IDEAS home Printed from https://ideas.repec.org/a/spr/jenvss/v12y2022i3d10.1007_s13412-022-00756-y.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13412-022-00756-y
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13412-022-00756-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Elgin, Ceyhun & Oztunali, Oguz, 2014. "Pollution and informal economy," Economic Systems, Elsevier, vol. 38(3), pages 333-349.
    2. 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.
    3. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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).
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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).
    22. 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.
    23. 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).
    24. 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).
    25. 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.
    26. 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.
    27. 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.
    28. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    29. 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.
    30. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alvarado, Rafael & Tillaguango, Brayan & Murshed, Muntasir & Ochoa-Moreno, Santiago & Rehman, Abdul & Işık, Cem & Alvarado-Espejo, Johana, 2022. "Impact of the informal economy on the ecological footprint: The role of urban concentration and globalization," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 750-767.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Meng Lingyan & Ze Zhao & Haider Ali Malik & Asif Razzaq & Hui An & Marria Hassan, 2022. "Asymmetric impact of fiscal decentralization and environmental innovation on carbon emissions: Evidence from highly decentralized countries," Energy & Environment, , vol. 33(4), pages 752-782, June.
    2. Lan Khanh Chu, 2023. "Environmentally related technologies and environmental regulations in promoting renewable energy: evidence from OECD countries," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 13(1), pages 177-197, March.
    3. Doğan, Buhari & Ghosh, Sudeshna & Hoang, Dung Phuong & Chu, Lan Khanh, 2022. "Are economic complexity and eco-innovation mutually exclusive to control energy demand and environmental quality in E7 and G7 countries?," Technology in Society, Elsevier, vol. 68(C).
    4. Razzaq, Asif & Ajaz, Tahseen & Li, Jing Claire & Irfan, Muhammad & Suksatan, Wanich, 2021. "Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economi," Resources Policy, Elsevier, vol. 74(C).
    5. Yang, Qiang & Huo, Jiale & Saqib, Najia & Mahmood, Haider, 2022. "Modelling the effect of renewable energy and public-private partnership in testing EKC hypothesis: Evidence from methods moment of quantile regression," Renewable Energy, Elsevier, vol. 192(C), pages 485-494.
    6. Ahmad, Munir & Wu, Yiyun, 2022. "Natural resources, technological progress, and ecological efficiency: Does financial deepening matter for G-20 economies?," Resources Policy, Elsevier, vol. 77(C).
    7. Salinas, Aldo & Ortiz, Cristian & Changoluisa, Javier & Muffatto, Moreno, 2023. "Testing three views about the determinants of informal economy: New evidence at global level and by country groups using the CS-ARDL approach," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 438-455.
    8. Payne, James E. & Truong, Huong Hoang Diep & Chu, Lan Khanh & Doğan, Buhari & Ghosh, Sudeshna, 2023. "The effect of economic complexity and energy security on measures of energy efficiency: Evidence from panel quantile analysis," Energy Policy, Elsevier, vol. 177(C).
    9. Emma Serwaa Obobisa & Haibo Chen & Isaac Adjei Mensah, 2023. "Transitions to sustainable development: the role of green innovation and institutional quality," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6751-6780, July.
    10. Abid, Nabila & Ahmad, Fayyaz & Aftab, Junaid & Razzaq, Asif, 2023. "A blessing or a burden? Assessing the impact of Climate Change Mitigation efforts in Europe using Quantile Regression Models," Energy Policy, Elsevier, vol. 178(C).
    11. Jinhua Shao & Brayan Tillaguango & Rafael Alvarado & Santiago Ochoa-Moreno & Johanna Alvarado-Espejo, 2021. "Environmental Impact of the Shadow Economy, Globalisation, Trade and Market Size: Evidence Using Linear and Non-Linear Methods," Sustainability, MDPI, vol. 13(12), pages 1-20, June.
    12. 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).
    13. Weicheng Xu & Meng Wang, 2024. "How Do Financial Development and Industrial Structure Affect Green Total Factor Energy Efficiency: Evidence from China," Energies, MDPI, vol. 17(2), pages 1-26, January.
    14. Erdoğan, Seyfettin & Gedikli, Ayfer & Cevik, Emrah Ismail & Erdoğan, Fatma, 2022. "Eco-friendly technologies, international tourism and carbon emissions: Evidence from the most visited countries," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    15. Khan, Syed Abdul Rehman & Ponce, Pablo & Yu, Zhang & Ponce, Katerine, 2022. "Investigating economic growth and natural resource dependence: An asymmetric approach in developed and developing economies," Resources Policy, Elsevier, vol. 77(C).
    16. Onifade, Stephen Taiwo, 2023. "Environmental impacts of energy indicators on ecological footprints of oil-exporting African countries: Perspectives on fossil resources abundance amidst sustainable development quests," Resources Policy, Elsevier, vol. 82(C).
    17. Nguyen, Canh Phuc, 2022. "Does economic complexity matter for the shadow economy?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 210-227.
    18. Nguyen Phuc Canh & Su Dinh Thanh & Christophe Schinckus & Jo Bensemann & Lai Trung Thanh, 2019. "Global Emissions: A New Contribution from the Shadow Economy," International Journal of Energy Economics and Policy, Econjournals, vol. 9(3), pages 320-337.
    19. Alvarado, Rafael & Tillaguango, Brayan & López-Sánchez, Michelle & Ponce, Pablo & Işık, Cem, 2021. "Heterogeneous impact of natural resources on income inequality: The role of the shadow economy and human capital index," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 690-704.
    20. Doğan, Buhari & Shahbaz, Muhammad & Bashir, Muhammad Farhan & Abbas, Shujaat & Ghosh, Sudeshna, 2023. "Formulating energy security strategies for a sustainable environment: Evidence from the newly industrialized economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jenvss:v:12:y:2022:i:3:d:10.1007_s13412-022-00756-y. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.