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Original Articles

Use of online crowdsourcing platforms for gambling research

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Pages 125-143 | Received 09 Jan 2016, Accepted 14 Jan 2017, Published online: 06 Feb 2017

References

  • Arthur, D., Tong, W. L., Chen, C. P., Hing, A. Y., Sagara-Rosemeyer, M., Kua, E. H., & Ignacio, J. (2008). The validity and reliability of four measures of gambling behaviour in a sample of Singapore University students. Journal of Gambling Studies, 24, 451–462.10.1007/s10899-008-9103-y
  • Berinsky, A. J., Huber, G. A., & Lenz, G. S. (2012). Evaluation of online labor markets for experimental research: Amazon.com's Mechanical Turk. Political Analysis, 20, 351–368.
  • Beshai, S., Mishra, S., Meadows, T. J. S., Parmar, P., & Huang, V. (2017). Minding the gap: Subjective relative deprivation and depressive symptoms. Social Science & Medicine, 173, 18–25.10.1016/j.socscimed.2016.11.021
  • Blais, A.-R., & Weber, E. U. (2006). A Domain-Specific Risk-Taking (DOSPERT) scale for adult populations. Judgment and Decision Making, 1, 33–47.
  • Buhrmester, M., Kwang, T., & Gosling, S. D. (2011). Amazon’s Mechanical Turk: A new source of inexpensive, yet high-quality, data? Perspectives on Psychological Science, 6, 3–5.10.1177/1745691610393980
  • Bureau of Labor Statistics. (2016). Labor force statistics from the current population survey. Retrieved from https://www.bls.gov/cps/cpsaat08.htm
  • Callan, M. J., Ellard, J. H., Will Shead, N. W., & Hodgins, D. C. (2008). Gambling as a search for justice: Examining the role of personal relative deprivation in gambling urges and gambling behavior. Personality and Social Psychology Bulletin, 34, 1514–1529.10.1177/0146167208322956
  • Callan, M. J., Will Shead, N. W., & Olson, J. M. (2015). The relation between personal relative deprivation and the urge to gamble among gamblers is moderated by problem gambling severity: A meta-analysis. Addictive Behaviors, 45, 146–149.10.1016/j.addbeh.2015.01.031
  • Chandler, S. & Shapiro, D. (2016). Conducting clinical research using crowdsourced convenience samples. Annual Review of Clinical Psychology, 12, 53–81.
  • CIA. (2016). The world factbook. Retrieved from https://www.cia.gov/library/publications/the-world-factbook/fields/2177.html
  • Colasante, E., Gori, M., Bastiani, L., Siciliano, V., Giordani, P., Grassi, M., & Molinaro, S. (2013). An assessment of the psychometric properties of italian version of CPGI. Journal of Gambling Studies, 29, 765–774.10.1007/s10899-012-9331-z
  • Crump, M. J. C., McDonnell, J. V., & Gureckis, T. M. (2013). Evaluating Amazon's Mechanical Turk as a tool for experimental behavioral research. PLoS ONE, 8, e57410.10.1371/journal.pone.0057410
  • Eysenck, S. B. G., Pearson, P. R., Easting, G., & Allsopp, J. F. (1985). Age norms for impulsiveness, venturesomeness and empathy in adults. Personality and Individual Differences, 6, 613–619.10.1016/0191-8869(85)90011-X
  • Ferris, J., & Wynne, H. (2001). The Canadian problem gambling index: Final report ( Submitted to the Canadian Centre on Substance Abuse). Ottawa, Ontario: Canadian Centre on Substance Abuse.
  • Fessler, D. M. T., Pillsworth, E. G., & Flamson, T. J. (2004). Angry men and disgusted women: An evolutionary approach to the influence of emotions on risk-taking. Organizational Behavior and Human Decision Processes, 95, 107–123.10.1016/j.obhdp.2004.06.006
  • Fort, K., Adda, G., & Cohen, K. B. (2011). Amazon Mechanical Turk: Gold mine or coal mine? Computational Linguistics, 37, 413–420.10.1162/COLI_a_00057
  • Gainsbury, S. M., Russell, A., & Blaszczynski, A. (2014). Are psychology university student gamblers representative of non-university students and general gamblers? A comparative analysis. Journal of Gambling Studies, 30, 11–25.10.1007/s10899-012-9334-9
  • Goodman, J. K., Cryder, C. E., & Cheema, A. (2013). Data collection in a flat world: The strengths and weaknesses of Mechanical Turk samples. Journal of Behavioral Decision Making, 26, 213–224.10.1002/bdm.v26.3
  • Hollingshead, S. J., Kim, H. S., Wohl, M. J. A., & Derevensky, J. L. (2016). The social casino gambling-gambling link: Motivation for playing social casino games determines whether self-reported gambling increases or decreases among disordered gamblers. Journal of Gambling Issues, 33, 52–67.
  • Hoon, A. E., & Dymond, S. (2013). Altering preferences for concurrently available simulated slot machines: Nonarbitrary contextual control over gambling choice. Analysis of Gambling Behavior, 7, 35–52.
  • Horton, J. J., Rand, D. G., & Zeckhauser, R. J. (2011). The online laboratory: Conducting experiments in a real labor market. Experimental Economics, 14, 399–425.10.1007/s10683-011-9273-9
  • Hoyle, R. H., Stephenson, M. T., Palmgreen, P., Lorch, E. P., & Donohew, R. L. (2002). Reliability and validity of a brief measure of sensation seeking. Personality and Individual Differences, 32, 401–414.10.1016/S0191-8869(01)00032-0
  • Kim, H. S., & Hodgins, D. C. (in press). Reliability and validity of data obtained from alcohol, cannabis, and gambling populations on Amazon’s Mechanical Turk. Psychology of Addictive Behaviors.
  • Kim, H. S., Wohl, M. J. A., Salmon, M. M., Gupta, R., & Derevensky, J. (2015). Do social casino gamers migrate to online gambling? An assessment of migration rate and potential predictors. Journal of Gambling Studies, 31, 1819–1831.10.1007/s10899-014-9511-0
  • Loo, J. M. Y., Oei, T. P., & Raylu, N. (2011). Problem gambling, gambling correlates, and help-seeking attitudes in a Chinese sample: An empirical evaluation. Psychology, 2, 342–354.
  • Mishra, S., & Lalumière, M. L. (2010). You can’t always get what you want: The motivational effect of need on risk-sensitive decision-making. Journal of Experimental Social Psychology, 46, 605–611.10.1016/j.jesp.2009.12.009
  • Mishra, S., & Novakowski, D. (2016). Personal relative deprivation and risk: An examination of individual differences in personality, attitudes, and behavioral outcomes. Personality and Individual Differences, 90, 22–26.10.1016/j.paid.2015.10.031
  • Mishra, S., Lalumière, M. L., & Williams, R. J. (2010). Gambling as a form of risk-taking: Individual differences in personality, behavioral preferences for risk, and risk-accepting attitudes. Personality and Individual Differences, 49, 616–621.10.1016/j.paid.2010.05.032
  • Mishra, S., Lalumière, M. L., Morgan, M., & Williams, R. J. (2010). An examination of the relationship between gambling and antisocial behavior. Journal of Gambling Studies, 27, 409–426.
  • Mishra, S., Lalumière, M. L., Morgan, M., & Williams, R. J. (2011). An examination of the relationship between gambling and antisocial behavior. Journal of Gambling Studies, 27, 409–426.
  • Mishra, S., Morgan, M., Lalumière, M. L., & Williams, R. J. (2010). Mood and audience effects on video lottery terminal gambling. Journal of Gambling Studies, 26, 373–386.10.1007/s10899-009-9158-4
  • Mishra, S., Lalumière, M. L., & Williams, R. J. (in press). Gambling, risk-taking, and antisocial behavior: A replication study supporting the generality of deviance. Journal of Gambling Studies.
  • Orford, J., Wardle, H., Griffiths, M., Sproston, K., & Erens, B. (2010). PGSI and DSM-IV in the 2007 British gambling prevalence survey: Reliability, item response, factor structure and inter-scale agreement. International Gambling Studies, 10, 31–44.10.1080/14459790903567132
  • Paolacci, G., & Chandler, J. (2014). Inside the turk: Understanding Mechanical Turk as a participant pool. Current Directions in Psychological Science, 23, 184–188.10.1177/0963721414531598
  • Paolocci, G., Chandler, J., & Ipeirotis, P. G. (2010). Running experiments on Amazon Mechanical Turk. Judgment and Decision Making, 5, 411–419.
  • Raylu, N., & Oei, T. P. S. (2002). Pathological gambling: A comprehensive review. Clinical Psychology Review, 22, 1009–1061.10.1016/S0272-7358(02)00101-0
  • Shapiro, D. N., Chandler, J., & Mueller, P. A. (2013). Using Mechanical Turk to study clinical populations. Clinical Psychological Science, 1, 213–220.10.1177/2167702612469015
  • Sprouse, J. (2011). A validation of Amazon Mechanical Turk for the collection of acceptability judgments in linguistic theory. Behavior Research Methods, 43, 155–167.10.3758/s13428-010-0039-7
  • Statistics Canada. (2011a). National household survey, 2011. Retrieved from https://www12.statcan.gc.ca/nhs-enm/2011/dp-pd/dt-td/index-eng.cfm
  • Statistics Canada. (2011b). Women in Canada: A gender-based statistical report ( Catalogue no. 89-503-X). Retrieved from http://www.statcan.gc.ca/pub/89-503-x/89-503-x2010001-eng.pdf
  • Statistics Canada. (2015). Full-time Employment, 1976 to 2014 ( Catalogue no. 11-626-049). Retrieved from http://www.statcan.gc.ca/pub/11-626-x/11-626-x2015049-eng.htm
  • Statistics Canada. (2016). Population by marital status and sex. Retrieved from http://www.statcan.gc.ca/tables-tableaux/sum-som/l01/cst01/famil01-eng.htm
  • Stinchfield, R., McCready, J., Turner, N. E., Jiminez-Murcia, S., Petry, N. M., Grant, J., … Winters, K. C. (2016). Reliability, validity, and classification accuracy of the DSM-5 diagnostic criteria for gambling disorder and comparison to DSM-IV. Journal of Gambling Studies, 32, 905–922.
  • Tabri, N., Dupuis, D. R., Kim, H. S., & Wohl, M. J. A. (2015). Economic mobility moderates the effect of relative deprivation on financial gambling motives and disordered gambling. International Gambling Studies, 15, 309–323.10.1080/14459795.2015.1046468
  • Tangney, J. P., Baumeister, R. F., & Boone, A. L. (2004). High self-control predicts good adjustment, less pathology, better grades, and interpersonal success. Journal of Personality, 72, 271–324.10.1111/j.0022-3506.2004.00263.x
  • Toneatto, T. & Nguyen, L. (2007). Individual characteristics and problem gambling behavior. In G. Smith, D. C. Hodgins, & R. J. Williams (Eds.), Research and measurement issues in gambling studies (pp. 279–303). Amsterdam: Elsevier.
  • U.S. Census Bureau. (2011). Age and sex composition: 2010. Retrieved from http://www.census.gov/prod/cen2010/briefs/c2010br-03.pdf
  • U.S. Census Bureau. (2016). Marital status of the population 15 years old and over, by sex, race, and Hispanic origin: 1950 to present. Retrieved from https://www.census.gov/hhes/families/data/marital.html
  • Van Brunschot, E. G. (2009). Gambling and risk behaviour: A literature review. Report prepared for the Alberta Gambling Research Institute.
  • Williams, R. J., & Volberg, R. A. (2010). Best practices in the population assessment of problem gambling. Report prepared for the Ontario Problem Gambling Research Centre, Guelph, Ontario, Canada. March 31, 2010.
  • Williams, R. J., & Volberg, R. A. (2014). Classification accuracy of four problem gambling assessment instruments. International Gambling Studies, 14, 15–28.10.1080/14459795.2013.839731
  • Williams, R. J., Royston, J., & Hagen, B. F. (2005). Gambling and problem gambling within forensic populations: A review of the literature. Criminal Justice and Behavior, 32, 665–689.10.1177/0093854805279947
  • Williams, R. J., Volberg, R. A., & Stevens, R. M. G. (2012). The population prevalence of problem gambling: Methodological influences, standardized rates, jurisdictional differences, and worldwide trends. Report prepared for the Ontario Problem Gambling Research Centre and the Ontario Ministry of Health and Long-Term Care. May 8, 2012. Retrieved from http://hdl.handle.net/10133/3068

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