The relationship between energy consumption, pollution, economic growth and ICT: Structural equation modeling approach
Vol 8, Issue 8, 2024
VIEWS - 1560 (Abstract)
Abstract
The following paper assesses the relationship between electricity consumption, economic growth, environmental pollution, and Information and Communications Technology (ICT) development in Kazakhstan. Using the structural equation method, the study analyzes panel data gathered across various regions of Kazakhstan between 2014 and 2022. The data were sourced from official records of the Bureau of National Statistics of Kazakhstan and include all regions of Kazakhstan. The chosen timeframe includes the period from 2014, which marked a significant drop in oil prices that impacted the overall economic situation in the country, to 2022. The main hypotheses of the study relate to the impact of electricity consumption on economic growth, ICT, and environmental sustainability, as well as ICT’s role in economic development and environmental impact. The results show electricity consumption’s positive effect on economic growth and ICT development while also revealing an increase in pollutant emissions (emissions of liquid and gaseous pollutants) with economic growth and electricity consumption. The development of ICT in Kazakhstan has been revealed to not have a direct effect on reducing pollutant emissions into the environment, raising important questions about how technology can be leveraged to mitigate environmental impact, whether current technological advancements are sufficient to address environmental challenges, and what specific measures are needed to enhance the environmental benefits of ICT. There is a clear necessity to integrate sustainable practices and technologies to achieve balanced development. These results offer important insights into the relationships among electricity consumption, technology, economic development, and environmental issues. They underscore the complexity and multidimensionality of these interactions and suggest directions for future research, especially in the context of finding sustainable solutions for balanced development.
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- Adedoyin, F. F., Bekun, F. V., Driha, O. M., & Balsalobre-Lorente, D. (2020). The effects of air transportation, energy, ICT and FDI on economic growth in the industry 4.0 era: Evidence from the United States. Technological Forecasting and Social Change, 160, 120297. https://doi.org/10.1016/j.techfore.2020.120297
- Adeleye, B. N., Adedoyin, F., & Nathaniel, S. (2021). The criticality of ICT-trade nexus on economic and inclusive growth. Information Technology for Development, 27(2), 293–313. https://doi.org/10.1080/02681102.2020.1840323
- Alam, M. M., & Murad, M. W. (2020). The impacts of economic growth, trade openness and technological progress on renewable energy use in organization for economic co-operation and development countries. Renewable Energy, 145, 382–390. https://doi.org/10.1016/j.renene.2019.06.054
- Al-Shetwi, A. Q. (2022). Sustainable development of renewable energy integrated power sector: Trends, environmental impacts, and recent challenges. Science of The Total Environment, 822, 153645. https://doi.org/10.1016/j.scitotenv.2022.153645
- Appiah-Otoo, I., & Song, N. (2021). The impact of ICT on economic growth-Comparing rich and poor countries. Telecommunications Policy, 45(2), 102082. https://doi.org/10.1016/j.telpol.2020.102082
- Arshad, Z., Robaina, M., & Botelho, A. (2020). The role of ICT in energy consumption and environment: an empirical investigation of Asian economies with cluster analysis. Environmental Science and Pollution Research, 27, 32913–32932. https://doi.org/10.1007/s11356-020-09229-7
- Asongu, S. A., Agboola, M. O., Alola, A. A., & Bekun, F. V. (2020). The criticality of growth, urbanization, electricity and fossil fuel consumption to environment sustainability in Africa. Science of the Total Environment, 712, 136376. https://doi.org/10.1016/j.scitotenv.2019.136376
- Banerjee, R., Mishra, V., & Maruta, A. A. (2021). Energy poverty, health and education outcomes: evidence from the developing world. Energy economics, 101, 105447. https://doi.org/10.1016/j.eneco.2021.105447
- Baz, K., Cheng, J., Xu, D., et al. (2021). Asymmetric impact of fossil fuel and renewable energy consumption on economic growth: A nonlinear technique. Energy, 226, 120357. https://doi.org/10.1016/j.energy.2021.120357
- Bilal, A., Li, X., Zhu, N., et al. (2021). Green technology innovation, globalization, and CO2 emissions: recent insights from the OBOR economies. Sustainability, 14(1), 236. https://doi.org/10.3390/su14010236
- Caglar, A. E., Mert, M., & Boluk, G. (2021). Testing the role of information and communication technologies and renewable energy consumption in ecological footprint quality: Evidence from world top 10 pollutant footprint countries. Journal of Cleaner Production, 298, 126784. https://doi.org/10.1016/j.jclepro.2021.126784
- Charfeddine, L., & Umlai, M. (2023). ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022. Renewable and Sustainable Energy Reviews, 184, 113482. https://doi.org/10.1016/j.rser.2023.113482
- Chen, W., & Yan, W. (2020). Impact of internet electronic commerce on SO 2 pollution: Evidence from China. Environmental Science and Pollution Research, 27, 25801–25812. https://doi.org/10.1007/s11356-020-09027-1
- Chen, X. H., Tee, K., Elnahass, M., & Ahmed, R. (2023). Assessing the environmental impacts of renewable energy sources: A case study on air pollution and carbon emissions in China. Journal of environmental management, 345, 118525. https://doi.org/10.1016/j.jenvman.2023.118525
- Cheng, C. Y., Chien, M. S., & Lee, C. C. (2021). ICT diffusion, financial development, and economic growth: An international cross-country analysis. Economic modelling, 94, 662–671. https://doi.org/10.1016/j.econmod.2020.02.008
- De Vos, J. (2020). The effect of COVID-19 and subsequent social distancing on travel behavior. Transportation research interdisciplinary perspectives, 5, 100121. https://doi.org/10.1016/j.trip.2020.100121
- Destek, M. A., & Aslan, A. (2020). Disaggregated renewable energy consumption and environmental pollution nexus in G-7 countries. Renewable energy, 151, 1298–1306. https://doi.org/10.1016/j.renene.2019.11.138
- Doğan, B., Balsalobre-Lorente, D., & Nasir, M. A. (2020). European commitment to COP21 and the role of energy consumption, FDI, trade and economic complexity in sustaining economic growth. Journal of environmental Management, 273, 111146. https://doi.org/10.1016/j.jenvman.2020.111146
- Egbetokun, S., Osabuohien, E., Akinbobola, T., et al. (2020). Environmental pollution, economic growth and institutional quality: exploring the nexus in Nigeria. Management of Environmental Quality: An International Journal, 31(1), 18–31. https://doi.org/10.1108/MEQ-02-2019-0050
- Emenike, S. N., & Falcone, G. (2020). A review on energy supply chain resilience through optimization. Renewable and Sustainable Energy Reviews, 134, 110088. https://doi.org/10.1016/j.rser.2020.110088
- Erlando, A., Riyanto, F. D., & Masakazu, S. (2020). Financial inclusion, economic growth, and poverty alleviation: evidence from eastern Indonesia. Heliyon, 6(10). https://doi.org/10.1016/j.heliyon.2020.e05235
- Fan, W., & Hao, Y. (2020). An empirical research on the relationship amongst renewable energy consumption, economic growth and foreign direct investment in China. Renewable energy, 146, 598–609. https://doi.org/10.1016/j.renene.2019.06.170
- Fernández-Portillo, A., Almodóvar-González, M., & Hernández-Mogollón, R. (2020). Impact of ICT development on economic growth. A study of OECD European union countries. Technology in Society, 63, 101420. https://doi.org/10.1016/j.techsoc.2020.101420
- Gan, T., Yang, H., & Liang, W. (2021). How do urban haze pollution and economic development affect each other? Empirical evidence from 287 Chinese cities during 2000–2016. Sustainable Cities and Society, 65, 102642. https://doi.org/10.1016/j.scs.2020.102642
- Hao, Y., Guo, Y., & Wu, H. (2022). The role of information and communication technology on green total factor energy efficiency: does environmental regulation work? Business Strategy and the Environment, 31(1), 403–424. https://doi.org/10.1002/bse.2901
- Hassan, S. T., Batool, B., Zhu, B., & Khan, I. (2022). Environmental complexity of globalization, education, and income inequalities: New insights of energy poverty. Journal of Cleaner Production, 340, 130735. https://doi.org/10.1016/j.jclepro.2022.130735
- Heidtmann, K. F., & Selck, T. J. (2021). Local level failure? Non-compliance of EU environmental policy within EU multi-level governance. Regional & Federal Studies, 1–20. https://doi.org/10.1080/13597566.2021.1998006
- Jiang, P., Van Fan, Y., & Klemeš, J. J. (2021). Impacts of COVID-19 on energy demand and consumption: Challenges, lessons and emerging opportunities. Applied energy, 285, 116441. https://doi.org/10.1016/j.apenergy.2021.116441
- Katal, A., Dahiya, S., & Choudhury, T. (2023). Energy efficiency in cloud computing data centers: a survey on software technologies. Cluster Computing, 26(3), 1845–1875. https://doi.org/10.1007/s10586-022-03713-0
- Lange, S., Pohl, J., & Santarius, T. (2020). Digitalization and energy consumption. Does ICT reduce energy demand? Ecological economics, 176, 106760. https://doi.org/10.1016/j.ecolecon.2020.106760
- Li, Y., Yang, X., Ran, Q., et al. (2021). Energy structure, digital economy, and carbon emissions: evidence from China. Environmental Science and Pollution Research, 28, 64606–64629. https://doi.org/10.1007/s11356-021-15304-4
- Li, Z., Luan, W., Zhang, Z., & Su, M. (2020). Relationship between urban construction land expansion and population/economic growth in Liaoning Province, China. Land Use Policy, 99, 105022. https://doi.org/10.1016/j.landusepol.2020.105022
- Mohmand, Y. T., Mehmood, F., Mughal, K. S., & Aslam, F. (2021). Investigating the causal relationship between transport infrastructure, economic growth and transport emissions in Pakistan. Research in Transportation Economics, 88, 100972. https://doi.org/10.1016/j.retrec.2020.100972
- Mohsin, M., Hanif, I., Taghizadeh-Hesary, F., et al. (2021). Nexus between energy efficiency and electricity reforms: a DEA-based way forward for clean power development. Energy Policy, 149, 112052. https://doi.org/10.1016/j.enpol.2020.112052
- Moroz, G. V., Grytsan, O. A., Vivcharenko, A., & Kobetska, N. R. (2021). Relationship between economic growth and environmental pressures (legal aspects). International Journal of Agricultural Extension, 9(4), 127–139. https://doi.org/10.33687/ijae.009.00.3728
- Mucowska, M. (2021). Trends of environmentally sustainable solutions of urban last-mile deliveries on the e-commerce market—a literature review. Sustainability, 13(11), 5894. https://doi.org/10.3390/su13115894
- Mughal, N., Arif, A., Jain, V., et al. (2022). The role of technological innovation in environmental pollution, energy consumption and sustainable economic growth: Evidence from South Asian economies. Energy Strategy Reviews, 39, 100745. https://doi.org/10.1016/j.esr.2021.100745
- Murshed, M. (2020). An empirical analysis of the non-linear impacts of ICT-trade openness on renewable energy transition, energy efficiency, clean cooking fuel access and environmental sustainability in South Asia. Environmental Science and Pollution Research, 27(29), 36254–36281. https://doi.org/10.1007/s11356-020-09497-3
- Nasreen, S., Mbarek, M. B., & Atiq-ur-Rehman, M. (2020). Long-run causal relationship between economic growth, transport energy consumption and environmental quality in Asian countries: Evidence from heterogeneous panel methods. Energy, 192, 116628. https://doi.org/10.1016/j.energy.2019.116628
- Nieuwenhuijsen, M. J. (2021). New urban models for more sustainable, liveable and healthier cities post covid19; reducing air pollution, noise and heat island effects and increasing green space and physical activity. Environment international, 157, 106850. https://doi.org/10.1016/j.envint.2021.106850
- Osobajo, O. A., Otitoju, A., Otitoju, M. A., & Oke, A. (2020). The impact of energy consumption and economic growth on carbon dioxide emissions. Sustainability, 12(19), 7965. https://doi.org/10.3390/su12197965
- Rahman, M. M. (2020). Environmental degradation: The role of electricity consumption, economic growth and globalisation. Journal of environmental management, 253, 109742. https://doi.org/10.1016/j.jenvman.2019.109742
- Rao, C., & Yan, B. (2020). Study on the interactive influence between economic growth and environmental pollution. Environmental Science and Pollution Research, 27, 39442–39465. https://doi.org/10.1007/s11356-020-10017-6
- Ren, S., Hao, Y., Xu, L., et al. (2021). Digitalization and energy: How does internet development affect China’s energy consumption? Energy Economics, 98, 105220. https://doi.org/10.1016/j.eneco.2021.105220
- Ridzuan, A. R., Albani, A., Latiff, A. R. A., et al. (2020). The impact of energy consumption based on fossil fuel and hydroelectricity generation towards pollution in Malaysia, Indonesia and Thailand. International Journal of Energy Economics and Policy, 10(1), 215–227. https://doi.org/10.32479/ijeep.8140
- Roshchyk, I., Oliinyk, O., Mishchuk, H., & Bilan, Y. (2022). It products, e-commerce, and growth: analysis of links in emerging market. Transformations in Business & Economics, 21(1), 209.
- Saint Akadiri, S., Alola, A. A., Olasehinde-Williams, G., & Etokakpan, M. U. (2020). The role of electricity consumption, globalization and economic growth in carbon dioxide emissions and its implications for environmental sustainability targets. Science of The Total Environment, 708, 134653. https://doi.org/10.1016/j.scitotenv.2019.134653
- Sarangi, A. K., & Pradhan, R. P. (2020). ICT infrastructure and economic growth: A critical assessment and some policy implications. Decision, 47, 363–383. https://doi.org/10.1007/s40622-020-00263-5
- Sharma, R., Shahbaz, M., Kautish, P., & Vo, X. V. (2021). Does energy consumption reinforce environmental pollution? Evidence from emerging Asian economies. Journal of Environmental Management, 297, 113272. https://doi.org/10.1016/j.jenvman.2021.113272
- Solomon, E. M., & van Klyton, A. (2020). The impact of digital technology usage on economic growth in Africa. Utilities policy, 67, 101104. https://doi.org/10.1016/j.jup.2020.101104
- Strielkowski, W., Civín, L., Tarkhanova, E., et al. (2021). Renewable energy in the sustainable development of electrical power sector: A review. Energies, 14(24), 8240. https://doi.org/10.3390/en14248240
- Tainio, M., Andersen, Z. J., Nieuwenhuijsen, M. J., et al. (2021). Air pollution, physical activity and health: A mapping review of the evidence. Environment international, 147, 105954. https://doi.org/10.1016/j.envint.2020.105954
- Usman, A., Ozturk, I., Hassan, A., et al. (2021). The effect of ICT on energy consumption and economic growth in South Asian economies: an empirical analysis. Telematics and Informatics, 58, 101537. https://doi.org/10.1016/j.tele.2020.101537
- Vu, K., Hanafizadeh, P., & Bohlin, E. (2020). ICT as a driver of economic growth: A survey of the literature and directions for future research. Telecommunications Policy, 44(2), 101922. https://doi.org/10.1016/j.telpol.2020.101922
- Wei, X., Ren, H., Ullah, S., & Bozkurt, C. (2023). Does environmental entrepreneurship play a role in sustainable green development? Evidence from emerging Asian economies. Economic research-Ekonomska istraživanja, 36(1), 73–85. https://doi.org/10.1080/1331677X.2022.2067887
- Wen, H., Lee, C. C., Song, Z. (2021). Digitalization and environment: how does ICT affect enterprise environmental performance? Environmental Science and Pollution Research, 28(39), 54826–54841. https://doi.org/10.1007/s11356-021-14474-5
- Xiong, J., & Xu, D. (2021). Relationship between energy consumption, economic growth and environmental pollution in China. Environmental Research, 194, 110718. https://doi.org/10.1016/j.envres.2021.110718
- Zhang, C., Khan, I., Dagar, V., et al. (2022). Environmental impact of information and communication technology: Unveiling the role of education in developing countries. Technological Forecasting and Social Change, 178, 121570. https://doi.org/10.1016/j.techfore.2022.121570
DOI: https://doi.org/10.24294/jipd.v8i8.6473
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