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Analysis of relationships between nanotechnology applications, mineral saving and ecological footprint: Evidence from panel fourier cointegration and causality tests

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  • Koç, Pınar
  • Gülmez, Ahmet

Abstract

Analyzing the relationship between nanotechnology applications, mineral saving, and environmental degradation is important to achieve sustainable development goals. However, in the literature, no study empirically examines the interaction among nanotechnology applications, mineral saving, and environmental degradation. This study addresses this significant gap in the literature by investigating the impacts of nanotechnology applications on mineral saving and the ecological footprint in 9 countries (Australia, Canada, China, France, Japan, Korea, Russia, Sweden, and the USA) in the period 1990–2017 using the combined panel fourier fractional cointegration and panel fractional fourier causality test. According to the causality test results based on group statistics, there is a Granger causality from nanotechnology applications to mineral saving. Also, there is causality from mineral saving to ecological footprint. The estimations of the causality based on individual statistics show no causality linkage between nanotechnology applications and mineral saving in the countries, excluding Australia and France. Canada, China, France, and Sweden are countries with unilateral causality from nanotechnology applications to ecological footprint. In the other countries, except China, Japan, and the USA, mineral saving doesn't Granger cause ecological footprint.

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  • Koç, Pınar & Gülmez, Ahmet, 2021. "Analysis of relationships between nanotechnology applications, mineral saving and ecological footprint: Evidence from panel fourier cointegration and causality tests," Resources Policy, Elsevier, vol. 74(C).
  • Handle: RePEc:eee:jrpoli:v:74:y:2021:i:c:s0301420721003822
    DOI: 10.1016/j.resourpol.2021.102373
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    as
    1. Christopoulos Dimitris K & Leon-Ledesma Miguel A., 2011. "International Output Convergence, Breaks, and Asymmetric Adjustment," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 15(3), pages 1-33, May.
    2. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    3. Bozoklu, Seref & Yilanci, Veli & Gorus, Muhammed Sehid, 2020. "Persistence in per capita energy consumption: A fractional integration approach with a Fourier function," Energy Economics, Elsevier, vol. 91(C).
    4. Sharif, Arshian & Baris-Tuzemen, Ozge & Uzuner, Gizem & Ozturk, Ilhan & Sinha, Avik, 2020. "Revisiting the role of renewable and non-renewable energy consumption on Turkey’s ecological footprint: Evidence from Quantile ARDL approach," MPRA Paper 100044, University Library of Munich, Germany.
    5. Abdin, Z. & Alim, M.A. & Saidur, R. & Islam, M.R. & Rashmi, W. & Mekhilef, S. & Wadi, A., 2013. "Solar energy harvesting with the application of nanotechnology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 26(C), pages 837-852.
    6. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    7. Gazi A. Uddin & Khorshed Alam & Jeff Gow, 2016. "Does Ecological Footprint Impede Economic Growth? An Empirical Analysis Based on the Environmental Kuznets Curve Hypothesis," Australian Economic Papers, Wiley Blackwell, vol. 55(3), pages 301-316, September.
    8. Destek, Mehmet & Sinha, Avik, 2020. "Renewable, non-renewable energy consumption, economic growth, trade openness and ecological footprint: Evidence from organisation for economic Co-operation and development countries," MPRA Paper 104246, University Library of Munich, Germany, revised 2020.
    9. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    10. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    11. Enders Walter & Jones Paul, 2016. "Grain prices, oil prices, and multiple smooth breaks in a VAR," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 20(4), pages 399-419, September.
    12. Muhammad Awais Baloch & Ilhan Ozturk & Festus Victor Bekun & Danish Khan, 2021. "Modeling the dynamic linkage between financial development, energy innovation, and environmental quality: Does globalization matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 176-184, January.
    13. Hussein, Ahmed Kadhim, 2015. "Applications of nanotechnology in renewable energies—A comprehensive overview and understanding," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 460-476.
    14. Syed Abdul Rehman Khan & Arshian Sharif & Hêriş Golpîra & Anil Kumar, 2019. "A green ideology in Asian emerging economies: From environmental policy and sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(6), pages 1063-1075, November.
    15. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    16. Rehman Khan, Syed Abdul & Qianli, Dong & SongBo, Wei & Zaman, Khalid & Zhang, Yu, 2017. "Travel and tourism competitiveness index: The impact of air transportation, railways transportation, travel and transport services on international inbound and outbound tourism," Journal of Air Transport Management, Elsevier, vol. 58(C), pages 125-134.
    17. Omay, Tolga & Emirmahmutoglu, Furkan & Denaux, Zulal S., 2017. "Nonlinear error correction based cointegration test in panel data," Economics Letters, Elsevier, vol. 157(C), pages 1-4.
    18. Muhammad Saqib & François Benhmad, 2020. "Does ecological footprint matter for the shape of the environmental Kuznets curve? Evidence from European countries," Post-Print hal-03515525, HAL.
    19. Veli Yilanci & Esra N. Kilci, 2021. "The Feldstein-Horioka puzzle for the Next Eleven countries: A panel data analysis with Fourier functions," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(3), pages 341-364, April.
    20. Charfeddine, Lanouar & Mrabet, Zouhair, 2017. "The impact of economic development and social-political factors on ecological footprint: A panel data analysis for 15 MENA countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 138-154.
    21. Serdar Ongan & Cem Isik & Dilek Ozdemir, 2021. "Economic growth and environmental degradation: evidence from the US case environmental Kuznets curve hypothesis with application of decomposition," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 10(1), pages 14-21, January.
    22. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    23. Zain Ul Abdin & Ahmed Rachid, 2021. "A Survey on Applications of Hybrid PV/T Panels," Energies, MDPI, vol. 14(4), pages 1-23, February.
    24. Everett, Tim & Ishwaran, Mallika & Ansaloni, Gian Paolo & Rubin, Alex, 2010. "Economic growth and the environment," MPRA Paper 23585, University Library of Munich, Germany.
    25. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    26. Marie-Sophie Hervieux & Olivier Darné, 2015. "Environmental Kuznets Curve and ecological footprint: A time series analysis," Economics Bulletin, AccessEcon, vol. 35(1), pages 814-826.
    27. Charfeddine, Lanouar, 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, Elsevier, vol. 65(C), pages 355-374.
    28. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    29. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    30. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    31. Selim J rgen Ergun & Maria Fernanda Rivas, 2020. "Testing the Environmental Kuznets Curve Hypothesis in Uruguay using Ecological Footprint as a Measure of Environmental Degradation," International Journal of Energy Economics and Policy, Econjournals, vol. 10(4), pages 473-485.
    32. Onur Sapci & Jason F. Shogren, 2018. "Environmental quality, human capital and growth," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 7(2), pages 184-203, April.
    33. Enders, Walter & Lee, Junsoo, 2012. "The flexible Fourier form and Dickey–Fuller type unit root tests," Economics Letters, Elsevier, vol. 117(1), pages 196-199.
    34. Hongbo Liu & Hanho Kim, 2018. "Ecological Footprint, Foreign Direct Investment, and Gross Domestic Production: Evidence of Belt & Road Initiative Countries," Sustainability, MDPI, vol. 10(10), pages 1-28, September.
    35. Omay, Tolga, 2015. "Fractional Frequency Flexible Fourier Form to approximate smooth breaks in unit root testing," Economics Letters, Elsevier, vol. 134(C), pages 123-126.
    36. Mehdi Ben Jebli & Slim Ben Youssef & Nicholas Apergis, 2019. "The dynamic linkage between renewable energy, tourism, CO2 emissions, economic growth, foreign direct investment, and trade," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-19, December.
    37. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Khan, Naveed R. & Mirza, Faisal Mehmood & Hou, Fujun & Kirmani, Syed Ali Ashiq, 2019. "The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    38. Serrano, Elena & Rus, Guillermo & García-Martínez, Javier, 2009. "Nanotechnology for sustainable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2373-2384, December.
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    2. Xu, Li & Wang, Xiuli & Wang, Lijun & Zhang, Di, 2022. "Does technological advancement impede ecological footprint level? The role of natural resources prices volatility, foreign direct investment and renewable energy in China," Resources Policy, Elsevier, vol. 76(C).

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