing developing, emerging and developed countries. World Dev. 2018, 104, 197–211.
  60. Ulucak, R.; Khan, S.U. Does information and communication technology affect CO2 mitigation under the pathway of sustainable development during the mode of globalization? Sustain. Dev. 2020, 28, 857–867.
  61. Godil, D.I.; Sharif, A.; Agha, H.; Jermsittiparsert, K. The dynamic nonlinear influence of ICT, financial development, and institutional quality on CO2 emission in Pakistan: New insights from QARDL approach. Environ. Sci. Pollut. Res. 2020, 27, 24190–24200.
  62. Zhang, C.; Liu, C. The impact of ICT industry on CO2 emissions: A regional analysis in China. Renew. Sustain. Energy Rev. 2015, 44, 12–19.
  63. Avom, D.; Nkengfack, H.; Fotio, H.K.; Totouom, A. ICT and environmental quality in Sub-Saharan Africa: Effects and transmission channels. Technol. Forecast. Soc. Chang. 2020, 155, 120028.
  64. Danish. Effects of information and communication technology and real income on CO2 emissions: The experience of countries along Belt and Road. Telemat. Inform. 2019, 45.
  65. Higón, D.A.; Gholami, R.; Shirazi, F. ICT and environmental sustainability: A global perspective. Telemat. Inform. 2017, 34, 85–95.
  66. Faisal, F.; Tursoy, T.; Pervaiz, R. Does ICT lessen CO2 emissions for fast-emerging economies? An application of the heterogeneous panel estimations. Environ. Sci. Pollut. Res. 2020, 27, 10778–10789.
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