IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v79y2022icp643-656.html
   My bibliography  Save this article

Stringent environmental regulation and capital structure: The effect of NEPL on deleveraging the high polluting firms

Author

Listed:
  • Yang, Jingyi
  • Shi, Daqian
  • Yang, Wenbo

Abstract

This paper studies the impact of stringent environmental regulation on the financial behavior of firms. Using panel data of Chinese listed companies from 2009 to 2018, we take the implementation of the new environmental protection law (NEPL) in 2015 as a quasi-natural experiment and identify its impact on the deleveraging of high polluting firms. The possible reason is that the nationwide legal construction by NEPL will set the tone of environmental governance for a long time in the future. Considering the environmental legitimacy and sustainable development, firms change their strategies and reduce their short-sighted behaviors, which are reflected in the changes in investment and financing. On the one hand, banks cut down loans to high polluting firms with environmental risks and increase their financing costs, thereby reducing leverage. On the other hand, firms reduce fixed asset investment and increase R&D and environmental expenditures under the formal supervision of the government and unformal supervision of other stakeholders, realizing deleveraging and green transformation. Considering the heterogeneity of firms, NEPL has a greater effect on state-owned firms, small-scale firms, technology-intensive firms, firms without political connections, high financing constraints firms, and firms in the decline stage. This study identifies the effectiveness of environmental governance on the deleveraging of high polluting firms for lowering financial risks for the first time. Our empirical evidence strongly supports that China's new environmental protection law can realize a win-win situation of the environment and economy.

Suggested Citation

  • Yang, Jingyi & Shi, Daqian & Yang, Wenbo, 2022. "Stringent environmental regulation and capital structure: The effect of NEPL on deleveraging the high polluting firms," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 643-656.
    • Handle: RePEc:eee:reveco:v:79:y:2022:i:c:p:643-656
    DOI: 10.1016/j.iref.2022.02.020
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056022000405
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.iref.2022.02.020?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. Dasgupta, Susmita & Hong, Jong Ho & Laplante, Benoit & Mamingi, Nlandu, 2006. "Disclosure of environmental violations and stock market in the Republic of Korea," Ecological Economics, Elsevier, vol. 58(4), pages 759-777, July.
    2. Omesh Kini & Jaideep Shenoy & Venkat Subramaniam, 2017. "Impact of Financial Leverage on the Incidence and Severity of Product Failures: Evidence from Product Recalls," The Review of Financial Studies, Society for Financial Studies, vol. 30(5), pages 1790-1829.
    3. Thomas W. Bates & Kathleen M. Kahle & René M. Stulz, 2009. "Why Do U.S. Firms Hold So Much More Cash than They Used To?," Journal of Finance, American Finance Association, vol. 64(5), pages 1985-2021, October.
    4. Guonan Ma & James Laurenceson, 2019. "China’S Debt Challenge: Stylized Facts, Drivers And Policy Implications," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(04), pages 815-837, September.
    5. Matthew Serfling, 2016. "Firing Costs and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 71(5), pages 2239-2286, October.
    6. Chan, Kenneth S. & Dang, Vinh Q.T. & Yan, Isabel K.M., 2012. "Chinese firms’ political connection, ownership, and financing constraints," Economics Letters, Elsevier, vol. 115(2), pages 164-167.
    7. Wang, Yizhong & Chen, Carl R. & Huang, Ying Sophie, 2014. "Economic policy uncertainty and corporate investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 227-243.
    8. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    9. Jing-Wen Huang & Yong-Hui Li, 2017. "Green Innovation and Performance: The View of Organizational Capability and Social Reciprocity," Journal of Business Ethics, Springer, vol. 145(2), pages 309-324, October.
    10. Harshana Kasseeah, 2008. "What determines the leverage decisions of Chinese firms?," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 13(3), pages 354-374.
    11. Sharma, Prateek, 2017. "Long-term persistence in corporate capital structure: Evidence from India," Research in International Business and Finance, Elsevier, vol. 42(C), pages 249-261.
    12. Gordon Phillips & Giorgo Sertsios, 2013. "How Do Firm Financial Conditions Affect Product Quality and Pricing?," Management Science, INFORMS, vol. 59(8), pages 1764-1782, August.
    13. Dang, Viet Anh, 2013. "An empirical analysis of zero-leverage firms: New evidence from the UK," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 189-202.
    14. Gerwin Laan & Hans Ees & Arjen Witteloostuijn, 2008. "Corporate Social and Financial Performance: An Extended Stakeholder Theory, and Empirical Test with Accounting Measures," Journal of Business Ethics, Springer, vol. 79(3), pages 299-310, May.
    15. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    16. Robichek, Alexander A. & Myers, Stewart C., 1966. "Problems in the Theory of Optimal Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 1(2), pages 1-35, June.
    17. Qitong Yu & Shaoyang Fang & Jianjun Wang, 2018. "A Study on the Influence of Institutional Investor Heterogeneity on the Executive Pay Stickiness¡ª¡ªBased on the Perspective of Industrial Factor Intensity," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 10(9), pages 168-168, September.
    18. Michael Greenstone & John A. List & Chad Syverson, 2011. "The Effects of Environmental Regulation on the Competiveness of U.S. Manufacturing," Working Papers 11-03, Center for Economic Studies, U.S. Census Bureau.
    19. Sendhil Mullainathan & Andrei Shleifer, 2005. "The Market for News," American Economic Review, American Economic Association, vol. 95(4), pages 1031-1053, September.
    20. Feng Shen & Yunwen Ma & Run Wang & Ningning Pan & Zhiyi Meng, 2019. "Does environmental performance affect financial performance? Evidence from Chinese listed companies in heavily polluting industries," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 1941-1958, July.
    21. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    22. Talavera, Oleksandr & Tsapin, Andriy & Zholud, Oleksandr, 2012. "Macroeconomic uncertainty and bank lending: The case of Ukraine," Economic Systems, Elsevier, vol. 36(2), pages 279-293.
    23. Zhang, Qi & Yu, Zhi & Kong, Dongmin, 2019. "The real effect of legal institutions: Environmental courts and firm environmental protection expenditure," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    24. Kang, Wensheng & Lee, Kiseok & Ratti, Ronald A., 2014. "Economic policy uncertainty and firm-level investment," Journal of Macroeconomics, Elsevier, vol. 39(PA), pages 42-53.
    25. Sheikh, Shahbaz, 2019. "Corporate social responsibility and firm leverage: The impact of market competition," Research in International Business and Finance, Elsevier, vol. 48(C), pages 496-510.
    26. Wenjing Li & Xiaoyan Lu, 2016. "Institutional Interest, Ownership Type, and Environmental Capital Expenditures: Evidence from the Most Polluting Chinese Listed Firms," Journal of Business Ethics, Springer, vol. 138(3), pages 459-476, October.
    27. Liu, Xinghe & Xu, Huifeng & Lu, Meiting, 2021. "Do auditors respond to stringent environmental regulation? Evidence from China’s new environmental protection law," Economic Modelling, Elsevier, vol. 96(C), pages 54-67.
    28. Yan Liang, 2017. "Rebalancing, Deleveraging and Sustaining Growth in China," Chinese Economy, Taylor & Francis Journals, vol. 50(6), pages 370-380, November.
    29. Wu, Jing & Zuidema, Christian & Gugerell, Katharina & de Roo, Gert, 2017. "Mind the gap! Barriers and implementation deficiencies of energy policies at the local scale in urban China," Energy Policy, Elsevier, vol. 106(C), pages 201-211.
    30. Andrei Shleifer & Robert W. Vishny, 1994. "Politicians and Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 995-1025.
    31. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    32. Blyth, William & Bradley, Richard & Bunn, Derek & Clarke, Charlie & Wilson, Tom & Yang, Ming, 2007. "Investment risks under uncertain climate change policy," Energy Policy, Elsevier, vol. 35(11), pages 5766-5773, November.
    33. Nandy, Monomita & Lodh, Suman, 2012. "Do banks value the eco-friendliness of firms in their corporate lending decision? Some empirical evidence," International Review of Financial Analysis, Elsevier, vol. 25(C), pages 83-93.
    34. Xinghe Liu & Enxian Wang & Danting Cai, 2018. "Environmental Regulation and Corporate Financing—Quasi-Natural Experiment Evidence from China," Sustainability, MDPI, vol. 10(11), pages 1-22, November.
    35. David A. Matsa, 2011. "Running on Empty? Financial Leverage and Product Quality in the Supermarket Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 3(1), pages 137-173, February.
    36. Eugene F. Fama, 2002. "Testing Trade-Off and Pecking Order Predictions About Dividends and Debt," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 1-33, March.
    37. Olivier Deschênes & Michael Greenstone & Joseph S. Shapiro, 2017. "Defensive Investments and the Demand for Air Quality: Evidence from the NOx Budget Program," American Economic Review, American Economic Association, vol. 107(10), pages 2958-2989, October.
    38. Berger, Philip G & Ofek, Eli & Yermack, David L, 1997. "Managerial Entrenchment and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 52(4), pages 1411-1438, September.
    39. Flannery, Mark J. & Rangan, Kasturi P., 2006. "Partial adjustment toward target capital structures," Journal of Financial Economics, Elsevier, vol. 79(3), pages 469-506, March.
    40. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    41. Zhou, Di & Qiu, Yuan & Wang, Mingzhe, 2021. "Does environmental regulation promote enterprise profitability? Evidence from the implementation of China's newly revised Environmental Protection Law," Economic Modelling, Elsevier, vol. 102(C).
    42. Siddique, Md Abubakar & Akhtaruzzaman, Md & Rashid, Afzalur & Hammami, Helmi, 2021. "Carbon disclosure, carbon performance and financial performance: International evidence," International Review of Financial Analysis, Elsevier, vol. 75(C).
    43. Naheed Rabbani, 2020. "Determinants of Capital Structure: Insights from Japanese Private Firms," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 27(4), pages 587-603, December.
    44. Hongshan Ai & Shenglan Hu & Ke Li & Shuai Shao, 2020. "Environmental regulation, total factor productivity, and enterprise duration: Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2284-2296, September.
    45. Wen Chen & Ying Wu & Wei Zhang, 2021. "China’s New Environmental Protection Law and Green Innovation: Evidence from Prefecture-Level Cities," Complexity, Hindawi, vol. 2021, pages 1-13, May.
    46. de Miguel, Alberto & Pindado, Julio, 2001. "Determinants of capital structure: new evidence from Spanish panel data," Journal of Corporate Finance, Elsevier, vol. 7(1), pages 77-99, March.
    47. Leiter, Andrea M. & Parolini, Arno & Winner, Hannes, 2011. "Environmental regulation and investment: Evidence from European industry data," Ecological Economics, Elsevier, vol. 70(4), pages 759-770, February.
    48. Cai, Jie & Zhang, Zhe, 2011. "Leverage change, debt overhang, and stock prices," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 391-402, June.
    49. Shi, Xinzheng & Xu, Zhufeng, 2018. "Environmental regulation and firm exports: Evidence from the eleventh Five-Year Plan in China," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 187-200.
    50. Haakon Vennemo & Kristin Aunan & Henrik Lindhjem & Hans Martin Seip, 2009. "Environmental Pollution in China: Status and Trends," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 3(2), pages 209-230, Summer.
    51. Sendhil Mullainathan & Andrei Shleifer, 2005. "The Market for News," American Economic Review, American Economic Association, vol. 95(4), pages 1031-1053, September.
    52. Kneller, Richard & Manderson, Edward, 2012. "Environmental regulations and innovation activity in UK manufacturing industries," Resource and Energy Economics, Elsevier, vol. 34(2), pages 211-235.
    53. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    54. Chiu, Wan-Chien & Wang, Chih-Wei & Peña, Juan Ignacio, 2016. "Tail risk spillovers and corporate cash holdings," Journal of Multinational Financial Management, Elsevier, vol. 36(C), pages 30-48.
    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. Zhouzhou Lin & Dezhi Liang & Shengnan Li, 2022. "Environmental Regulation and Green Technology Innovation: Evidence from China’s Heavily Polluting Companies," Sustainability, MDPI, vol. 14(19), pages 1-18, September.
    2. Huang, Ming & Wang, Xiaoxiao & Wang, Xuewu & Zhang, Qunzi, 2024. "Carbon risk and corporate maturity mismatch," Journal of International Money and Finance, Elsevier, vol. 149(C).
    3. Shu, Hao & Tan, Weiqiang & Wei, Ping, 2023. "Carbon policy risk and corporate capital structure decision," International Review of Financial Analysis, Elsevier, vol. 86(C).
    4. Liu, Xing & Liu, Fengzhong, 2022. "Environmental regulation and corporate financial asset allocation: A natural experiment from the new environmental protection law in China," Finance Research Letters, Elsevier, vol. 47(PA).
    5. Bai, Rui & Lin, Boqiang, 2024. "Green finance and green innovation: Theoretical analysis based on game theory and empirical evidence from China," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 760-774.
    6. Lee, Chien-Chiang & Zhong, Qiming & Wen, Huwei & Song, Qinghua, 2023. "Blessing or curse: How does sustainable development policy affect total factor productivity of energy-intensive enterprises?," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    7. Liao, Tianlong & Liu, Guanchun & Liu, Yuanyuan & Lu, Rui, 2023. "Environmental regulation and corporate employment revisited: New quasi-natural experimental evidence from China's new environmental protection law," Energy Economics, Elsevier, vol. 124(C).
    8. Jia, Haibo & Xue, Jun, 2024. "Relationship between administrative punishment and corporate debt financing," Finance Research Letters, Elsevier, vol. 64(C).
    9. Chen, Chen & Wang, Tao & Jia, Ximeng, 2023. "Short-termism in financial decision-making: Uncovering the influence of managerial myopia on corporate financial asset allocation through MD&A textual analysis," International Review of Financial Analysis, Elsevier, vol. 90(C).
    10. Li, Cong & Wang, Yiming & Sun, Weiguo & Yu, Yue & Ding, Yuzhen, 2024. "Green credit policy and corporate deleveraging: Evidence from China," Finance Research Letters, Elsevier, vol. 66(C).
    11. Min Liu & Yamei Li & Jiangfeng Hu, 2024. "Does the Yangtze River Protection Strategy help heavily polluting corporates deleverage? Evidence from corporates in the Yangtze River Economic Belt," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-30, April.

    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. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2015. "In search of robust methods for dynamic panel data models in empirical corporate finance," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 84-98.
    2. Wang, Huaxing & Li, Tianzi & Zhu, Junfan & Jian, Youting & Wang, Zeyu & Wang, Zengwen, 2023. "China's new environmental protection law: Implications for mineral resource policy, environmental precaution and green finance," Resources Policy, Elsevier, vol. 85(PB).
    3. Bigelli, Marco & Martín-Ugedo, Juan Francisco & Sánchez-Vidal, F. Javier, 2014. "Financial conservatism of private firms," Journal of Business Research, Elsevier, vol. 67(11), pages 2419-2427.
    4. Chang, Ya-Kai & Chou, Robin K. & Huang, Tai-Hsin, 2014. "Corporate governance and the dynamics of capital structure: New evidence," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 374-385.
    5. Vega-Gutierrez, Pedro Luis & López-Iturriaga, Félix J. & Rodriguez-Sanz, Juan Antonio, 2021. "Labour market conditions and the corporate financing decision: A European analysis," Research in International Business and Finance, Elsevier, vol. 58(C).
    6. Ebrahim, M. Shahid & Girma, Sourafel & Shah, M. Eskandar & Williams, Jonathan, 2014. "Dynamic capital structure and political patronage: The case of Malaysia," International Review of Financial Analysis, Elsevier, vol. 31(C), pages 117-128.
    7. Strike Mbulawa & Nathan F. Okurut & Mogale Ntsosa & Narain Sinha, 2020. "Optimal Capital Structure and Speed of Adjustment under Hyperinflation and Dollarization," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 12(2), pages 158-177, May.
    8. Morais, Flávio & Serrasqueiro, Zélia & Ramalho, Joaquim J.S., 2022. "Capital structure speed of adjustment heterogeneity across zero leverage and leveraged European firms," Research in International Business and Finance, Elsevier, vol. 62(C).
    9. Liao, Tianlong & Liu, Guanchun & Liu, Yuanyuan & Lu, Rui, 2023. "Environmental regulation and corporate employment revisited: New quasi-natural experimental evidence from China's new environmental protection law," Energy Economics, Elsevier, vol. 124(C).
    10. Ampenberger, Markus & Schmid, Thomas & Achleitner, Ann-Kristin & Kaserer, Christoph, 2009. "Capital structure decisions in family firms: empirical evidence from a bank-based economy," CEFS Working Paper Series 2009-05, Technische Universität München (TUM), Center for Entrepreneurial and Financial Studies (CEFS).
    11. Giorgio Canarella & Stephen M. Miller, 2019. "Determinants of Optimal Capital Structure and Speed of Adjustment: Evidence from the U.S. ICT Sector," Working papers 2019-06, University of Connecticut, Department of Economics.
    12. Shoaib Ali & Attiya Yasmin Javid, 2015. "Relationship between Credit Rating, Capital Structure and Earning Management Behaviour: Evidence from Pakistani Listed Firms," PIDE-Working Papers 2015:121, Pakistan Institute of Development Economics.
    13. Stavros H. Arvanitis & Irakleia S. Tzigkounaki & Theodoros V. Stamatopoulos & Eleftherios I. Thalassinos, 2012. "Dynamic Approach of Capital Structure of European Shipping Companies," International Journal of Business and Economic Sciences Applied Research (IJBESAR), Democritus University of Thrace (DUTH), Kavala Campus, Greece, vol. 5(3), pages 33-63, December.
    14. Sardo, Filipe & Serrasqueiro, Zélia & Armada, Manuel Rocha, 2022. "The importance of owner loans for rebalancing the capital structure of small knowledge-intensive service firms," Research in International Business and Finance, Elsevier, vol. 61(C).
    15. Mona Yaghoubi & Michael O’Connor Keefe, 2018. "The Influence of Investment Volatility on Capital Structure and Cash Holdings," Working Papers in Economics 18/20, University of Canterbury, Department of Economics and Finance.
    16. Ajid ur Rehman & Man Wang & Sultan Sikandar Mirza, 2017. "How do Chinese firms adjust their financial leverage: an empirical investigation using multiple GMM models," China Finance and Economic Review, Springer, vol. 5(1), pages 1-30, December.
    17. Graham, John R. & Leary, Mark T. & Roberts, Michael R., 2015. "A century of capital structure: The leveraging of corporate America," Journal of Financial Economics, Elsevier, vol. 118(3), pages 658-683.
    18. Jouida, Sameh & Hellara, Slaheddine, 2018. "Diversification and target leverage of financial institutions," Journal of Multinational Financial Management, Elsevier, vol. 46(C), pages 11-35.
    19. Shofiqur Rahman, 2020. "Credit supply and capital structure adjustments," Financial Management, Financial Management Association International, vol. 49(4), pages 949-972, December.
    20. Ruwani Fernando, Jayasuriya Mahapatabendige & Li, Leon & Hou, Greg, 2021. "Heterogeneity in capital structure adjustment revisited: Default versus non-default firms and short versus long time horizon," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 185-204.

    More about this item

    Keywords

    Environmental protection law; Environmental regulations; Capital structure;
    All these keywords.

    JEL classification:

    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

    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:reveco:v:79:y:2022:i:c:p:643-656. 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/locate/inca/620165 .

    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.