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Journals / Alphanumeric Journal / 2022 / Cilt: 10 - Sayı: 2

The Impact of Economic Growth, Renewable Energy, Non-renewable Energy and Trade Openness on the Ecological Footprint and Forecasting in Turkiye: an Case of the ARDL and NMGM Forecasting Model

Özlem KARADAĞ ALBAYRAK
Samet TOPAL
Serhat ÇAMKAYA
Pages
139–154
Publication Date
2022-12-31
DOI
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

Another unique aspect of this study is the use of a gray estimation model, in which the variables that have been shown to have a significant short- and long-term relationship with ARDL are also included in the model.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:In this study, the effects of economic growth, renewable and non-renewable energy production and trade openness on ecological footprint for Turkey were investigated.
📊
Key Findings & Data:By using the annual data for the period 1980-2016, the short- and long-term relationship with the Autoregressive Distributed Lag Model (ARDL) was examined.
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Conclusion & Impact:Another unique aspect of this study is the use of a gray estimation model, in which the variables that have been shown to have a significant short- and long-term relationship with ARDL are also included in the model.
🔬Design:Modeling & Simulation
📍Scope:2016 Verileri
⚙️Variables:Ecological Footprint · ARDL · Gray Estimaiton

Abstract

In this study, the effects of economic growth, renewable and non-renewable energy production and trade openness on ecological footprint for Turkey were investigated. By using the annual data for the period 1980-2016, the short- and long-term relationship with the Autoregressive Distributed Lag Model (ARDL) was examined. In addition, a prediction model is presented with the Multivariate Gray Prediction Model (NMGM) method. According to the findings obtained from the ARDL model, economic growth, renewable and non-renewable energy production have a positive effect of 0.166, 0.1431 and 0.1118, respectively, on the ecological footprint in the long run. In the short run, economic growth, renewable energy production and non-renewable energy production has the same effect of 0.1941, 0.1673 and 0.1308 on the ecological footprint. In addition, no effect of trade openness on the ecological footprint has been detected, both in the long and short run. The originality of this study is to investigate the short- and long-term effects of economic growth and trade openness on the ecological footprint, in addition to the amount of renewable energy production and non-renewable energy production in Turkey, using the ARDL model. In addition, another originality of this study is a dynamic evaluation of the ecological footprint for Turkey and the determination of the impact values of the variables that affect the ecological footprint. ARIMA models, in which the dependent variable is estimated with its own past values, are generally used as estimation models. Likewise, univariate gray estimation models also make estimations with the dependent variable's own past values. Another unique aspect of this study is the use of a gray estimation model, in which the variables that have been shown to have a significant short- and long-term relationship with ARDL are also included in the model.

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Cite This Article

ALBAYRAK, Ö. K., TOPAL, S., ÇAMKAYA, S. (2022). The Impact of Economic Growth, Renewable Energy, Non-renewable Energy and Trade Openness on the Ecological Footprint and Forecasting in Turkiye: an Case of the ARDL and NMGM Forecasting Model. Alphanumeric Journal, Cilt: 10 - Sayı: 2, 139–154. https://ajindex.com/articles/874502

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References (11)

  1. Akarca, A. T. ve Long, T. V. (1980). “On the relationship between energy and GNP: a reexamination”, The Journal of Energy and Development, 5(2), 326-331.
  2. Akay, E. Ç., Abdieva, R. ve Oskonbaeva, Z. (2015). “Yenilenebilir Enerji Tüketimi, İktisadi Büyüme Ve Karbondioksit Emisyonu Arasındaki Nedensel İlişki: Orta Doğu Ve Kuzey Afrika Ülkeleri Örneği”, International Conference on Eurasian Economies. Çevre ve Enerji, Kazan, Rusya, 628-636.
  3. Al-Mulali, U., ve Ozturk, I. (2015). “The Effect Of Energy Consumption, Urbanization, Trade Openness, İndustrial Output, And The Political Stability On The Environmental Degradation in the MENA (Middle East and North African) Region”, Energy, 84, 382-389.
  4. Apergis, N., ve Payne, J. E. (2012). “Renewable and Non-Renewable Energy Consumption-Growth Nexus: Evidence From A Panel Error Correction Model”, Energy Economics, 34(3), 733-738.
  5. Apergis, N., Payne, J. E., Menyah, K. ve Wolde-Rufael, Y. (2010). “On The Causal Dynamics Between Emissions, Nuclear Energy, Renewable Energy and Economic Growth”, Ecological Economics, 69(11), 2255-2260.
  6. Borucke, M., Moore, D., Cranston, G., Gracey, K., Iha, K., Larson, J.,. ve Galli, A. (2013). “Accounting for Demand and Supply of The Biosphere's Regenerative Capacity: The National Footprint Accounts’ Underlying Methodology And Framework”, Ecological Indicators, 24, 518-533.
  7. Bulut, U. (2021). “Environmental Sustainability in Turkey: An Environmental Kuznets Curve Estimation For Ecological Footprint”, International Journal of Sustainable Development ve World Ecology, 28(3), 227-237.
  8. Chang, N. B., ve Tseng, C. C. (1999). “Optimal Evaluation of Expansion Alternatives for Existing Air Quality Monitoring Network by Grey Compromise Programing”, Journal of Environmental Management, 56(1), 61-77.
  9. Charfeddine, L. (2017). “The impact of energy consumption and economic development on ecological footprint and CO2 emissions: evidence from a Markov switching equilibrium correction model”, Energy Economics, 65, 355-374.
  10. Cole, M. A. (2004). “Trade, the Pollution Haven Hypothesis and the Environmental Kuznets Curve: Examining the Linkages”, Ecological Economics, 48(1), 71-81. Čuček, L., Klemeš, J. J., ve Kravanja, Z. (2012). “A Review Of Footprint Analysis Tools for Monitoring İmpacts on Sustainability”, Journal of Cleaner Production, 34, 9-20.
  11. Çetin, M., ve Sezen, S. (2018). “Türkiye'de Yenilenebilir Ve Yenilenemeyen Enerji Tüketimi, Ekonomik Büyüme Ve Karbondioksit Salınımı Arasındaki İlişki: Bir Svar (Yapıs