Correlation and Association

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Methodology (Collection)
Methodology (Analysis)

Correlation and Association is a quantitative method defined within the Copyright Evidence wiki.

The following studies use this method for data analysis (112):

Adermon and Liang (2011)Adermon, A., & Liang, C. Y. (2010). Piracy, music, and movies: A natural experiment (No. 2010: 18). Working Paper, Department of Economics, Uppsala University.
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.
Al-Rafee and Dashti (2012)Al-Rafee, S., & Dashti, A. E. (2012). A Cross Cultural Comparison of the Extended TPB: The Case of Digital Piracy. Journal of Global Information Technology Management, 15(1), 5-24.
Aleassa, Pearson and McClurg (2011)Aleassa, H., Pearson, J. M., & McClurg, S. (2011). Investigating software piracy in Jordan: An extension of the theory of reasoned action. Journal of Business Ethics, 98(4), 663-676.
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.
Andersen and Frenz (2008)Andersen, B., & Frenz, M. (2008). The impact of music downloads and P2P file-sharing on the purchase of music in Canada.
Andrés (2006b)Andrés, A. R. (2006). Software piracy and income inequality. Applied Economics Letters, 13(2), 101-105.
Banerjee, Khalid and Sturm (2005)Banerjee, D., Khalid, A. M., & Sturm, J. E. (2005). Socio-economic development and software piracy. An empirical assessment. Applied Economics, 37(18), 2091-2097.
Barker (2012a)Barker, G. R. (2012). Assessing the Economic Impact of Copyright Law: Evidence of the Effect of Free Music Downloads on the Purchase of Music CDs. Available at SSRN 1990153.
Bonner and O'Higgins (2010)Bonner, S., & O'Higgins, E. (2010). Music piracy: ethical perspectives. Management Decision, 48(9), 1341-1354.
Buccafusco and Heald (2012)Buccafusco, C., & Heald, P. J. (2012). Do Bad Things Happen When Works Enter the Public Domain: Empirical Tests of Copyright Term Extension. Berkeley Tech. LJ, 28, 1.
Charles River Associates (2014)Charles River Associates, Economic Analysis of the Territoriality of the Making Available Right in the EU (2014).
Chiang and Assane (2002)Chiang, E., & Assane, D. (2002). Software copyright infringement among college students. Applied Economics, 34(2), 157-166.
Chiang and Assane (2008)Chiang, E. P., & Assane, D. (2008). Music piracy among students on the university campus: Do males and females react differently?. The Journal of Socio-Economics, 37(4), 1371-1380.
Chiang and Assane (2009)Chiang, E. P., & Assane, D. (2009). Estimating the willingness to pay for digital music. Contemporary Economic Policy, 27(4), 512-522.
Coyle, Gould, Gupta and Gupta (2009)Coyle, J. R., Gould, S. J., Gupta, P., & Gupta, R. (2009). “To buy or to pirate”: The matrix of music consumers' acquisition-mode decision-making. Journal of Business Research, 62(10), 1031-1037.
D'Astous, Colbert and Montpetit (2005)d’Astous, A., Colbert, F., & Montpetit, D. (2005). Music piracy on the web–how effective are anti-piracy arguments? Evidence from the theory of planned behaviour. Journal of Consumer Policy, 28(3), 289-310.
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
Danaher and Smith (2013)Danaher, B., & Smith, M. D. (2014). Gone in 60 seconds: the impact of the Megaupload shutdown on movie sales. International Journal of Industrial Organization, 33, 1-8.
Danaher, Dhanasobhon, Smith and Telang (2010)Danaher, B., Dhanasobhon, S., Smith, M. D., & Telang, R. (2010). Converting pirates without cannibalizing purchasers: the impact of digital distribution on physical sales and internet piracy. Marketing science, 29(6), 1138-1151.
Danaher, Smith, Telang and Chen (2012)Danaher, B., Smith, M. D., Telang, R., & Chen, S. (2014). The Effect of Graduated Response Anti‐Piracy Laws on Music Sales: Evidence from an Event Study in France. The Journal of Industrial Economics, 62(3), 541-553.
DeVany and Walls (2007)De Vany, A. S., & Walls, W. D. (2007). Estimating the effects of movie piracy on box-office revenue. Review of Industrial Organization, 30(4), 291-301.
Depken and Simmons (2004)C. A. Depken II & L. C. Simmons (2004) Social construct and the propensity for software piracy, Applied Economics Letters, 11:2, 97-100.
Depoorter, Van Hiel and Vanneste (2011)Depoorter, B., Vanneste, S., & Van Hiel, A. (2011). Copyright Backlash. Southern California Law Review, 84.
Djekic and Loebbecke (2005)DJEKIC, P. and LOEBBECKE, C. 2005. Software piracy prevention through digital rights management systems. In: MULLER, G. and LIN, K. J. (eds.) CEC 2005: Seventh IEEE International Conference on E-Commerce Technology, Proceedings. Munich, Germany.
Engel and Kurschilgen (2010)Engel, C., & Kurschilgen, M. J. (2010). Fairness Ex Ante & Ex Post-An Experimental Test of the German'Bestseller Paragraph'. Chicago.
Erickson, Heald, Homberg, Kretschmer and Mendis (2015)Erickson, K., Heald, P. J., Homberg, F., Kretschmer, M., & Mendis, D. (2015). Copyright and the Value of the Public Domain: An Empirical Assessment. Intellectual Property Office Research Paper.
Erickson, Kretschmer and Mendis (2013)Erickson, K., Kretschmer, M., & Mendis, D. (2013). Copyright and the Economic Effects of Parody: An Empirical Study of Music Videos on the YouTube Platform and an Assessment of the Regulatory Options. Intellectual Property Office Research Paper, (2013/24).
European Commission (2011a)Report on the Implementation and Effect of the Resale Right Directive (2001/84/EC), European Commission (2011), available at
Fetscherin (2005)Fetscherin, M. (2005). Movie piracy on peer-to-peer networks—the case of KaZaA. Telematics and Informatics, 22(1), 57-70.
Filiciak, Hofmokl and Tarkowski (2012)Filiciak, M., Hofmokl, J., & Tarkowski, A. (2012). The Circulations of Culture-On Social Distribution of Content. Warsaw School of Social Sciences and Humanities: September 1st, 2012. Available at SSRN 2246508.
Forman (2010)Forman, A. E. (2009). An exploratory study on the factors associated with ethical intention of digital piracy (Doctoral dissertation, Nova Southeastern University).
Frank N. Magid Associates (2009)Frank, N. Magid Associates. 2009. Introducing Hollywood’s best customers: Vuze user vs. general internet: Comparative data.
Frosio (2014)Frosio, Giancarlo F. Open access publishing: a literature review. (2014).
Fukugawa (2011)Fukugawa, N. (2011). How Serious is Piracy in the Videogame Industry?. Empirical Economics Letters, 10(3), 225-233.
Goles, Jayatilaka, George, Parsons, Chambers, Taylor and Brune (2008)Goles, T., Jayatilaka, B., George, B., Parsons, L., Chambers, V., Taylor, D., & Brune, R. (2008). Softlifting: Exploring determinants of attitude. Journal of Business Ethics, 77(4), 481-499.
Gomez and Martens (2015)Gómez, Estrella and Martens, Bertin, Language, Copyright and Geographic Segmentation in the EU Digital Single Market for Music and Film (May 6, 2015). JRC/IPTS Digital Economy working paper 2015-04.
Gopal and Sanders (1997)Gopal, R. D., & Sanders, G. L. (1997). Preventive and deterrent controls for software piracy. Journal of Management Information Systems, 29-47.
Gopal, Bhattacharjee and Sanders (2006)Gopal, R. D., Bhattacharjee, S., & Sanders, G. L. (2006). Do Artists Benefit from Online Music Sharing?*. The Journal of Business, 79(3), 1503-1533.
Grolleau, Mzoughi and Sutan (2008)Grolleau, G., Mzoughi, N., & Sutan, A. (2008). Please do not pirate it, you will rob the poor! An experimental investigation on the effect of charitable donations on piracy. The Journal of Socio-Economics, 37(6), 2417-2426.
Hadopi (2011)HADOPI. 2011. Hadopi, cultural assets and internet use: practices and perceptions of French internet users (Online). Available:
Hammond (2012)Hammond, R. G. (2012). Profit leak? pre-release file sharing and the music industry supplementary appendix.
Handke, Guibault and Vallbe (2015)Handke, C., Guibault, L., & Vallbé, J. J. (2015). Is Europe Falling Behind in Data Mining? Copyright's Impact on Data Mining in Academic Research. Copyright's Impact on Data Mining in Academic Research (May 20, 2015).
Hansen and Walden (2012)Hansen, J. M., & Walden, E. (2013). The Role of Restrictiveness of Use in Determining Ethical and Legal Awareness of Unauthorized File Sharing. Journal of the Association for Information Systems, 14(9), 521-549.
Higgins (2007)Higgins, G. E. 2007. Digital piracy: An examination of Low Self-Control and Motivation Using Short-Term Longitudinal Data. Cyberpsychology and Behavior, 10, 523-529.
Higgins, Fell and Wilson (2007)Higgins, G. E., Fell, B. D., & Wilson, A. L. (2007). Low self-control and social learning in understanding students' intentions to pirate movies in the United States. Social Science Computer Review, 25(3), 339-357.
Hinduja and Ingram (2009)Hinduja, S., & Ingram, J. R. (2009). Social learning theory and music piracy: the differential role of online and offline peer influences. Criminal Justice Studies, 22(4), 405-420.
Holm (2001)Holm, H. J. (2001). The computer generation's willingness to pay for originals when pirates are present: A cv study. Lund University.
Holt, Bossler and May (2012)Holt, T. J., Bossler, A. M., & May, D. C. (2012). Low self-control, deviant peer associations, and juvenile cyberdeviance. American Journal of Criminal Justice, 37(3), 378-395.
Hui and Png (2003)Hui, K. L., & Png, I. (2003). Piracy and the legitimate demand for recorded music. Contributions in Economic Analysis & Policy, 2(1).
... further results