Zafar, Muhammad Wasif and Zaidi, Syed Anees Haider and Mansoor, Sadia and Sinha, Avik and Qin, Quande (2022): ICT and education as determinants of environmental quality: The role of financial development in selected Asian countries. Published in: Technological Forecasting and Social Change , Vol. 177, (2022): p. 121547.
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Abstract
Rising environmental concerns due to extensive energy consumption and carbon emission in the process of developing information communication and technology (ICT) cannot be overshadowed by its significant contribution in economic growth. This study is an attempt to explore long run influences of ICT and education on environmental quality. By incorporating the role of financial development, energy consumption and income into the function of carbon emissions, the results obtained by the continuously updated and fully modified (Cup-FM) test indicate that economic growth, education and energy consumption stimulates carbon emissions intensity in Asian countries (1990-2018). The second-generation unit root tests and Lagrange Multiplier (LM) bootstrap cointegration method investigate stationary properties and cointegration. Our findings suggest that investment in technology and financial markets require policymakers' attention as we have empirically established long-run inverse impacts of financial development and ICT on carbon emissions. Furthermore, the study suggests a focus on clean energy policy as the rising pollution levels due to fossil fuel hampers long-run productivity. This paper contributes to the existing literature by proposing that ICT-led economic policies may help solve environmental quality and economic growth issues.
Item Type: | MPRA Paper |
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Original Title: | ICT and education as determinants of environmental quality: The role of financial development in selected Asian countries |
English Title: | ICT and education as determinants of environmental quality: The role of financial development in selected Asian countries |
Language: | English |
Keywords: | Environmental Quality; ICT; Education; Financial development; Economic growth |
Subjects: | Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics |
Item ID: | 111920 |
Depositing User: | Dr. Avik Sinha |
Date Deposited: | 11 Feb 2022 11:35 |
Last Modified: | 11 Feb 2022 11:35 |
References: | Ahmed, K., Rehman, M.U., Ozturk, I., 2017. What drives carbon dioxide emissions in the long-run? Evidence from selected South Asian Countries. Renew. Sustain. Energy Rev. 70, 1142–1153. https://doi.org/10.1016/j.rser.2016.12.018 Ali, W., Abdullah, A., Azam, M., 2017. Re-visiting the environmental Kuznets curve hypothesis for Malaysia : Fresh evidence from ARDL bounds testing approach. Renew. Sustain. Energy Rev. 77, 990–1000. https://doi.org/10.1016/j.rser.2016.11.236 Amri, F., Zaied, Y. Ben, Lahouel, B. Ben, 2019. ICT, total factor productivity, and carbon dioxide emissions in Tunisia. Technol. Forecast. Soc. Change 146, 212–217. https://doi.org/10.1016/j.techfore.2019.05.028 Añón, D., Gholami, R., Shirazi, F., 2017. Telematics and Informatics ICT and environmental sustainability : A global perspective. Telemat. Informatics 34, 85–95. https://doi.org/10.1016/j.tele.2017.01.001 Anser, M.K., Ahmad, M., Khan, M.A., Zaman, K., Nassani, A.A., Askar, S.E., Moinuddin, M., Abro, Q., Kabbani, A., 2021. The role of information and communication technologies in mitigating carbon emissions : evidence from panel quantile regression. Environ. Sci. Pollut. Res. 28, 21065–21084. Asongu, S.A., 2018a. Conditional Determinants of Mobile Phones Penetration and Mobile Banking in Sub-Saharan Africa. J. Knowl. Econ. 9, 81–135. https://doi.org/10.1007/s13132-015-0322-z Asongu, S.A., 2018b. ICT, openness and CO2 emissions in Africa. Environ. Sci. Pollut. Res. 25, 9351–9359. https://doi.org/10.1007/s11356-018-1239-4 Asongu, S.A., Le Roux, S., Biekpe, N., 2018. Enhancing ICT for environmental sustainability in sub-Saharan Africa. Technol. Forecast. Soc. Change 127, 209–216. https://doi.org/10.1016/j.techfore.2017.09.022 Balado-Naves, R., Baños-Pino, J.F., Mayor, M., 2018. Do countries influence neighbouring pollution? A spatial analysis of the EKC for CO2 emissions. Energy Policy 123, 266–279. https://doi.org/https://doi.org/10.1016/j.enpol.2018.08.059 Balaguer, J., Cantavella, M., 2018. The role of education in the Environmental Kuznets Curve. Evidence from Australian data. Energy Econ. 70, 289–296. https://doi.org/https://doi.org/10.1016/j.eneco.2018.01.021 Bano, S., Zhao, Y., Ahmad, A., Wang, S., Liu, Y., 2018. Identifying the impacts of human capital on carbon emissions in Pakistan. J. Clean. Prod. https://doi.org/10.1016/j.jclepro.2018.02.008 Bass, A., Burakov, D., Freidin, M., 2019. Does Financial Development Matter for Environmental Kuznets Curve in Russia ? Evidence from the Autoregressive Distributed Lag Bounds Test Approach. Int. J. Energy Econ. Policy 9, 334–341. Birdsall, N., Wheeler, D., 1993. Trade Policy and Industrial Pollution in Latin America: Where Are the Pollution Havens? J. Environ. Dev. 2, 137–149. https://doi.org/10.1177/107049659300200107 Boutabba, M.A., 2014. The impact of financial development, income, energy and trade on carbon emissions: Evidence from the Indian economy. Econ. Model. 40, 33–41. https://doi.org/10.1016/j.econmod.2014.03.005 Cai, S., Chen, X., Bose, I., 2013. Exploring the role of IT for environmental sustainability in China: An empirical analysis. Int. J. Prod. Econ. 146, 491–500. https://doi.org/https://doi.org/10.1016/j.ijpe.2013.01.030 Cho, Y., Lee, J., Kim, T.-Y., 2007. The impact of ICT investment and energy price on industrial electricity demand: Dynamic growth model approach. Energy Policy 35, 4730–4738. https://doi.org/https://doi.org/10.1016/j.enpol.2007.03.030 Choi, E., Heshmati, A., Cho, Y., 2010. An empirical study of the relationships between CO2 emissions, economic growth and openness (No. IZA Discussion Papers 5304). Coroama, V.C., Hilty, L.M., Heiri, E., Horn, F.M., 2013. The Direct Energy Demand of Internet Data Flows. J. Ind. Ecol. 17, 680–688. https://doi.org/10.1111/jiec.12048 Danish, Khan, N., Baloch, M.A., Saud, S., Fatima, T., 2018. The effect of ICT on CO 2 emissions in emerging economies : does the level of income matters ? Environ. Sci. Pollut. Res. 25, 22850–22860. Dasgupta, S., Laplante, B., Wang, H., Wheeler, D., 2002. Confronting the environmental Kuznets curve. J. Econ. Perspect. 16, 147–168. Dehghan Shabani, Z., Shahnazi, R., 2019. Energy consumption, carbon dioxide emissions, information and communications technology, and gross domestic product in Iranian economic sectors: A panel causality analysis. Energy 169, 1064–1078. https://doi.org/10.1016/j.energy.2018.11.062 Dogan, E., Turkekul, B., 2015. CO2 emissions, real output, energy consumption, trade, urbanization and financial development: testing the EKC hypothesis for the USA. Environ. Sci. Pollut. Res. 23, 1203–1213. https://doi.org/10.1007/s11356-015-5323-8 Dumitrescu, E.-I., Hurlina, C., 2012. Testing for Granger non-causality in heterogeneous panels. Econ. Model. 29, 1450–1460. Engelbrecht, H.-J., Xayavong, V., 2007. THE ELUSIVE CONTRIBUTION OF ICT TO PRODUCTIVITY GROWTH IN NEW ZEALAND: EVIDENCE FROM AN EXTENDED INDUSTRY-LEVEL GROWTH ACCOUNTING MODEL. Econ. Innov. New Technol. 16, 255–275. https://doi.org/10.1080/10438590600692918 Frankel, J.A., Romer, D., 1999. Does trade cause growth? Am. Econ. Rev. 89, 379–399. https://doi.org/10.1257/aer.89.3.379 Gangadharan, L., Valenzuela, M.R., 2001. Interrelationships between income, health and the environment: Extending the environmental kuznets curve hypothesis. Ecol. Econ. 36, 513–531. https://doi.org/10.1016/S0921-8009(00)00250-0 Huang, L., Zhao, X., 2018. Impact of financial development on trade-embodied carbon dioxide emissions: Evidence from 30 provinces in China. J. Clean. Prod. 198, 721–736. https://doi.org/10.1016/j.jclepro.2018.07.021 Jalil, A., Feridun, M., 2011. The impact of growth, energy and financial development on the environment in China: A cointegration analysis. Energy Econ. 33, 284–291. https://doi.org/10.1016/j.eneco.2010.10.003 Kasman, S., Kasman, A., 2015. Bank competition, concentration and financial stability in the Turkish banking industry. Econ. Syst. 39, 502–517. https://doi.org/https://doi.org/10.1016/j.ecosys.2014.12.003 Katircioğlu, S.T., Taşpinar, N., 2017. Testing the moderating role of financial development in an environmental Kuznets curve: Empirical evidence from Turkey. Renew. Sustain. Energy Rev. 68, 572–586. https://doi.org/10.1016/j.rser.2016.09.127 Khan, M., Ozturk, I., 2021. Examining the direct and indirect effects of financial development on CO2 emissions for 88 developing countries. J. Environ. Manage. 293, 112812. https://doi.org/https://doi.org/10.1016/j.jenvman.2021.112812 Lee, J.W., 2013. The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth. Energy Policy 55, 483–489. https://doi.org/10.1016/j.enpol.2012.12.039 Managi, S., Jena, P.R., 2008. Environmental productivity and Kuznets curve in India. Ecol. Econ. 65, 432–440. https://doi.org/10.1016/j.ecolecon.2007.07.011 Mathieu, L., Islam, M., Kakinaka, M., 2021. ICT and environmental sustainability : Any differences in developing countries ? J. Clean. Prod. 297, 126642. https://doi.org/10.1016/j.jclepro.2021.126642 Omri, A., Daly, S., Rault, C., Chaibi, A., 2015. Financial development, environmental quality, trade and economic growth: What causes what in MENA countries. Energy Econ. 48, 242–252. https://doi.org/10.1016/j.eneco.2015.01.008 Ozcan, B., Apergis, N., 2018. The impact of internet use on air pollution : Evidence from emerging countries. Environ. Sci. Pollut. Res. 25, 4174–4189. Røpke, I., Christensen, T.H., 2012. Energy impacts of ICT – Insights from an everyday life perspective. Telemat. Informatics 29, 348–361. https://doi.org/https://doi.org/10.1016/j.tele.2012.02.001 Sadorsky, P., 2012. Correlations and volatility spillovers between oil prices and the stock prices of clean energy and technology companies. Energy Econ. 34, 248–255. https://doi.org/https://doi.org/10.1016/j.eneco.2011.03.006 Salahuddin, M., Alam, K., 2015. Internet usage, electricity consumption and economic growth in Australia: A time series evidence. Telemat. Informatics 32, 862–878. https://doi.org/https://doi.org/10.1016/j.tele.2015.04.011 Salahuddin, M., Alam, K., Ozturk, I., Sohag, K., 2018. The effects of electricity consumption, economic growth, financial development and foreign direct investment on CO2 emissions in Kuwait. Renew. Sustain. Energy Rev. 81, 2002–2010. https://doi.org/10.1016/j.rser.2017.06.009 Sapkota, P., Bastola, U., 2017. Foreign direct investment, income, and environmental pollution in developing countries: Panel data analysis of Latin America. Energy Econ. 64, 206–212. https://doi.org/10.1016/j.eneco.2017.04.001 Saud, S., Chen, S., Haseeb, A., Khan, K., Imran, M., 2019. The nexus between financial development, income level, and environment in Central and Eastern European Countries: a perspective on Belt and Road Initiative. Environ. Sci. Pollut. Res. 26, 16053–16075. https://doi.org/10.1007/s11356-019-05004-5 Schaefer, C., Weber, C., Voss, A., 2003. Energy usage of mobile telephone services in Germany. Energy 28, 411–420. https://doi.org/https://doi.org/10.1016/S0360-5442(02)00154-8 Shahbaz, M., Hye, Q.M.A., Tiwari, A.K., Leitão, N.C., 2013a. Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renew. Sustain. Energy Rev. 25, 109–121. https://doi.org/10.1016/j.rser.2013.04.009 Shahbaz, M., Kumar, A., Nasir, M., 2013b. The effects of fi nancial development , economic growth , coal consumption and trade openness on CO 2 emissions in South Africa. Energy Policy 61, 1452–1459. https://doi.org/10.1016/j.enpol.2013.07.006 Shahbaz, M., Nasir, M.A., Hille, E., Mahalik, M.K., 2020. UK's net-zero carbon emissions target: Investigating the potential role of economic growth, financial development, and R&D expenditures based on historical data (1870–2017). Techno. Forecast. Soc. Change 161, 120255. https://doi.org/10.1016/j.techfore.2020.120255 Shahbaz, M., Shahzad, S.J.H., Ahmad, N., Alam, S., 2016. Financial development and environmental quality: The way forward. Energy Policy 98, 353–364. https://doi.org/10.1016/j.enpol.2016.09.002 Shahbaz, M., Solarin, S.A., Mahmood, H., Arouri, M., 2013c. Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis. Econ. Model. 35, 145–152. https://doi.org/10.1016/j.econmod.2013.06.037 Shahiduzzaman, M., Alam, K., 2014. Information technology and its changing roles to economic growth and productivity in Australia. Telecomm. Policy 38, 125–135. https://doi.org/10.1016/j.telpol.2013.07.003 Shahzad, S.J.H., Kumar, R.R., Zakaria, M., Hurr, M., 2017. Carbon emission, energy consumption, trade openness and financial development in Pakistan: A revisit. Renew. Sustain. Energy Rev. 70, 185–192. https://doi.org/10.1016/j.rser.2016.11.042 Shen, Y., Su, Z.-W., Malik, M.Y., Umar, M., Khan, Z., Khan, M., 2021. Does green investment, financial development and natural resources rent limit carbon emissions? A provincial panel analysis of China. Sci. Total Environ. 755, 142538. https://doi.org/https://doi.org/10.1016/j.scitotenv.2020.142538 Shobande, O.A., 2021. Decomposing the Persistent and Transitory Effect of Information and Communication Technology on Environmental Impacts Assessment in Africa : Evidence from Mundlak Specification. sustainability 13, 4683. Sinha, A., 2018. Impact of ICT exports and internet usage on carbon emissions: a case of OECD countries. Int. J. Green Econ. 12(3-4), 228–257. doi: 10.1504/IJGE.2018.097869 Ulucak, R., Danish, Khan, S.U.-D., 2020. Does information and communication technology affect CO2 mitigation under the pathway of sustainable development during the mode of globalization? Sustain. Dev. 28, 857–867. https://doi.org/10.1002/sd.2041 Zafar, M.W., Anees, S., Zaidi, H., Sinha, A., Gedikli, A., Hou, F., 2019a. The role of stock market and banking sector development , and renewable energy consumption in carbon emissions : Insights from G-7 and N-11 countries. Resour. Policy 62, 427–436. https://doi.org/10.1016/j.resourpol.2019.05.003 Zafar, M.W., Saud, S., Hou, F., 2019b. The impact of globalization and financial development on environmental quality: evidence from selected countries in the Organization for Economic Co-operation and Development (OECD). Environ. Sci. Pollut. Res. 26, 13246–13262. Zafar, M.W., Shahbaz, M., Sinha, A., Sengupta, T., Qin, Q., 2020. How renewable energy consumption contribute to environmental quality? The role of education in OECD countries. J. Clean. Prod. 268, 122149. https://doi.org/https://doi.org/10.1016/j.jclepro.2020.122149 Zafar, M.W., Sinha, A., Ahmed, Z., Qin, Q., Zaidi, S.A.H., 2021. Effects of biomass energy consumption on environmental quality: The role of education and technology in Asia-Pacific Economic Cooperation countries. Renew. Sustain. Energy Rev. 142, 110868. https://doi.org/10.1016/j.rser.2021.110868 Zafar, M.W., Zaidi, S.A.H., Khan, N.R., Mirza, F.M., Hou, F., Kirmani, S.A.A., 2019c. The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States. Resour. Policy 63, 101428. https://doi.org/10.1016/j.resourpol.2019.101428 Zaidi, S.A.H., Zafar, M.W., Shahbaz, M., Hou, F., 2019. Dynamic linkages between globalization, financial development and carbon emissions: Evidence from Asia Pacific Economic Cooperation countries. J. Clean. Prod. 228, 533–543. https://doi.org/10.1016/j.jclepro.2019.04.210 Zaman, K., Moemen, M.A. el, 2017. Energy consumption, carbon dioxide emissions and economic development: Evaluating alternative and plausible environmental hypothesis for sustainable growth. Renew. Sustain. Energy Rev. 74, 1119–1130. https://doi.org/10.1016/j.rser.2017.02.072 Zhang, C., Liu, C., 2015. The impact of ICT industry on CO 2 emissions : A regional analysis in China. Renew. Sustain. Energy Rev. 44, 12–19. https://doi.org/10.1016/j.rser.2014.12.011 Zhao, J., Shahbaz, M., Dong, X., Dong, K., 2021. How does financial risk affect global CO2 emissions? The role of technological innovation. Technol. Forecast. Soc. Change 168, 120751. https://doi.org/10.1016/j.techfore.2021.120751 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/111920 |