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Investigating the role of the tech industry, renewable energy, and urbanization in sustainable environment: Policy directions in the context of developing economies

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  • Rasool, Samma Faiz
  • Zaman, Shah
  • Jehan, Noor
  • Chin, Tachia
  • Khan, Saleem
  • Zaman, Qamar uz

Abstract

This paper investigates environmental sustainability by examining the impact of the tech industry, renewable energy, and urbanization environmental degradation in a developing country such as China. This study mainly relates to China for the period 1991 to 2015. Our findings may be extrapolated to other developing countries. We employ several econometric techniques, such as the augmented Dickey-Fuller, the Zivot-Andrew unit root test, autoregressive distributive lags, fully modified ordinary least squares, and canonical cointegrating regression tests, to draw our empirical inferences. Our findings show that there is a significant inverse connection between the tech industry, renewable energy consumption, urbanization, and environmental degradation in China. This negative connection indicates that adding value in the tech industry, increasing the share of renewable energy consumption, and increased urbanization can help reduce environmental degradation. The outcomes of this study suggest some useful policy implications. First, national- and local-level governments should establish specific budgets to promote the use of renewable energy in high-tech industries. Second, policymakers should develop strict policies to increase spending on technological and green innovations. Third, governments should build new smart cities equipped with the latest advanced technologies to encourage more people to move from less developed to highly developed regions.

Suggested Citation

  • Rasool, Samma Faiz & Zaman, Shah & Jehan, Noor & Chin, Tachia & Khan, Saleem & Zaman, Qamar uz, 2022. "Investigating the role of the tech industry, renewable energy, and urbanization in sustainable environment: Policy directions in the context of developing economies," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    • Handle: RePEc:eee:tefoso:v:183:y:2022:i:c:s0040162522004565
    DOI: 10.1016/j.techfore.2022.121935
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    as
    1. Grübler, Arnulf & Fujii, Yasumasa, 1991. "Inter-generational and spatial equity issues of carbon accounts," Energy, Elsevier, vol. 16(11), pages 1397-1416.
    2. Martínez-Zarzoso, Inmaculada & Maruotti, Antonello, 2011. "The impact of urbanization on CO2 emissions: Evidence from developing countries," Ecological Economics, Elsevier, vol. 70(7), pages 1344-1353, May.
    3. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    4. Waldman, Donald M., 1983. "A note on algebraic equivalence of White's test and a variation of the Godfrey/Breusch-Pagan test for heteroscedasticity," Economics Letters, Elsevier, vol. 13(2-3), pages 197-200.
    5. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    6. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    7. 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.
    8. Elzen, Michel den & Fekete, Hanna & Höhne, Niklas & Admiraal, Annemiek & Forsell, Nicklas & Hof, Andries F. & Olivier, Jos G.J. & Roelfsema, Mark & van Soest, Heleen, 2016. "Greenhouse gas emissions from current and enhanced policies of China until 2030: Can emissions peak before 2030?," Energy Policy, Elsevier, vol. 89(C), pages 224-236.
    9. Han, Hsiang-Ling, 1996. "Small Sample Properties of Canonical Cointegrating Regressions," Empirical Economics, Springer, vol. 21(2), pages 235-253.
    10. Ang, James B., 2009. "CO2 emissions, research and technology transfer in China," Ecological Economics, Elsevier, vol. 68(10), pages 2658-2665, August.
    11. Dincer, Ibrahim, 2000. "Renewable energy and sustainable development: a crucial review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 4(2), pages 157-175, June.
    12. Xu, Bin & Lin, Boqiang, 2016. "Regional differences in the CO2 emissions of China's iron and steel industry: Regional heterogeneity," Energy Policy, Elsevier, vol. 88(C), pages 422-434.
    13. Xiangrong Ma & Jianping Ge & Wei Wang, 2017. "The relationship between urbanization, income growth and carbon dioxide emissions and the policy implications for China: a cointegrated vector error correction (VEC) analysis," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 87(2), pages 1017-1033, June.
    14. Wang, Yuan & Li, Li & Kubota, Jumpei & Han, Rong & Zhu, Xiaodong & Lu, Genfa, 2016. "Does urbanization lead to more carbon emission? Evidence from a panel of BRICS countries," Applied Energy, Elsevier, vol. 168(C), pages 375-380.
    15. Zaman, Shah & Wang, Zilong & Rasool, Samma Faiz & Zaman, Qamar uz & Raza, Hamid, 2022. "Impact of critical success factors and supportive leadership on sustainable success of renewable energy projects: Empirical evidence from Pakistan," Energy Policy, Elsevier, vol. 162(C).
    16. Yiming Wei & Hsien-Tang Tsai & Chuan-Hong Chen (ed.), 2004. "China’s Energy Economics and Sustainable Development in the 21st Century," CEEP-BIT Books, Center for Energy and Environmental Policy Research (CEEP), Beijing Institute of Technology, number b8, december.
    17. Sahar Azarkamand & Chris Wooldridge & R. M. Darbra, 2020. "Review of Initiatives and Methodologies to Reduce CO 2 Emissions and Climate Change Effects in Ports," IJERPH, MDPI, vol. 17(11), pages 1-17, May.
    18. Liu, Xiaolu & Li, Xiaoyu & Li, Honglin, 2016. "R&D subsidies and business R&D: Evidence from high-tech manufacturing firms in Jiangsu," China Economic Review, Elsevier, vol. 41(C), pages 1-22.
    19. Yunfeng, Yan & Laike, Yang, 2010. "China's foreign trade and climate change: A case study of CO2 emissions," Energy Policy, Elsevier, vol. 38(1), pages 350-356, January.
    20. Matthew A. Cole & Eric Neumayer, 2003. "Examining the Impact of Demographic Factors On Air Pollution," Labor and Demography 0312005, University Library of Munich, Germany, revised 13 May 2004.
    21. Weidou, Ni & Johansson, Thomas B, 2004. "Energy for sustainable development in China," Energy Policy, Elsevier, vol. 32(10), pages 1225-1229, July.
    22. Perron, Pierre, 1990. "Testing for a Unit Root in a Time Series with a Changing Mean," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(2), pages 153-162, April.
    23. Samma Faiz Rasool & Mansi Wang & Minze Tang & Amir Saeed & Javed Iqbal, 2021. "How Toxic Workplace Environment Effects the Employee Engagement: The Mediating Role of Organizational Support and Employee Wellbeing," IJERPH, MDPI, vol. 18(5), pages 1-17, February.
    24. Al-mulali, Usama & Fereidouni, Hassan Gholipour & Lee, Janice Y.M. & Sab, Che Normee Binti Che, 2013. "Exploring the relationship between urbanization, energy consumption, and CO2 emission in MENA countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 107-112.
    25. Zaman, Shah & Zaman, Qamar uz & Zhang, Leilei & Wang, Zilong & Jehan, Noor, 2022. "Interaction between agricultural production, female employment, renewable energy, and environmental quality: Policy directions in context of developing economies," Renewable Energy, Elsevier, vol. 186(C), pages 288-298.
    26. Sharma, Susan Sunila, 2011. "Determinants of carbon dioxide emissions: Empirical evidence from 69 countries," Applied Energy, Elsevier, vol. 88(1), pages 376-382, January.
    27. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    28. Niu, Honglei & Lekse, William, 2017. "Carbon emission effect of urbanization at regional level: Empirical evidence from China," Economics Discussion Papers 2017-62, Kiel Institute for the World Economy (IfW Kiel).
    29. Rida Waheed & Suleman Sarwar & Zouheir Mighri, 2021. "Role of high technology exports for energy efficiency: Empirical evidence in the context of Gulf Cooperation Council countries," Energy & Environment, , vol. 32(5), pages 803-819, August.
    30. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    31. Elvis K. Avenyo & Fiona Tregenna, 2021. "The effects of technology intensity in manufacturing on CO2 emissions: Evidence from developing countries," Working Papers 846, Economic Research Southern Africa.
    32. Tan, Sieting & Yang, Jin & Yan, Jinyue & Lee, Chewtin & Hashim, Haslenda & Chen, Bin, 2017. "A holistic low carbon city indicator framework for sustainable development," Applied Energy, Elsevier, vol. 185(P2), pages 1919-1930.
    33. Franco, Sainu & Mandla, Venkata Ravibabu & Ram Mohan Rao, K., 2017. "Urbanization, energy consumption and emissions in the Indian context A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 898-907.
    34. Cong Khai Dinh & Quang Thanh Ngo & Trung Thanh Nguyen, 2021. "Medium- and High-Tech Export and Renewable Energy Consumption: Non-Linear Evidence from the ASEAN Countries," Energies, MDPI, vol. 14(15), pages 1-16, July.
    35. Xu, Guangyue & Schwarz, Peter & Yang, Hualiu, 2020. "Adjusting energy consumption structure to achieve China's CO2 emissions peak," Renewable and Sustainable Energy Reviews, Elsevier, vol. 122(C).
    36. Li, Ke & Lin, Boqiang, 2015. "Impacts of urbanization and industrialization on energy consumption/CO2 emissions: Does the level of development matter?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1107-1122.
    37. Shihong Zeng & Jiuying Chen, 2016. "Forecasting the Allocation Ratio of Carbon Emission Allowance Currency for 2020 and 2030 in China," Sustainability, MDPI, vol. 8(7), pages 1-28, July.
    38. Rasool, Samma Faiz & Chin, Tachia & Wang, Mansi & Asghar, Ali & Khan, Anwar & Zhou, Li, 2022. "Exploring the role of organizational support, and critical success factors on renewable energy projects of Pakistan," Energy, Elsevier, vol. 243(C).
    39. Shahbaz, Muhammad & Salah Uddin, Gazi & Ur Rehman, Ijaz & Imran, Kashif, 2014. "Industrialization, electricity consumption and CO2 emissions in Bangladesh," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 575-586.
    40. Kasman, Adnan & Duman, Yavuz Selman, 2015. "CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis," Economic Modelling, Elsevier, vol. 44(C), pages 97-103.
    41. Zhou, Xiaoyan & Zhang, Jie & Li, Junpeng, 2013. "Industrial structural transformation and carbon dioxide emissions in China," Energy Policy, Elsevier, vol. 57(C), pages 43-51.
    42. Appiah, Michael & Karim, Sitara & Naeem, Muhammad Abubakr & Lucey, Brian M., 2022. "Do institutional affiliation affect the renewable energy-growth nexus in the Sub-Saharan Africa: Evidence from a multi-quantitative approach," Renewable Energy, Elsevier, vol. 191(C), pages 785-795.
    43. Poumanyvong, Phetkeo & Kaneko, Shinji, 2010. "Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis," Ecological Economics, Elsevier, vol. 70(2), pages 434-444, December.
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