IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v78y2024ics0160791x24002136.html
   My bibliography  Save this article

Are the media drivers of R&D?

Author

Listed:
  • Peña-Martel, Devora
  • Díaz-Díaz, Nieves L.
  • Pérez-Alemán, Jerónimo
  • Santana-Martín, Domingo J.

Abstract

Research exploring how extra-legal institutional aspects might impact corporate investment policy in innovation is still in its early stages. This lack of research is even greater when it comes to studying the role of media attention in corporate innovation. This study extends prior literature by investigating the relationship between media visibility and research and development (R&D) investment in a continental European context. Using a sample of Spanish listed firms in the 2008–2022 period, results indicate that media attention has a positive effect on corporate innovation. The results provide support for arguments that the media reduce agency conflicts, facilitate fundraising, and increase the reputational risk of internal agents as well as the pressure to meet stakeholder demands and the chances of obtaining external help to develop new ideas and projects. Moreover, we show that media attention encourages innovation in companies who are more isolated from stakeholder demands, who face greater agency conflicts, or who suffer from financial difficulties.

Suggested Citation

  • Peña-Martel, Devora & Díaz-Díaz, Nieves L. & Pérez-Alemán, Jerónimo & Santana-Martín, Domingo J., 2024. "Are the media drivers of R&D?," Technology in Society, Elsevier, vol. 78(C).
  • Handle: RePEc:eee:teinso:v:78:y:2024:i:c:s0160791x24002136
    DOI: 10.1016/j.techsoc.2024.102665
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X24002136
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2024.102665?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. Gao, Xin & Xu, Weidong & Li, Donghui & Xing, Lu, 2021. "Media coverage and investment efficiency," Journal of Empirical Finance, Elsevier, vol. 63(C), pages 270-293.
    2. Julian Atanassov, 2013. "Do Hostile Takeovers Stifle Innovation? Evidence from Antitakeover Legislation and Corporate Patenting," Journal of Finance, American Finance Association, vol. 68(3), pages 1097-1131, June.
    3. Jiro Kondo & Danielle Li & Dimitris Papanikolaou, 2021. "Trust, Collaboration, and Economic Growth," Management Science, INFORMS, vol. 67(3), pages 1825-1850, March.
    4. Joseph D. Piotroski & T. J. Wong & Tianyu Zhang, 2017. "Political Bias in Corporate News: The Role of Conglomeration Reform in China," Journal of Law and Economics, University of Chicago Press, vol. 60(1), pages 173-207.
    5. El Ghoul, Sadok & Gong, Zhaoran (Jason) & Guedhami, Omrane & Hou, Fangfang & Tong, Wilson H.S., 2023. "Social trust and firm innovation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    6. Minetti, Raoul & Murro, Pierluigi & Paiella, Monica, 2015. "Ownership structure, governance, and innovation," European Economic Review, Elsevier, vol. 80(C), pages 165-193.
    7. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    8. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 2000. "Investor protection and corporate governance," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 3-27.
    9. Nicola Lacetera, 2001. "Corporate Governance and the Governance of Innovation: The Case of Pharmaceutical Industry," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 5(1), pages 29-59, March.
    10. Borghesi, Richard & Houston, Joel F. & Naranjo, Andy, 2014. "Corporate socially responsible investments: CEO altruism, reputation, and shareholder interests," Journal of Corporate Finance, Elsevier, vol. 26(C), pages 164-181.
    11. Craig Crossland & Donald C. Hambrick, 2007. "How national systems differ in their constraints on corporate executives: a study of CEO effects in three countries," Strategic Management Journal, Wiley Blackwell, vol. 28(8), pages 767-789, August.
    12. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    13. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    14. Alexander Dyck & Natalya Volchkova & Luigi Zingales, 2008. "The Corporate Governance Role of the Media: Evidence from Russia," Journal of Finance, American Finance Association, vol. 63(3), pages 1093-1135, June.
    15. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    16. Balsmeier, Benjamin & Fleming, Lee & Manso, Gustavo, 2017. "Independent boards and innovation," Journal of Financial Economics, Elsevier, vol. 123(3), pages 536-557.
    17. Rodrigues, Ricardo & Samagaio, António & Felício, Teresa, 2020. "Corporate governance and R&D investment by European listed companies," Journal of Business Research, Elsevier, vol. 115(C), pages 289-295.
    18. David Hirshleifer & Angie Low & Siew Hong Teoh, 2012. "Are Overconfident CEOs Better Innovators?," Journal of Finance, American Finance Association, vol. 67(4), pages 1457-1498, August.
    19. Raquel Ortega-Argilés & Rosina Moreno & Jordi Caralt, 2005. "Ownership structure and innovation: is there a real link?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 39(4), pages 637-662, December.
    20. Robert M. Bushman & Christopher D. Williams & Regina Wittenberg‐Moerman, 2017. "The Informational Role of the Media in Private Lending," Journal of Accounting Research, Wiley Blackwell, vol. 55(1), pages 115-152, March.
    21. Guo, Bing & Pérez-Castrillo, David & Toldrà-Simats, Anna, 2019. "Firms’ innovation strategy under the shadow of analyst coverage," Journal of Financial Economics, Elsevier, vol. 131(2), pages 456-483.
    22. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    23. Ball, Ray & Shivakumar, Lakshmanan, 2005. "Earnings quality in UK private firms: comparative loss recognition timeliness," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 83-128, February.
    24. Jiaxing You & Bohui Zhang & Le Zhang, 2018. "Who Captures the Power of the Pen?," The Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 43-96.
    25. Yuan, Rongli & Wen, Wen, 2018. "Managerial foreign experience and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 752-770.
    26. Yang, Tina & Zhao, Shan, 2014. "CEO duality and firm performance: Evidence from an exogenous shock to the competitive environment," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 534-552.
    27. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    28. Caballero-Morales, Santiago-Omar, 2021. "Innovation as recovery strategy for SMEs in emerging economies during the COVID-19 pandemic," Research in International Business and Finance, Elsevier, vol. 57(C).
    29. David Aboody & Baruch Lev, 2000. "Information Asymmetry, R&D, and Insider Gains," Journal of Finance, American Finance Association, vol. 55(6), pages 2747-2766, December.
    30. Gao, Xin & Xu, Weidong & Li, Donghui, 2022. "Media coverage and corporate risk-taking: International evidence," Journal of Multinational Financial Management, Elsevier, vol. 65(C).
    31. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 1999. "Corporate Ownership Around the World," Journal of Finance, American Finance Association, vol. 54(2), pages 471-517, April.
    32. Zingales, Luigi & Dyck, Alexander, 2002. "The Corporate Governance Role of the Media," Working Papers 184, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    33. Brian J. Bushee & John E. Core & Wayne Guay & Sophia J.W. Hamm, 2010. "The Role of the Business Press as an Information Intermediary," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 1-19, March.
    34. Djankov, Simeon & La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei, 2008. "The law and economics of self-dealing," Journal of Financial Economics, Elsevier, vol. 88(3), pages 430-465, June.
    35. Alexander Dyck & Luigi Zingales, 2002. "The Corporate Governance Role of the Media," NBER Working Papers 9309, National Bureau of Economic Research, Inc.
    36. Zyglidopoulos, Stelios C. & Georgiadis, Andreas P. & Carroll, Craig E. & Siegel, Donald S., 2012. "Does media attention drive corporate social responsibility?," Journal of Business Research, Elsevier, vol. 65(11), pages 1622-1627.
    37. Sendhil Mullainathan & Andrei Shleifer, 2005. "The Market for News," American Economic Review, American Economic Association, vol. 95(4), pages 1031-1053, September.
    38. Liu, Baixiao & McConnell, John J., 2013. "The role of the media in corporate governance: Do the media influence managers' capital allocation decisions?," Journal of Financial Economics, Elsevier, vol. 110(1), pages 1-17.
    39. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2017. "What promotes R&D? Comparative evidence from around the world," Research Policy, Elsevier, vol. 46(2), pages 447-462.
    40. James R. Brown & Gustav Martinsson, 2019. "Does Transparency Stifle or Facilitate Innovation?," Management Science, INFORMS, vol. 65(4), pages 1600-1623, April.
    41. Joseph E. Engelberg & Christopher A. Parsons, 2011. "The Causal Impact of Media in Financial Markets," Journal of Finance, American Finance Association, vol. 66(1), pages 67-97, February.
    42. Christopher Kurzhals & Lorenz Graf‐Vlachy & Andreas König, 2020. "Strategic leadership and technological innovation: A comprehensive review and research agenda," Corporate Governance: An International Review, Wiley Blackwell, vol. 28(6), pages 437-464, November.
    43. Joel Peress, 2014. "Learning from Stock Prices and Economic Growth," The Review of Financial Studies, Society for Financial Studies, vol. 27(10), pages 2998-3059.
    44. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    45. Honoré, Florence & Munari, Federico & van Pottelsberghe de La Potterie, Bruno, 2015. "Corporate governance practices and companies’ R&D intensity: Evidence from European countries," Research Policy, Elsevier, vol. 44(2), pages 533-543.
    46. Liu, Baixiao & McConnell, John J. & Xu, Wei, 2017. "The power of the pen reconsidered: The media, CEO human capital, and corporate governance," Journal of Banking & Finance, Elsevier, vol. 76(C), pages 175-188.
    47. Paul C. Tetlock & Maytal Saar‐Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, June.
    48. Renata Konadu & Samuel Owusu‐Agyei & Theophilus A. Lartey & Albert Danso & Samuel Adomako & Joseph Amankwah‐Amoah, 2020. "CEOs' reputation, quality management and environmental innovation: The roles of stakeholder pressure and resource commitment," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2310-2323, September.
    49. Gregory S. Miller, 2006. "The Press as a Watchdog for Accounting Fraud," Journal of Accounting Research, Wiley Blackwell, vol. 44(5), pages 1001-1033, December.
    50. Antonio Falato & Dan Li & Todd Milbourn, 2015. "Which Skills Matter in the Market for CEOs? Evidence from Pay for CEO Credentials," Management Science, INFORMS, vol. 61(12), pages 2845-2869, December.
    51. Tae Choi & Jinchul Jung, 2008. "Ethical Commitment, Financial Performance, and Valuation: An Empirical Investigation of Korean Companies," Journal of Business Ethics, Springer, vol. 81(2), pages 447-463, August.
    52. Core, John E. & Guay, Wayne & Larcker, David F., 2008. "The power of the pen and executive compensation," Journal of Financial Economics, Elsevier, vol. 88(1), pages 1-25, April.
    53. Kenneth R. Ahern & Denis Sosyura, 2014. "Who Writes the News? Corporate Press Releases during Merger Negotiations," Journal of Finance, American Finance Association, vol. 69(1), pages 241-291, February.
    54. repec:bla:jfinan:v:53:y:1998:i:1:p:1-25 is not listed on IDEAS
    55. Ommen, Nils O. & Blut, Markus & Backhaus, Christof & Woisetschläger, David M., 2016. "Toward a better understanding of stakeholder participation in the service innovation process: More than one path to success," Journal of Business Research, Elsevier, vol. 69(7), pages 2409-2416.
    56. Faleye, Olubunmi & Kovacs, Tunde & Venkateswaran, Anand, 2014. "Do Better-Connected CEOs Innovate More?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(5-6), pages 1201-1225, December.
    57. Faccio, Mara & Lang, Larry H. P., 2002. "The ultimate ownership of Western European corporations," Journal of Financial Economics, Elsevier, vol. 65(3), pages 365-395, September.
    58. Zhong, Rong (Irene), 2018. "Transparency and firm innovation," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 67-93.
    59. Laura Baselga-Pascual & Antonio Trujillo-Ponce & Emilia Vähämaa & Sami Vähämaa, 2018. "Ethical Reputation of Financial Institutions: Do Board Characteristics Matter?," Journal of Business Ethics, Springer, vol. 148(3), pages 489-510, March.
    60. Lili Dai & Rui Shen & Bohui Zhang, 2021. "Does the media spotlight burn or spur innovation?," Review of Accounting Studies, Springer, vol. 26(1), pages 343-390, March.
    61. Joe, Jennifer R. & Louis, Henock & Robinson, Dahlia, 2009. "Managers’ and Investors’ Responses to Media Exposure of Board Ineffectiveness," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 579-605, June.
    62. Baron, David P., 2008. "Managerial contracting and corporate social responsibility," Journal of Public Economics, Elsevier, vol. 92(1-2), pages 268-288, February.
    63. Ferraris, Alberto & Giachino, Chiara & Ciampi, Francesco & Couturier, Jerome, 2021. "R&D internationalization in medium-sized firms: The moderating role of knowledge management in enhancing innovation performances," Journal of Business Research, Elsevier, vol. 128(C), pages 711-718.
    64. Matthew Gentzkow & Jesse M. Shapiro, 2010. "What Drives Media Slant? Evidence From U.S. Daily Newspapers," Econometrica, Econometric Society, vol. 78(1), pages 35-71, January.
    65. Stephen Bear & Noushi Rahman & Corinne Post, 2010. "The Impact of Board Diversity and Gender Composition on Corporate Social Responsibility and Firm Reputation," Journal of Business Ethics, Springer, vol. 97(2), pages 207-221, December.
    66. Michael N. Young & Mike W. Peng & David Ahlstrom & Garry D. Bruton & Yi Jiang, 2008. "Corporate Governance in Emerging Economies: A Review of the Principal–Principal Perspective," Journal of Management Studies, Wiley Blackwell, vol. 45(1), pages 196-220, January.
    67. Lu Y. Zhang & Melissa Toffanin, 2018. "The information environment of the firm and the market valuation of R&D," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 45(9-10), pages 1051-1081, October.
    68. Sun, Helin & Cappa, Francesco & Zhu, Jia & Peruffo, Enzo, 2023. "The effect of CEO social capital, CEO duality and state-ownership on corporate innovation," International Review of Financial Analysis, Elsevier, vol. 87(C).
    69. Hu, Guoqiang & Luo, Jin-hui & Han, Liang & Liu, Tianbao, 2024. "Does media spotlight really burn innovation? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
    70. Claessens, Stijn & Djankov, Simeon & Lang, Larry H. P., 2000. "The separation of ownership and control in East Asian Corporations," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 81-112.
    71. Peggy M. Lee, 2005. "A comparison of ownership structures and innovations of US and Japanese firms," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 39-50.
    72. O’Connor, Matthew & Rafferty, Matthew, 2012. "Corporate Governance and Innovation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(2), pages 397-413, April.
    73. Bushman, Robert M. & Smith, Abbie J., 2001. "Financial accounting information and corporate governance," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 237-333, December.
    74. Farrell, Kathleen A. & Whidbee, David A., 2002. "Monitoring by the financial press and forced CEO turnover," Journal of Banking & Finance, Elsevier, vol. 26(12), pages 2249-2276.
    75. Umit G. Gurun & Alexander W. Butler, 2012. "Don't Believe the Hype: Local Media Slant, Local Advertising, and Firm Value," Journal of Finance, American Finance Association, vol. 67(2), pages 561-598, April.
    76. Cassell, Cory A. & Huang, Shawn X. & Manuel Sanchez, Juan & Stuart, Michael D., 2012. "Seeking safety: The relation between CEO inside debt holdings and the riskiness of firm investment and financial policies," Journal of Financial Economics, Elsevier, vol. 103(3), pages 588-610.
    Full references (including those not matched with items on IDEAS)

    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. Gao, Xin & Xu, Weidong & Li, Donghui, 2022. "Media coverage and corporate risk-taking: International evidence," Journal of Multinational Financial Management, Elsevier, vol. 65(C).
    2. Lili Dai & Rui Shen & Bohui Zhang, 2021. "Does the media spotlight burn or spur innovation?," Review of Accounting Studies, Springer, vol. 26(1), pages 343-390, March.
    3. Gao, Xin & Xu, Weidong & Li, Donghui & Xing, Lu, 2021. "Media coverage and investment efficiency," Journal of Empirical Finance, Elsevier, vol. 63(C), pages 270-293.
    4. Borochin, Paul & Cu, Wei Hua, 2018. "Alternative corporate governance: Domestic media coverage of mergers and acquisitions in China," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 1-25.
    5. Call, Andrew C. & Emett, Scott A. & Maksymov, Eldar & Sharp, Nathan Y., 2022. "Meet the press: Survey evidence on financial journalists as information intermediaries," Journal of Accounting and Economics, Elsevier, vol. 73(2).
    6. Dang, Tung Lam & Dang, Viet Anh & Moshirian, Fariborz & Nguyen, Lily & Zhang, Bohui, 2019. "News media coverage and corporate leverage adjustments," Journal of Banking & Finance, Elsevier, vol. 109(C).
    7. Baloria, Vishal P. & Heese, Jonas, 2018. "The effects of media slant on firm behavior," Journal of Financial Economics, Elsevier, vol. 129(1), pages 184-202.
    8. Siddiqui, Sayla & Shams, Syed, 2023. "Media coverage and patent trolls: A study on US high-tech firms," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    9. Kun Tracy Wang & Nathan Zhenghang Zhu & Guqiang Luo, 2024. "Does News Media Affect Firm Innovation in Emerging Markets? Evidence from China," Abacus, Accounting Foundation, University of Sydney, vol. 60(4), pages 709-751, December.
    10. Huang, Jiexiang & Roberts, Helen & Tan, Eric K.M., 2024. "Media uncertainty and risk-taking," International Review of Financial Analysis, Elsevier, vol. 91(C).
    11. Mariem Khalifa & Ali Sheikhbahaei & Mohammed Aminu Sualihu, 2024. "The power of the business media: Evidence from firm‐level productivity," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 51(1-2), pages 5-44, January.
    12. Tung L. Dang & Thi H. H. Huynh & Manh T. Nguyen, 2021. "Media attention and firm value: International evidence," International Review of Finance, International Review of Finance Ltd., vol. 21(3), pages 865-894, September.
    13. Dang, Tung Lam & Dang, Man & Hoang, Luong & Nguyen, Lily & Phan, Hoang Long, 2020. "Media coverage and stock price synchronicity," International Review of Financial Analysis, Elsevier, vol. 67(C).
    14. Hossain, Md Miran & Javakhadze, David, 2020. "Corporate media connections and merger outcomes," Journal of Corporate Finance, Elsevier, vol. 65(C).
    15. Hao, Jing, 2023. "Retail investor attention and corporate innovation in the big data era," International Review of Financial Analysis, Elsevier, vol. 86(C).
    16. Yang, Shuai & Wu, Chao, 2021. "Do Chinese managers listen to the media?: Evidence from mergers and acquisitions," Research in International Business and Finance, Elsevier, vol. 58(C).
    17. Liu, Mingzhi & Tang, Songlian & Wu, Zhenyu & Zeng, Rong, 2023. "The impact of foreign ownership on the media’s role in curbing insider trading around private meetings," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
    18. Yangyang Chen & C. S. Agnes Cheng & Shuo Li & Jingran Zhao, 2021. "The monitoring role of the media: Evidence from earnings management," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(3-4), pages 533-563, March.
    19. Li, Xuelian & Dong, Liang & Kot, Hung Wan & Liu, Ming, 2024. "Regulatory investigations, media coverage, and audit opinions," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 54(C).
    20. Robert M. Bushman & Christopher D. Williams & Regina Wittenberg‐Moerman, 2017. "The Informational Role of the Media in Private Lending," Journal of Accounting Research, Wiley Blackwell, vol. 55(1), pages 115-152, March.

    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:teinso:v:78:y:2024:i:c:s0160791x24002136. 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: https://www.journals.elsevier.com/technology-in-society .

    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.