IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v342y2023ics0306261923005020.html
   My bibliography  Save this article

The role of renewable and nuclear energy R&D expenditures and income on environmental quality in Germany: Scrutinizing the EKC and LCC hypotheses with smooth structural changes

Author

Listed:
  • Pata, Ugur Korkut
  • Kartal, Mustafa Tevfik
  • Erdogan, Sinan
  • Sarkodie, Samuel Asumadu

Abstract

This study analyzes the effect of renewable energy research & development (RRD) and nuclear energy research & development (NRD) expenditures on environmental quality by considering Germany’s goal of achieving carbon neutrality until 2045. Hence, the study uses various environmental indicators (carbon dioxide (CO2) emissions, ecological footprint-EF, and load capacity factor-LCF) to investigate the effects of RRD and NRD on the environmental quality controlling also a gross domestic product (GDP) and test the validity of the environmental Kuznets curve (EKC) and recently proposed load capacity curve (LCC) hypotheses. Also, the study includes yearly data from 1974 to 2018, uses fractional frequency Fourier autoregressive distributive lag (FADL) based FMOLS approach as the main model, and applies FADL based DOLS approach and Fourier wavelet causality test for the robustness. The empirical results reveal that (i) the explanatory variables have a cointegration link with CO2 emissions and EF; (ii) the EKC hypothesis is valid for Germany, while the LCC hypothesis is invalid; (iii) RRD expenditures are effective only in reducing CO2 emissions; (iv) RRD and NRD expenditures have no significant effect on the EF. Considering the results, German policymakers could utilize RRD more effectively and efficiently to improve environmental quality and reduce the EF. In this way, Germany could achieve its carbon neutrality goal until the middle of the century by benefiting from RRD facilities.

Suggested Citation

  • Pata, Ugur Korkut & Kartal, Mustafa Tevfik & Erdogan, Sinan & Sarkodie, Samuel Asumadu, 2023. "The role of renewable and nuclear energy R&D expenditures and income on environmental quality in Germany: Scrutinizing the EKC and LCC hypotheses with smooth structural changes," Applied Energy, Elsevier, vol. 342(C).
  • Handle: RePEc:eee:appene:v:342:y:2023:i:c:s0306261923005020
    DOI: 10.1016/j.apenergy.2023.121138
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261923005020
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2023.121138?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. Christopoulos Dimitris K & Leon-Ledesma Miguel A., 2011. "International Output Convergence, Breaks, and Asymmetric Adjustment," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 15(3), pages 1-33, May.
    2. Jack P. C. Kleijnen & Wim C. M. van Beers, 2022. "Statistical Tests for Cross-Validation of Kriging Models," INFORMS Journal on Computing, INFORMS, vol. 34(1), pages 607-621, January.
    3. Hailemariam, Abebe & Ivanovski, Kris & Dzhumashev, Ratbek, 2022. "Does R&D investment in renewable energy technologies reduce greenhouse gas emissions?," Applied Energy, Elsevier, vol. 327(C).
    4. Shang, Yunfeng & Razzaq, Asif & Chupradit, Supat & Binh An, Nguyen & Abdul-Samad, Zulkiflee, 2022. "The role of renewable energy consumption and health expenditures in improving load capacity factor in ASEAN countries: Exploring new paradigm using advance panel models," Renewable Energy, Elsevier, vol. 191(C), pages 715-722.
    5. Djellouli, Nassima & Abdelli, Latifa & Elheddad, Mohamed & Ahmed, Rizwan & Mahmood, Haider, 2022. "The effects of non-renewable energy, renewable energy, economic growth, and foreign direct investment on the sustainability of African countries," Renewable Energy, Elsevier, vol. 183(C), pages 676-686.
    6. Arčabić, Vladimir & Gelo, Tomislav & Sonora, Robert J. & Šimurina, Jurica, 2021. "Cointegration of electricity consumption and GDP in the presence of smooth structural changes," Energy Economics, Elsevier, vol. 97(C).
    7. Chien‐Chiang Lee & Mei‐Ping Chen & Wei Xu, 2022. "Assessing the impacts of formal and informal regulations on ecological footprint," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 989-1017, October.
    8. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    9. Nazlioglu, Saban & Gormus, N. Alper & Soytas, Uğur, 2016. "Oil prices and real estate investment trusts (REITs): Gradual-shift causality and volatility transmission analysis," Energy Economics, Elsevier, vol. 60(C), pages 168-175.
    10. 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.
    11. Pata, Ugur Korkut & Ertugrul, Hasan Murat, 2023. "Do the Kyoto Protocol, geopolitical risks, human capital and natural resources affect the sustainability limit? A new environmental approach based on the LCC hypothesis," Resources Policy, Elsevier, vol. 81(C).
    12. Chien, Fengsheng & Hsu, Ching-Chi & Ozturk, Ilhan & Sharif, Arshian & Sadiq, Muhammad, 2022. "The role of renewable energy and urbanization towards greenhouse gas emission in top Asian countries: Evidence from advance panel estimations," Renewable Energy, Elsevier, vol. 186(C), pages 207-216.
    13. 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.
    14. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
    15. Adewuyi, Adeolu O. & Awodumi, Olabanji B., 2017. "Renewable and non-renewable energy-growth-emissions linkages: Review of emerging trends with policy implications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 275-291.
    16. Joakim Westerlund & David L. Edgerton, 2007. "New Improved Tests for Cointegration with Structural Breaks," Journal of Time Series Analysis, Wiley Blackwell, vol. 28(2), pages 188-224, March.
    17. Samuel Asumadu Sarkodie & Maruf Yakubu Ahmed & Phebe Asantewaa Owusu, 2022. "Global adaptation readiness and income mitigate sectoral climate change vulnerabilities," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-17, December.
    18. Shahbaz, Muhammad & Nasir, Muhammad Ali & Hille, Erik & Mahalik, Mantu Kumar, 2020. "UK's net-zero carbon emissions target: Investigating the potential role of economic growth, financial development, and R&D expenditures based on historical data (1870–2017)," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    19. Ugur Korkut Pata, 2021. "Do renewable energy and health expenditures improve load capacity factor in the USA and Japan? A new approach to environmental issues," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(9), pages 1427-1439, December.
    20. Awaworyi Churchill, Sefa & Inekwe, John & Smyth, Russell & Zhang, Xibin, 2019. "R&D intensity and carbon emissions in the G7: 1870–2014," Energy Economics, Elsevier, vol. 80(C), pages 30-37.
    21. Herzer, Dierk, 2022. "The impact on domestic CO2 emissions of domestic government-funded clean energy R&D and of spillovers from foreign government-funded clean energy R&D," Energy Policy, Elsevier, vol. 168(C).
    22. Kostakis, Ioannis & Arauzo-Carod, Josep-Maria, 2023. "The key roles of renewable energy and economic growth in disaggregated environmental degradation: Evidence from highly developed, heterogeneous and cross-correlated countries," Renewable Energy, Elsevier, vol. 206(C), pages 1315-1325.
    23. Lars T. Ruig & Toon Haer & Hans Moel & Samuel D. Brody & W. J. Wouter Botzen & Jeffrey Czajkowski & Jeroen C. J. H. Aerts, 2022. "Climate-proofing the National Flood Insurance Program," Nature Climate Change, Nature, vol. 12(11), pages 975-976, November.
    24. Kartal, Mustafa Tevfik, 2022. "The role of consumption of energy, fossil sources, nuclear energy, and renewable energy on environmental degradation in top-five carbon producing countries," Renewable Energy, Elsevier, vol. 184(C), pages 871-880.
    25. 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.
    26. Chen, Yulong & Zhao, Jincai & Lai, Zhizhu & Wang, Zheng & Xia, Haibin, 2019. "Exploring the effects of economic growth, and renewable and non-renewable energy consumption on China’s CO2 emissions: Evidence from a regional panel analysis," Renewable Energy, Elsevier, vol. 140(C), pages 341-353.
    27. Ehigiamusoe, Kizito Uyi & Lean, Hooi Hooi & Smyth, Russell, 2020. "The moderating role of energy consumption in the carbon emissions-income nexus in middle-income countries," Applied Energy, Elsevier, vol. 261(C).
    28. Richard S. J. Tol, 2023. "Costs And Benefits Of The Paris Climate Targets," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 14(04), pages 1-18, November.
    29. Oecd, 2022. "Teaching for climate action," Teaching in Focus 44, OECD Publishing.
    30. Shafik, Nemat, 1994. "Economic Development and Environmental Quality: An Econometric Analysis," Oxford Economic Papers, Oxford University Press, vol. 46(0), pages 757-773, Supplemen.
    31. Shafik, Nemat & Bandyopadhyay, Sushenjit, 1992. "Economic growth and environmental quality : time series and cross-country evidence," Policy Research Working Paper Series 904, The World Bank.
    32. Pata, Ugur Korkut & Isik, Cem, 2021. "Determinants of the load capacity factor in China: A novel dynamic ARDL approach for ecological footprint accounting," Resources Policy, Elsevier, vol. 74(C).
    33. Hannes Egli, 2004. "The environmental Kuznets curve : evidence from time series data for Germany," CER-ETH Economics working paper series 03/28, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    34. Zhang, Hongsheng & Xiong, Peizhi & Yang, Shangzhao & Yu, Jinna, 2023. "Renewable energy utilization, green finance and agricultural land expansion in China," Resources Policy, Elsevier, vol. 80(C).
    35. Ryan L. Li & Joshua H. P. Studholme & Alexey V. Fedorov & Trude Storelvmo, 2022. "Precipitation efficiency constraint on climate change," Nature Climate Change, Nature, vol. 12(7), pages 642-648, July.
    36. Faisal, Faisal & Rahman, Sami Ur & Chander, Rajnesh & Ali, Adnan & Ramakrishnan, Suresh & Ozatac, Nesrin & Ullah, Mr Noor & Tursoy, Turgut, 2021. "Investigating the nexus between GDP, oil prices, FDI, and tourism for emerging economy: Empirical evidence from the novel fourier ARDL and hidden cointegration," Resources Policy, Elsevier, vol. 74(C).
    37. Karim, Sitara & Appiah, Michael & Naeem, Muhammad Abubakr & Lucey, Brian M. & Li, Mingxing, 2022. "Modelling the role of institutional quality on carbon emissions in Sub-Saharan African countries," Renewable Energy, Elsevier, vol. 198(C), pages 213-221.
    38. 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.
    39. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    40. Banerjee, Piyali & Arčabić, Vladimir & Lee, Hyejin, 2017. "Fourier ADL cointegration test to approximate smooth breaks with new evidence from Crude Oil Market," Economic Modelling, Elsevier, vol. 67(C), pages 114-124.
    41. Ma, Xuejiao & Ahmad, Najid & Oei, Pao-Yu, 2021. "Environmental Kuznets curve in France and Germany: Role of renewable and nonrenewable energy," Renewable Energy, Elsevier, vol. 172(C), pages 88-99.
    42. Mariola Piłatowska & Andrzej Geise & Aneta Włodarczyk, 2020. "The Effect of Renewable and Nuclear Energy Consumption on Decoupling Economic Growth from CO 2 Emissions in Spain," Energies, MDPI, vol. 13(9), pages 1-18, April.
    43. Walter Enders & Junsoo Lee, 2012. "A Unit Root Test Using a Fourier Series to Approximate Smooth Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(4), pages 574-599, August.
    44. Haldar, Anasuya & Sethi, Narayan, 2022. "Environmental effects of Information and Communication Technology - Exploring the roles of renewable energy, innovation, trade and financial development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 153(C).
    45. Katherine R. H. Wagner, 2022. "Designing insurance for climate change," Nature Climate Change, Nature, vol. 12(12), pages 1070-1072, December.
    46. Ramazan Gencay & Nikola Gradojevic & Faruk Selcuk & Brandon Whitcher, 2010. "Asymmetry of information flow between volatilities across time scales," Quantitative Finance, Taylor & Francis Journals, vol. 10(8), pages 895-915.
    47. Sharif, Arshian & Raza, Syed Ali & Ozturk, Ilhan & Afshan, Sahar, 2019. "The dynamic relationship of renewable and nonrenewable energy consumption with carbon emission: A global study with the application of heterogeneous panel estimations," Renewable Energy, Elsevier, vol. 133(C), pages 685-691.
    48. Manuel A. Zambrano‐Monserrate & Mario Andres Fernandez, 2017. "An Environmental Kuznets Curve for N2O emissions in Germany: an ARDL approach," Natural Resources Forum, Blackwell Publishing, vol. 41(2), pages 119-127, May.
    49. Abraham Ayobamiji Awosusi & Kaan Kutlay & Mehmet Altuntaş & Bakhtiyor Khodjiev & Ephraim Bonah Agyekum & Mokhtar Shouran & Mohamed Elgbaily & Salah Kamel, 2022. "A Roadmap toward Achieving Sustainable Environment: Evaluating the Impact of Technological Innovation and Globalization on Load Capacity Factor," IJERPH, MDPI, vol. 19(6), pages 1-16, March.
    50. Cheng, Yuanyuan & Yao, Xin, 2021. "Carbon intensity reduction assessment of renewable energy technology innovation in China: A panel data model with cross-section dependence and slope heterogeneity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    51. Zaman, Khalid, 2023. "A Note on Cross-Panel Data Techniques," MPRA Paper 116119, University Library of Munich, Germany, revised 15 Jan 2023.
    52. ., 2022. "Climate change," Chapters, in: Rethinking Agricultural and Food Policy, chapter 7, pages 119-136, Edward Elgar Publishing.
    53. Tomomi Miyazaki & Masayuki Tamaoka & Ayu Tomita & Keigo Kameda & Akihiro Kawase & Katsuyoshi Nakazawa & Hiroyuki Ono & Naoko Yokoyama, 2022. "Summary Statistics," SpringerBriefs in Economics, in: Tax Morale and Tax Resistance, chapter 0, pages 19-29, Springer.
    54. Komen, Marinus H.C. & Gerking, Shelby & Folmer, Henk, 1997. "Income and environmental R&D: empirical evidence from OECD countries," Environment and Development Economics, Cambridge University Press, vol. 2(4), pages 505-515, November.
    55. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    56. Lee Hyejin & Lee Junsoo & Im Kyungso, 2015. "More powerful cointegration tests with non-normal errors," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 19(4), pages 397-413, September.
    57. Nicholas Apergis & Umit Bulut & Gulbahar Ucler & Serife Ozsahin, 2021. "The causal linkage between inflation and inflation uncertainty under structural breaks: Evidence from Turkey," Manchester School, University of Manchester, vol. 89(3), pages 259-275, June.
    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. Kartal, Mustafa Tevfik & Ghosh, Sudeshna & Adebayo, Tomiwa Sunday, 2023. "Renewable energy effect on economy and environment: The case of G7 countries through novel bootstrap rolling window approach," Renewable Energy, Elsevier, vol. 216(C).
    2. Saia, Artjom, 2023. "Digitalization and CO2 emissions: Dynamics under R&D and technology innovation regimes," Technology in Society, Elsevier, vol. 74(C).
    3. Yinying Tao & Mehmet Akif Destek & Ugur Korkut Pata & Zeeshan Khan, 2023. "Environmental Regulations and Carbon Emissions: The Role of Renewable Energy Research and Development Expenditures," Sustainability, MDPI, vol. 15(18), pages 1-16, September.
    4. Nameng Sun & You He & Chang Wang & Junxue Zhang, 2023. "Research on Sustainable Design of Consumers’ Influence Factors of Huaihe Willow Weaving Based on AHP," Sustainability, MDPI, vol. 15(14), pages 1-27, July.

    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. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    2. Saboori, Behnaz & Sulaiman, Jamalludin & Mohd, Saidatulakmal, 2012. "Economic growth and CO2 emissions in Malaysia: A cointegration analysis of the Environmental Kuznets Curve," Energy Policy, Elsevier, vol. 51(C), pages 184-191.
    3. Pei-Zhi Liu & Seema Narayan & Yi-Shuai Ren & Yong Jiang & Konstantinos Baltas & Basil Sharp, 2022. "Re-Examining the Income–CO 2 Emissions Nexus Using the New Kink Regression Model: Does the Kuznets Curve Exist in G7 Countries?," Sustainability, MDPI, vol. 14(7), pages 1-18, March.
    4. C. Seri & A. de Juan Fernandez, 2021. "The relationship between economic growth and environment. Testing the EKC hypothesis for Latin American countries," Papers 2105.11405, arXiv.org.
    5. Richard T. Carson, 2010. "The Environmental Kuznets Curve: Seeking Empirical Regularity and Theoretical Structure," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 4(1), pages 3-23, Winter.
    6. Wang, Sophie Xuefei & Fu, Yu Benjamin & Zhang, Zhe George, 2015. "Population growth and the environmental Kuznets curve," China Economic Review, Elsevier, vol. 36(C), pages 146-165.
    7. Sabuj Kumar Mandal & Devleena Chakravarty, 2017. "Role of energy in estimating turning point of Environmental Kuznets Curve: an econometric analysis of the existing studies," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 19(2), pages 387-401, October.
    8. Fodha, Mouez & Zaghdoud, Oussama, 2010. "Economic growth and pollutant emissions in Tunisia: An empirical analysis of the environmental Kuznets curve," Energy Policy, Elsevier, vol. 38(2), pages 1150-1156, February.
    9. Anelí Bongers, 2020. "The Environmental Kuznets Curve and the Energy Mix: A Structural Estimation," Energies, MDPI, vol. 13(10), pages 1-21, May.
    10. Pata, Ugur Korkut & Ertugrul, Hasan Murat, 2023. "Do the Kyoto Protocol, geopolitical risks, human capital and natural resources affect the sustainability limit? A new environmental approach based on the LCC hypothesis," Resources Policy, Elsevier, vol. 81(C).
    11. Muhammad Shahbaz & Avik Sinha, 2019. "Environmental Kuznets curve for CO2emissions: a literature survey," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 106-168, January.
    12. Amjad Ali & Marc Audi & Ismail Senturk & Yannick Roussel, 2022. "Do Sectoral Growth Promote CO2 Emissions in Pakistan? Time Series Analysis in Presence of Structural Break," International Journal of Energy Economics and Policy, Econjournals, vol. 12(2), pages 410-425, March.
    13. Yin, Jianhua & Zheng, Mingzheng & Chen, Jian, 2015. "The effects of environmental regulation and technical progress on CO2 Kuznets curve: An evidence from China," Energy Policy, Elsevier, vol. 77(C), pages 97-108.
    14. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    15. Bölük, Gülden & Mert, Mehmet, 2014. "Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: Evidence from a panel of EU (European Union) countries," Energy, Elsevier, vol. 74(C), pages 439-446.
    16. Eyup Dogan & Nigar Taspinar & Korhan K Gokmenoglu, 2019. "Determinants of ecological footprint in MINT countries," Energy & Environment, , vol. 30(6), pages 1065-1086, September.
    17. Haider Mahmood & Maham Furqan & Muhammad Shahid Hassan & Soumen Rej, 2023. "The Environmental Kuznets Curve (EKC) Hypothesis in China: A Review," Sustainability, MDPI, vol. 15(7), pages 1-32, April.
    18. Shahbaz, Muhammad & Mahalik, Mantu Kumar & Shah, Syed Hasanat & Sato, João Ricardo, 2016. "Time-varying analysis of CO2 emissions, energy consumption, and economic growth nexus: Statistical experience in next 11 countries," Energy Policy, Elsevier, vol. 98(C), pages 33-48.
    19. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    20. Misbah Sadiq & Desti Kannaiah & Ghulam Yahya Khan & Malik Shahzad Shabbir & Kanwal Bilal & Aysha Zamir, 2023. "Does sustainable environmental agenda matter? The role of globalization toward energy consumption, economic growth, and carbon dioxide emissions in South Asian countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(1), pages 76-95, January.

    More about this item

    Keywords

    EKC; LCC; Renewable and nuclear RD expenditures; Smooth shifts;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

    Statistics

    Access and download statistics

    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:eee:appene:v:342:y:2023:i:c:s0306261923005020. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.