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An Ideology of Sustainability under Technological Revolution: Striving towards Sustainable Development

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  • Syed Abdul Rehman Khan

    (School of Management and Engineering, Xuzhou University of Technology, Xuzhou 221006, China
    Beijing Key Laboratory of Urban Spatial Information Engineering, Beijing 102616, China)

  • Ridwan Lanre Ibrahim

    (Department of Economics, University of Lagos, Lagos 100213, Nigeria)

  • Abul Quasem Al-Amin

    (Department of Geography and Environmental Management, Faculty of Environment, University of Waterloo, Waterloo, ON N2L 3G1, Canada)

  • Zhang Yu

    (School of Economics and Management, Chang’an University, Xi’an 710064, China
    Department of Business Administration, ILMA University, Karachi 75190, Pakistan)

Abstract

The recent decades have witnessed an unprecedented surge in global warming occasioned by human anthropogenic activities. The ensuing effects have brought devastating threats to human existence and the ecosystem, with the sustainability of the future generations highly uncertain. Resolving this pervasive issue requires evidence-based policy implications. To this end, this study contributes to the ongoing sustainable development advocacy by investigating the impacts of renewable energy and transport services on economic growth in Germany. The additional roles of digital technology, FDI, and carbon emissions are equally evaluated using data periods covering 1990 to 2020 within the autoregressive distributed lag (ARDL) framework. The results show the existence of cointegration among the variables. Additionally, renewable energy and transport services positively drive economic growth. Furthermore, economic growth is equally stimulated by other explanatory variables, such as digital technology and carbon emissions. These outcomes are robust for both the long-run and short-run periods. More so, departures in the long run are noted to heed to corrections at an average of 60% speed of adjustment. The estimated models are confirmed to be valid based on the outcomes of the postestimation tests. Policy implications that support the path to sustainability are highlighted based on the findings.

Suggested Citation

  • Syed Abdul Rehman Khan & Ridwan Lanre Ibrahim & Abul Quasem Al-Amin & Zhang Yu, 2022. "An Ideology of Sustainability under Technological Revolution: Striving towards Sustainable Development," Sustainability, MDPI, vol. 14(8), pages 1-21, April.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:8:p:4415-:d:788979
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    References listed on IDEAS

    as
    1. Ridwan Lanre Ibrahim & Omokanmi Olatunde Julius & Ifeoma Chinenye Nwokolo & Kazeem Bello Ajide, 2022. "The role of technology in the non-renewable energy consumption-quality of life nexus: insights from sub-Saharan African countries," Economic Change and Restructuring, Springer, vol. 55(1), pages 257-284, February.
    2. Zhang Shaohua & Farzan Yahya & Huy Pham & Muhammad Waqas, 2021. "Do Transparency and Anti-Monopoly Policies Matter for Financial Development? Evidence from a Panel ARDL-PMG Approach," Journal of Applied Economics, Taylor & Francis Journals, vol. 24(1), pages 1-16, January.
    3. Batool, Irem & Goldmann, Kathrin, 2021. "The role of public and private transport infrastructure capital in economic growth. Evidence from Pakistan," Research in Transportation Economics, Elsevier, vol. 88(C).
    4. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    5. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    6. den Elzen, Michel & Kuramochi, Takeshi & Höhne, Niklas & Cantzler, Jasmin & Esmeijer, Kendall & Fekete, Hanna & Fransen, Taryn & Keramidas, Kimon & Roelfsema, Mark & Sha, Fu & van Soest, Heleen & Vand, 2019. "Are the G20 economies making enough progress to meet their NDC targets?," Energy Policy, Elsevier, vol. 126(C), pages 238-250.
    7. Mohmand, Yasir Tariq & Mehmood, Fahad & Mughal, Khurrum Shahzad & Aslam, Faheem, 2021. "Investigating the causal relationship between transport infrastructure, economic growth and transport emissions in Pakistan," Research in Transportation Economics, Elsevier, vol. 88(C).
    8. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    9. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    10. Oosthuizen, Anna Maria & Inglesi-Lotz, Roula & Thopil, George Alex, 2022. "The relationship between renewable energy and retail electricity prices: Panel evidence from OECD countries," Energy, Elsevier, vol. 238(PB).
    11. Wang, Qiang & Wang, Lili, 2020. "Renewable energy consumption and economic growth in OECD countries: A nonlinear panel data analysis," Energy, Elsevier, vol. 207(C).
    12. Wang, Chao & Lim, Ming K. & Zhang, Xinyi & Zhao, Longfeng & Lee, Paul Tae-Woo, 2020. "Railway and road infrastructure in the Belt and Road Initiative countries: Estimating the impact of transport infrastructure on economic growth," Transportation Research Part A: Policy and Practice, Elsevier, vol. 134(C), pages 288-307.
    13. Nair, Mahendhiran & Arvin, Mak B. & Pradhan, Rudra P. & Bahmani, Sahar, 2021. "Is higher economic growth possible through better institutional quality and a lower carbon footprint? Evidence from developing countries," Renewable Energy, Elsevier, vol. 167(C), pages 132-145.
    14. Dogan, Eyup & Altinoz, Buket & Madaleno, Mara & Taskin, Dilvin, 2020. "The impact of renewable energy consumption to economic growth: A replication and extension of Inglesi-Lotz (2016)," Energy Economics, Elsevier, vol. 90(C).
    15. Luqman, Muhammad & Ahmad, Najid & Bakhsh, Khuda, 2019. "Nuclear energy, renewable energy and economic growth in Pakistan: Evidence from non-linear autoregressive distributed lag model," Renewable Energy, Elsevier, vol. 139(C), pages 1299-1309.
    16. Rahman, Mohammad Mafizur & Velayutham, Eswaran, 2020. "Renewable and non-renewable energy consumption-economic growth nexus: New evidence from South Asia," Renewable Energy, Elsevier, vol. 147(P1), pages 399-408.
    17. Anyu Chen & Yueran Li & Kunhui Ye & Tianyi Nie & Rui Liu, 2021. "Does Transport Infrastructure Inequality Matter for Economic Growth? Evidence from China," Land, MDPI, vol. 10(8), pages 1-21, August.
    18. Congliang Wu & Ning Zhang & Liwen Xu, 2021. "Travelers on the Railway: An Economic Growth Model of the Effects of Railway Transportation Infrastructure on Consumption and Sustainable Economic Growth," Sustainability, MDPI, vol. 13(12), pages 1-18, June.
    19. Khan, Syed Abdul Rehman & Yu, Zhang & Sharif, Arshian, 2021. "No Silver Bullet for De-carbonization: Preparing for Tomorrow, Today," Resources Policy, Elsevier, vol. 71(C).
    20. Fu, Xiaolan & Emes, David & Hou, Jun, 2021. "Multinational enterprises and structural transformation in emerging and developing countries: A survey of the literature," International Business Review, Elsevier, vol. 30(2).
    21. Inglesi-Lotz, Roula, 2016. "The impact of renewable energy consumption to economic growth: A panel data application," Energy Economics, Elsevier, vol. 53(C), pages 58-63.
    22. Md. Qamruzzaman & Wei Jianguo & Sharmin Jahan & Zhu Yingjun, 2021. "Financial innovation, human capital development, and economic growth of selected South Asian countries: An application of ARDL approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4032-4053, July.
    23. Sofien Tiba & Fateh Belaid, 2021. "Modeling The Nexus Between Sustainable Development And Renewable Energy: The African Perspectives," Journal of Economic Surveys, Wiley Blackwell, vol. 35(1), pages 307-329, February.
    24. Menegaki, Angeliki N., 2011. "Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis," Energy Economics, Elsevier, vol. 33(2), pages 257-263, March.
    25. Doytch, Nadia & Narayan, Seema, 2021. "Does transitioning towards renewable energy accelerate economic growth? An analysis of sectoral growth for a dynamic panel of countries," Energy, Elsevier, vol. 235(C).
    26. Cascetta, Ennio & Cartenì, Armando & Henke, Ilaria & Pagliara, Francesca, 2020. "Economic growth, transport accessibility and regional equity impacts of high-speed railways in Italy: ten years ex post evaluation and future perspectives," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 412-428.
    27. Akram, Rabia & Chen, Fuzhong & Khalid, Fahad & Huang, Guanhua & Irfan, Muhammad, 2021. "Heterogeneous effects of energy efficiency and renewable energy on economic growth of BRICS countries: A fixed effect panel quantile regression analysis," Energy, Elsevier, vol. 215(PB).
    28. Shahzad, Umer & Lv, Yulan & Doğan, Buhari & Xia, Wanjun, 2021. "Unveiling the heterogeneous impacts of export product diversification on renewable energy consumption: New evidence from G-7 and E-7 countries," Renewable Energy, Elsevier, vol. 164(C), pages 1457-1470.
    29. Muhammad Uzair Ali & Zhimin Gong & Muhammad Ubaid Ali & Xiong Wu & Chen Yao, 2021. "Fossil energy consumption, economic development, inward FDI impact on CO2 emissions in Pakistan: Testing EKC hypothesis through ARDL model," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3210-3221, July.
    30. Sadorsky, Perry, 2009. "Renewable energy consumption and income in emerging economies," Energy Policy, Elsevier, vol. 37(10), pages 4021-4028, October.
    31. Danish I. Godil & Zhang Yu & Arshian Sharif & Rimsha Usman & Syed Abdul Rehman Khan, 2021. "Investigate the role of technology innovation and renewable energy in reducing transport sector CO2 emission in China: A path toward sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 694-707, July.
    32. Wang, Hui & Han, Jiaying & Su, Min & Wan, Shulin & Zhang, Zhenchao, 2021. "The relationship between freight transport and economic development: A case study of China," Research in Transportation Economics, Elsevier, vol. 85(C).
    33. Rob Van Tulder & Suzana B. Rodrigues & Hafiz Mirza & Kathleen Sexsmith, 2021. "The UN’s Sustainable Development Goals: Can multinational enterprises lead the Decade of Action?," Journal of International Business Policy, Palgrave Macmillan, vol. 4(1), pages 1-21, March.
    34. Anwar, Ahsan & Siddique, Muhammad & Eyup Dogan, & Sharif, Arshian, 2021. "The moderating role of renewable and non-renewable energy in environment-income nexus for ASEAN countries: Evidence from Method of Moments Quantile Regression," Renewable Energy, Elsevier, vol. 164(C), pages 956-967.
    35. Cristina I. Fernandes & Pedro Mota Veiga & João J.M. Ferreira & Mathew Hughes, 2021. "Green growth versus economic growth: Do sustainable technology transfer and innovations lead to an imperfect choice?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2021-2037, May.
    36. Ajide, Kazeem & Ridwan, Ibrahim, 2018. "Energy consumption, environmental contaminants, and economic growth: The G8 experience," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 51, pages 58-83.
    37. Sharif, Arshian & Shahbaz, Muhammad & Hille, Erik, 2019. "The Transportation-growth nexus in USA: Fresh insights from pre-post global crisis period," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 108-121.
    38. Fırat Emir & Festus Victor Bekun, 2019. "Energy intensity, carbon emissions, renewable energy, and economic growth nexus: New insights from Romania," Energy & Environment, , vol. 30(3), pages 427-443, May.
    39. Assi, Ala Fathi & Zhakanova Isiksal, Aliya & Tursoy, Turgut, 2021. "Renewable energy consumption, financial development, environmental pollution, and innovations in the ASEAN + 3 group: Evidence from (P-ARDL) model," Renewable Energy, Elsevier, vol. 165(P1), pages 689-700.
    40. Jolanta Zieziula & Marta Niewiadomska, 2021. "Location factors of e-commerce distribution centers in Zachodniopomorskie Vivodeship based on the example of a selected company," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 9(1), pages 37-51, September.
    41. Razzaq, Asif & An, Hui & Delpachitra, Sarath, 2021. "Does technology gap increase FDI spillovers on productivity growth? Evidence from Chinese outward FDI in Belt and Road host countries," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    42. Ozcan, Burcu & Ozturk, Ilhan, 2019. "Renewable energy consumption-economic growth nexus in emerging countries: A bootstrap panel causality test," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 30-37.
    43. Solangi, Yasir Ahmed & Longsheng, Cheng & Shah, Syed Ahsan Ali, 2021. "Assessing and overcoming the renewable energy barriers for sustainable development in Pakistan: An integrated AHP and fuzzy TOPSIS approach," Renewable Energy, Elsevier, vol. 173(C), pages 209-222.
    44. Li, Guangchen & Wei, Weixian, 2021. "Financial development, openness, innovation, carbon emissions, and economic growth in China," Energy Economics, Elsevier, vol. 97(C).
    45. Bruzzone, Francesco & Cavallaro, Federico & Nocera, Silvio, 2021. "The integration of passenger and freight transport for first-last mile operations," Transport Policy, Elsevier, vol. 100(C), pages 31-48.
    46. Fan, Weiyang & Hao, Yu, 2020. "An empirical research on the relationship amongst renewable energy consumption, economic growth and foreign direct investment in China," Renewable Energy, Elsevier, vol. 146(C), pages 598-609.
    47. Saidi, Samir & Shahbaz, Muhammad & Akhtar, Pervaiz, 2018. "The long-run relationships between transport energy consumption, transport infrastructure, and economic growth in MENA countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 78-95.
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