IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v14y2021i21p6968-d663185.html
   My bibliography  Save this article

Revisiting the Role of Fiscal Policy, Financial Development, and Foreign Direct Investment in Reducing Environmental Pollution during Globalization Mode: Evidence from Linear and Nonlinear Panel Data Approaches

Author

Listed:
  • Mustafa Kamal

    (Department of Basic Sciences, College of Science and Theoretical Studies, Saudi Electronic University, Dammam 31454, Saudi Arabia)

  • Muhammad Usman

    (Institute for Region and Urban-Rural Development, Wuhan University, Wuhan 430072, China
    Department of Economics, Government College University Faisalabad, Faisalabad 38000, Pakistan)

  • Atif Jahanger

    (School of Economics, Hainan University, Haikou 570228, China)

  • Daniel Balsalobre-Lorente

    (Department of Political Economy and Public Finance, Economics and Business Statistics and Economic Policy, University of Castilla-La Mancha, 16002 Cuenca, Spain
    Department of Applied Economics, International Economy Institute University of Alicante, 03690 San Vicente del Raspeig, Spain)

Abstract

Fiscal policy is a crucial government tool for influencing and managing the national economy and creating a strong incentive for low carbon investment. Previous literature has reputable evidence that improving fiscal policy enhances environmental quality. However, the literature fails to classify the exact turning level (threshold point) below/above which the association may be negative or positive. In this regard, this research investigates the nexus between fiscal policy, foreign direct investment, financial development, trade openness, urban population, gross capital formation, labour force, and CO 2 emissions in the era of globalization. The panel data set contained 105 countries over the period from 1990 to 2016. The empirical findings are estimated through linear and nonlinear panel data approaches such as fully modified ordinary least square and panel threshold regression. The subsequent findings are established: first, fiscal policy and globalization significantly increase environmental pollution. Second, the empirical results confirm the existence of the pollution haven hypothesis (PHV). Third, financial development and gross fixed capital formation are also considered some of the most crucial indicators to increase pollution levels. Fourth, trade openness, urban population, and labour force improve environmental quality. Fifth, panel threshold regression discovers that countries maintain a minimum level of fiscal policy at −1.2889. Based on these empirical findings, this study suggests that policymakers and governments of these countries should take steps to restructure their industrial sector and design macroeconomic-level carbon-free policies to support the implementation of low-energy-intensive and lower carbon production technologies.

Suggested Citation

  • Mustafa Kamal & Muhammad Usman & Atif Jahanger & Daniel Balsalobre-Lorente, 2021. "Revisiting the Role of Fiscal Policy, Financial Development, and Foreign Direct Investment in Reducing Environmental Pollution during Globalization Mode: Evidence from Linear and Nonlinear Panel Data ," Energies, MDPI, vol. 14(21), pages 1-25, October.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:21:p:6968-:d:663185
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/14/21/6968/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/14/21/6968/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. López, Ramón & Galinato, Gregmar I. & Islam, Asif, 2011. "Fiscal spending and the environment: Theory and empirics," Journal of Environmental Economics and Management, Elsevier, vol. 62(2), pages 180-198, September.
    2. Yawei QI & Zhiqin XU, 2019. "Research on China’s Regional Economic Linkages: Based on the Analyses of Carbon Emission Transfers and Labor Mobility," Chinese Journal of Urban and Environmental Studies (CJUES), World Scientific Publishing Co. Pte. Ltd., vol. 7(02), pages 1-20, June.
    3. Abdul Rehman & Magdalena Radulescu & Hengyun Ma & Vishal Dagar & Imran Hussain & Muhammad Kamran Khan, 2021. "The Impact of Globalization, Energy Use, and Trade on Ecological Footprint in Pakistan: Does Environmental Sustainability Exist?," Energies, MDPI, vol. 14(17), pages 1-16, August.
    4. Farhani, Sahbi & Chaibi, Anissa & Rault, Christophe, 2014. "CO2 emissions, output, energy consumption, and trade in Tunisia," Economic Modelling, Elsevier, vol. 38(C), pages 426-434.
    5. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    6. Shahbaz, Muhammad & Shahzad, Syed Jawad Hussain & Ahmad, Nawaz & Alam, Shaista, 2016. "Financial development and environmental quality: The way forward," Energy Policy, Elsevier, vol. 98(C), pages 353-364.
    7. repec:ipg:wpaper:2014-582 is not listed on IDEAS
    8. Khan, Zeeshan & Ali, Shahid & Dong, Kangyin & Li, Rita Yi Man, 2021. "How does fiscal decentralization affect CO2 emissions? The roles of institutions and human capital," Energy Economics, Elsevier, vol. 94(C).
    9. Usman, Muhammad & Khalid, Khaizran & Mehdi, Muhammad Abuzar, 2021. "What determines environmental deficit in Asia? Embossing the role of renewable and non-renewable energy utilization," Renewable Energy, Elsevier, vol. 168(C), pages 1165-1176.
    10. Abdelaziz Hakimi & Helmi Hamdi, 2020. "Environmental effects of trade openness: what role do institutions have?," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 9(1), pages 36-56, January.
    11. Ling, Chong Hui & Ahmed, Khalid & Muhamad, Rusnah binti & Shahbaz, Muhammad, 2015. "Decomposing the trade-environment nexus for Malaysia: What do the technique, scale, composition and comparative advantage effect indicate?," MPRA Paper 67165, University Library of Munich, Germany, revised 09 Oct 2015.
    12. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    13. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    14. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    15. Suzanne McCoskey & Chihwa Kao, 1997. "A Monte Carlo Comparison of Tests for Cointegration in Panel Data," Econometrics 9712002, University Library of Munich, Germany.
    16. Usman, Muhammad & Makhdum, Muhammad Sohail Amjad, 2021. "What abates ecological footprint in BRICS-T region? Exploring the influence of renewable energy, non-renewable energy, agriculture, forest area and financial development," Renewable Energy, Elsevier, vol. 179(C), pages 12-28.
    17. Chan, Ying Tung, 2020. "Are macroeconomic policies better in curbing air pollution than environmental policies? A DSGE approach with carbon-dependent fiscal and monetary policies," Energy Policy, Elsevier, vol. 141(C).
    18. Usama Al-Mulali & Ilhan Ozturk & Hooi Lean, 2015. "The influence of economic growth, urbanization, trade openness, financial development, and renewable energy on pollution in Europe," 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. 79(1), pages 621-644, October.
    19. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    20. Islam, Asif M. & López, Ramón E., 2015. "Government Spending and Air Pollution in the US," International Review of Environmental and Resource Economics, now publishers, vol. 8(2), pages 139-189, July.
    21. Sharif Hossain, Md., 2011. "Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries," Energy Policy, Elsevier, vol. 39(11), pages 6991-6999.
    22. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    23. Halkos, George E. & Paizanos, Epameinondas Α., 2013. "The effect of government expenditure on the environment:An empirical investigation," Ecological Economics, Elsevier, vol. 91(C), pages 48-56.
    24. 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.
    25. Yan Wang & Tao Zhou & Hao Chen & Zhihai Rong, 2019. "Environmental Homogenization or Heterogenization? The Effects of Globalization on Carbon Dioxide Emissions, 1970–2014," Sustainability, MDPI, vol. 11(10), pages 1-23, May.
    26. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    27. Hussain Ali Bekhet & Tahira Yasmin & Raed Walid Al-Smadi, 2017. "Dynamic linkages among financial development, economic growth, energy consumption, CO 2 emissions and gross fixed capital formation patterns in Malaysia," International Journal of Business and Globalisation, Inderscience Enterprises Ltd, vol. 18(4), pages 493-523.
    28. Mark, Nelson C. & Sul, Donggyu, 2001. "Nominal exchange rates and monetary fundamentals: Evidence from a small post-Bretton woods panel," Journal of International Economics, Elsevier, vol. 53(1), pages 29-52, February.
    29. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    30. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    31. Mohammad Reza Farzanegan & Mehdi Feizi & Hassan F. Gholipour, 2021. "Globalization and the Outbreak of COVID-19: An Empirical Analysis," JRFM, MDPI, vol. 14(3), pages 1-10, March.
    32. Cheng, Shulei & Fan, Wei & Chen, Jiandong & Meng, Fanxin & Liu, Gengyuan & Song, Malin & Yang, Zhifeng, 2020. "The impact of fiscal decentralization on CO2 emissions in China," Energy, Elsevier, vol. 192(C).
    33. repec:ipg:wpaper:201415 is not listed on IDEAS
    34. Manning, Willard G., 1998. "The logged dependent variable, heteroscedasticity, and the retransformation problem," Journal of Health Economics, Elsevier, vol. 17(3), pages 283-295, June.
    35. Chun Jiang & Xiaoxin Ma, 2019. "The Impact of Financial Development on Carbon Emissions: A Global Perspective," Sustainability, MDPI, vol. 11(19), pages 1-22, September.
    36. Ramón López & Amparo Palacios, 2014. "Why has Europe Become Environmentally Cleaner? Decomposing the Roles of Fiscal, Trade and Environmental Policies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 58(1), pages 91-108, May.
    37. Pata, Ugur Korkut, 2021. "Linking renewable energy, globalization, agriculture, CO2 emissions and ecological footprint in BRIC countries: A sustainability perspective," Renewable Energy, Elsevier, vol. 173(C), pages 197-208.
    38. Paul J. Burke, 2019. "Fiscal Policies for Development and Climate Action," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 55(2), pages 263-264, May.
    39. Ritu Rana & Manoj Sharma, 2019. "Dynamic causality testing for EKC hypothesis, pollution haven hypothesis and international trade in India," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(3), pages 348-364, April.
    40. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    41. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    42. Abbasi, Kashif Raza & Shahbaz, Muhammad & Jiao, Zhilun & Tufail, Muhammad, 2021. "How energy consumption, industrial growth, urbanization, and CO2 emissions affect economic growth in Pakistan? A novel dynamic ARDL simulations approach," Energy, Elsevier, vol. 221(C).
    43. Rabail Amna Intisar & Muhammad Rizwan Yaseen & Rakhshanda Kousar & Muhammad Usman & Muhammad Sohail Amjad Makhdum, 2020. "Impact of Trade Openness and Human Capital on Economic Growth: A Comparative Investigation of Asian Countries," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    44. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    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. Hafiz Muhammad Abubakar Siddique & Areesha Aziz & Naima Shehzadi & Sumaira, 2022. "Financial Development, Exports, and Industrial Pollution: Evidence from Lower and Upper Middle-Income Countries," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 8(4), pages 335-343, December.
    2. Muhammad Usman & Atif Jahanger & Muhammad Sohail Amjad Makhdum & Magdalena Radulescu & Daniel Balsalobre-Lorente & Elena Jianu, 2022. "An Empirical Investigation of Ecological Footprint Using Nuclear Energy, Industrialization, Fossil Fuels and Foreign Direct Investment," Energies, MDPI, vol. 15(17), pages 1-26, September.
    3. Qizhen Wang & Suxia Liu, 2022. "How Do FDI and Technological Innovation Affect Carbon Emission Efficiency in China?," Energies, MDPI, vol. 15(23), pages 1-16, December.
    4. Omodero Cordelia Onyinyechi, 2023. "Fiscal and Monetary Measures in Achieving Green Ecology: Evidence from Nigeria," Folia Oeconomica Stetinensia, Sciendo, vol. 23(2), pages 311-330, December.
    5. Huang, Yongming & Haseeb, Mohammad & Usman, Muhammad & Ozturk, Ilhan, 2022. "Dynamic association between ICT, renewable energy, economic complexity and ecological footprint: Is there any difference between E-7 (developing) and G-7 (developed) countries?," Technology in Society, Elsevier, vol. 68(C).
    6. Abbass, Kashif & Sharif, Arshian & Song, Huaming & Ali, Malik Tayyab & Khan, Farina & Amin, Nabila, 2022. "Do geopolitical oil price risk, global macroeconomic fundamentals relate Islamic and conventional stock market? Empirical evidence from QARDL approach," Resources Policy, Elsevier, vol. 77(C).
    7. Lei, Wei & Yang, Jiaxin, 2022. "Does economic, political, and financial risk cause volatility in natural resources? Comparative study of China and Brazil," Resources Policy, Elsevier, vol. 77(C).
    8. Sun, Yunpeng & Anwar, Ahsan & Razzaq, Asif & Liang, Xueping & Siddique, Muhammad, 2022. "Asymmetric role of renewable energy, green innovation, and globalization in deriving environmental sustainability: Evidence from top-10 polluted countries," Renewable Energy, Elsevier, vol. 185(C), pages 280-290.
    9. Mohammad Wasiq & Mustafa Kamal & Nazim Ali, 2023. "Factors Influencing Green Innovation Adoption and Its Impact on the Sustainability Performance of Small- and Medium-Sized Enterprises in Saudi Arabia," Sustainability, MDPI, vol. 15(3), pages 1-22, January.
    10. Chen Qian & Ghulam Rasool Madni, 2022. "Encirclement of Natural Resources, Green Investment, and Economic Complexity for Mitigation of Ecological Footprints in BRI Countries," Sustainability, MDPI, vol. 14(22), pages 1-15, November.
    11. Batara Surya & Hernita Hernita & Agus Salim & Seri Suriani & Iwan Perwira & Yulia Yulia & Muhlis Ruslan & Kafrawi Yunus, 2022. "Travel-Business Stagnation and SME Business Turbulence in the Tourism Sector in the Era of the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(4), pages 1-37, February.
    12. Samour, Ahmed & Shahzad, Umer & Mentel, Grzegorz, 2022. "Moving toward sustainable development: Assessing the impacts of taxation and banking development on renewable energy in the UAE," Renewable Energy, Elsevier, vol. 200(C), pages 706-713.
    13. Hengbin Yin & Muhammad Mohsin & Luyao Zhang & Chong Qian & Yan Cai, 2022. "Accessing the Impact of FDI Goals on Risk Management Strategy and Management Performance in the Digital Era: A Case Study of SMEs in China," Sustainability, MDPI, vol. 14(22), pages 1-20, November.
    14. Emad Kazemzadeh & José Alberto Fuinhas & Matheus Koengkan & Fariba Osmani & Nuno Silva, 2022. "Do energy efficiency and export quality affect the ecological footprint in emerging countries? A two-step approach using the SBM–DEA model and panel quantile regression," Environment Systems and Decisions, Springer, vol. 42(4), pages 608-625, December.
    15. Yang Yu & Magdalena Radulescu & Abanum Innocent Ifelunini & Stephen Obinozie Ogwu & Joshua Chukwuma Onwe & Atif Jahanger, 2022. "Achieving Carbon Neutrality Pledge through Clean Energy Transition: Linking the Role of Green Innovation and Environmental Policy in E7 Countries," Energies, MDPI, vol. 15(17), pages 1-23, September.

    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. Taner Akan & Halil İbrahim Gündüz & Tara Vanlı & Ahmet Baran Zeren & Ali Haydar Işık & Tamerlan Mashadihasanli, 2023. "Why are some countries cleaner than others? New evidence from macroeconomic governance," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6167-6223, July.
    2. Jahanger, Atif & Hossain, Mohammad Razib & Usman, Muhammad & Chukwuma Onwe, Joshua, 2023. "Recent scenario and nexus between natural resource dependence, energy use and pollution cycles in BRICS region: Does the mediating role of human capital exist?," Resources Policy, Elsevier, vol. 81(C).
    3. Usman, Muhammad & Makhdum, Muhammad Sohail Amjad, 2021. "What abates ecological footprint in BRICS-T region? Exploring the influence of renewable energy, non-renewable energy, agriculture, forest area and financial development," Renewable Energy, Elsevier, vol. 179(C), pages 12-28.
    4. Khan, Muhammad Tariq Iqbal & Yaseen, Muhammad Rizwan & Ali, Qamar, 2019. "Nexus between financial development, tourism, renewable energy, and greenhouse gas emission in high-income countries: A continent-wise analysis," Energy Economics, Elsevier, vol. 83(C), pages 293-310.
    5. Liu, Xuyi & Zhang, Shun & Bae, Junghan, 2017. "The nexus of renewable energy-agriculture-environment in BRICS," Applied Energy, Elsevier, vol. 204(C), pages 489-496.
    6. Usman, Muhammad & Jahanger, Atif & Makhdum, Muhammad Sohail Amjad & Balsalobre-Lorente, Daniel & Bashir, Adnan, 2022. "How do financial development, energy consumption, natural resources, and globalization affect Arctic countries' economic growth and environmental quality? An advanced panel data simulation," Energy, Elsevier, vol. 241(C).
    7. Alessio Ciarlone, 2019. "The relationship between financial development and growth: the case of emerging Europe," Questioni di Economia e Finanza (Occasional Papers) 521, Bank of Italy, Economic Research and International Relations Area.
    8. Iftikhar Yasin & Nawaz Ahmad & M. Aslam Chaudhary, 2020. "Catechizing the Environmental-Impression of Urbanization, Financial Development, and Political Institutions: A Circumstance of Ecological Footprints in 110 Developed and Less-Developed Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 621-649, January.
    9. Xie, Bofeng & Rehman, Mubeen Abdur & Zhang, Junyan & Yang, Runze, 2022. "Does the financialization of natural resources lead toward sustainability? An application of advance panel Granger non-causality," Resources Policy, Elsevier, vol. 79(C).
    10. Muhammad Tufail & Lin Song & Weizheng Wang & Xiao Gu & Salahuddin Khan, 2024. "Race to Top or Race to Bottom Approach: Disaggregated Effect of Fiscal Decentralization and Its Implications for Consumption-Based Carbon Emissions," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 15243-15277, September.
    11. Ulucak, Zübeyde Şentürk & İlkay, Salih Çağrı & Özcan, Burcu & Gedikli, Ayfer, 2020. "Financial globalization and environmental degradation nexus: Evidence from emerging economies," Resources Policy, Elsevier, vol. 67(C).
    12. Qiang Wang & Ting Yang & Rongrong Li & Xiaowei Wang, 2023. "Reexamining the impact of foreign direct investment on carbon emissions: does per capita GDP matter?," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-18, December.
    13. Ahmed, Khalid & Rehman, Mujeeb Ur & Ozturk, Ilhan, 2017. "What drives carbon dioxide emissions in the long-run? Evidence from selected South Asian Countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 1142-1153.
    14. Herzer, Dierk & Vollmer, Sebastian, 2013. "Rising top incomes do not raise the tide," Journal of Policy Modeling, Elsevier, vol. 35(4), pages 504-519.
    15. Acikgoz, Senay & Ben Ali, Mohamed Sami, 2019. "Where does economic growth in the Middle Eastern and North African countries come from?," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 172-183.
    16. Abbasi, Kashif Raza & Hussain, Khadim & Haddad, Akram Masoud & Salman, Asma & Ozturk, Ilhan, 2022. "The role of Financial Development and Technological Innovation towards Sustainable Development in Pakistan: Fresh insights from consumption and territory-based emissions," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    17. Breitung, Jörg & Pesaran, Mohammad Hashem, 2005. "Unit roots and cointegration in panels," Discussion Paper Series 1: Economic Studies 2005,42, Deutsche Bundesbank.
    18. Al Mamun, Md. & Sohag, Kazi & Hannan Mia, Md. Abdul & Salah Uddin, Gazi & Ozturk, Ilhan, 2014. "Regional differences in the dynamic linkage between CO2 emissions, sectoral output and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 1-11.
    19. Sheng, Pengfei & Guo, Xiaohui, 2016. "The Long-run and Short-run Impacts of Urbanization on Carbon Dioxide Emissions," Economic Modelling, Elsevier, vol. 53(C), pages 208-215.
    20. Ren Yishuai & Jiang Yong & Ma Chaoqun & Liu Jianglong & Chen Jing, 2021. "Will Tax Burden Be a Stumbling Block to Carbon-Emission Reduction? Evidence from OECD Countries," Journal of Systems Science and Information, De Gruyter, vol. 9(4), pages 335-355, August.

    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:gam:jeners:v:14:y:2021:i:21:p:6968-:d:663185. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.