Impact of Internet Use on Ecological Footprint: Panel Data Analysis for Fragile Five Countries (Brazil, India, Indonesia, South Africa, and Turkiye)
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fergul.ozgun@yeniyuzyil.edu.tr
Abstract
In addition to the views that claim that the development of information and communication technologies will result in less environmental pollution and better environmental quality, there are also views that claim that it will increase environmental pollution. In this study, the relationship between environmental quality and information and communication technologies for the 1995–2021 period for the Fragile Five countries was examined using the panel augmented autoregressive distributed lag (ARDL) bounds test method. Ecological footprint was used to represent environmental quality, and the proportion of individuals using the internet was used to represent developments in information and communication technologies. In addition, economic growth, energy consumption, and financial development are included in the model as explanatory variables. According to the results of this study, internet use reduces the ecological footprint in both the short and long run. While financial development reduces the ecological footprint in the long run, energy consumption increases both in the short and long run. Economic growth, on the other hand, increases the ecological footprint in the short run. In line with these results, expanding internet use in the Fragile Five Countries may increase environmental quality.
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References
ADDAI K., SERENER B., KIRIKKALELI D., 2022, Empirical analysis of the relationship among urbanization, eco-nomic growth, and ecological footprint: Evidence from Eastern Europe, Environmental Science and Pollution Research, 29(19), 27749-27760, https://doi.org/10.1007/s11356-021-17311-x. DOI: https://doi.org/10.1007/s11356-021-17311-x
AHMED Z., WANG Z., MAHMOOD F., HAFEEZ M., ALI N., 2019, Does Globalization Increase the Ecological Footprint? Empirical Evidence from Malaysia, Environmental Science and Pollution Research, 26: 18565-18582, https://doi.org/10.1007/s11356-019-05224-9. DOI: https://doi.org/10.1007/s11356-019-05224-9
AL-ANSI, A. M., GARAD, A., & AL-ANSI, A., 2021, ICT-Based Learning During Covid-19 Outbreak: Advantages, Opportunities and Challenges, Gagasan Pendidikan Indonesia, 2(1): 10-26, http://dx.doi.org/10.30870/gpi.v2i1.10176. DOI: https://doi.org/10.30870/gpi.v2i1.10176
AL-MULALI U., SHEAU-TING L., OZTURK I., 2015, The Global Move Toward Internet Shopping and Its Influence on Pollution: An Empirical Analysis, Environmental Science and Pollution Research, 22, 9717-9727. https://doi.org/10.1007/s11356-015-4142-2. DOI: https://doi.org/10.1007/s11356-015-4142-2
ANSARI M. A., HAIDER S., KUMAR P., KUMAR S., AKRAM V., 2022, Main Determinants for Ecological Foot-print: An Econometric Perspective from G20 Countries, Energy, Ecology and Environment, 7(3): 250-267, https://doi.org/10.1007/s40974-022-00240-x. DOI: https://doi.org/10.1007/s40974-022-00240-x
ASONGU S. A., LE ROUX S., BIEKPE N., 2017, Environmental Degradation, ICT, and Inclusive Development in Sub-Saharan Africa, Energy Policy, 111: 353-361, https://doi.org/10.1016/j.enpol.2017.09.049. DOI: https://doi.org/10.1016/j.enpol.2017.09.049
BALTAGI B. H., 2005, Econometric Analysis of Panel Data, 3rd Edition, John Wiley & Sons Inc.
BAYRAKTAR Y., EGRI T., YILDIZ F., 2016, A Causal Relationship Between Oil Prices Current Account Deficit, And Economic Growth: An Empirical Analysis from Fragile Five Countries, Ecoforum Journal, 5(3): 29-44.
BHUJABAL P., SETHI N., PADHAN P. C., 2021, ICT, Foreign Direct Investment, and Environmental Pollution in Major Asia Pacific Countries, Environmental Science and Pollution Research, 28(31): 42649-42669, https://doi.org/10.1007/s11356-021-13619-w. DOI: https://doi.org/10.1007/s11356-021-13619-w
BREUSCH T.S., PAGAN A.R., 1980, The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics, The Review of Economic Studies, 47(1): 239-253, https://doi.org/10.2307/2297111. DOI: https://doi.org/10.2307/2297111
CANBAY Ş., 2023, Analysis of the Relationships Between Agricultural Producer Protection and Macroeconomic Varia-bles in Fragile Five Countries by Bootstrap Panel Causality Test, Journal of Agricultural Sciences, 29(2): 380-394, https://doi.org/10.15832/ankutbd.1112584. DOI: https://doi.org/10.15832/ankutbd.1112584
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. DOI: https://doi.org/10.1016/j.rser.2023.113482
CHIEN F., ANWAR A., HSU C. C., SHARIF A., RAZZAQ A., SINHA, A., 2021, The Role of Information and Com-munication Technology in Encountering Environmental Degradation: Proposing an SDG Framework for the BRICS Countries, Technology in Society, 65: 101587, https://doi.org/10.1016/j.techsoc.2021.101587. DOI: https://doi.org/10.1016/j.techsoc.2021.101587
COSTANZA R., 2000, The Dynamics of the Ecological Footprint Concept, Ecological Economics, 32(3): 341-345. DOI: https://doi.org/10.1016/S0921-8009(99)00150-0
DASTRES, R., SOORI, M., 2021, The Role of Information and Communication Technology (ICT) in Environmental Protection, International Journal of Tomography and Simulation, 2021: ffhal-03359776f.
DESTEK M. A., MANGA M., 2021, Technological Innovation, Financialization, and Ecological Footprint: Evidence from BEM Economies, Environmental Science and Pollution Research, 28: 21991-22001, https://doi.org/10.1007/s11356-020-11845-2. DOI: https://doi.org/10.1007/s11356-020-11845-2
DRASTICHOVA, M., 2024, SWOT Analysis of the Sustainable Development Concept, Problemy Ekorozwoju/ Prob-lems of Sustainable Development, 19(1): 6-30, https://doi.org/10.35784/preko.5431. DOI: https://doi.org/10.35784/preko.5431
EHIGIAMUSOE K. U., LEAN H. H., MUSTAPHA M., RAMAKRISHNAN, S., 2023, Industrialization, Globaliza-tion, ICT, And Environmental Degradation in Malaysia: A Frequency Domain Analysis, Heliyon, 9: e20669, https://doi.org/10.1016/j.heliyon.2023.e20699. DOI: https://doi.org/10.1016/j.heliyon.2023.e20699
GLOBAL FOOTPRINT NETWORK (2024), https://data.footprintnetwork.org/#/.
HANSMANN R., MIEG H. A., FRISCHKNECHT P., 2012, Principal Sustainability Components: Empirical Analysis of Synergies between the Three Pillars of Sustainability, International Journal of Sustainable Development & World Ecology, 19(5): 451-459, https://doi.org/10.1080/13504509.2012.696220. DOI: https://doi.org/10.1080/13504509.2012.696220
HOLDEN E., 2004, Ecological Footprints and Sustainable Urban Form, Journal of Housing and the Built Environment, 19: 91-109, https://doi.org/10.1023/B:JOHO.0000017708.98013.cb. DOI: https://doi.org/10.1023/B:JOHO.0000017708.98013.cb
HIGON D. A., GHOLAMI, R., SHIRAZI, F., 2017, ICT and Environmental Sustainability: A Global Perspective. Telematics and Informatics, 34(4): 85-95, http://dx.doi.org/10.1016/j.tele.2017.01.001. DOI: https://doi.org/10.1016/j.tele.2017.01.001
HILTY L. M., ARNFALK P., ERDMANN L., GOODMAN J., LEHMANN M., WAGER P. A., 2006, The Relevance of Information and Communication Technologies for Environmental Sustainability – A Prospective Simulation Study, Environmental Modelling & Software, 21(11): 1618-1629, https://doi:10.1016/j.envsoft.2006.05.007. DOI: https://doi.org/10.1016/j.envsoft.2006.05.007
HOEKSTRA A. Y., 2009, Human Appropriation of Natural Capital: A Comparison of Ecological Footprint and Water Footprint Analysis, Ecological economics, 68(7): 1963-1974, https://doi:10.1016/j.ecolecon.2008.06.021. DOI: https://doi.org/10.1016/j.ecolecon.2008.06.021
JABAREEN Y., 2008, A New Conceptual Framework for Sustainable Development, Environment, Development and sustainability, 10: 179-192, https://doi.org/10.1007/s10668-006-9058-z. DOI: https://doi.org/10.1007/s10668-006-9058-z
JAVIDIAR A., EKAPUTRA I. A., 2019, The Dynamics of Exchange Rate and Stock Return Before and After the Fed Policy Normalization: Evidence from Fragile Five Countries, International Journal of Business Studies, 3(2): 54-63. DOI: https://doi.org/10.32924/ijbs.v3i2.63
JORGENSON A. K., CLARK B., 2011, Societies Consuming Nature: A Panel Study of the Ecological Footprints of Nations, 1960-2003, Social Science Research, 40(1): 226-244, https://doi.org/10.1016/j.ssresearch.2010.09.004. DOI: https://doi.org/10.1016/j.ssresearch.2010.09.004
KOLUPAIEVA I., SHEIKO I., POLOZOVA T., 2024, Digital Transformation in the Context of Sustainable Develop-ment of European Countries, Problemy Ekorozwoju/ Problems of Sustainable Developement, 19(1): 89-10, https://doi.org/10.35784/preko.5413. DOI: https://doi.org/10.35784/preko.5413
LEE Y. C., MALCEIN L. A., KIM S. C., 2021, Information and Communications Technology (ICT) Usage During COVID-19: Motivating Factors and Implications, International Journal of Environmental Research and Public Health, 18(7): 3571, https://doi.org/10.3390/ijerph18073571. DOI: https://doi.org/10.3390/ijerph18073571
MAHDAVI S., SOJOODI S., 2021, Impact of ICT on Environment, Preprint (Version 1), Research Square, https://doi.org/10.21203/rs.3.rs-1020622/v1. DOI: https://doi.org/10.21203/rs.3.rs-1020622/v1
MAJEED M.T., 2018, Information and Communication Technology (ICT) and Environmental Sustainability: A Compar-ative Empirical Analysis, Pakistan Journal of Commerce and Social Sciences (PJCSS), 12(3): 758-783.
MOFFATT I., 2000, Ecological Footprints and Sustainable Development, Ecological Economics, 32(3): 359-362. DOI: https://doi.org/10.1016/S0921-8009(99)00154-8
NAKHLE P., STAMOS I., PROIETTI P., SIRAGUSA A., 2024, Environmental Monitoring in European Regions Using the Sustainable Development Goals (SDG) Framework, Environmental and Sustainability Indicators, 21: 100332. DOI: https://doi.org/10.1016/j.indic.2023.100332
OKUR M., KOSE A., AKPINAR O. 2021, The Soundness of Financial Institutions in The Fragile Five Countries, International Journal of Business Research and Management (IJBRM), 12(3): 89-102.
OZPOLAT A., 2022, How Does Internet Use Affect Ecological Footprint? An Empirical Analysis for G7 Countries, Environment, Development and Sustainability, 24(11): 12833-12849, https://doi.org/10.1007/s10668-021-01967-z. DOI: https://doi.org/10.1007/s10668-021-01967-z
PARK Y., MENG F., BALOCH M.A., 2018, The Effect of ICT, Financial Development, Growth, and Trade Openness on CO2 Emissions: An Empirical Analysis, Environmental Science and Pollution Research, 25: 30708-30719, https://doi.org/10.1007/s11356-018-3108-6. DOI: https://doi.org/10.1007/s11356-018-3108-6
PESARAN M.H., SHIN Y., SMITH, R.P., 1999, Pooled Mean Group Estimation of Dynamic Heterogeneous Panels, Journal of the American Statistical Association, 94 (446): 621-634, https://doi.org/10.2307/2670182. DOI: https://doi.org/10.1080/01621459.1999.10474156
PESARAN M.H., 2007, A Simple Panel Unit Root Test in The Presence of Cross Section Dependence, Journal of Ap-plied Econometrics, 22(2): 265-312, https://doi.org/10.1002/jae.951. DOI: https://doi.org/10.1002/jae.951
PESARAN M.H., YAMAGATA, T., 2008, Testing Slope Homogeneity in Large Panels, Journal of Econometrics, 142(1): 50-93, https://doi.org/10.1016/j.jeconom.2007.05.010. DOI: https://doi.org/10.1016/j.jeconom.2007.05.010
RAIHAN A., 2023, Nexus Between Economy, Technology, and Ecological Footprint in China, Journal of Economy and Technology, 1, 94-107, https://doi.org/10.1016/j.ject.2023.09.003. DOI: https://doi.org/10.1016/j.ject.2023.09.003
ROUT S.K., GUPTA M., SAHOO M., 2022, The Role of Technological Innovation and Diffusion, Energy Consump-tion and Financial Development in Affecting Ecological Footprint in BRICS: An Empirical Analysis, Environmental Sci-ence and Pollution Research, 1-18, https://doi.org/10.1007/s11356-021-17734-6. DOI: https://doi.org/10.1007/s11356-021-17734-6
SALAHUDDIN M., ALAM K., OZTURK I., 2016, Is Rapid Growth in Internet Usage Environmentally Sustainable for Australia? An Empirical Investigation, Environmental Science and Pollution Research, 23: 4700-4713, https://doi.org/10.1007/s11356-015-5689-7. DOI: https://doi.org/10.1007/s11356-015-5689-7
STRIELKOWSKI W., FIRSOVA I., LUKASHENKO I., RAUDELIŪNIENĖ J., TVARONAVIČIENĖ M., 2021, Effective Management of Energy Consumption During the COVID-19 Pandemic: The Role of ICT Solutions, Energies, 14(4): 893, https://doi.org/10.3390/en14040893. DOI: https://doi.org/10.3390/en14040893
TOMISLAV K., 2018, The Concept of Sustainable Development: From its Beginning to the Contemporary Issues, Zagreb International Review of Economics & Business, 21(1): 67-94, https://doi.org/10.2478/zireb-2018-0005. DOI: https://doi.org/10.2478/zireb-2018-0005
UCAN O., OZTURK I., TURGUT E., 2023, Determinants of Ecological Footprint in BRICS Countries: A Panel Data Analysis, Environment, Development and Sustainability, 2023: 1-14, https://doi.org/10.1007/s10668-023-03755-3. DOI: https://doi.org/10.1007/s10668-023-03755-3
UNVER M., DOGRU B., 2015, The Determinants of Economic Fragility: Case of the Fragile Five Countries, Mediter-ranean Journal of Economic and Administrative Sciences, 31: 1-24.
WALIGORSKA H., JOZWIAK M., KOLEMBA A., 2023, Career Interest Preferences, Randomness of Study Program Choıce, and Competencıes Vs. Academıc Major Reselectıon. Scientific Papers of Silesian University of Technology, Organization & Management/Zeszyty Naukowe Politechniki Slaskiej. Seria Organizacji i Zarzadzanie, 179, https://doi.org/10.29119/1641-3466.2023.179.34. DOI: https://doi.org/10.29119/1641-3466.2023.179.34
WOJCICKA M., LĘSKI M., 2015, The Concept of Sustainable Development in the UN Activity, Collective Human Rights, 341-354.
WORLD BANK, 2024, Individuals using the Internet (% of population), https://data.worldbank.org/indicator/IT.NET.USER.ZS.
YANG S., FICHMAN P., ZHU X., SANFILIPPO M., LI S., FLEISCHMANN K. R., 2020, The Use of ICT During COVID‐19, Proceedings of the Association for Information Science and Technology, 57(1), e297, https://doi.org/10.1002/pra2.297. DOI: https://doi.org/10.1002/pra2.297
ZEESHAN Z.S., ZHILIN Q., MABROUK F., RAMIREZ-ASIS E., M ALZOUBI H., HISHAN S. S., MICHEL M., 2023, Empirical Linkages between ICT, Tourism, and Trade Towards Sustainable Environment: Evidence from BRICS Countries, Economic Research – Ekonomska istraživanja, 36(2), https://doi.org/10.1080/1331677X.2022.2127417. DOI: https://doi.org/10.1080/1331677X.2022.2127417
ZHANG S., CHEN K., 2023, Green Finance and Ecological Footprints: Natural Resources Perspective of China’s Growing Economy, Resources Policy, 85: 103898, https://doi.org/10.1016/j.resourpol.2023.103898. DOI: https://doi.org/10.1016/j.resourpol.2023.103898
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