Quantitative content analysis (e.g. text or data mining)

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Methodology (Collection)
Methodology (Analysis)

Quantitative content analysis (e.g. text or data mining) is a quantitative method defined within the Copyright Evidence wiki.

The following studies use this method for data analysis (96):

Aguiar and Waldfogel (2014)Aguiar, Luis, and Joel Waldfogel. Digitization, Copyright, and the Welfare Effects of Music Trade. Copyright, and the Welfare Effects of Music Trade (December 3, 2014) (2014).
Ahn and Yooney (2008)Ahn, Illtae, and Kiho Yoon. On the impact of digital music distribution. CESifo Economic Studies 55.2 (2009): 306-325.
Al-Rafee and Cronan (2006)Al-Rafee, S., & Cronan, T. P. (2006). Digital Piracy: Factors That Influence Attitude Toward Behavior. Journal of Business Ethics, 63(3), 237-259.
Altschuller and Benbunan-Fich (2009)Altschuller, S., & Benbunan-Fich, R. (2009). Is music downloading the new prohibition? What students reveal through an ethical dilemma. Ethics and Information Technology, 11(1), 49-56.
Arnold, Darmon, Dejean and Penard (2014)Arnold M. A., Darmon E., Dejean S. and Penard T., Graduated Response Policy and the Behaviour of Digital Pirates: Evidence from the French Three-Strike (Hadopi) Law (2014)
Astle and Muir (2002)Astle, P.J. and Muir, A., 2002. Digitization and preservation in public libraries and archives. Journal of Librarianship and Information Science, 34(2), pp.67-79.
Australian Law Reform Commission (2013)ALRC Report 122 (2013), available at http://www.alrc.gov.au/sites/default/files/pdfs/publications/final_report_alrc_122_2nd_december_2013_.pdf.
Bae and Choi (2006)Bae, Sang Hoo, and Jay Pil Choi. A model of piracy. Information Economics and Policy 18.3 (2006): 303-320.
Banerjee, Banerjee and Raychaudhuri (2008)Banerjee, Dyuti S., and Ajitava Raychaudhuri. OPTIMAL ENFORCEMENT AND ANTI‐COPYING STRATEGIES TO COUNTER COPYRIGHT INFRINGEMENT. Japanese Economic Review 59.4 (2008): 519-535.
Bechtold (2013)Bechtold, S., 2013. The fashion of TV show formats.
Beebe (2008)Beebe, B. (2008). An empirical study of US copyright fair use opinions, 1978-2005. University of Pennsylvania Law Review, 549-624.
Belleflamme (2002)Belleflamme, Paul. Pricing information goods in the presence of copying. U of London Queen Mary Economics Working Paper 463 (2002).
Belleflamme and Peitz (2014)Belleflammea, Paul, and Martin Peitzb. Digital piracy. (2014).
Bhattacharjee, Gopal, Lertwachara and Marsden (2006a)Bhattacharjee, S., Gopal, R., Lertwachara, K. and Marsden, J. R. 2006a. Whatever Happened to payola? An Empirical Analysis of Online Music Sharing. Decision Support Systems, 42, 104-120.
Bhattacharjee, Gopal, Lertwachara and Marsden (2006b)Bhattacharjee, S., Gopal, R. D., Lertwachara, K., & Marsden, J. R. (2006). Impact of Legal Threats on Online Music Sharing Activity: An Analysis of Music Industry Legal Actions*. Journal of law and economics, 49(1), 91-114.
Bjork (2012)Björk, B.C., The Hybrid Model for Open Access Publication of Scholarly Articles–a Failed Experiment?.
Brooks (2005)Brooks, T. (2005). Survey of reissues of US recordings. Council on Library and Information Resources.
Buccafusco and Masur (2013)Buccafusco, Christopher, and Jonathan S. Masur. Innovation and Incarceration: An Economic Analysis of Criminal Intellectual Property Law. S. Cal. L. Rev. 87 (2013): 275.
Cave, Deegan and Heinink (2000)Cave, M., Deegan, M. and Heinink, L., 2000. Copyright clearance in the refugee studies centre digital library project. RLG DigiNews, 4(5).
Charles River Associates (2013)Assessing the Economic Impacts of Adapting Certain Limitations and Exceptions to Copyright and Related Rights in the EU, Charles River Assoc., (2013), available at
Corbett (2011)Corbett, S., 2011. Archiving Our Culture in a Digital Environment: Copyright Law and Digitisation Practices in Cultural Heritage Institutions. New Zealand Law Foundation Report.
Cotropia and Gibson (2014)Cotropia, C. A., & Gibson, J. (2014). Copyright's Topography: An Empirical Study of Copyright Litigation. Texas Law Review, 92(7).
Creative Content Australia (2015)Creative Content Australia (2015). Australian Piracy Behaviours. 2015 Wave 7 Adults.
Danahar, Smith and Teland (2015)Danahar, B., Smith, M., Teland, R.,'Copyright Enforcement in the Digital Age: Empirical Evidence and Conclusions', WIPO/ACE/10/20, 2015
David (1993)David, P. A. 1993. “Intellectual Property Institutions and the Panda’ s Thumb: Patents , Copyrights and Trade Secrets in Economic Theory and History”, in M. Wallerstein, M. Mogee and R. Schoen (eds .), Global Dimensions of Intellectual Property Rights in Science and Technology . Washington DC: National Academy Press; 19-61.
Deazley (2008)Deazley, R. (2008) ‘Commentary on Milton's Contract 1667', in Primary Sources on Copyright (1450-1900), eds L. Bently & M. Kretschmer, www.copyrighthistory.org
Depoorter and Vanneste (2006)Depoorter, B. and Vanneste, S., 2006. Norms and enforcement: The case against copyright litigation. Oregon Law Review, 84(4), p.1127.
Depoorter and Walker (2013)Depoorter, B. and Walker, R.K., 2013. Copyright false positives.
Depoorter, Van Hiel and Vanneste (2011)Depoorter, B., Vanneste, S., & Van Hiel, A. (2011). Copyright Backlash. Southern California Law Review, 84.
DiCola (2013)DiCola, P. (2013). Money from Music: Survey Evidence on Musicians' Revenue and Lessons About Copyright Incentives. Ariz. L. Rev., 55, 301.
Dickson (2010)Dickson, M., 2010. Due diligence, futile effort: Copyright and the digitization of the Thomas E. Watson papers. The American Archivist, 73(2), pp.626-636.
Dryden (2008)Dryden, J.E., 2008. Copyright in the real world: Making archival material available on the Internet (Doctoral dissertation, University of Toronto).
Envisional (2011)Envisional (2011), Technical report: An Estimate of Infringing Use of the Internet
European Commission (2011a)Report on the Implementation and Effect of the Resale Right Directive (2001/84/EC), European Commission (2011), available at
European Commission (2013)European Commission (2013). Synthesis of the responses: Civil enforcement of intellectual property rights: Public consultation on efficiency of proceedings and accessibility measures
European Union Intellectual Property Office (2016)European Union Intellectual Property Office (2016). Intellectual Property and Youth.
Ford (2014)Ford, G. S. (2014). What is the effect of file sharing on the creation of new music? A critical review of 'A case study of file sharing and music output'. Phoenix Center for Advanced Legal & Economic Public Policy Studies. Available at SSRN 2407145.
GfK Belgium (2015)GfK Belgium, Provision of two online consumer surveys as support and evidence base to a Commission study: Identifying the main cross-border obstacles to the Digital Single Market and where they matter most
Ghose, Smith and Telang (2006)Ghose, A., Smith, M.D. and Telang, R., 2006. Internet exchanges for used books: An empirical analysis of product cannibalization and welfare impact. Information Systems Research, 17(1), pp.3-19.
Giletti (2012)Giletti, T., Why Pay if it’s Free? Streaming, Downloading and Digital Music Consumption in the “iTunes Era”, (2012)
Hackett (2015)
Haefliger, Jäger and Von Krogh (2010)Haefliger, S., Jäger, P., & Von Krogh, G. (2010). Under the radar: Industry entry by user entrepreneurs. Research policy, 39(9), 1198-1213.
Handke, Girard and Mattes (2015)Handke, C., Girard, Y., & Mattes, A. (2015). Copyright and Innovation: Fit for Digitization?. DIW Economic Bulletin, 5(16).
Heald (2014a)Heald, P. J. (2014). How Copyright Keeps Works Disappeared. Journal of Empirical Legal Studies, 11(4), 829-866.
Heald, Erickson and Kretschmer (2015)Heald, P. J., Kretschmer, M., & Erickson, K. (2015). The Valuation of Unprotected Works: A Case Study of Public Domain Photographs on Wikipedia. Available at SSRN.
Hudson and Kenyon (2007)Hudson, E. and Kenyon, A.T., 2007. Digital Access: The Impact of Copyright on Digitisation Practices in Australian Museums, Galleries, Libraries, and Archives. UNSWLJ, 30, p.12.
Humphreys (2008)Humphreys, S., 2008. The challenges of intellectual property for users of Social Networking Sites: a case study of Ravelry.
Humphreys, Fitzgerald, Banks, Suzor (2008)Humphreys, S., Fitzgerald, B., Banks, J. and Suzor, N., 2005. Fan-based production for computer games: User-led innovation, the ‘Drift of Value’and intellectual property rights. Media International Australia Incorporating Culture and Policy, 114(1), pp.16-29.
IHS Technology (2015)IHS Technology, Current Market and Technology Trends in the Broadcasting Sector, WIPO Standing Committee on Copyright and Related Rights, SCCR/30/5(Jun. 2015)
Ilevbare (2008)ILEVBARE, F. M. 2008. Psychosocial factors influencing attitudes towards internet piracy among Nigerian university students. IFE Psychologia: An International Journal, 16, 120-129.
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