IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v70y2021icp490-501.html
   My bibliography  Save this article

Energy consumption, finance, and climate change: Does policy uncertainty matter?

Author

Listed:
  • Atsu, Francis
  • Adams, Samuel

Abstract

The study examined the long run relationship of energy consumption, financial development and economic policy uncertainty for the BRICS countries (Brazil, Russia, India, China and South Africa) over the period 1984–2017. Using cross-sectionally augmented ARDL (CS-ARDL) and Fully Modified Ordinary Least Squares (FMOLS) estimation techniques, the findings of the study reveal that fossil fuel consumption and policy uncertainty contribute to CO2 emissions, while renewable energy, bureaucratic quality, and financial development mitigate CO2 emissions. The findings of the study show the importance of promoting economic policy that encourages innovation and stimulate capital investment in energy efficiency technology to reduce CO2 emissions.

Suggested Citation

  • Atsu, Francis & Adams, Samuel, 2021. "Energy consumption, finance, and climate change: Does policy uncertainty matter?," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 490-501.
  • Handle: RePEc:eee:ecanpo:v:70:y:2021:i:c:p:490-501
    DOI: 10.1016/j.eap.2021.03.013
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592621000485
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2021.03.013?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. Andrew Greenland & Mihai Ion & John Lopresti, 2019. "Exports, investment and policy uncertainty," Canadian Journal of Economics, Canadian Economics Association, vol. 52(3), pages 1248-1288, August.
    2. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2016. "Long-Run Effects in Large Heterogeneous Panel Data Models with Cross-Sectionally Correlated Errors," Advances in Econometrics, in: Essays in Honor of man Ullah, volume 36, pages 85-135, Emerald Group Publishing Limited.
    3. Zhao, Bingyu & Yang, Wanping, 2020. "Does financial development influence CO2 emissions? A Chinese province-level study," Energy, Elsevier, vol. 200(C).
    4. Samargandi, Nahla, 2019. "Energy intensity and its determinants in OPEC countries," Energy, Elsevier, vol. 186(C).
    5. Horbach, Jens & Rammer, Christian & Rennings, Klaus, 2012. "Determinants of eco-innovations by type of environmental impact — The role of regulatory push/pull, technology push and market pull," Ecological Economics, Elsevier, vol. 78(C), pages 112-122.
    6. Al-Thaqeb, Saud Asaad & Algharabali, Barrak Ghanim, 2019. "Economic policy uncertainty: A literature review," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    7. Afzali, Sayyed Faridoddin & Cotton, James S. & Mahalec, Vladimir, 2020. "Urban community energy systems design under uncertainty for specified levels of carbon dioxide emissions," Applied Energy, Elsevier, vol. 259(C).
    8. Su‐Yol Lee & Robert D. Klassen, 2016. "Firms’ Response to Climate Change: The Interplay of Business Uncertainty and Organizational Capabilities," Business Strategy and the Environment, Wiley Blackwell, vol. 25(8), pages 577-592, December.
    9. Brem, Alexander & Nylund, Petra & Viardot, Eric, 2020. "The impact of the 2008 financial crisis on innovation: A dominant design perspective," Journal of Business Research, Elsevier, vol. 110(C), pages 360-369.
    10. Charfeddine, Lanouar & Kahia, Montassar, 2019. "Impact of renewable energy consumption and financial development on CO2 emissions and economic growth in the MENA region: A panel vector autoregressive (PVAR) analysis," Renewable Energy, Elsevier, vol. 139(C), pages 198-213.
    11. Robert C. Merton, 2005. "Theory of rational option pricing," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 8, pages 229-288, World Scientific Publishing Co. Pte. Ltd..
    12. David Popp, 2010. "Innovation and Climate Policy," NBER Working Papers 15673, National Bureau of Economic Research, Inc.
    13. Reza Tajaddini & Hassan F. Gholipour, 2020. "Economic policy uncertainty, R&D expenditures and innovation outputs," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 48(2), pages 413-427, June.
    14. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    15. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    16. Anja Linder & Carlos Santiso, 2003. "Not Everything that Counts Can be Counted: A Critical Look at Risk Ratings and Governance Indicators," Nordic Journal of Political Economy, Nordic Journal of Political Economy, vol. 29, pages 105-132.
    17. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    18. Dominique Pestre, 2019. "Environment and Social Innovation: Why Technology Never Was the Solution," Creative Economy, in: Sébastien Lechevalier (ed.), Innovation Beyond Technology, chapter 0, pages 175-194, Springer.
    19. Romano, Teresa & Fumagalli, Elena, 2018. "Greening the power generation sector: Understanding the role of uncertainty," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 272-286.
    20. Abbasi, Faiza & Riaz, Khalid, 2016. "CO2 emissions and financial development in an emerging economy: An augmented VAR approach," Energy Policy, Elsevier, vol. 90(C), pages 102-114.
    21. 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.
    22. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    23. V. V. Chari, 2018. "The Role of Uncertainty and Risk in Climate Change Economics," Staff Report 576, Federal Reserve Bank of Minneapolis.
    24. Jiang-Long Liu & Chao-Qun Ma & Yi-Shuai Ren & Xin-Wei Zhao, 2020. "Do Real Output and Renewable Energy Consumption Affect CO 2 Emissions? Evidence for Selected BRICS Countries," Energies, MDPI, vol. 13(4), pages 1-18, February.
    25. Nguyen, Canh Phuc & Le, Thai-Ha & Su, Thanh Dinh, 2020. "Economic policy uncertainty and credit growth: Evidence from a global sample," Research in International Business and Finance, Elsevier, vol. 51(C).
    26. Demena, Binyam Afewerk & Afesorgbor, Sylvanus Kwaku, 2020. "The effect of FDI on environmental emissions: Evidence from a meta-analysis," Energy Policy, Elsevier, vol. 138(C).
    27. Churchill, Sefa Awaworyi & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2018. "The Environmental Kuznets Curve in the OECD: 1870–2014," Energy Economics, Elsevier, vol. 75(C), pages 389-399.
    28. David Popp, 2010. "Innovation and Climate Policy," Annual Review of Resource Economics, Annual Reviews, vol. 2(1), pages 275-298, October.
    29. Contreras, Gabriela & Platania, Federico, 2019. "Economic and policy uncertainty in climate change mitigation: The London Smart City case scenario," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 384-393.
    30. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    31. Rodolphe Durand & Robert M. Grant & Tammy L. Madsen & Lenos Trigeorgis & Jeffrey J. Reuer, 2017. "Real options theory in strategic management," Strategic Management Journal, Wiley Blackwell, vol. 38(1), pages 42-63, January.
    32. Pesaran, M. Hashem, 2015. "Time Series and Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780198759980, Decembrie.
    33. Carolyn Fischer & Thomas Sterner, 2012. "Climate Policy, Uncertainty, and the Role of Technological Innovation," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 14(2), pages 285-309, March.
    34. Yongyang Cai, 2020. "The Role of Uncertainty in Controlling Climate Change," Papers 2003.01615, arXiv.org, revised Oct 2020.
    35. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    36. Malzi, Mohamed Jaouad & Sohag, Kazi & Vasbieva, Dinara G. & Ettahir, Aziz, 2020. "Environmental policy effectiveness on residential natural gas use in OECD countries," Resources Policy, Elsevier, vol. 66(C).
    37. Adams, Samuel & Adedoyin, Festus & Olaniran, Eniola & Bekun, Festus Victor, 2020. "Energy consumption, economic policy uncertainty and carbon emissions; causality evidence from resource rich economies," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 179-190.
    38. Popp, David, 2006. "Innovation in climate policy models: Implementing lessons from the economics of R&D," Energy Economics, Elsevier, vol. 28(5-6), pages 596-609, November.
    39. Apergis, Nicholas, 2016. "Environmental Kuznets curves: New evidence on both panel and country-level CO2 emissions," Energy Economics, Elsevier, vol. 54(C), pages 263-271.
    40. World Bank & IFC & MIGA, 2016. "World Bank Group Climate Change Action Plan 2016-2020," World Bank Publications - Books, The World Bank Group, number 24451, December.
    41. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): Evidence from a panel of BRIC (Brazil, Russian Federation, I," Energy, Elsevier, vol. 36(1), pages 685-693.
    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. Tomasz Jałowiec & Henryk Wojtaszek, 2021. "Analysis of the RES Potential in Accordance with the Energy Policy of the European Union," Energies, MDPI, vol. 14(19), pages 1-33, September.
    2. Lihui Tian & Xin Li, 2023. "Does climate policy uncertainty affect carbon emissions in China? A novel dynamic ARDL simulation perspective," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    3. Qin, Meng & Su, Yun Hsuan & Zhao, Zhengtang & Mirza, Nawazish, 2023. "The politics of climate: Does factionalism impede U.S. carbon neutrality?," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 954-966.
    4. Huafang Huang & Sharafat Ali & Yasir Ahmed Solangi, 2023. "Analysis of the Impact of Economic Policy Uncertainty on Environmental Sustainability in Developed and Developing Economies," Sustainability, MDPI, vol. 15(7), pages 1-19, March.
    5. Mohamed M. Sraieb & Lasha Labadze, 2022. "A Dynamic Perspective on the Gender Diversity–Firms’ Environmental Performances Nexus: Evidence from the Energy Industry," Sustainability, MDPI, vol. 14(12), pages 1-15, June.
    6. Cao, Hanrui & Chen, Zhixin & Zhou, Zhixiang & Wu, Jie, 2023. "Agency or wholesale? Strategic analysis of the influence of distribution strategy on product line design with endogenous quality," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 687-701.
    7. Danish, & Ulucak, Recep & Baloch, Muhammad Awais, 2023. "An empirical approach to the nexus between natural resources and environmental pollution: Do economic policy and environmental-related technologies make any difference?," Resources Policy, Elsevier, vol. 81(C).
    8. Hsu, Ching-Chi & Ngo, Quang-Thanh & Chien, FengSheng & Li, Li & Mohsin, Muhammad, 2021. "Evaluating green innovation and performance of financial development: mediating concerns of environmental regulation," MPRA Paper 109671, University Library of Munich, Germany.
    9. Hai-Jie Wang & Yong Geng & Xi-Qiang Xia & Quan-Jing Wang, 2021. "Impact of Economic Policy Uncertainty on Carbon Emissions: Evidence from 137 Multinational Countries," IJERPH, MDPI, vol. 19(1), pages 1-12, December.
    10. 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).
    11. Dianyuan Ma & Hui Sun & Xuechao Xia & Yan Zhao, 2022. "The Impact of Government and Public Dual-Subject Environmental Concerns on Urban Haze Pollution: An Empirical Research on 279 Cities in China," Sustainability, MDPI, vol. 14(16), pages 1-21, August.
    12. Liu, Min, 2022. "The driving forces of green bond market volatility and the response of the market to the COVID-19 pandemic," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 288-309.
    13. Abdulaziz A. Alotaibi & Naif Alajlan, 2021. "Using Quantile Regression to Analyze the Relationship between Socioeconomic Indicators and Carbon Dioxide Emissions in G20 Countries," Sustainability, MDPI, vol. 13(13), pages 1-12, June.
    14. Charemza, Wojciech & Makarova, Svetlana & Rybiński, Krzysztof, 2022. "Economic uncertainty and natural language processing; The case of Russia," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 546-562.
    15. 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).
    16. Rashmi Umesh Arora & Tapan Sarker, 2023. "Financing for Sustainable Development Goals (SDGs) in the Era of COVID-19 and Beyond," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(1), pages 1-19, February.
    17. 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).
    18. Qamruzzaman, Md & Karim, Salma & Jahan, Ishrat, 2022. "Nexus between economic policy uncertainty, foreign direct investment, government debt and renewable energy consumption in 13 top oil importing nations: Evidence from the symmetric and asymmetric inves," Renewable Energy, Elsevier, vol. 195(C), pages 121-136.
    19. Farrah Dina Abd Razak & Norlin Khalid & Mohd Helmi Ali, 2021. "Asymmetric Impact of Institutional Quality on Environmental Degradation: Evidence of the Environmental Kuznets Curve," Sustainability, MDPI, vol. 13(22), pages 1-24, November.
    20. Nan Nan & Gang He & Yasir Ahmed Solangi & Sharafat Ali, 2023. "Comparative Analysis of the Impact of Policy Uncertainty, Agricultural Output, and Renewable Energy on Environmental Sustainability," Sustainability, MDPI, vol. 15(11), pages 1-17, May.
    21. Guesmi, Khaled & Makrychoriti, Panagiota & Spyrou, Spyros, 2023. "The relationship between climate risk, climate policy uncertainty, and CO2 emissions: Empirical evidence from the US," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 610-628.
    22. Hang Su & Yong Geng & Xi-Qiang Xia & Quan-Jing Wang, 2022. "Economic Policy Uncertainty, Social Development, Political Regimes and Environmental Quality," IJERPH, MDPI, vol. 19(4), pages 1-15, February.
    23. Chengtao Deng & Zixin Guo & Xiaoyue Huang & Tao Shen, 2023. "The Dynamic Nexus of Fossil Energy Consumption, Temperature and Carbon Emissions: Evidence from Simultaneous Equation Model," IJERPH, MDPI, vol. 20(3), pages 1-17, January.
    24. Wang, Shuguang & Sun, Luang & Iqbal, Sajid, 2022. "Green financing role on renewable energy dependence and energy transition in E7 economies," Renewable Energy, Elsevier, vol. 200(C), pages 1561-1572.

    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. Philip Kerner & Torben Klarl & Tobias Wendler, 2021. "Green Technologies, Environmental Policy and Regional Growth," Bremen Papers on Economics & Innovation 2104, University of Bremen, Faculty of Business Studies and Economics.
    2. Chakraborty, Saptorshee Kanto & Mazzanti, Massimiliano, 2021. "Renewable electricity and economic growth relationship in the long run: Panel data econometric evidence from the OECD," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 330-341.
    3. Hunt, Richard A. & Song, Yue & Townsend, David M. & Stallkamp, Maximilian, 2021. "Internationalization of entrepreneurial firms: Leveraging real options reasoning through affordable loss logics," Journal of Business Research, Elsevier, vol. 133(C), pages 194-207.
    4. Shahbaz, Muhammad & Sinha, Avik & Raghutla, Chandrashekar & Vo, Xuan Vinh, 2022. "Decomposing scale and technique effects of financial development and foreign direct investment on renewable energy consumption," Energy, Elsevier, vol. 238(PB).
    5. Alexandra-Anca Purcel, 2020. "New insights into the environmental Kuznets curve hypothesis in developing and transition economies: a literature survey," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 22(4), pages 585-631, October.
    6. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2020. "The Environmental Kuznets Curve across Australian states and territories," Energy Economics, Elsevier, vol. 90(C).
    7. Carlos Andrés Zapata Quimbayo, 2020. "OPCIONES REALES Una guía teórico-práctica para la valoración de inversiones bajo incertidumbre mediante modelos en tiempo discreto y simulación de Monte Carlo," Books, Universidad Externado de Colombia, Facultad de Finanzas, Gobierno y Relaciones Internacionales, number 138, April.
    8. Chakraborty, Saptorshee Kanto & Mazzanti, Massimiliano, 2020. "Energy intensity and green energy innovation: Checking heterogeneous country effects in the OECD," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 328-343.
    9. Pata, Ugur Korkut & Destek, Mehmet Akif & Manga, Muge & Cengiz, Orhan, 2022. "Militarization of NATO Countries Sparks Climate Change? Investigating the Moderating Role of Technological Progress and Financial Development," MPRA Paper 117567, University Library of Munich, Germany.
    10. Fotis, Panagiotis & Polemis, Michael, 2018. "The impact of market deregulation on milk price: A dynamic panel data approach," MPRA Paper 86542, University Library of Munich, Germany.
    11. Qamruzzaman, Md & Karim, Salma & Jahan, Ishrat, 2022. "Nexus between economic policy uncertainty, foreign direct investment, government debt and renewable energy consumption in 13 top oil importing nations: Evidence from the symmetric and asymmetric inves," Renewable Energy, Elsevier, vol. 195(C), pages 121-136.
    12. Lin, Boqiang & Okoye, Jude O., 2023. "Towards renewable energy generation and low greenhouse gas emission in high-income countries: Performance of financial development and governance," Renewable Energy, Elsevier, vol. 215(C).
    13. Gangopadhyay, Partha & Jain, Siddharth & Bakry, Walid, 2022. "In search of a rational foundation for the massive IT boom in the Australian banking industry: Can the IT boom really drive relationship banking?," International Review of Financial Analysis, Elsevier, vol. 82(C).
    14. Elisa Cavatorta & Ron P. Smith, 2017. "Factor Models in Panels with Cross-sectional Dependence: An Application to the Extended SIPRI Military Expenditure Data," Defence and Peace Economics, Taylor & Francis Journals, vol. 28(4), pages 437-456, July.
    15. Dapena, Jose Pablo, 2003. "On the Valuation of Companies with Growth Opportunities," Journal of Applied Economics, Universidad del CEMA, vol. 6(1), pages 1-24, May.
    16. Bolton, Patrick & Wang, Neng & Yang, Jinqiang, 2019. "Investment under uncertainty with financial constraints," Journal of Economic Theory, Elsevier, vol. 184(C).
    17. Cuypers, I.R.P., 2009. "Essays on equity joint ventures, uncertainty and experience," Other publications TiSEM 8dc79e86-c625-467f-a450-8, Tilburg University, School of Economics and Management.
    18. Marco Antonio Guimaraes Dias & Jose Paulo Teixeira, 2010. "Continuous-Time Option Games: Review of Models and Extensions," Multinational Finance Journal, Multinational Finance Journal, vol. 14(3-4), pages 219-254, September.
    19. Reed, W. Robert & Zhu, Min, 2017. "On estimating long-run effects in models with lagged dependent variables," Economic Modelling, Elsevier, vol. 64(C), pages 302-311.
    20. Madlener, Reinhard & Stoverink, Simon, 2012. "Power plant investments in the Turkish electricity sector: A real options approach taking into account market liberalization," Applied Energy, Elsevier, vol. 97(C), pages 124-134.

    More about this item

    Keywords

    Climate change; Policy uncertainty; Innovation; Government policy; CO2 emissions; Finance;
    All these keywords.

    JEL classification:

    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

    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:ecanpo:v:70:y:2021:i:c:p:490-501. 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.journals.elsevier.com/economic-analysis-and-policy .

    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.