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From industrialization to dehumanization: understanding the deriving forces of environment and implications for sustainable development

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Abstract

Environment has detrimental effects on economic activity and human survival. Climate change is increasingly conducive to natural disasters, epidemics, social conflicts, food security, financial shocks, economic hardships, and life subsistence. In pursuit of this issue, this study empirically investigates the effects in outcome variable CO2 provoked by independent variables governance, technological innovation, renewable energy, economic growth, and economic policy uncertainty in APEC economies. The APEC region accounts for 60% of global emissions, 62% of world GDP, 48% of global trade and contribute 8.7% renewable energy annually. A dynamic panel PMG-ARDL model is applied under the assumption of maximum likelihood estimation with DH causality and CS-ARDL for the period of 1996–2020. Our empirical results confirm that governance, technology innovation, and transitional energy have significant and positive effect to mitigate CO2 emissions. The region needs to design policy mechanisms supportive to promote institutional quality, enhances transparency, ensure political stability and rule of law. It develops the infrastructure that ensures the adaptation of technology innovations, promotes green growth, improves energy efficiency, and implements carbon pricing mechanism. Economic policy uncertainty has insignificant and positive effects on environmental degradation. The findings show that governance, technological development, and transitional energy have an essential role to mitigate CO2 emissions and achieve sustainable development. Moreover, this study will be helpful in understanding the implications of SDGs and achieving specific targets such as (SDG-7: Clean energy sources) and (SDG-8: Sustainable development goal) based on the largest set of emitters APEC.

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References

  • Abbasi KR, Adedoyin FF (2021) Do energy use and economic policy uncertainty affect CO2 emissions in China? Empirical evidence from the dynamic ARDL simulation approach. Environ Sci Pollut Res 28:23323–23335

    CAS  Google Scholar 

  • Abid M (2016) Impact of economic, financial, and institutional factors on CO2 emissions: evidence from sub-Saharan Africa economies. Util Policy 41:85–94

    Google Scholar 

  • Adams S, Adedoyin F, Olaniran E, Bekun FV (2020) Energy consumption, economic policy uncertainty and carbon emissions; causality evidence from resource rich economies. Economic Analysis and Policy 68:179–190

    Google Scholar 

  • Adebayo TS, Ramzan M, Iqbal HA, Awosusi AA, Akinsola GD (2021) The environmental sustainability effects of financial development and urbanization in Latin American countries. Environ Sci Pollut Res 28(41):57983–57996

    Google Scholar 

  • Adedoyin FF, Zakari A (2020) Energy consumption, economic expansion, and CO2 emission in the UK: the role of economic policy uncertainty. Sci Total Environ 738:140014

    CAS  Google Scholar 

  • Ahmad M, Ahmed Z, Yang X, Hussain N, Sinha A (2022) Financial development and environmental degradation: do human capital and institutional quality make a difference? Gondwana Res 105:299–310. https://doi.org/10.1016/j.gr.2021.09.012

  • Anser MK, Apergis N, Syed QR (2021) Impact of economic policy uncertainty on CO 2 emissions: evidence from top ten carbon emitter countries. Environ Sci Pollut Res 28:29369–29378

    CAS  Google Scholar 

  • Baloch MA, Wang B (2019) Analyzing the role of governance in CO2 emissions mitigation: the BRICS experience. Struct Chang Econ Dyn 51:119–125

    Google Scholar 

  • Baloch MA, Mahmood N, Zhang JW (2019) Effect of natural resources, renewable energy and economic development on CO2 emissions in BRICS countries. Sci Total Environ 678:632–638

    Google Scholar 

  • Balsalobre-Lorente D, Driha OM, Bekun FV, Osundina OA (2019) Do agricultural activities induce carbon emissions? The BRICS experience. Environ Sci Pollut Res 26:25218–25234

    CAS  Google Scholar 

  • Bartlett MS (1950) Tests of significance in factor analysis. Br J Psychol 3:77–85

    Google Scholar 

  • Bosselmann K, Engel R, Taylor P (2008) Governance for sustainability: Issues, challenges, successes. IUCN

    Google Scholar 

  • Cai X, Zhu B, Zhang H, Li L, Xie M (2020) Can direct environmental regulation promote green technology innovation in heavily polluting industries? Evidence from Chinese listed companies. Sci Total Environ 746:140810

    CAS  Google Scholar 

  • Cheng C, Ren X, Wang Z, Yan C (2019) Heterogeneous impacts of renewable energy and environmental patents on CO2 emission-evidence from the BRIICS. Sci Total Environ 668:1328–1338

    CAS  Google Scholar 

  • Chiu C-L, Chang T-H (2009) What proportion of renewable energy supplies is needed to initially mitigate CO2 emissions in OECD member countries? Renew Sust Energ Rev 13(6-7):1669–1674

    CAS  Google Scholar 

  • Churchill SA, Inekwe J, Smyth R, Zhang X (2019) R&D intensity and carbon emissions in the G7: 1870–2014. Energy Econ 80:30–37

    Google Scholar 

  • Dai J, Ahmed Z, Pata UK, Ahmad M (2023) Achieving SDG-13 in the era of conflicts: the roles of economic growth and government stability. Eval Rev 47(6):1168–1192. https://doi.org/10.1177/0193841X231160626

    Article  Google Scholar 

  • Dogan E (2016) Analyzing the linkage between renewable and non-renewable energy consumption and economic growth by considering structural break in time-series data. Renew Energy 99:1126–1136

    Google Scholar 

  • Dogan E, Inglesi-Lotz R (2020) The impact of economic structure to the environmental Kuznets curve (EKC) hypothesis: evidence from European countries. Environ Sci Pollut Res 27:12717–12724

    Google Scholar 

  • Dogan E, Tzeremes P, Altinoz B (2020) Revisiting the nexus among carbon emissions, energy consumption and total factor productivity in African countries: new evidence from nonparametric quantile causality approach. Heliyon 6(3). https://doi.org/10.1016/j.heliyon.2020.e03566

  • Dogan E, Luni T, Majeed MT, Tzeremes P (2023) The nexus between global carbon and renewable energy sources: a step towards sustainability. J Clean Prod 416:137927

    Google Scholar 

  • Dong K, Dong X, Jiang Q (2020a) How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels. World Econ 43(6):1665–1698

    Google Scholar 

  • Dong K, Sun R, Jiang H, Zeng X (2018) CO2 emissions, economic growth, and the environmental Kuznets curve in China: what roles can nuclear energy and renewable energy play? J Clean Prod 196:51–63

    Google Scholar 

  • Dong Z, He Y, Wang H, Wang L (2020b) Is there a ripple effect in environmental regulation in China?–Evidence from the local-neighborhood green technology innovation perspective. Ecol Indic 118:106773

    Google Scholar 

  • Dumitrescu E-I, Hurlin C (2012) Testing for Granger non-causality in heterogeneous panels. Econ Model 29(4):1450–1460

    Google Scholar 

  • Erdoğan S, Yıldırım S, Yıldırım DÇ, Gedikli A (2020) The effects of innovation on sectoral carbon emissions: evidence from G20 countries. J Environ Manag 267:110637

    Google Scholar 

  • Faisal F, Sulaiman Y, Tursoy T (2019) Does an asymmetric nexus exist between financial deepening and natural resources for emerging economy? Evidence from multiple break cointegration test. Res Policy 64:101512

    Google Scholar 

  • Ferreira MA, Matos P (2008) The colors of investors’ money: the role of institutional investors around the world. J Financ Econ 88(3):499–533

    Google Scholar 

  • Friedman M (1937) The use of ranks to avoid the assumption of normality implicit in the analysis of variance. J Am Stat Assoc 32(200):675–701

    Google Scholar 

  • Gao D, Mo X, Duan K, Li Y (2022) Can green credit policy promote firms’ green innovation? Evid China Sustain 14(7):3911

    Google Scholar 

  • Gao D, Tan L, Mo X, Xiong R (2023a) Blue sky defense for carbon emission trading policies: a perspective on the spatial spillover effects of total factor carbon efficiency. Systems 11(8):382

    Google Scholar 

  • Gao D, Yan Z, Zhou X, Mo X (2023b) Smarter and prosperous: digital transformation and enterprise performance. Systems 11(7):329

    Google Scholar 

  • Gao D, Zhou X, Yan Z, Mo X (2023c) The impact of the resource-exhausted city program on manufacturing enterprises’ performance: a policy measures perspective. Systems 11(8):415

    Google Scholar 

  • Hashmi R, Alam K (2019) Dynamic relationship among environmental regulation, innovation, CO2 emissions, population, and economic growth in OECD countries: A panel investigation. J Clean Prod 231:1100–1109

    Google Scholar 

  • Hassan ST, Khan SU-D, Xia E, Fatima H (2020) Role of institutions in correcting environmental pollution: an empirical investigation. Sustain Cities Soc 53:101901

    Google Scholar 

  • Herrera-Echeverri H, Haar J, Estévez-Bretón JB (2014) Foreign direct investment, institutional quality, economic freedom and entrepreneurship in emerging markets. J Bus Res 67(9):1921–1932

    Google Scholar 

  • Hussain M, Dogan E (2021) The role of institutional quality and environment-related technologies in environmental degradation for BRICS. J Clean Prod 304:127059

    CAS  Google Scholar 

  • Hussain M, Mir GM, Usman M, Ye C, Mansoor S (2022) Analysing the role of environment-related technologies and carbon emissions in emerging economies: a step towards sustainable development. Environ Technol 43(3):367–375

    CAS  Google Scholar 

  • Jadhav P (2012) Determinants of foreign direct investment in BRICS economies: analysis of economic, institutional and political factor. Procedia Soc Behav Sci 37:5–14

    Google Scholar 

  • Jafri MAH, Liu H, Usman A, Khan QR (2021) Re-evaluating the asymmetric conventional energy and renewable energy consumption-economic growth nexus for Pakistan. Environ Sci Pollut Res 28:37435–37447

    Google Scholar 

  • Javorcik BS, Wei S-J (2009) Corruption and cross-border investment in emerging markets: Firm-level evidence. J Int Money Financ 28(4):605–624

    Google Scholar 

  • Jiang Y, Zhou Z, Liu C (2019) Does economic policy uncertainty matter for carbon emission? Evidence from US sector level data. Environ Sci Pollut Res 26:24380–24394

    CAS  Google Scholar 

  • Kaiser, H. F. (1970). A second generation little jiffy.

    Google Scholar 

  • Katircioglu S, Gokmenoglu KK, Eren BM (2018) Testing the role of tourism development in ecological footprint quality: evidence from top 10 tourist destinations. Environ Sci Pollut Res 25:33611–33619

    Google Scholar 

  • Khan I, Tan D, Hassan ST, Bilal. (2022) Role of alternative and nuclear energy in stimulating environmental sustainability: impact of government expenditures. Environ Sci Pollut Res 29(25):37894–37905

    Google Scholar 

  • Khan QR, Xinshu M, Qamri GM, Nawaz A (2023) From COVID to conflict: Understanding the deriving forces of environment and implications for natural resources. Res Policy 83:103700

    Google Scholar 

  • Ko J-H, Lee C-M (2015) International economic policy uncertainty and stock prices: Wavelet approach. Econ Lett 134:118–122

    Google Scholar 

  • Li G, Gao D, Shi XX (2023) How does information and communication technology affect carbon efficiency? Evidence at China’s city level Energy Environ. https://doi.org/10.1177/0958305X231156405

    Article  Google Scholar 

  • Lv S, Lv Y, Gao D, Liu L (2023) The path to green development: the impact of a carbon emissions trading scheme on enterprises’ environmental protection investments. Sustainability 15(16):12551

    Google Scholar 

  • Mehrabi N, Morstatter F, Saxena N, Lerman K, Galstyan A (2021) A survey on bias and fairness in machine learning. ACM Computing Surveys (CSUR) 54(6):1–35

    Google Scholar 

  • Miao C, Fang D, Sun L, Luo Q, Yu Q (2018) Driving effect of technology innovation on energy utilization efficiency in strategic emerging industries. J Clean Prod 170:1177–1184

    Google Scholar 

  • Murshed M, Tanha MM (2021) Oil price shocks and renewable energy transition: Empirical evidence from net oil-importing South Asian economies. Energy, Ecology and Environment 6(3):183–203

    Google Scholar 

  • Naseem S, Hu X, Shi J, Mohsin M, Jamil K (2023) Exploring the optical impact of information communication technology and economic growth on CO2 emission in BRICS countries. Optik 273:170339

    CAS  Google Scholar 

  • Nenavath S (2022) Impact of fintech and green finance on environmental quality protection in India: By applying the semi-parametric difference-in-differences (SDID). Renew Energy 193:913–919

    CAS  Google Scholar 

  • Omri A, Hadj TB (2020) Foreign investment and air pollution: do good governance and technological innovation matter? Environ Res 185:109469

    CAS  Google Scholar 

  • Pesaran, M. H. (2004). General diagonist tests for cross section dependence in panels.

    Google Scholar 

  • Pesaran MH, Yamagata T (2008) Testing slope homogeneity in large panels. J Econ 142(1):50–93

    Google Scholar 

  • Pesaran MH, Shin Y, Smith RP (1999) Pooled mean group estimation of dynamic heterogeneous panels. J Am Stat Assoc 94(446):621–634

    Google Scholar 

  • Petrović P, Lobanov MM (2020) The impact of R&D expenditures on CO2 emissions: evidence from sixteen OECD countries. J Clean Prod 248:119187

    Google Scholar 

  • Pirgaip B, Dinçergök B (2020) Economic policy uncertainty, energy consumption and carbon emissions in G7 countries: evidence from a panel Granger causality analysis. Environ Sci Pollut Res 27:30050–30066

    CAS  Google Scholar 

  • Qi S, Li Y (2017) Threshold effects of renewable energy consumption on economic growth under energy transformation. Chinese J Populat Resour Environment 15(4):312–321

    Google Scholar 

  • Rahman MM, Alam K, Velayutham E (2022) Reduction of CO2 emissions: The role of renewable energy, technological innovation and export quality. Energy Rep 8:2793–2805

    Google Scholar 

  • Raza SA, Shah N, Arif I (2021) Relationship between FDI and economic growth in the presence of good governance system: evidence from OECD Countries. Glob Bus Rev 22(6):1471–1489

    Google Scholar 

  • Sadiq M, Kannaiah D, Yahya Khan G, Shabbir MS, Bilal K, Zamir A (2023) Does sustainable environmental agenda matter? The role of globalization toward energy consumption, economic growth, and carbon dioxide emissions in South Asian countries. Environ Dev Sustain 25(1):76–95

    Google Scholar 

  • Safi A, Chen Y, Wahab S, Ali S, Yi X, Imran M (2021) Financial instability and consumption-based carbon emission in E-7 countries: the role of trade and economic growth. Sustainable Production and Consumption 27:383–391

    Google Scholar 

  • Sahinoz S, Erdogan Cosar E (2018) Economic policy uncertainty and economic activity in Turkey. Appl Econ Lett 25(21):1517–1520

    Google Scholar 

  • Salman M, Long X, Dauda L, Mensah CN (2019) The impact of institutional quality on economic growth and carbon emissions: evidence from Indonesia, South Korea and Thailand. J Clean Prod 241:118331

    Google Scholar 

  • Samimi AJ, Ahmadpour M, Ghaderi S (2012) Governance and environmental degradation in MENA region. Procedia Soc Behav Sci 62:503–507

    Google Scholar 

  • Shahbaz M, Sinha A (2019) Environmental Kuznets curve for CO2 emissions: a literature survey. J Econ Stud 46(1):106–168

    Google Scholar 

  • Shahbaz M, Sinha A, Raghutla C, Vo XV (2022a) Decomposing scale and technique effects of financial development and foreign direct investment on renewable energy consumption. Energy 238:121758

    Google Scholar 

  • Shahbaz M, Song M, Ahmad S, Vo XV (2022b) Does economic growth stimulate energy consumption? The role of human capital and R&D expenditures in China. Energy Econ 105:105662

    Google Scholar 

  • Tao R, Umar M, Naseer A, Razi U (2021) The dynamic effect of eco-innovation and environmental taxes on carbon neutrality target in emerging seven (E7) economies. J Environ Manag 299:113525

    Google Scholar 

  • Ulucak R (2020) The pathway toward pollution mitigation: does institutional quality make a difference? Bus Strateg Environ 29(8):3571–3583

    Google Scholar 

  • Ulucak R, Khan SU-D (2020) Determinants of the ecological footprint: role of renewable energy, natural resources, and urbanization. Sustain Cities Soc 54:101996

    Google Scholar 

  • Usman M, Hammar N (2021) Dynamic relationship between technological innovations, financial development, renewable energy, and ecological footprint: fresh insights based on the STIRPAT model for Asia Pacific Economic Cooperation countries. Environ Sci Pollut Res 28(12):15519–15536

    Google Scholar 

  • Wang Q, Qu J, Wang B, Wang P, Yang T (2019) Green technology innovation development in China in 1990–2015. Sci Total Environ 696:134008

    CAS  Google Scholar 

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

    Google Scholar 

  • Wu L, Adebayo TS, Yue X-G, Umut A (2023) The role of renewable energy consumption and financial development in environmental sustainability: implications for the Nordic Countries. International Journal of Sustainable Development & World Ecology 30(1):21–36

    CAS  Google Scholar 

  • Yamineva Y, Liu Z (2019) Cleaning the air, protecting the climate: Policy, legal and institutional nexus to reduce black carbon emissions in China. Environ Sci Pol 95:1–10

    Google Scholar 

  • Yang Q, Gao D, Song D, Li Y (2021) Environmental regulation, pollution reduction and green innovation: The case of the Chinese Water Ecological Civilization City Pilot policy. Econ Syst 45(4):100911

    Google Scholar 

  • Yuping L, Ramzan M, Xincheng L, Murshed M, Awosusi AA, BAH, S. I. and Adebayo, T. S. (2021) Determinants of carbon emissions in Argentina: the roles of renewable energy consumption and globalization. Energy Rep 7:4747–4760

    Google Scholar 

  • Zafar MW, Sinha A, Ahmed Z, Qin Q, Zaidi SAH (2021) Effects of biomass energy consumption on environmental quality: the role of education and technology in Asia-Pacific Economic Cooperation countries. Renew Sust Energ Rev 142:110868

    Google Scholar 

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  1. School of Economics, Beijing Technology and Business University, Beijing, China

    Qasim Raza Khan

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Khan, Q.R. From industrialization to dehumanization: understanding the deriving forces of environment and implications for sustainable development. Environ Sci Pollut Res 30, 123396–123411 (2023). https://doi.org/10.1007/s11356-023-30983-x

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