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Unemployment rate, clean energy, and ecological footprint in OECD countries

  • Applied Economics of Energy and Environment in Sustainability
  • Published:
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Abstract

OECD countries have encountered the challenges of improving the environmental sustainability while maintaining economic growth by not impairing employment. This study attempts to reexamine the environmental Kuznets curve (EKC) hypothesis by using ecological footprint as an indicator of environmental degradation. Besides, our study aims to test the validity of environmental Phillips curve (EPC) and role of clean energy on ecological footprint. Our data cover a panel of 36 OECD countries from 1995 to 2015. We adopt the second-generation panel unit root and cointegration test to account for the presence of cross-section dependence (CSD). Moreover, the long-run relationship is estimated using Common Correlated Effect Mean Group (CCEMG) and Augmented Mean Group (AMG) that are robust to CSD. Our findings reveal that the EKC hypothesis is not valid while EPC is confirmed in OECD countries. Though there is a trade-off between unemployment and environmental degradation in OECD countries, the development of new technologies, especially in the clean energy sector, could be a key factor contributing to sustainable growth and better environmental quality. Thus, it is recommended that OECD countries should focus on the development of innovative green technologies and strengthen the initiatives that promote renewable energy consumption.

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Notes

  1. If the ecosystem collapses, its structure and function would diminish and its size and extent would tend to shrink. Most importantly, a collapse in the ecological system may cause more than 50% loss in the global GDP (World Economic Forum, 2021).

  2. Proposed by Kashem and Rahman (2020a, b).

  3. It is because people in rich countries demand for more resources than citizens in the poor countries.

  4. As World Bank does not provide data for alternative and nuclear energy beyond 2015, our data period ends at 2015 to maintain a balanced panel.

  5. Neutrality hypothesis explains that energy conservation and demand management policies aimed at mitigating carbon emissions and energy consumption have no effect on GDP (Ozturk and Acaravci 2010; Payne 2011; Paramati et al. 2017; Ozcan and Ozturk 2019). This results in the decoupling of environmental demands from economic growth, particularly in those OECD countries that rely on agriculture or undergo the transition from agriculture to industry. This is owing to their smaller scale economy, and technological and compositional effects (Dinda 2004).

References

  • Acar S, Aşıcı AA (2017) Nature and economic growth in Turkey: what does ecological footprint imply? Middle East Development Journal 9(1):101–115

    Google Scholar 

  • Adesina KS, Mwamba JWM (2019) Does economic freedom matter for CO2 emissions? Lessons from Africa. J Dev Areas 53(3)

  • Ahmed K, Apergis N, Bhattacharya M, Paramati SR (2021) Electricity consumption in Australia: the role of clean energy in reducing CO2 emissions. Appl Econ 1–14

  • Al-Mulali U, Weng-Wai C, Sheau-Ting L, Mohammed AH (2015) Investigating the environmental Kuznets curve (EKC) hypothesis by utilizing the ecological footprint as an indicator of environmental degradation. Ecol Ind 48:315–323

    Google Scholar 

  • Ali S, Yusop Z, Kaliappan SR, Chin L (2020) Dynamic common correlated effects of trade openness, FDI, and institutional performance on environmental quality: evidence from OIC countries. Environ Sci Pollut Res 1–12

  • Altıntaş H, Kassouri Y (2020) Is the environmental Kuznets curve in Europe related to the per-capita ecological footprint or CO2 emissions? Ecol Indic 113

  • Ansari MA, Ahmad MR, Siddique S, Mansoor K (2020) An environment Kuznets curve for ecological footprint: evidence from GCC countries. Carbon Management 11(4):355–368

    CAS  Google Scholar 

  • Ansari MA, Haider S, Masood T (2021) Do renewable energy and globalization enhance ecological footprint: an analysis of top renewable energy countries? Environ Sci Pollut Res 28(6):6719–6732

    Google Scholar 

  • Anser MK, Apergis N, Syed QR, Alola AA (2021) Exploring a new perspective of sustainable development drive through environmental Phillips curve in the case of the BRICST countries. Environ Sci Pollut Res 1–11

  • Apergis N, Jebli M, Youssef S (2019) Does renewable energy consumption and health expenditures decrease carbon dioxide emissions? Evidence for sub-Saharan Africa countries. Renewable Energy 127:1011–1016

    Google Scholar 

  • Aşıcı AA, Acar S (2016) Does income growth relocate ecological footprint? Ecol Ind 61:707–714

    Google Scholar 

  • Bello MO, Solarin SA, Yen YY (2018) The impact of electricity consumption on CO2 emission, carbon footprint, water footprint and ecological footprint: the role of hydropower in an emerging economy. J Environ Manage 219:218–230

    Google Scholar 

  • Britannica (2021) Ecological footprint. Retrieved from https://www.britannica.com/science/ecological-footprint

  • Bond S, Eberhardt M (2009) Cross-section dependence in nonstationary panel models: a novel estimator. Paper Presented at the Nordic Econometrics Conference in Lund Sweden

  • Cai Y, Sam CY, Chang T (2018) Nexus between clean energy consumption, economic growth and CO2 emissions. J Clean Prod 182:1001–1011

    Google Scholar 

  • Caviglia-Harris JL, Chambers D, Kahn JR (2009) Taking the “U” out of Kuznets: a comprehensive analysis of the EKC and environmental degradation. Ecol Econ 68(4):1149–1159

    Google Scholar 

  • Charfeddine L, Mrabet Z (2017) The impact of economic development and social-political factors on ecological footprint: a panel data analysis for 15 MENA countries. Renew Sustain Energy Rev 76:138–154

    Google Scholar 

  • Chow GC, Li J (2014) Environmental Kuznets curve: conclusive econometric evidence for CO2. Pac Econ Rev 19(1):1–7

    Google Scholar 

  • Churchill SA, Inekwe J, Ivanovski K, Smyth R (2018) The environmental Kuznets curve in the OECD: 1870–2014. Energy Economics 75:389–399

    Google Scholar 

  • Danish, Ulucak R, Khan SUD (2020) Determinants of the ecological footprint: role of renewable energy, natural resources, and urbanization. Sustain Cities Soc 54

  • Destek MA, Aslan A (2020) Disaggregated renewable energy consumption and environmental pollution nexus in G-7 countries. Renewable Energy 151:1298–1306

    Google Scholar 

  • Destek MA, Ulucak R, Dogan E (2018) Analyzing the environmental Kuznets curve for the EU countries: the role of ecological footprint. Environ Sci Pollut Res 25(29):29387–29396

    Google Scholar 

  • Dinda S (2004) Environmental Kuznets curve hypothesis: a survey. Ecol Econ 49(4):431–455

    Google Scholar 

  • Dogan E, Ulucak R, Kocak E, & Isik C (2020) The use of ecological footprint in estimating the environmental Kuznets curve hypothesis for BRICST by considering cross-section dependence and heterogeneity. Sci Total Environ 723

  • Eberhardt M, Teal F (2011) Econometrics for grumblers: a new look at the literature on cross-country growth empirics. J Econ Surv 25(1):109–155

    Google Scholar 

  • Esteve V, Tamarit C (2012) Threshold cointegration and nonlinear adjustment between CO2 and income: the environmental Kuznets curve in Spain, 1857–2007. Energy Economics 34(6):2148–2156

    Google Scholar 

  • Hamit-Haggar M (2012) Greenhouse gas emissions, energy consumption and economic growth: a panel cointegration analysis from Canadian industrial sector perspective. Energy Economics 34(1):358–364

    Google Scholar 

  • Hastik R, Walzer C, Haida C, Garegnani G, Pezzutto S, Abegg B, Geitner C (2016) Using the “footprint” approach to examine the potentials and impacts of renewable energy sources in the European alps. Mt Res Dev 36(2):130–140

    Google Scholar 

  • IEA (2021) Energy subsidies: tracking the impact of fossil-fuel subsidies. Retrieved from https://www.iea.org/topics/energy-subsidies

  • International Energy Agency (2020) Renewables information: overview. Retrieved from https://www.iea.org/reports/renewables-information-overview

  • Go YH, Lau LS, Liew FM, Senadjki A (2021a) A transport environmental Kuznets curve analysis for Malaysia: exploring the role of corruption. Environ Sci Pollut Res 28(3):3421–3433

    CAS  Google Scholar 

  • Go YH, Lau LS, Ng CF, Yiew TH (2021b) Obesity Kuznets curve hypothesis and global warming: a robust estimation under cross-section dependence. Environ Sci Pollut Res 1–9

  • Kashem MA, Rahman MM (2020a) Environmental Phillips curve: OECD and Asian NICs perspective. Environ Sci Pollut Res

  • Kashem MA, Rahman MM (2020b) Answer to the letter to the editor on “Environmental Phillips Curve: OECD and Asian NICs Perspective.” Environ Sci Pollut Res 27(34):43412–43413

    Google Scholar 

  • Lau LS, Choong CK, Ng CF, Liew FM, Ching SL (2019) Is nuclear energy clean? Revisit of environmental Kuznets curve hypothesis in OECD countries. Econ Model 77:12–20

    Google Scholar 

  • Leal PH, Marques AC (2020) Rediscovering the EKC hypothesis for the 20 highest CO2 emitters among OECD countries by level of globalization. International Economics 164:36–47

    Google Scholar 

  • Mahjabeen, Shah SZA, Chughtai S, Simonetti B (2020) Renewable energy, institutional stability, environment and economic growth nexus of D-8 countries. Energy Strat Rev 29:100484

  • Maji IK (2019) Impact of clean energy and inclusive development on CO2 emissions in sub-Saharan Africa. J Clean Prod 240:118186

  • McBain B, Lenzen M, Wackernagel M, Albrecht G (2017) How long can global ecological overshoot last? Global Planet Change 155:13–19

    Google Scholar 

  • Menyah K, Wolde-Rufael Y (2010) CO2 emissions, nuclear energy, renewable energy and economic growth in the US. Energy Policy 38(6):2911–2915

    CAS  Google Scholar 

  • Mikayilov JI, Mukhtarov S, Mammadov J, Azizov M (2019) Re-evaluating the environmental impacts of tourism: does EKC exist? Environ Sci Pollut Res 26(19):19389–19402

    Google Scholar 

  • Mrabet Z, Alsamara M (2017) Testing the Kuznets curve hypothesis for Qatar: a comparison between carbon dioxide and ecological footprint. Renew Sustain Energy Rev 70:1366–1375

    CAS  Google Scholar 

  • Naqvi SAA, Shah SAR, Anwar S, Raza H (2021) Renewable energy, economic development, and ecological footprint nexus: fresh evidence of renewable energy environment Kuznets curve (RKC) from income groups. Environ Sci Pollut Res 28(2):2031–2051

    Google Scholar 

  • Ng CF, Choong CK, Ching SL, Lau LS (2019) The impact of electricity production from renewable and non-renewable sources on CO2 emissions: Evidence from OECD countries. Int J Bus Soc 20(1):365–382

    Google Scholar 

  • Ng CF, Choong CK, Lau LS (2020) Environmental Kuznets curve hypothesis: asymmetry analysis and robust estimation under cross-section dependence. Environ Sci Pollut Res 1–14

  • OECD (2021) Environment at a glance: climate change. Environment at a Glance: Indicators. Retrieved from www.oecd.org/environment/env-at-a-glance

  • Organization for Economic Cooperation and Development (2021) Environment. Retrieved from https://www.oecd.org/environment/

  • Organization for Economic Cooperation and Development (2020) Environment at a glance indicators. Retrieved from https://www.oecd.org/environment/environment-at-a-glance/Climate-Change-Archive-June-2020.pdf

  • Ozcan B, Ozturk I (2019) Renewable energy consumption-economic growth nexus in emerging countries: a bootstrap panel causality test. Renew Sustain Energy Rev 104:30–37

    Google Scholar 

  • Ozturk I, Acaravci A (2010) CO2 emissions, energy consumption and economic growth in Turkey. Renew Sustain Energy Rev 14:3220–3225

    Google Scholar 

  • Paramati SR, Sinha A, Dogan E (2017) The significance of renewable energy use for economic output and environmental protection: evidence from the Next 11 developing economies. Environ Sci Pollut Res 24:13546–13560

    CAS  Google Scholar 

  • Payne JE (2011) US disaggregate fossil fuel consumption and real GDP: An empirical note. Energy Sources Part B 6(1):63–68

    Google Scholar 

  • Pata UK, Caglar AE (2021) Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: evidence from augmented ARDL approach with a structural break. Energy, 216.

  • Pesaran MH (2004) General diagnostic tests for cross section dependence in panels.Cambridge Work. Pap. Econ. 0435. https://doi.org/10.17863/CAM.5113

  • Pesaran MH (2006) Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica 74(4):967–1012

    Google Scholar 

  • Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ 22(2):265–312

    Google Scholar 

  • Rayhan I (2020) Letter to “Environmental Phillips Curve: OECD and Asian NICs Perspective.” Environ Sci Pollut Res 27(34):43414–43415

    Google Scholar 

  • Rees WE (2000) Eco-footprint analysis: merits and brickbats. Ecol Econ 32(3):371–374

    Google Scholar 

  • Salahuddin M, Alam K, Ozturk I (2016) The effects of Internet usage and economic growth on CO2 emissions in OECD countries: a panel investigation. Renew Sustain Energy Rev 62:1226–1235

    Google Scholar 

  • Sarkodie SA, Ozturk I (2020) Investigating the environmental Kuznets curve hypothesis in Kenya: a multivariate analysis. Renew Sustain Energy Rev 117

  • Sharma R, Sinha A, Kautish P (2021) Does renewable energy consumption reduce ecological footprint? Evidence from eight developing countries of Asia. J Clean Prod 285

  • Sinha A, Shahbaz M, Balsalobre D (2017) Exploring the relationship between energy usage segregation and environmental degradation in N-11 countries. J Clean Prod 168:1217–1229

    Google Scholar 

  • Solarin SA (2019) Convergence in CO2 emissions, carbon footprint and ecological footprint: evidence from OECD countries. Environ Sci Pollut Res 26(6):6167–6181

    CAS  Google Scholar 

  • Tapaninen A, Seppänen M, Mäkinen S (2009) Characteristics of innovation in adopting a renewable residential energy system. J Syst Inf Technol 11(4):347–366

    Google Scholar 

  • Ummalla M, Goyari P (2021) The impact of clean energy consumption on economic growth and CO2 emissions in BRICS countries: does the environmental Kuznets curve exist? J Public Affairs 21(1):e2126

  • Ulucak R, Bilgili F (2018) A reinvestigation of EKC model by ecological footprint measurement for high, middle and low income countries. J Clean Prod 188:144–157

    Google Scholar 

  • Usman A, Ullah S, Ozturk I, Chishti MZ, Zafar SM (2020a) Analysis of asymmetries in the nexus among clean energy and environmental quality in Pakistan. Environ Sci Pollut Res 27(17):20736–20747

    Google Scholar 

  • Usman O, Akadiri SS, Adeshola I (2020b) Role of renewable energy and globalization on ecological footprint in the USA: implications for environmental sustainability. Environ Sci Pollut Res 27:30681–30693

    Google Scholar 

  • Wang KM (2012) Modelling the nonlinear relationship between CO2 emissions from oil and economic growth. Econ Model 29(5):1537–1547

    Google Scholar 

  • Wang Q, Li L (2021) The effects of population on aging, life expectancy, unemployment rate, population density, per capita GDP, urbanization on per capita carbon emissions. Sustainable Production and Consumption 28:760–774

    Google Scholar 

  • Westerlund J (2007) Testing for error correction in panel data. Oxf Bull Econ Stat 69(6):709–748

    Google Scholar 

  • Wiedmann T, Minx J, Barrett J, Wackernagel M (2006) Allocating ecological footprints to final consumption categories with input–output analysis. Ecol Econ 56(1):28–48

    Google Scholar 

  • World Economic Forum. (2021) One fifth of ecosystems is in danger of collapse. Retrieved from https://www.weforum.org/agenda/2020/11/ecosystems-nature-environment-collapse-climate-change/

  • World Wildlife Fund. (2021) Ecological footprint. Retrieved from https://wwf.panda.org/discover/knowledge_hub/all_publications/ecological_footprint2/?

  • Yii KJ, Geetha C (2017) The nexus between technology innovation and CO2 emissions in Malaysia: evidence from granger causality test. Energy Procedia 105:3118–3124

    Google Scholar 

  • Yilanci V, Gorus MS, Aydin M (2019) Are shocks to ecological footprint in OECD countries permanent or temporary? J Clean Prod 212:270–301

    Google Scholar 

  • Yilanci V, Pata UK (2020) Investigating the EKC hypothesis for China: the role of economic complexity on ecological footprint. Environ Sci Pollut Res 27:32683–32694

    Google Scholar 

  • Zhu Y, Wang Z, Yang J, Zhu L (2020) Does renewable energy technological innovation control China’s air pollution? A spatial analysis. J Clean Prod 250

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Cheong-Fatt Ng: data collection, econometric analysis, and result interpretation. Kwang-Jing Yii: data collection, result interpretation, conclusion of the paper, and editing. Lin-Sea Lau: introduction and literature review and editing. You-How Go: literature review, result interpretation and conclusion of the paper. All authors read and approved the final manuscript.

The data set used in this paper is from World Bank. It is available from the corresponding author on reasonable request.

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Correspondence to You-How Go.

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Ng, CF., Yii, KJ., Lau, LS. et al. Unemployment rate, clean energy, and ecological footprint in OECD countries. Environ Sci Pollut Res 30, 42863–42872 (2023). https://doi.org/10.1007/s11356-021-17966-6

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