Research Article
BibTex RIS Cite

Türkiye’de Dijital Ekonomilerin Karbon Emisyonu ve Ekonomik Büyüme Üzerine Etkisi: FA-ARDL Yönteminden Kanıtlar

Year 2025, Volume: 18 Issue: 4, 2194 - 2213, 15.07.2025
https://doi.org/10.35674/kent.1597167

Abstract

Günümüzde dijital ekonomiler veya dijitalleşme, üretimden tüketime kadar ekonomilerin her alanında gün geçtikçe daha çok yer almaktadır. Dolayısıyla dijitalleşmenin ekonomik büyüme üzerine olan etkilerinin yanı sıra karbon emisyonu salınımı üzerine etkileri de merak konusu olmaktadır. Çünkü dijitalleşme, bir taraftan ekonomik büyüme üzerinde olumlu etkiler meydana getirirken diğer taraftan ise karbon emisyonu salınımlarını azaltıcı etkiler meydana getirmektedir. Ancak dijitalleşmenin daha fazla enerji tüketimine neden olarak karbon emisyon salınımlarını artırıcı etkileri olacağını savunan görüşlerde yer almaktadır. Dolayısıyla literatürde dijitalleşmenin karbon emisyonları ve ekonomik büyüme üzerine etkileri hakkında bir fikir birliği olmadığı anlaşılmaktadır. Bu amaçla çalışmada 1996-2021 yılları arası dijital ekonomilerin karbon emisyonu ve ekonomik büyüme üzerine etkileri Türkiye ekonomisi için araştırılmaktadır. Çalışmada dijital ekonomi göstergesi olarak internet kullanan bireylerin toplam nüfusa oranı kullanılmaktadır. Ayrıca çalışmada karbon emisyon ve ekonomik büyüme göstergesinin yanı sıra kontrol değişken olmaları amacı ile enerji yapısı, hükümet harcamaları, kentleşme ve dışa açıklık verileri de kullanılmıştır. Çalışmada kullanılan verilerin hem birim kök hem de yapısal kırılma içerip içermediğinin tespit için yapısal kırılmalı ADF birim kök testi kullanılmıştır. Ayrıca değişkenler arasındaki uzun dönemli ilişkiyi belirlemek için Fourier terimler eklenerek FA-ARDL yönteminin kullanılmasına karar verilmiştir. Çalışmanın sonuçlarına bakıldığında dijitalleşmenin ekonomik büyümeyi pozitif, karbon emisyon salınımını ise negatif etkilediği tespit edilmiştir.

References

  • Arsić, M. (2020). Impact of digitalisation on economic growth, productivity and employment. Economic Themes, 58(4), 431-457.
  • Asoy, E. (2024). A better proxy for technology determinant of economic growth: the international digital economy and society index. İstanbul İktisat Dergisi, 74(1), 225-251.
  • Aydın, R. (2022). Sağlık Harcamalarının Ekonomik Büyüme ve Toplam Faktör Verimliliği Üzerine Etkisi: Türkiye'de Düzey 2 Alt Bölgeleri İçin Bir Uygulama. (Yayınlanmamış Doktora Tezi). Atatürk Üniversitesi Sosyal Bilimler Enstitüsü, Erzurum.
  • Bai, L., Guo, T., Xu, W., Liu, Y., Kuang, M., & Jiang, L. (2023). Effects of digital economy on carbon emission intensity in Chinese cities: A life-cycle theory and the application of non-linear spatial panel smooth transition threshold model. Energy Policy, 183, 113792. https://doi.org/10.1016/j.enpol.2023.113792.
  • Carlsson, B., 2004. The Digital Economy: what is new and what is not? Struct. Change Econ. Dynam. 15 (3), 245–264. https://doi.org/10.1016/j.strueco.2004.02.001.
  • Chang, X., & Li, J. (2022). Effects of the digital economy on carbon emissions in China: A Spatial Durbin econometric analysis. Sustainability, 14(24), 16624. https://doi.org/10.3390/su142416624
  • Chen, Y., Subhan, M., Ahmad, G., Adil, M., & Zamir, M. N. (2024). Unveiling the linkages among digital technology, economic growth, and carbon emissions: A resource management perspective. Resources Policy, 91, 104868. https://doi.org/10.1016/j.resourpol.2024.104868
  • 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.
  • Cheng, C., & Huang, H. (2022). Evaluation and analysis of regional economic growth factors in digital economy based on the deep neural network. Mathematical Problems in Engineering, 2022(1), 1121886.
  • Coyne, B., & Denny, E. (2021). Applying a model of technology diffusion to quantify the potential benefit of improved energy efficiency in data centres. Energies, 14(22), 7699. https://doi.org/10.3390/en14227699
  • Cui, S., Li, G., & Liu, J. (2023). Can economic growth and carbon emissions reduction be owned: evidence from the convergence of digital services and manufacturing in China. Environmental Science and Pollution Research, 30(8), 20415-20430. doi: 10.1007/s11356-022-23175-6.
  • Çağlar, A. E. (2022). The Role of Environmental Patents in Environmental Kuznets Curve Hypothesis in Turkey: Evidence from the Augmented ARDL. Nigde Omer Halisdemir University Academic Review of Economics and Administrative Sciences (OHUIIBFD), 15(4), 913-929.
  • Don, T., 1996. The Digital Economy: Promise and Peril in the Age of Networked Intelligence. Mc Graw-Hill, New York.
  • Dong, F., Hu, M., Gao, Y., Liu, Y., Zhu, J., & Pan, Y. (2022). How does digital economy affect carbon emissions? Evidence from global 60 countries. Science of The Total Environment, 852, 158401.
  • Eisenmann, T., Parker, G., Van Alstyne, M.W., 2006. Strategies for two-sided markets. Harv. Bus. Rev. 84 (10), 92.
  • Hao, X., Wen, S., Li, Y., Xu, Y., & Xue, Y. (2022). Can the digital economy development curb carbon emissions? Evidence from China. Frontiers in Psychology, 13, 938918. https://doi.org/10.3389/fpsyg.2022.938918
  • Hegde, P. R., & Guruprasad, L. S. (2024). Nexus between digital financial inclusion and economic growth: a panel data investigation of Asian economies. Journal of Economic and Administrative Sciences.
  • Hosan, S., Karmaker, S. C., Rahman, M. M., Chapman, A. J., & Saha, B. B. (2022). Dynamic links among the demographic dividend, digitalization, energy intensity and sustainable economic growth: Empirical evidence from emerging economies. Journal of Cleaner Production, 330, 129858.
  • https://databank.worldbank.org/
  • https://ourworldindata.org/
  • https://www.tuik.gov.tr/
  • Huang, F., & Wu, C. (2024). Impact of Digital Economy on Carbon Emissions and Its Mechanism: Evidence from China. Sustainability, 16(20), 8926.
  • Ibrahimi, A. E., & Fetai, B. (2022). The impact of ICT on the GDP growth of Western Balkan countries. SEEU Review, 17(1), 105-119.
  • Ishida, H. (2015). The effect of ICT development on economic growth and energy consumption in Japan. Telematics and Informatics, 32(1), 79-88.
  • Khan, A., & Ximei, W. (2022). Digital economy and environmental sustainability: Do Information Communication and Technology (ICT) and economic complexity matter?. International journal of environmental research and public health, 19(19), 12301.
  • Knickrehm, M., Berthon, B., Daugherty, P., 2016. Digital disruption: The growth Multiplier, Accenture, Dublin. Retrieved from http://www.metalonia.com/w/documents/Accenture-Strategy-Digital-Disruption-Growth-Multiplier.pdf, (Erişim Tarihi: 04.08.2024).
  • Kurniawati, M. A. (2022). Analysis of the impact of information communication technology on economic growth: empirical evidence from Asian countries. Journal of Asian Business and Economic Studies, 29(1), 2-18.
  • Latief, R., & Javeed, S. A. (2024). The Spatial Effects of Digital Economy on Sustainable Urban Economic Development in China. Sustainability, 16(20), 8973.
  • Li, M., Meng, M., & Chen, Y. (2024). The impact of the digital economy on green innovation: the moderating role of fiscal decentralization. Economic Change and Restructuring, 57(2), 37.
  • Li, S., & Tang, Y. (2024). The Impact of the Digital Economy on Carbon Emission Levels and Its Coupling Relationships: Empirical Evidence from China. Sustainability, 16(13), 5612. https://doi.org/10.3390/su16135612
  • Li, W., & Nadeem, M. (2024). Decarbonizing progress: Exploring the nexus of renewable energy, digital economy, and economic development in South American countries. Heliyon, 10(13). https://doi.org/10.1016/j.heliyon.2024.e33446
  • Li, Y., Dai, J., & Cui, L. (2020). The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model. International Journal of Production Economics, 229, 107777. https://doi.org/10.1016/j.ijpe.2020.107777
  • Luo, K., Liu, Y., Chen, P. F., & Zeng, M. (2022). Assessing the impact of digital economy on green development efficiency in the Yangtze River Economic Belt. Energy Economics, 112, 106127. https://doi.org/10.1016/j.eneco.2022.106127.
  • Lyu, K., Yang, S., Zheng, K., & Zhang, Y. (2023). How does the digital economy affect carbon emission efficiency? Evidence from energy consumption and industrial value chain. Energies, 16(2), 761. https://doi.org/10.3390/en16020761
  • Ma, Q., Tariq, M., Mahmood, H., & Khan, Z. (2022). The nexus between digital economy and carbon dioxide emissions in China: The moderating role of investments in research and development. Technology in Society, 68, 101910. https://doi.org/10.1016/j.techsoc.2022.101910.
  • Magoutas, A. I., Chaideftou, M., Skandali, D., & Chountalas, P. T. (2024). Digital Progression and Economic Growth: Analyzing the Impact of ICT Advancements on the GDP of European Union Countries. Economies, 12(3), 63.
  • Mesenbourg, T. L. (2001). Measuring the digital economy. US Bureau of the Census, 1(1).
  • Mohsin, M., Phoumin, H., Youn, I. J., & Taghizadeh-Hesary, F. (2021). Enhancing energy and environmental efficiency in the power sectors: a case study of Singapore and China. Journal of Environmental Assessment Policy and Management, 23(03n04), 2250018. https://doi.org/10.1142/S1464333222500181
  • Moskalyk, R.Y ve Balashova, V.A. (2024). Economic Growth Model: The Role of Digitalization. Academy Review, 2(61), 55-69.
  • Moyer, J. D., & Hughes, B. B. (2012). ICTs: do they contribute to increased carbon emissions?. Technological Forecasting and Social Change, 79(5), 919-931.
  • Mura, P. O., & Donath, L. E. (2023). Digitalisation and economic growth in the European Union. Electronics, 12(7), 1718.
  • Narayan, P. K. (2005). The saving and investment nexus for China: evidence from cointegration tests. Applied economics, 37(17), 1979-1990.
  • Nguyen, T. T., Pham, T. A. T., & Tram, H. T. X. (2020). Role of information and communication technologies and innovation in driving carbon emissions and economic growth in selected G-20 countries. Journal of environmental management, 261, 110162. https://doi.org/10.1016/j.jenvman.2020.110162
  • Novikova, N. V., & Strogonova, E. V. (2020). Regional aspects of studying the digital economy in the system of economic growth drivers. Journal of new economy, 21(2), 76-93.
  • Patra, B., & Sethi, N. (2024). Does digital payment induce economic growth in emerging economies? The mediating role of institutional quality, consumption expenditure, and bank credit. Information Technology for Development, 30(1), 57-75.
  • Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of applied econometrics, 16(3), 289-326.
  • Pradhan, R. P., Arvin, M. B., Nair, M., Bennett, S. E., & Bahmani, S. (2019). Short-term and long-term dynamics of venture capital and economic growth in a digital economy: A study of European countries. Technology in
  • Sam, C. Y., McNown, R., ve Goh, S. K. (2019). An augmented autoregressive distributed lag bounds test for cointegration, Economic Modelling, 80, 130-141. https://doi.org/10.1016/j.econmod.2018.11.001
  • Sheikh, M. R., Ijaz-Ur-Rehman, S. B., Tariq, M., & Khalid, S. (2021). Digital Transformation Corruption and Economic Growth Nexus in Asian Countries. International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 12(6), 1-12.
  • Solarin, S. A. (2019). Modelling the relationship between financing by Islamic banking system and environmental quality: evidence from bootstrap autoregressive distributive lag with Fourier terms. Quality & quantity, 53(6), 2867-2884.
  • Solow, R. M. (1956). A contribution to the theory of economic growth. The quarterly journal of economics, 70(1), 65-94.
  • Su, C. W., Xie, Y., Shahab, S., Faisal, C. M. N., Hafeez, M., & Qamri, G. M. (2021). Towards achieving sustainable development: role of technology innovation, technology adoption and CO2 emission for BRICS. International journal of environmental research and public health, 18(1), 277. https://doi.org/10.3390/ijerph18010277
  • Swan, T. W. (1956). Economic growth and capital accumulation. Economic record, 32(2), 334-361.
  • Tao, M., Poletti, S., Wen, L., Sheng, M. S., Wang, J., Wang, G., & Zheng, Y. (2023). Appraising the role of the digital economy in global decarbonization: A spatial non-linear perspective on globalization. Journal of Environmental Management, 347, 119170. https://doi.org/10.1016/j.jenvman.2023.119170
  • Török, L. (2024). The relationship between digital development and economic growth in the European Union. International Review of Applied Sciences and Engineering.
  • Truby, J. (2018). Decarbonizing Bitcoin: Law and policy choices for reducing the energy consumption of Blockchain technologies and digital currencies. Energy research & social science, 44, 399-410. https://doi.org/10.1016/j.erss.2018.06.009
  • Varlamova, J., & Kadochnikova, E. (2023). Modeling the spatial effects of digital data economy on regional economic growth: SAR, SEM and SAC models. Mathematics, 11(16), 3516.
  • Wang, F., Jin, M., Li, J., Zhang, Y., & Chen, J. (2022). Profound impact of economic openness and digital economy towards a sustainable development: A new look at RCEP economies. Sustainability, 14(21), 13922.
  • Wang, H., Wu, D., & Zeng, Y. (2023). Digital economy, market segmentation and carbon emission performance. Environment, Development and Sustainability, 1-25. https://doi.org/10.1007/s10668-023-03465-w
  • Wang, H., Yang, G., & Yue, Z. (2023). Breaking through ingrained beliefs: revisiting the impact of the digital economy on carbon emissions. Humanities and Social Sciences Communications, 10(1), 1-13. https://doi.org/10.1057/s41599-023-02126-7
  • Wang, J., Dong, K., Dong, X., & Taghizadeh-Hesary, F. (2022). Assessing the digital economy and its carbon-mitigation effects: The case of China. Energy Economics, 113, 106198.
  • Wang, J., Dong, X., & Dong, K. (2022). How digital industries affect China's carbon emissions? Analysis of the direct and indirect structural effects. Technology in Society, 68, 101911. https://doi.org/10.1016/j.techsoc.2022.101911
  • Wang, Q., Sun, J., Pata, U. K., Li, R., & Kartal, M. T. (2024). Digital economy and carbon dioxide emissions: examining the role of threshold variables. Geoscience Frontiers, 15(3), 101644. https://doi.org/10.1016/j.gsf.2023.101644.
  • Wang, X., & Li, J. (2023). Heterogeneous effect of digital economy on carbon emission reduction. Journal of Cleaner Production, 429, 139560. https://doi.org/10.1016/j.jclepro.2023.139560
  • Wang, X., & Zhong, M. (2023). Can digital economy reduce carbon emission intensity? Empirical evidence from China’s smart city pilot policies. Environmental Science and Pollution Research, 30(18), 51749-51769. https://doi.org/10.1007/s11356-023-26038-w
  • Wu, H. X., & Yu, C. (2022). The impact of the digital economy on China’s economic growth and productivity performance. China Economic Journal, 15(2), 153-170.
  • Yang, R., Chen, B., & Wu, J. (2023). Does digital economy curb carbon intensity? New insights from China. Environmental Science and Pollution Research, 30(59), 123214-123225.
  • Yang, Z., Gao, W., Han, Q., Qi, L., Cui, Y., & Chen, Y. (2022). Digitalization and carbon emissions: how does digital city construction affect China's carbon emission reduction?. Sustainable cities and society, 87, 104201.
  • Yi, M., Liu, Y., Sheng, M. S., & Wen, L. (2022). Effects of digital economy on carbon emission reduction: New evidence from China. Energy Policy, 171, 113271. https://doi.org/10.1016/j.enpol.2022.113271
  • Yousefi, A. (2011). The impact of information and communication technology on economic growth: Evidence from developed and developing countries. Economics of Innovation and New Technology, 20(6), 581-596.
  • Yu, B., Fang, D., Kleit, A. N., & Xiao, K. (2022). Exploring the driving mechanism and the evolution of the low‐carbon economy transition: lessons from OECD developed countries. The World Economy, 45(9), 2766-2795.
  • Yu, H., & Liu, H. (2024). Impact of digitization on carbon productivity: an empirical analysis of 136 countries. Scientific Reports, 14(1), 5094. https://doi.org/10.1038/s41598-024-55848-2
  • Zhang, L., Mu, R., Zhan, Y., Yu, J., Liu, L., Yu, Y., & Zhang, J. (2022). Digital economy, energy efficiency, and carbon emissions: Evidence from provincial panel data in China. Science of the Total Environment, 852, 158403.
  • Zhang, Q., Wu, P., Li, R., & Chen, A. (2024). Digital transformation and economic growth Efficiency improvement in the Digital media era: Digitalization of industry or Digital industrialization?. International Review of Economics & Finance, 92, 667-677.
  • Zhang, W., Liu, X., Wang, D., & Zhou, J. (2022). Digital economy and carbon emission performance: Evidence at China's city level. Energy Policy, 165, 112927. https://doi.org/10.1016/j.enpol.2022.112927
  • Zhang, Z., Ding, Z., Geng, Y., Pan, L., & Wang, C. (2023). The impact of digital economy on environmental quality: Evidence from China. Frontiers in Environmental Science, 11, 1120953.
  • Zhao, D., Lin, J., & Bashir, M. A. (2024). Analyze the effect of energy efficiency, natural resources, and the digital economy on ecological footprint in OCED countries: The mediating role of renewable energy. Resources Policy, 95, 105198. https://doi.org/10.1016/j.resourpol.2024.105198
  • Zheng, R., Wu, G., Cheng, Y., Liu, H., Wang, Y., & Wang, X. (2023). How does digitalization drive carbon emissions? The inverted U-shaped effect in China. Environmental Impact Assessment Review, 102, 107203. https://doi.org/10.1016/j.eiar.2023.107203
  • Zhou, X., Zhou, D., Zhao, Z., & Wang, Q. (2022). A framework to analyze carbon impacts of digital economy: The case of China. Sustainable Production and Consumption, 31, 357-369. https://doi.org/10.1016/j.spc.2022.03.002.

The Impact of Digital Economies on Carbon Emissions and Economic Growth in Türkiye: Evidence from the FA-ARDL

Year 2025, Volume: 18 Issue: 4, 2194 - 2213, 15.07.2025
https://doi.org/10.35674/kent.1597167

Abstract

Currently, digital economies, or digitalisation, are progressively infiltrating all facets of economies, from production to consumption. Consequently, alongside the impact of digitisation on economic growth, its influence on carbon emissions is also of interest. Digitalisation positively impacts economic growth while concurrently decreasing carbon emissions. Nonetheless, some contend that digitisation will elevate carbon emissions due to increased energy use. The literature does not achieve consensus regarding the effects of digitalisation on carbon emissions and economic growth. This study examines the impact of digital economies on carbon emissions and economic growth within the Turkish economy from 1996 to 2021. The research employs the ratio of internet users to the total population as an indication of the digital economy. In addition to carbon emissions and economic growth indicators, we utilise data on energy structure, government expenditures, urbanisation, and openness to foreign trade as control variables. The ADF unit root test with structural break is employed to ascertain the presence of both unit root and structural break in the study's data. We opted to employ the FA-ARDL approach, incorporating Fourier terms, to ascertain the long-term relationship among the variables. The study's findings indicate that digitisation positively influences economic growth while adversely affecting carbon emissions.

References

  • Arsić, M. (2020). Impact of digitalisation on economic growth, productivity and employment. Economic Themes, 58(4), 431-457.
  • Asoy, E. (2024). A better proxy for technology determinant of economic growth: the international digital economy and society index. İstanbul İktisat Dergisi, 74(1), 225-251.
  • Aydın, R. (2022). Sağlık Harcamalarının Ekonomik Büyüme ve Toplam Faktör Verimliliği Üzerine Etkisi: Türkiye'de Düzey 2 Alt Bölgeleri İçin Bir Uygulama. (Yayınlanmamış Doktora Tezi). Atatürk Üniversitesi Sosyal Bilimler Enstitüsü, Erzurum.
  • Bai, L., Guo, T., Xu, W., Liu, Y., Kuang, M., & Jiang, L. (2023). Effects of digital economy on carbon emission intensity in Chinese cities: A life-cycle theory and the application of non-linear spatial panel smooth transition threshold model. Energy Policy, 183, 113792. https://doi.org/10.1016/j.enpol.2023.113792.
  • Carlsson, B., 2004. The Digital Economy: what is new and what is not? Struct. Change Econ. Dynam. 15 (3), 245–264. https://doi.org/10.1016/j.strueco.2004.02.001.
  • Chang, X., & Li, J. (2022). Effects of the digital economy on carbon emissions in China: A Spatial Durbin econometric analysis. Sustainability, 14(24), 16624. https://doi.org/10.3390/su142416624
  • Chen, Y., Subhan, M., Ahmad, G., Adil, M., & Zamir, M. N. (2024). Unveiling the linkages among digital technology, economic growth, and carbon emissions: A resource management perspective. Resources Policy, 91, 104868. https://doi.org/10.1016/j.resourpol.2024.104868
  • 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.
  • Cheng, C., & Huang, H. (2022). Evaluation and analysis of regional economic growth factors in digital economy based on the deep neural network. Mathematical Problems in Engineering, 2022(1), 1121886.
  • Coyne, B., & Denny, E. (2021). Applying a model of technology diffusion to quantify the potential benefit of improved energy efficiency in data centres. Energies, 14(22), 7699. https://doi.org/10.3390/en14227699
  • Cui, S., Li, G., & Liu, J. (2023). Can economic growth and carbon emissions reduction be owned: evidence from the convergence of digital services and manufacturing in China. Environmental Science and Pollution Research, 30(8), 20415-20430. doi: 10.1007/s11356-022-23175-6.
  • Çağlar, A. E. (2022). The Role of Environmental Patents in Environmental Kuznets Curve Hypothesis in Turkey: Evidence from the Augmented ARDL. Nigde Omer Halisdemir University Academic Review of Economics and Administrative Sciences (OHUIIBFD), 15(4), 913-929.
  • Don, T., 1996. The Digital Economy: Promise and Peril in the Age of Networked Intelligence. Mc Graw-Hill, New York.
  • Dong, F., Hu, M., Gao, Y., Liu, Y., Zhu, J., & Pan, Y. (2022). How does digital economy affect carbon emissions? Evidence from global 60 countries. Science of The Total Environment, 852, 158401.
  • Eisenmann, T., Parker, G., Van Alstyne, M.W., 2006. Strategies for two-sided markets. Harv. Bus. Rev. 84 (10), 92.
  • Hao, X., Wen, S., Li, Y., Xu, Y., & Xue, Y. (2022). Can the digital economy development curb carbon emissions? Evidence from China. Frontiers in Psychology, 13, 938918. https://doi.org/10.3389/fpsyg.2022.938918
  • Hegde, P. R., & Guruprasad, L. S. (2024). Nexus between digital financial inclusion and economic growth: a panel data investigation of Asian economies. Journal of Economic and Administrative Sciences.
  • Hosan, S., Karmaker, S. C., Rahman, M. M., Chapman, A. J., & Saha, B. B. (2022). Dynamic links among the demographic dividend, digitalization, energy intensity and sustainable economic growth: Empirical evidence from emerging economies. Journal of Cleaner Production, 330, 129858.
  • https://databank.worldbank.org/
  • https://ourworldindata.org/
  • https://www.tuik.gov.tr/
  • Huang, F., & Wu, C. (2024). Impact of Digital Economy on Carbon Emissions and Its Mechanism: Evidence from China. Sustainability, 16(20), 8926.
  • Ibrahimi, A. E., & Fetai, B. (2022). The impact of ICT on the GDP growth of Western Balkan countries. SEEU Review, 17(1), 105-119.
  • Ishida, H. (2015). The effect of ICT development on economic growth and energy consumption in Japan. Telematics and Informatics, 32(1), 79-88.
  • Khan, A., & Ximei, W. (2022). Digital economy and environmental sustainability: Do Information Communication and Technology (ICT) and economic complexity matter?. International journal of environmental research and public health, 19(19), 12301.
  • Knickrehm, M., Berthon, B., Daugherty, P., 2016. Digital disruption: The growth Multiplier, Accenture, Dublin. Retrieved from http://www.metalonia.com/w/documents/Accenture-Strategy-Digital-Disruption-Growth-Multiplier.pdf, (Erişim Tarihi: 04.08.2024).
  • Kurniawati, M. A. (2022). Analysis of the impact of information communication technology on economic growth: empirical evidence from Asian countries. Journal of Asian Business and Economic Studies, 29(1), 2-18.
  • Latief, R., & Javeed, S. A. (2024). The Spatial Effects of Digital Economy on Sustainable Urban Economic Development in China. Sustainability, 16(20), 8973.
  • Li, M., Meng, M., & Chen, Y. (2024). The impact of the digital economy on green innovation: the moderating role of fiscal decentralization. Economic Change and Restructuring, 57(2), 37.
  • Li, S., & Tang, Y. (2024). The Impact of the Digital Economy on Carbon Emission Levels and Its Coupling Relationships: Empirical Evidence from China. Sustainability, 16(13), 5612. https://doi.org/10.3390/su16135612
  • Li, W., & Nadeem, M. (2024). Decarbonizing progress: Exploring the nexus of renewable energy, digital economy, and economic development in South American countries. Heliyon, 10(13). https://doi.org/10.1016/j.heliyon.2024.e33446
  • Li, Y., Dai, J., & Cui, L. (2020). The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model. International Journal of Production Economics, 229, 107777. https://doi.org/10.1016/j.ijpe.2020.107777
  • Luo, K., Liu, Y., Chen, P. F., & Zeng, M. (2022). Assessing the impact of digital economy on green development efficiency in the Yangtze River Economic Belt. Energy Economics, 112, 106127. https://doi.org/10.1016/j.eneco.2022.106127.
  • Lyu, K., Yang, S., Zheng, K., & Zhang, Y. (2023). How does the digital economy affect carbon emission efficiency? Evidence from energy consumption and industrial value chain. Energies, 16(2), 761. https://doi.org/10.3390/en16020761
  • Ma, Q., Tariq, M., Mahmood, H., & Khan, Z. (2022). The nexus between digital economy and carbon dioxide emissions in China: The moderating role of investments in research and development. Technology in Society, 68, 101910. https://doi.org/10.1016/j.techsoc.2022.101910.
  • Magoutas, A. I., Chaideftou, M., Skandali, D., & Chountalas, P. T. (2024). Digital Progression and Economic Growth: Analyzing the Impact of ICT Advancements on the GDP of European Union Countries. Economies, 12(3), 63.
  • Mesenbourg, T. L. (2001). Measuring the digital economy. US Bureau of the Census, 1(1).
  • Mohsin, M., Phoumin, H., Youn, I. J., & Taghizadeh-Hesary, F. (2021). Enhancing energy and environmental efficiency in the power sectors: a case study of Singapore and China. Journal of Environmental Assessment Policy and Management, 23(03n04), 2250018. https://doi.org/10.1142/S1464333222500181
  • Moskalyk, R.Y ve Balashova, V.A. (2024). Economic Growth Model: The Role of Digitalization. Academy Review, 2(61), 55-69.
  • Moyer, J. D., & Hughes, B. B. (2012). ICTs: do they contribute to increased carbon emissions?. Technological Forecasting and Social Change, 79(5), 919-931.
  • Mura, P. O., & Donath, L. E. (2023). Digitalisation and economic growth in the European Union. Electronics, 12(7), 1718.
  • Narayan, P. K. (2005). The saving and investment nexus for China: evidence from cointegration tests. Applied economics, 37(17), 1979-1990.
  • Nguyen, T. T., Pham, T. A. T., & Tram, H. T. X. (2020). Role of information and communication technologies and innovation in driving carbon emissions and economic growth in selected G-20 countries. Journal of environmental management, 261, 110162. https://doi.org/10.1016/j.jenvman.2020.110162
  • Novikova, N. V., & Strogonova, E. V. (2020). Regional aspects of studying the digital economy in the system of economic growth drivers. Journal of new economy, 21(2), 76-93.
  • Patra, B., & Sethi, N. (2024). Does digital payment induce economic growth in emerging economies? The mediating role of institutional quality, consumption expenditure, and bank credit. Information Technology for Development, 30(1), 57-75.
  • Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of applied econometrics, 16(3), 289-326.
  • Pradhan, R. P., Arvin, M. B., Nair, M., Bennett, S. E., & Bahmani, S. (2019). Short-term and long-term dynamics of venture capital and economic growth in a digital economy: A study of European countries. Technology in
  • Sam, C. Y., McNown, R., ve Goh, S. K. (2019). An augmented autoregressive distributed lag bounds test for cointegration, Economic Modelling, 80, 130-141. https://doi.org/10.1016/j.econmod.2018.11.001
  • Sheikh, M. R., Ijaz-Ur-Rehman, S. B., Tariq, M., & Khalid, S. (2021). Digital Transformation Corruption and Economic Growth Nexus in Asian Countries. International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 12(6), 1-12.
  • Solarin, S. A. (2019). Modelling the relationship between financing by Islamic banking system and environmental quality: evidence from bootstrap autoregressive distributive lag with Fourier terms. Quality & quantity, 53(6), 2867-2884.
  • Solow, R. M. (1956). A contribution to the theory of economic growth. The quarterly journal of economics, 70(1), 65-94.
  • Su, C. W., Xie, Y., Shahab, S., Faisal, C. M. N., Hafeez, M., & Qamri, G. M. (2021). Towards achieving sustainable development: role of technology innovation, technology adoption and CO2 emission for BRICS. International journal of environmental research and public health, 18(1), 277. https://doi.org/10.3390/ijerph18010277
  • Swan, T. W. (1956). Economic growth and capital accumulation. Economic record, 32(2), 334-361.
  • Tao, M., Poletti, S., Wen, L., Sheng, M. S., Wang, J., Wang, G., & Zheng, Y. (2023). Appraising the role of the digital economy in global decarbonization: A spatial non-linear perspective on globalization. Journal of Environmental Management, 347, 119170. https://doi.org/10.1016/j.jenvman.2023.119170
  • Török, L. (2024). The relationship between digital development and economic growth in the European Union. International Review of Applied Sciences and Engineering.
  • Truby, J. (2018). Decarbonizing Bitcoin: Law and policy choices for reducing the energy consumption of Blockchain technologies and digital currencies. Energy research & social science, 44, 399-410. https://doi.org/10.1016/j.erss.2018.06.009
  • Varlamova, J., & Kadochnikova, E. (2023). Modeling the spatial effects of digital data economy on regional economic growth: SAR, SEM and SAC models. Mathematics, 11(16), 3516.
  • Wang, F., Jin, M., Li, J., Zhang, Y., & Chen, J. (2022). Profound impact of economic openness and digital economy towards a sustainable development: A new look at RCEP economies. Sustainability, 14(21), 13922.
  • Wang, H., Wu, D., & Zeng, Y. (2023). Digital economy, market segmentation and carbon emission performance. Environment, Development and Sustainability, 1-25. https://doi.org/10.1007/s10668-023-03465-w
  • Wang, H., Yang, G., & Yue, Z. (2023). Breaking through ingrained beliefs: revisiting the impact of the digital economy on carbon emissions. Humanities and Social Sciences Communications, 10(1), 1-13. https://doi.org/10.1057/s41599-023-02126-7
  • Wang, J., Dong, K., Dong, X., & Taghizadeh-Hesary, F. (2022). Assessing the digital economy and its carbon-mitigation effects: The case of China. Energy Economics, 113, 106198.
  • Wang, J., Dong, X., & Dong, K. (2022). How digital industries affect China's carbon emissions? Analysis of the direct and indirect structural effects. Technology in Society, 68, 101911. https://doi.org/10.1016/j.techsoc.2022.101911
  • Wang, Q., Sun, J., Pata, U. K., Li, R., & Kartal, M. T. (2024). Digital economy and carbon dioxide emissions: examining the role of threshold variables. Geoscience Frontiers, 15(3), 101644. https://doi.org/10.1016/j.gsf.2023.101644.
  • Wang, X., & Li, J. (2023). Heterogeneous effect of digital economy on carbon emission reduction. Journal of Cleaner Production, 429, 139560. https://doi.org/10.1016/j.jclepro.2023.139560
  • Wang, X., & Zhong, M. (2023). Can digital economy reduce carbon emission intensity? Empirical evidence from China’s smart city pilot policies. Environmental Science and Pollution Research, 30(18), 51749-51769. https://doi.org/10.1007/s11356-023-26038-w
  • Wu, H. X., & Yu, C. (2022). The impact of the digital economy on China’s economic growth and productivity performance. China Economic Journal, 15(2), 153-170.
  • Yang, R., Chen, B., & Wu, J. (2023). Does digital economy curb carbon intensity? New insights from China. Environmental Science and Pollution Research, 30(59), 123214-123225.
  • Yang, Z., Gao, W., Han, Q., Qi, L., Cui, Y., & Chen, Y. (2022). Digitalization and carbon emissions: how does digital city construction affect China's carbon emission reduction?. Sustainable cities and society, 87, 104201.
  • Yi, M., Liu, Y., Sheng, M. S., & Wen, L. (2022). Effects of digital economy on carbon emission reduction: New evidence from China. Energy Policy, 171, 113271. https://doi.org/10.1016/j.enpol.2022.113271
  • Yousefi, A. (2011). The impact of information and communication technology on economic growth: Evidence from developed and developing countries. Economics of Innovation and New Technology, 20(6), 581-596.
  • Yu, B., Fang, D., Kleit, A. N., & Xiao, K. (2022). Exploring the driving mechanism and the evolution of the low‐carbon economy transition: lessons from OECD developed countries. The World Economy, 45(9), 2766-2795.
  • Yu, H., & Liu, H. (2024). Impact of digitization on carbon productivity: an empirical analysis of 136 countries. Scientific Reports, 14(1), 5094. https://doi.org/10.1038/s41598-024-55848-2
  • Zhang, L., Mu, R., Zhan, Y., Yu, J., Liu, L., Yu, Y., & Zhang, J. (2022). Digital economy, energy efficiency, and carbon emissions: Evidence from provincial panel data in China. Science of the Total Environment, 852, 158403.
  • Zhang, Q., Wu, P., Li, R., & Chen, A. (2024). Digital transformation and economic growth Efficiency improvement in the Digital media era: Digitalization of industry or Digital industrialization?. International Review of Economics & Finance, 92, 667-677.
  • Zhang, W., Liu, X., Wang, D., & Zhou, J. (2022). Digital economy and carbon emission performance: Evidence at China's city level. Energy Policy, 165, 112927. https://doi.org/10.1016/j.enpol.2022.112927
  • Zhang, Z., Ding, Z., Geng, Y., Pan, L., & Wang, C. (2023). The impact of digital economy on environmental quality: Evidence from China. Frontiers in Environmental Science, 11, 1120953.
  • Zhao, D., Lin, J., & Bashir, M. A. (2024). Analyze the effect of energy efficiency, natural resources, and the digital economy on ecological footprint in OCED countries: The mediating role of renewable energy. Resources Policy, 95, 105198. https://doi.org/10.1016/j.resourpol.2024.105198
  • Zheng, R., Wu, G., Cheng, Y., Liu, H., Wang, Y., & Wang, X. (2023). How does digitalization drive carbon emissions? The inverted U-shaped effect in China. Environmental Impact Assessment Review, 102, 107203. https://doi.org/10.1016/j.eiar.2023.107203
  • Zhou, X., Zhou, D., Zhao, Z., & Wang, Q. (2022). A framework to analyze carbon impacts of digital economy: The case of China. Sustainable Production and Consumption, 31, 357-369. https://doi.org/10.1016/j.spc.2022.03.002.
There are 79 citations in total.

Details

Primary Language English
Subjects Environment Policy, Policy and Administration (Other), Social Policy (Other)
Journal Section All Articles
Authors

Rahman Aydın 0000-0003-0440-7468

Publication Date July 15, 2025
Submission Date December 6, 2024
Acceptance Date May 26, 2025
Published in Issue Year 2025 Volume: 18 Issue: 4

Cite

APA Aydın, R. (2025). The Impact of Digital Economies on Carbon Emissions and Economic Growth in Türkiye: Evidence from the FA-ARDL. Kent Akademisi, 18(4), 2194-2213. https://doi.org/10.35674/kent.1597167

International Refereed and Indexed Journal of Urban Culture and Management | Kent Kültürü ve Yönetimi Uluslararası Hakemli İndeksli Dergi
Information, Communication, Culture, Art and Media Services (ICAM Network) | www.icamnetwork.net
Address: Ahmet Emin Fidan Culture and Research Center, Evkaf Neigh. No: 34 Fatsa Ordu
Tel: +90452 310 20 30 Faks: +90452 310 20 30 | E-Mail: (int): info@icamnetwork.net | (TR) bilgi@icamnetwork.net