Abstract
The main objective of this study is to examine the linkage between CO2 emissions, total factor productivity as a measure of income, information and communication technology (ICT), trade, financial development, and energy consumption in Tunisia from 1975 to 2014. To achieve this goal, the autoregressive distributed lag (ARDL) with the break point method is performed. The results demonstrate the rejection of the Kuznets environmental curve (EKC) hypothesis by obtaining a higher value of the long-term total factor productivity parameter compared to the short-term one. Moreover, our result shows an insignificant impact of ICT on CO2 emissions as a measure of pollution. In addition, trade, financial development, and energy consumption affect negatively the environmental quality. As a result, Tunisian policymakers should enhance the total factor productivity, expand the information and communication technology, further develop the financial sector, enhance the share of renewable energy consumption, and reduce the energy consumption resulting in import and export goods. These goals will be achieved by improving Tunisia’s technological and innovation capacity, enhancing the use of ICT in transport, building, and industry sectors considered as the most pollutant ones, and creating renewable energy projects.
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References
Abbasi F, Riaz K (2016) CO2 emissions and financial development in an emerging economy: an augmented VAR approach. Energy Policy 90:102–114
Abid M (2015) The close relationship between informal economic growth and carbon emissions in Tunisia since 1980: the (ir)relevance of structural breaks. Sustain Cites Soc 15:11–21
Adu DT, Denkyirah EK (2018) Economic growth and environmental pollution in West Africa: testing the environmental Kuznets curve hypothesis. Kasetsart J Soc Sci 1–8
Ahmed K, Shahbaz M, Kyophilavong P (2016) Revisiting the emissions-energy-trade nexus: evidence from the newly industrializing countries. Environ Sci Pollut Res 23:7676–7691
Alam MM, Murad MW, Noman AHM, Ozturk I (2016) Relationships among carbon emissions, economic growth, energy consumption and population growth: testing environmental Kuznets curve hypothesis for Brazil, China, India and Indonesia. Ecol Indic 70:466–479
Al-Mulali U, Saboori B, Ozturk I (2015) Investigating the environmental Kuznets curve hypothesis in Vietnam. Energy Policy 76:123–131
Al-Mulali U, Solarin SA, Ozturk I (2016) Investigating the presence of the environmental Kuznets curve (EKC) hypothesis in Kenya: an autoregressive distributed lag (ARDL) approach. Nat Hazards 80(3):1729–1747
Amri F (2017) Intercourse across economic growth, trade and renewable energy consumption in developing and developed countries. Renew Sustain Energy Rev 69:527–534
Antonakakis N, Chatziantoniou I, Filis G (2017) Energy consumption, CO2 emissions, and economic growth: an ethical dilemma. Renew Sustain Energy Rev 68:808–824
Apergis N (2016) Environmental Kuznets curves: new evidence on both panel and country-level CO2 emissions. Energy Econ 54:263–271
Apergis N, Ozturk I (2015) Testing environmental Kuznets curve hypothesis in Asian countries. Ecol Indic 52:16–22
Apergis N, Payne JE (2010) The emissions, energy consumption, and growth nexus: evidence from the commonwealth of independent states. Energy Policy 38:650–655
Arouri MEH, Youssef AB, M’henni H, Rault C (2012) Energy consumption, economic growth and CO2emissions in Middle East and North African countries. Energy Policy 45:342–349
Asongu SA (2018) ICT, openness and CO2 emissions in Africa. Environ Sci Pollut Res 25:9351–9359
Atesagaoglu OE, Elgin C, Oztunali O (2017) TFP growth in Turkey revisited: the effect of informal sector. Cent Bank Rev 17:11–17
Atici C (2009) Carbon emissions in Central and Eastern Europe: environmental Kuznets curve and implications for sustainable development. Sustain Dev 17:155–160
Baek J (2015) Environmental Kuznets curve for CO2 emissions: the case of Arctic countries. Energy Econ 50:13–17
Ben Jebli M, Ben Youssef S (2015) The environmental Kuznets curve, economic growth, renewable and non-renewable energy, and trade in Tunisia. Renew Sust Energy Rev 47:173–185
Ben Jebli M, Ben Youssef S, Ozturk I (2016) Testing environmental Kuznets curve hypothesis: the role of renewable and non-renewable energy consumption and trade in OECD countries. Ecol Indic 60:824–831
Ben Mbarek M, Saidi K, Rahman MM (2018) Renewable and non-renewable energy consumption, environmental degradation and economic growth in Tunisia. Qual Quant 52(3):1105–1119
Bölük G, Mert M (2015) The renewable energy, growth and environmental Kuznets curve in Turkey: an ARDL approach. Renew Sust Energy Rev 52:587–595
Boutabba MA (2014) The impact of financial development, income, energy and trade on carbon emissions: evidence from the Indian economy. Econ Model 40:33–41
Bouznit M, Pablo-Romero MDP (2016) CO2 emission and economic growth in Algeria. Energy Policy 96:93–104
Cantore N, Calì M, Velde DW (2016) Does energy efficiency improve technological change and economic growth in developing countries? Energy Policy 92:279–285
Chandran VGR, Tang CF (2013) The impacts of transport energy consumption, foreign direct investment and income on CO2emissions in ASEAN-5 economies. Renew Sustain Energy Rev 24:445–453
Changzheng Z, Jin K (2009) An empirical study on the relationship between educational equity and the quality of economic growth in China: 1978-2004. Procedia Soc Behav Sci 1:189–194
Chen W, Lei Y (2018) The impacts of renewable energy and technological innovation on environment-energy-growth nexus: new evidence from a panel quantile regression. Renew Energy 123:1–14
Dogan E, Seker F (2016) The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries. Renew Sust Energy Rev 60:1074–1085
Easterly W, Levine R (2001) It’s not factor accumulation: stylized facts and growth models. World Bank Econ Rev 15:177–219
Farhani S, Chaibi A, Rault C (2014) CO2 emissions, output, energy consumption, and trade in Tunisia. Econ Model 38:426–434
Farhani S, Ozturk I (2015) Causal relationship between CO2 emissions, real GDP, energy consumption, financial development, trade openness, and urbanization in Tunisia. Environ Sci Pollut Res 22:15663–15676
Farhani S, Shahbaz M (2014) What role of renewable and non-renewable electricity consumption and output is needed to initially mitigate CO2 emissions in MENA region? Renew Sustain Energy Rev 40:80–90
Fodha M, Zaghdoud O (2010) Economic growth and pollutant emissions in Tunisia: an empirical analysis of the environmental Kuznets curve. Energy Policy 38(2):1150–1156
Halicioglu F (2009) An econometric study of C02 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy 37:1156–1164
Higón D, Gholami R, Shirazi F (2017) ICT and environmental sustainability: a global perspective. Telematics Inform 34:85–95
Jalil A, Mahmud SF (2009) Environment Kuznets curve for CO2 emissions: a cointegration analysis for China. Energy Policy 37:5167–5172
Jaunky VC (2011) The CO2 emissions-income nexus: evidence from rich countries. Energy Policy 39(3):1228–1240
Kang YK, Zhao T, Yang YY (2016) Environmental Kuznets curve in China: new evidence from dynamic panel analysis. Ecol Indic 63:231–239
Kim DH, Huang HH, Lin SC (2011) Kuznets hypothesis in a panel of states. Contemp Econ Policy 29:250–260
Kohler M (2013) CO2 emissions, energy consumption, income and foreign trade: a South African perspective. Energy Policy 63:1042–1050
Lacheheb MS, Rahim ASA, Sirag A (2015) Economic growth and carbon dioxide emissions: investigating the environmental Kuznets curve hypothesis in Algeria. Int J Energy Econ Policy 5:1125–1132
Ladu M, Meleddu M (2014) Is there any relationship between energy and TFP (total factor productivity). A panel cointegration approach for Italian regions. Energy 75:560–567
Lau LS, Choong CK, Eng YK (2014) Carbon dioxide emission, institutional quality, and economic growth: empirical evidence in Malaysia. Renew Energy 68:276–281
Lean H, Smyth R (2010) CO2 emissions, electricity consumption and output in ASEAN. Appl Energy 87:1858–1864
Lee JW, Brahmasrene T (2014) ICT, CO2 emissions and economic growth: evidence from a panel of ASEAN. Glob Econ Rev 43:93–109
Li T, Wang Y, Zhao T (2016) Environmental Kuznets curve in China: new evidence from dynamic panel analysis. Energy Policy 91:138–147
Marrocu E, Paci R, Usai S (2013) Productivity growth in the old and new Europe: the role of agglomeration externalities. J Reg Sci 53(3):418–442
Miller S, Upadhyay M (2000) The effects of openness, trade orientation, and human capital on total factor productivity. J Dev Econ 63(2):399–423
Narayan PK, Narayan S (2010) Carbon dioxide emissions and economic growth: panel data evidence from developing countries. Energy Policy 38(1):661–666
Ozatac N, Gokmenoglu KK, Taspinar N (2017) Testing the EKC hypothesis by considering trade openness, urbanization, and financial development: the case of Turkey. Environ Sci Pollut Res 24(20):16690–16701
Ozcan B (2013) The nexus between carbon emissions, energy consumption and economic growth in Middle East countries: a panel data analysis. Energy Policy 62:1138–1147
Ozturk I, Al-Mulali U (2015) Investigating the validity of the environmental Kuznets curve hypothesis in Cambodia. Ecol Indic 57:324–330
Pao HT, Tsai CM (2011a) Modeling and forecasting the CO2 emissions, energy consumption, and economic growth in Brazil. Energy 36:2450–2458
Pao HT, Tsai CM (2011b) Multivariate granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): evidence from a panel of BRIC (Brazil, Russian Federation, India, and China) countries. Energy 36:685–693
Pao HT, Yu HC, Yang YH (2011) Modeling the CO2 emissions, energy use, and economic growth in Russia. Energy 36:5094–5100
Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Econ 16:289–326
Prescott EC (1998) Needed: a theory of total factor productivity. Int Econ Rev 39(3):525–551
Robalino-López A, García-Ramos JE, Golpe AA, Mena-Nieto Á (2014) System dynamics modelling and the environmental Kuznets curve in Ecuador (1980–2025). Energy Policy 67:923–931
Saboori B, Al-mulali U, Baba MB, Mohammed AB (2016) Oil-induced environmental Kuznets curve in organization of petroleum exporting countries (OPEC). Int J Green Energy 13:408–416
Senhadji A (2000) Sources of economic growth: an extensive growth accounting exercise. IMF Econ Rev 47:129–157
Shafiei S, Salim RA (2014) Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: a comparative analysis. Energy Policy 66:547–556
Shahbaz M, Mutascu M, Azim P (2013) Environmental Kuznets curve in Romania and the role of energy. Renew Sust Energy Rev 18:165–173
Shahbaz M, Sbia R, Hamdi H, Ozturk I (2014) Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates. Ecol Indic 45:622–631
Shahzad SJH, Kumar RR, Zakaria M, Hurr M (2017) Carbon emission, energy consumption, trade openness and financial development in Pakistan: a revisit. Renew Sust Energy Rev 70:185–192
Zambrano-Monserrate MA, Silva-Zambrano CA, Dávalos J, Zambrano-Monserrate A, Ruano MA (2018) Testing environmental Kuznets curve hypothesis in Peru: the role of renewable electricity, petroleum and dry natural gas. Renew Sust Energy Rev 82:4170–4178
Zhang C, Liu C (2015) The impact of ICT industry on CO2 emissions: a regional analysis in China. Renew Sust Energ Rev 44:12–19
Zhang S, Liu X, Bae J (2017) Does trade openness affect CO2 emissions: evidence from ten newly industrialized countries? Environ Sci Pollut Res 24:17616–17625
Zivot E, Andrews D (1992) Further evidence of great crash, the oil price shock and the unit root hypothesis. J Bus Econ Stat 10:251–270
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Amri, F. Carbon dioxide emissions, total factor productivity, ICT, trade, financial development, and energy consumption: testing environmental Kuznets curve hypothesis for Tunisia. Environ Sci Pollut Res 25, 33691–33701 (2018). https://doi.org/10.1007/s11356-018-3331-1
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DOI: https://doi.org/10.1007/s11356-018-3331-1