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The impact of informal economy on technological innovation–ecological footprint nexus in OECD countries: new evidence from panel quantile regression

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  • Lan Khanh Chu

    (Vietnam Banking Academy, Banking Research Institute)

Abstract

Given the alarming rate of environmental degradation, the contribution of technology development in preserving the ecosystem is crucially important to be analyzed. In addition, since the informal sectors are not included in the official statistics and may be disadvantaged in adopting technological advances, their impact on the environmental quality should be also carefully considered. Thus, this paper examines the direct effect of technological innovation on environmental quality as well as the interaction effect between technological innovation and informal economy. We employ advanced panel quantile regression for 27 OECD countries from 1995 to 2015. The empirical results indicate that the impact of technological innovation on ecological footprint is favorable but heterogeneous across quantiles. The magnitude of impact intensifies as the ecological footprint increases from the lower to middle quantiles of the distribution and then reverts to the average level at the upper quantiles. The shadow economy exerts a negative effect from the middle to upper quantiles of the ecological footprint distribution. Further, higher informality diminishes the favorable effect of technological progress on the environment. The policymakers should strengthen basic conditions for the establishment and adoption of environmental-related technologies as well as tailor environmental policies for the ongoing transition from the informal to the formal sectors.

Suggested Citation

  • Lan Khanh Chu, 2022. "The impact of informal economy on technological innovation–ecological footprint nexus in OECD countries: new evidence from panel quantile regression," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 12(3), pages 515-533, September.
  • Handle: RePEc:spr:jenvss:v:12:y:2022:i:3:d:10.1007_s13412-022-00756-y
    DOI: 10.1007/s13412-022-00756-y
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    as
    1. Danish, & Ulucak, Recep, 2021. "Renewable energy, technological innovation and the environment: A novel dynamic auto-regressive distributive lag simulation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
    2. Elgin, Ceyhun & Oztunali, Oguz, 2014. "Pollution and informal economy," Economic Systems, Elsevier, vol. 38(3), pages 333-349.
    3. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    4. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    5. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    6. Álvarez-Herránz, Agustín & Balsalobre, Daniel & Cantos, José María & Shahbaz, Muhammad, 2017. "Energy Innovations-GHG Emissions Nexus: Fresh Empirical Evidence from OECD Countries," Energy Policy, Elsevier, vol. 101(C), pages 90-100.
    7. Sohag, Kazi & Begum, Rawshan Ara & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "Dynamics of energy use, technological innovation, economic growth and trade openness in Malaysia," Energy, Elsevier, vol. 90(P2), pages 1497-1507.
    8. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    9. Leandro Medina & Mr. Friedrich Schneider, 2018. "Shadow Economies Around the World: What Did We Learn Over the Last 20 Years?," IMF Working Papers 2018/017, International Monetary Fund.
    10. Biswas, Amit K. & Farzanegan, Mohammad Reza & Thum, Marcel, 2012. "Pollution, shadow economy and corruption: Theory and evidence," Ecological Economics, Elsevier, vol. 75(C), pages 114-125.
    11. Cheng, Ya & Awan, Usama & Ahmad, Shabbir & Tan, Zhixiong, 2021. "How do technological innovation and fiscal decentralization affect the environment? A story of the fourth industrial revolution and sustainable growth," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    12. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    13. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh & Chong, Felicia Hui Ling, 2021. "The determinants of the energy consumption: A shadow economy-based perspective," Energy, Elsevier, vol. 225(C).
    14. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    15. Zhang, Yue-Jun & Jin, Yan-Lin & Chevallier, Julien & Shen, Bo, 2016. "The effect of corruption on carbon dioxide emissions in APEC countries: A panel quantile regression analysis," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 220-227.
    16. Yang, Lisha & Li, Zhi, 2017. "Technology advance and the carbon dioxide emission in China – Empirical research based on the rebound effect," Energy Policy, Elsevier, vol. 101(C), pages 150-161.
    17. Chen, Maozhi & Sinha, Avik & Hu, Kexiang & Shah, Muhammad Ibrahim, 2021. "Impact of technological innovation on energy efficiency in industry 4.0 era: Moderation of shadow economy in sustainable development," Technological Forecasting and Social Change, Elsevier, vol. 164(C).
    18. Hayat Khan & Itbar Khan & Le Thi Kim Oanh & Zhang Lin, 2020. "The Dynamic Interrelationship of Environmental Factors and Foreign Direct Investment: Dynamic Panel Data Analysis and New Evidence from the Globe," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-12, October.
    19. Cong Minh Huynh, 2020. "Shadow economy and air pollution in developing Asia: what is the role of fiscal policy?," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 22(3), pages 357-381, July.
    20. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    21. Chen, Wenhui & Lei, Yalin, 2018. "The impacts of renewable energy and technological innovation on environment-energy-growth nexus: New evidence from a panel quantile regression," Renewable Energy, Elsevier, vol. 123(C), pages 1-14.
    22. Qi, Shaozhou & Peng, Huarong & Zhang, Xiaoling & Tan, Xiujie, 2019. "Is energy efficiency of Belt and Road Initiative countries catching up or falling behind? Evidence from a panel quantile regression approach," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    23. Bento, Antonio M. & Jacobsen, Mark R. & Liu, Antung A., 2018. "Environmental policy in the presence of an informal sector," Journal of Environmental Economics and Management, Elsevier, vol. 90(C), pages 61-77.
    24. Ann Ling-Ching Chan, 2012. "Innovation activity and corporate financing: evidence from a developing economy," Applied Financial Economics, Taylor & Francis Journals, vol. 22(20), pages 1665-1678, October.
    25. Hall, Andrew & Bockett, Geoffrey & Taylor, Sarah & Sivamohan, M. V. K . & Clark, Norman, 2001. "Why Research Partnerships Really Matter: Innovation Theory, Institutional Arrangements and Implications for Developing New Technology for the Poor," World Development, Elsevier, vol. 29(5), pages 783-797, May.
    26. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    27. Ulyssea, Gabriel, 2010. "Regulation of entry, labor market institutions and the informal sector," Journal of Development Economics, Elsevier, vol. 91(1), pages 87-99, January.
    28. Wang, Huiqing & Wei, Weixian, 2020. "Coordinating technological progress and environmental regulation in CO2 mitigation: The optimal levels for OECD countries & emerging economies," Energy Economics, Elsevier, vol. 87(C).
    29. Manzoor Ahmad & Zeeshan Khan & Zia Ur Rahman & Shoukat Iqbal Khattak & Zia Ullah Khan, 2021. "Can innovation shocks determine CO2 emissions (CO2e) in the OECD economies? A new perspective," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 30(1), pages 89-109, January.
    30. Usman Ali & Yanxi Li & Verónica Patricia Yánez Morales & Babar Hussain, 2021. "Dynamics of international trade, technology innovation and environmental sustainability: evidence from Asia by accounting for cross-sectional dependence," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 64(10), pages 1864-1885, August.
    31. Kumar, Surender & Managi, Shunsuke, 2009. "Energy price-induced and exogenous technological change: Assessing the economic and environmental outcomes," Resource and Energy Economics, Elsevier, vol. 31(4), pages 334-353, November.
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