Abstract
Previous studies demonstrated that positive implicit attitudes toward alcohol, assessed with unipolar Implicit Association Tests (IATs), are related to drinking behaviour while negative implicit alcohol attitudes are not. However, because the IAT is a relative measure, the present study aimed at replicating these findings with non-relative unipolar Single Target-IATs (ST-IATs). Further, participants performed ST-IATs with either alcohol or beer as the target concept. Because we only included regular beer drinkers in this study, it was expected that scores on the beer ST-IAT would be more strongly related to drinking behaviour than scores on the alcohol ST-IAT. Consistent with previous findings, both alcohol and beer ST-IATs supported the coexistence of positive and negative implicit alcohol-related attitudes. Further, correlational analyses showed that positive implicit attitudes toward beer were related to drinking behaviour, while negative implicit attitudes were not. Implicit attitudes toward alcohol, in contrast, were unrelated to drinking behaviour. Hence, these findings suggest that the beer ST-IAT assessed more behaviour-relevant implicit attitudes compared with the alcohol ST-IAT. Implications and limitations of these results are discussed and suggestions for future research are given in the discussion. (Netherlands Journal of Psychology, 65, 10-21.)
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Notes
The choice of the exemplars that were used to represent the categories in the ST-IATs was based on ratings that were collected during a pilot study prior to the present study with 68 participants. Based on this pilot study, the exemplars of the (Dutch) alcohol category and the (Dutch) beer category were chosen in such a way that they were matched on familiarity (M = 4.39, SD = 0.87, and M = 3.97, SD = 0.98, respectively), valence (M = 4.20, SD = 0.80, and M = 4.22, SD = 0.87, respectively), arousal (M = 4.21, SD = 0.89, and M = 4.31, SD = 1.21, respectively), and number of syllables. Similarly, the exemplars of the positive and negative category were respectively evaluated as positive (M = 6.16, SD = 0.62) and negative (M = 1.77, SD = 0.54) in this pilot study, while the exemplars of the two neutral categories were evaluated as neutral (M = 4.06, SD = 0.39 and M = 4.11, SD = 0.30). Based on the rating collected during the pilot study, the exemplars for the (Dutch) positive and negative attribute categories, and for the two paired neutral categories were also chosen so that they were matched on familiarity (M = 5.43, SD = 0.90, M = 4.23, SD = 0.90, M = 4.07, SD = 0.85, and M = 4.36, SD = 0.98, respectively), arousal (neutral with respect to arousal; M = 4.76, SD = 0.67, M = 3.94, SD = 0.071, M = 4.29, SD = 0.59, and M = 4.07, SD = 0.56, respectively) and number of syllables.
When we subjected the D600 measure to a 2 (Valence: positive or negative) x 2 (Target: beer or alcohol) x 2 (Order: negative ST-IAT first or positive ST-IAT first) ANOVA with repeated measures on the first factor, results showed no significant main effects or interaction effects (p > 0.45). However, for reasons of clarity and interpretability, we report IAT effects as a function of target (alcohol or beer) and valence (positive ST-IAT or negative ST-IAT).
References
Beringer, J. (1996). Experimental Run Time System (ERTS), Version 3.18. Frankfurt, Germany: BeriSoft.
Conner, M., & Sparks, P. (2002). Ambivalence and Attitudes. European Review of Social Psychology, 12, 37-70.
De Houwer, J. (2002). The implicit association test as a tool for studying dysfunctional associations in psychopathology: Strengths and limitations. Behavior Therapy and Experimental Psychiatry, 53, 115-133.
De Houwer, J. (2003a). A structural analysis of indirect measures of attitudes. In J. Musch & K. C. Klauer (Eds.), The psychology of evaluation: Affective processes in cognition and emotion (pp. 219-244). Mahway, NJ: Erlbaum.
De Houwer, J. (2003b). The Extrinsic Affective Simon Task. Experimental Psychology, 50, 77-85.
De Houwer, J., Crombez, G., Koster, E. H. W., & De Beul, N. (2004). Implicit alcohol-related cognitions in a clinical sample of heavy drinkers. Journal of Behavior Therapy and Experimental Psychiatry, 35, 275-286.
De Houwer, J., Geldof, T., & De Bruycker, E. (2005). The Implicit Association Test as a general measure of similarity. Canadian Journal of Experimental Psychology, 59, 228-239.
de Jong, P. J., Wiers, R. W., van de Braak, M., & Huijding, J. (2007). Using the Extrinsic Affective Simon Test as a measure of implicit attitudes toward alcohol: Relationship with drinking behavior and alcohol problems. Addictive Behaviors, 32, 881-887.
Fadardi, J. S., Cox, W. M., & Klinger, E. (2006). Individualized versus general measures of implicit cognition. In R. W. Wiers & A. W. Stacy (Eds.), Handbook of Implicit Cognition and Addiction (pp. 121-133). Thousand Oaks, CA: SAGE Publishers.
Fleming, M. F., Barry, K. L., & MacDonald, R. (1991). The alcohol use disorders identification test (AUDIT) in a college sample. The International Journal of the Addictions, 26, 1173-1185.
Gawronski, B., Hofmann, W., & Wilbur, C. J. (2006). Are "implicit" attitudes unconscious? Consciousness and Cognition, 15, 485-499.
Greenwald, A. G., McGhee, D. E., & Schwartz, J. L. K. (1998). Measuring individual differences in implicit cognition: The implicit association test. Journal of Personality and Social Psychology, 74, 1464-1480.
Greenwald, A. G., Nosek, B. A., & Banaji, M. R. (2003). Understanding and using the implicit association test: 1. An improved scoring algorithm. Journal of Personality and Social Psychology, 85, 197-216.
Greenwald, A. G., Nosek, B. A., Banaji, M. R., & Klauer, K. C. (2005). Validity of the salience asymmetry interpretation of the IAT: Comment on Rothermund and Wentura. Journal of Experimental Psychology: General, 134, 420-425.
Hofmann, W., Gawronski, B., Gschwendner, T., Le, H., & Schmitt, M. (2005). A meta-analysis on the correlation between the implicit association test and explicit self-report measures. Personality and Social Psychology Bulletin, 31, 1369-1385.
Houben, K., Rothermund, K., & Wiers, R. W. (in press). Eliminating recoding in the Alcohol-IAT: An application of the IAT-RF. Addictive Behaviors.
Houben, K., & Wiers, R. W. (2006). Assessing Implicit Alcohol Associations with the Implicit Association Test: Fact or Artifact? Addictive Behaviors, 31, 1346-1362.
Houben, K., & Wiers, R. W. (2007a). Are drinkers implicitly positive about drinking alcohol? Personalizing the alcohol-IAT to reduce negative extrapersonal contamination. Alcohol and Alcoholism, 42, 301-307.
Houben, K., & Wiers, R. W. (2007b). Personalizing the alcohol-IAT with individualized stimuli: Relationship with drinking behavior and drinking-related problems. Addictive Behaviors, 32, 2852-2864.
Jajodia, A., & Earleywine, M. (2003). Measuring alcohol expectancies with the implicit association test. Psychology of Addictive Behaviors, 17, 126-133.
Jones, B. T., & McMahon, J. (1996). A comparison of positive and negative alcohol expectancy and value and their multiplicative composite as predictors of post-treatment abstinence survivorship. Addiction, 91, 89-99.
Karpinski, A., & Hilton, J. L. (2001). Attitudes and the implicit association test. Journal of Personality and Social Psychology, 81, 774-788.
Karpinski, A., & Steinman, R. B. (2006). The Single-Category Implicit Association Test as a measure of implicit social cognition. Journal of Personality and Social Psychology, 91, 16-32.
McCarthy, D. M., & Thompsen, D. M. (2006). Implicit and explicit measures of alcohol and smoking cognitions. Psychology of Addictive Behaviors, 20, 436-444.
Mierke, J., & Klauer, K. C. (2003). Method-specific variance in the Implicit Association Test. Journal of Personality and Social Psychology, 85, 1180-1192.
Nosek, B. A., Greenwald, A. G., & Banaji, M. R. (2006). The Implicit Association Test at age 7: A methodological and conceptual review. In J. A. Bargh (Ed.), Social psychology and the unconscious: The automaticity of higher mental processes. (pp. 265-292): Psychology Press.
Olson, M. A., & Fazio, R. H. (2004). Reducing the influence of extra-personal associations on the implicit association test: Personalizing the IAT. Journal of Personality and Social Psychology, 86, 653-667.
Rothermund, K., Teige-Mocigemba, S., Gast, A., & Wentura, D. (2009). Minimizing the influence of recoding in the Implicit Association Test: The Recoding-Free implicit Association Test. The Quarterly Journal of Experimental Psychology, 62, 84-98.
Rothermund, K., & Wentura, D. (2004). Underlying processes in the Implicit Association Test (IAT): Dissociating salience from associations. Journal of Experimental Psychology: General, 133, 139-165.
Rothermund, K., Wentura, D., & De Houwer, J. (2005). Validity of the salience asymmetry account of the IAT: Reply to Greenwald, Nosek, Banaji, and Klauer Journal of Experimental Psychology: General, 134, 426-430.
Saunders, J. B., Aasland, O. G., Babor, T. F., De la Fuente, J. R., & Grant, M. (1993). Development of the Alcohol use Disorders Identification Test (AUDIT): WHO collaborative project on early detection of persons with harmful alcohol consumption. Addiction, 88, 791-804.
Sobell, L. C., & Sobell, M. B. (1990). Self-report issues in alcohol abuse: State of the art and future directions. Behavioral Assessment, 12, 77-90.
White, H. R., & Labouvie, E. W. (1989). Towards the assessment of adolescent problem drinking. Journal of Studies on Alcohol, 50, 30-37.
White, H. R., & Labouvie, E. W. (2000). Longitudinal trends in problem drinking as measured by the Rutgers Alcohol Problem Index. Paper presented at the 23rd Annual Scientific Meeting of the Research Society on Alcoholism. Denver, CO.
Wiers, R. W., Ganushchack, A., Van de Ende, N., Smulders, F. T. Y., & de Jong, P. J. (2003). Comparing implicit alcohol associations across different rt-measures: The Implicit Association Test (IAT) versus varieties of the Extrinsic Affective Simon Task (EAST). Paper presented at the 15th Annual Convention of the American Psychological Association (APS). Atlanta, GA. May 29-June 1, 2003.
Wiers, R. W., Hoogeveen, K.-J., Sergeant, J. A., & Gunning, W. B. (1997). High- and low-dose alcohol-related expectancies and the differential associations with drinking in male and female adolescents and young adults. Addiction, 92, 871-888.
Wiers, R. W., van de Luitgaarden, J., van den Wildenberg, E., & Smulders, F. T. Y. (2005). Challenging implicit and explicit alcohol-related cognitions in young heavy drinkers. Addiction, 100, 806-819.
Wiers, R. W., Van Woerden, N., Smulders, F. T. Y., & de Jong, P. J. (2002). Implicit and explicit alcohol-related cognitions in heavy and light drinkers. Journal of Abnormal Psychology, 111, 648-658.
Wigboldus, D. H. J., Holland, R. W., & van Knippenberg, A. (2004). Single target implicit associations. Unpublished Manuscript.
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Maastricht University Submitted 28 July 2008; revision accepted 5 January 2009.Maastricht University, Behavioural Science Institute, Radboud University, Nijmegen and IVO Addiction Research Institute Rotterdam Correspondence to: Katrijn Houben, Clinical Psychological Science, Maastricht University, PO Box 616, NL 6200 MD Maastricht
Appendix
Appendix
Target stimuli
Alcohol: wine, Bacardi, whisky, Heineken, Hoegaarden, Amstel (the last three are beer brands).
Beer: Trappist, Pils, Jupiler, Heineken, Hoegaarden, Amstel
Attribute stimuli
Pleasant: love, sunshine, warmth, peace, hug, rainbow
Unpleasant: war, depression, pain, fight, disease, sorrow
Neutral 1: paper, circle, ballpoint, factory, truck, magnet
Neutral 2: letter, square, page, machine, scissors, window
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Houben, K., Wiers, R.W. Beer makes the heart grow fonder: single-target implicit attitudes toward beer but not alcohol are related to drinking behaviour in regular beer drinkers. NEJP 65, 10–21 (2009). https://doi.org/10.1007/BF03080123
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DOI: https://doi.org/10.1007/BF03080123