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Yükselen Piyasa Ekonomilerinde Bilgi ve İletişim Teknolojilerinin Çevresel Kalite Üzerindeki Etkisi: Heterojen Panel Tahmin Modellerinden Kanıtlar

Year 2024, Issue: 36, 282 - 311, 31.05.2024
https://doi.org/10.54600/igdirsosbilder.1312096

Abstract

İnsan ve toplumların sosyoekonomik gelişiminde önemli rol oynayan bilgi ve iletişim teknolojilerinin (BİT) çevresel kalite üzerinde de potansiyel etkileri mevcuttur. Bu çalışmada 1995-2018 yılları arasında yükselen piyasa ekonomilerinde BİT, enerji tüketimi, ekonomik büyüme ve küreselleşmenin çevresel kalite üzerindeki etkisi araştırılmıştır. Değişkenler arasındaki ilişkilerin araştırılması için yatay kesit ve eğim heterojenliğine dayanıklı panel tahmin modelleri kullanılmıştır. Çevresel kalitenin bir göstergesi olarak kabul edilen CO2 emisyonlarının ülkeler arasında farklılaşması nedeniyle ülkelerin emisyon düzeyleri veriye dayalı algoritma aracılığıyla sınıflandırılmıştır. Yapılan sınıflandırma çerçevesinde, yükselen piyasa ekonomilerinin iki alt kulüp altında toplandığı bulgusu elde edilmiştir. Kulüp 1 için BİT ve küreselleşmenin CO2 emisyonlarının azaltılmasına yardımcı olduğu; buna karşın Kulüp 2 ve panelin tamamında ise çevresel bozulmalara neden olduğu sonucu elde edilmiştir. Bununla birlikte hem kulüpler hem de panelin tamamında ekonomik büyüme ve enerji tüketiminin emisyonları arttığı bulgusuna ulaşılmıştır. Panel nedensellik bulgularına göre, her bir alt kulüp ve panelin tamamında farklı nedensellik ilişkileri olduğu sonucuna varılmıştır.

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The Impact of Information and Communication Technologies on Environmental Quality for Emerging Market Economies: Evidence from Heterogeneous Panel Estimations Models

Year 2024, Issue: 36, 282 - 311, 31.05.2024
https://doi.org/10.54600/igdirsosbilder.1312096

Abstract

Information and communication technologies (ICTs), which play a critical role in the socio-economic development of individuals and societies, also have potential impacts on environmental quality. This study examines the impact of ICT, energy consumption, economic growth, and globalization on the quality of the environment in emerging market economies between 1995 and 2018. The study has employed panel estimations techniques, which are robust for cross-sectional dependence and slope heterogeneity, to investigate the linkages between the variables. Since CO2 emissions, which it has accepted as an indicator of environmental quality, differ between countries, it has been classified the emission levels of countries by using a data-based algorithm. The classification shows that emerging market economies fall into two sub-clubs. For Club 1, ICT and globalization help to reduce CO2 emissions, while Club 2 and the whole panel have caused environmental degradation. In addition, economic growth and energy consumption increase emissions for both the clubs and the overall. According to the panel causality results, there are different causality relationships in each sub-clubs and the whole panel.

References

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  • Al-Mulali, U., Sheau-Ting, L. ve Öztürk, İ. (2015). The global move toward Internet shopping and its influence on pollution: An empirical analysis. Environmental Science and Pollution Research, 22, 9717–9727.
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  • Asongu, S. A. (2018). ICT, openness and CO2 emissions in Africa. Environmental Science and Pollution Research, 25, 9351–9359.
  • Avom, D., Nkengfack, H., Fotio H.K. ve Totouom, A. (2020). ICT and environmental quality in Sub-Saharan Africa: Effects and transmission channels. Technological Forecasting & Social Change, 155:120028, 1-12.
  • Batool, Z., Raza, S. M. F., Ali, S. ve Ul Abidin, S. Z. (2020). ICT, renewable energy, financial development, and CO2 emissions in developing countries of East and South Asia. Environmental Science and Pollution Research, 29, 35025–35035.
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  • Bieser, J. C. T., Hilty, L. M. (2018). Assessing indirect environmental effects of information and communication technology (ICT): A systematic literature review. Sustainability, 10(8), 1-19.
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  • Dabbous, A. (2018). The Impact of information and communication technology and financial development on energy consumption: A dynamic heterogeneous panel analysis for MENA countries. International Journal of Energy Economics and Policy, 8(4), 70-76.
  • Danish, Khan, N., Baloch, M.A., Saud, S. ve Fatima, T. (2018). The effect of ICT on CO2 emissions in emerging economies: Does the level of income matters. Environmental Science and Pollution Research, 25, 22850–22860.
  • Danish (2019). Effects of information and communication technology real income, and CO2 emissions: The experience of countries along Belt and Road. Telematics and Informatics, 45: 101300, 1-10.
  • Danish, Zhang, J., Wang, B. ve Latif, Z. (2019). Towards cross‐regional sustainable development: The nexus between information and communication technology, energy consumption, and CO2 emissions. Sustainable Development, 27(5), 1-11.
  • Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied Economics, 38(10), 1091–1110.
  • Du, K. (2017). Econometric convergence test and club clustering using Stata. The Stata Journal, 17(4), 882–900.
  • Dumitrescu, E.-I. ve Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450-1460.
  • Eberhardt, M. ve Bond, S. (October, 2009). Cross-section dependence in nonstationary panel models: a novel estimator. (MPRA Working Paper No: 17692). https://library.unimelb.edu.au/recite/referencing-styles/apa7/working-papers
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  • Faisal, F., Azizullah, Tursoy, T. ve Pervaiz, R. (2020). Does ICT lessen CO2 emissions for fast-emerging economies? An application of the heterogeneous panel estimations. Environmental Science and Pollution Research, 27, 10778–10789.
  • Fakher, H. A., Ahmadian, M., Abedi, Z. ve Shaygani, B. (2018). Bayesian econometrics approach in determining of effecting factors on pollution in developing countries (based on Environmental Performance Index). Pollution, 4(3), 447-457.
  • GeSI. (2015). #SMARTer2030 - ICT Solutions for 21st Century Challenges. https://smarter2030.gesi.org/downloads/Full_report.pdf
  • Godil, D. I., Sharif, A., Agha, H. ve Jermsittiparsert, K. (2020). The dynamic nonlinear influence of ICT, financial development, and institutional quality on CO2 emission in Pakistan: New insights from QARDL approach. Environmental Science and Pollution Research, 27, 24190–24200.
  • Gouvea, R., Kapelianis, D. ve Kassicieh, S. (2018). Assessing the nexus of sustainability and information & communications technology. Technological Forecasting & Social Change, 130, 39–44.
  • Gygli, S., Haelg, F., Potrafke, N. ve Sturm, J.-E. (2019). The KOF globalisation index – revisited. The Review of International Organizations, 14, 543–574.
  • Haldar, A. ve Sethi, N. (2022). Environmental effects of information and communication technology-exploring the roles of renewable energy, innovation, trade and financial development. Renewable and Sustainable Energy Reviews, 153: 111754, 1-14.
  • Haseeb, A., Xia, E., Saud, S., Ahmad, A. ve Khurshid, H. (2019). Does information and communication technologies improve environmental quality in the era of globalization? An empirical analysis. Environmental Science and Pollution Research, 26, 8594–8608.
  • He, X., Adebayo, T. S., Kirikkaleli, D. ve Umar, M. (2021). Consumption-based carbon emissions in Mexico: An analysis using the dual adjustment approach. Sustainable Production and Consumption, 27, 947–957.
  • Higón, D. A., Gholami, R. ve Shirazi, F. (2017). ICT and environmental sustainability: A global perspective. Telematics and Informatics, 34(4), 85–95.
  • Ito, K. (2017). CO2 emissions, renewable and non-renewable energy consumption, and economic growth: Evidence from panel data for developing countries. International Economics, 151, 1-6.
  • Kapetanios, G., Pesaran, M. H. ve Yamagata, T. (2011). Panels with non-stationary multifactor error structures. Journal of Econometrics, 160(2), 326-348.
  • Khan, F. N., Sana, A. ve Arif, U. (2020). Information and communication technology (ICT) and environmental sustainability: a panel data analysis. Environmental Science and Pollution Research, 27, 36718–36731.
  • Klimova, A., Rondeau, E., Andersson, K., Porras, J., Rybin, A. ve Zaslavsky, A. (2016). An international Master's program in green ICT as a contribution to sustainable development. Journal of Cleaner Production, 135, 223-239.
  • Lahouel, B. B., Taleb, L., Zaied, Y.B. ve Managi, S. (2021). Does ICT change the relationship between total factor productivity and CO2 emissions? Evidence based on a nonlinear model. Energy Economics, 101: 105406: 1-15.
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There are 79 citations in total.

Details

Primary Language Turkish
Subjects Green Economy, Applied Economics (Other)
Journal Section Research Articles
Authors

Seyhat Bayrak Gezdim 0000-0002-6895-3313

Early Pub Date May 31, 2024
Publication Date May 31, 2024
Published in Issue Year 2024 Issue: 36

Cite

APA Bayrak Gezdim, S. (2024). Yükselen Piyasa Ekonomilerinde Bilgi ve İletişim Teknolojilerinin Çevresel Kalite Üzerindeki Etkisi: Heterojen Panel Tahmin Modellerinden Kanıtlar. Iğdır Üniversitesi Sosyal Bilimler Dergisi(36), 282-311. https://doi.org/10.54600/igdirsosbilder.1312096