Predicting alcohol consumption: Application of an integrated social cognition model of intentions, habits, and cue consistency.

affective attitudes cue‐behavior association habitual behavior health behavior theory motivational theory

Journal

Applied psychology. Health and well-being
ISSN: 1758-0854
Titre abrégé: Appl Psychol Health Well Being
Pays: England
ID NLM: 101502957

Informations de publication

Date de publication:
07 Sep 2024
Historique:
received: 20 11 2023
accepted: 01 08 2024
medline: 7 9 2024
pubmed: 7 9 2024
entrez: 7 9 2024
Statut: aheadofprint

Résumé

Drinking alcohol in excess is associated with deleterious health outcomes, highlighting the need for research to identify potentially modifiable correlates of excessive alcohol consumption to target in behavioral interventions. The present two-wave prospective correlational study applied an integrated theoretical model that included theory of planned behavior constructs alongside habit, cue consistency, affective attitudes, and past behavior as predictors of two alcohol-related behaviors, drinking within safe limits and regular alcohol drinking, in separate samples of Australian undergraduate students (total N = 474). Structural equation models identified direct effects of habit, affective attitude, and subjective norms on intention for both behaviors. Habit at follow-up, cue consistency, and past behavior directly predicted behavior in both samples, whereas intention predicted behavior only for drinking within safe limits, and affective attitude only predicted behavior for regular drinking. Cue consistency moderated the effects of habit on behavior for both behaviors and moderated the effect of past behavior on regular drinking. Results corroborate past behavior and habit as key correlates of behavior and provide preliminary evidence of the importance of integrating cue consistency, a defining characteristic of habit, as a moderator of habit and past behavior effects an integrated theory test.

Identifiants

pubmed: 39243197
doi: 10.1111/aphw.12589
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

© 2024 The Author(s). Applied Psychology: Health and Well‐Being published by John Wiley & Sons Ltd on behalf of International Association of Applied Psychology.

Références

Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Ajzen, I. (2002). Residual effects of past on later behavior: Habituation and reasoned action perspectives. Personality and Social Psychology Review, 6(2), 107–122. https://doi.org/10.1207/S15327957PSPR0602_02
Ajzen, I., Albarracin, D., & Hornik, R. (2007). Prediction and change of health behavior: Applying the reasoned action approach. Psychology Press.
Atkinson, A., Meadows, B., & Sumnall, H. R. (2023). ‘You're in the alcohol matrix, then you unplug from it, and you're like “Wow”: Exploring sober women's management, negotiation and countering of alcohol marketing in the UK. Drugs: Education, Prevention and Policy, 1–16.
Australian Bureau of Statistics. (2022). Alcohol consumption—2020‐21 financial year.
Bem, D. J. (1972). Self‐perception theory. In L. Berkowitz (Ed.), Advances in experimental social psychology (Vol. 6, pp. 1–62). Academic Press. https://doi.org/10.1016/S0065-2601(08)60024-6
Brown, D. J., Hagger, M. S., & Hamilton, K. (2020). The mediating role of constructs representing reasoned‐action and automatic processes on the past behavior‐future behavior relationship. Social Science & Medicine, 258, 113085. https://doi.org/10.1016/j.socscimed.2020.113085
Conner, M. T., McEachan, R., Taylor, N., O'Hara, J., & Lawton, R. (2015). Role of affective attitudes and anticipated affective reactions in predicting health behaviors. Health Psychology, 34(6), 642–652. https://doi.org/10.1037/hea0000143
Cooke, R., Sniehotta, F., & Schüz, B. (2007). Predicting binge‐drinking behaviour using an extended TPB: Examining the impact of anticipated regret and descriptive norms. Alcohol and Alcoholism, 42(2), 84–91. https://doi.org/10.1093/alcalc/agl115
de Bruijn, G.‐J., Rhodes, R. E., & van Osch, L. (2012). Does action planning moderate the intention‐habit interaction in the exercise domain? A three‐way interaction analysis investigation. Journal of Behavioral Medicine, 35(5), 509–519. https://doi.org/10.1007/s10865-011-9380-2
Dollinger, S. J., & Malmquist, D. (2009). Reliability and validity of single‐item self‐reports: With special relevance to college students' alcohol use, religiosity, study, and social life. The Journal of General Psychology, 136(3), 231–242. https://doi.org/10.3200/GENP.136.3.231-242
Elliott, M. A., & Ainsworth, K. (2012). Predicting university undergraduates' binge‐drinking behavior: A comparative test of the one‐and two‐component theories of planned behavior. Addictive Behaviors, 37(1), 92–101. https://doi.org/10.1016/j.addbeh.2011.09.005
Fazio, R. H. (1990). Multiple processes by which attitudes guide behavior: The MODE model as an integrative framework. Advances in Experimental Social Psychology, 23, 75–109. https://doi.org/10.1016/S0065-2601(08)60318-4
Gardner, B. (2012). Habit as automaticity, not frequency. European Health Psychologist, 14(2), 32–36. https://doi.org/10.1037/e544772013-003
Gardner, B. (2015). A review and analysis of the use of ‘habit’ in understanding, predicting and influencing health‐related behaviour. Health Psychology Review, 9(3), 277–295. https://doi.org/10.1080/17437199.2013.876238
Gardner, B., Abraham, C., Lally, P., & de Bruijn, G. J. (2012). Towards parsimony in habit measurement: Testing the convergent and predictive validity of an automaticity subscale of the Self‐Report Habit Index. International Journal of Behavioral Nutrition and Physical Activity, 9(1), 102.
Gardner, B., Lally, P., & Rebar, A. L. (2020). Does habit weaken the relationship between intention and behaviour? Revisiting the habit‐intention interaction hypothesis. Social and Personality Psychology Compass, 14(8), e12553. https://doi.org/10.1111/spc3.12553
Gardner, B., Rebar, A. L., de Wit, S., & Lally, P. (2024). What is habit and how can it be used to change real‐world behaviour? Narrowing the theory‐reality gap. Social and Personality Psychology Compass, 18(6), e12975. https://doi.org/10.1111/spc3.12975
Gardner, B., & Tang, V. (2014). Reflecting on non‐reflective action: An exploratory think‐aloud study of self‐report habit measures. British Journal of Health Psychology, 19(2), 258–273. https://doi.org/10.1111/bjhp.12060
Gawronski, B., & Bodenhausen, G. V. (2006). Associative and propositional processes in evaluation: An integrative review of implicit and explicit attitude change. Psychological Bulletin, 132(5), 692–731. https://doi.org/10.1037/0033-2909.132.5.692
Gawronski, B., Hofmann, W., & Wilbur, C. J. (2006). Are “implicit” attitudes unconscious? Consciousness and Cognition, 15(3), 485–499. https://doi.org/10.1016/j.concog.2005.11.007
Gerrard, M., Gibbons, F. X., Houlihan, A. E., Stock, M. L., & Pomery, E. A. (2008). A dual‐process approach to health risk decision making: The prototype willingness model. Current Directions in Risk and Decision Making, 28(1), 29–61. https://doi.org/10.1016/j.dr.2007.10.001
Gill, J. S. (2002). Reported levels of alcohol consumption and binge drinking within the UK undergraduate student population over the last 25 years. Alcohol and Alcoholism, 37(2), 109–120. https://doi.org/10.1093/alcalc/37.2.109
Grove, J. R., Zillich, I., & Medic, N. (2014). A process‐oriented measure of habit strength for moderate‐to‐vigorous physical activity. Health Psychology and Behavioral Medicine, 2(1), 379–389. https://doi.org/10.1080/21642850.2014.896743
Hagger, M. S. (2020). Redefining habits and linking habits with other implicit processes. Psychology of Sport and Exercise, 46, 101606. https://doi.org/10.1016/j.psychsport.2019.101606
Hagger, M. S. (2025). Psychological determinants of health behavior. Annual Review of Psychology, 76. https://doi.org/10.1146/annurev-psych-020124-114222
Hagger, M. S., Cheung, M. W. L. Ajzen, I., & Hamilton, K. (2022). Perceived behavioral control moderating effects in the theory of planned behavior: A meta‐analysis. Health Psychology, 41(2), 155.
Hagger, M. S., Hamilton, K., Phipps, D. J., Protogerou, C., Zhang, C.‐Q., Girelli, L., Mallia, L., & Lucidi, F. (2023). Effects of habit and intention on behavior: Meta‐analysis and test of key moderators. Motivation Science, 9, 73–94. https://doi.org/10.1037/mot0000294
Hagger, M. S., Polet, J., & Lintunen, T. (2018). The reasoned action approach applied to health behavior: Role of past behavior and tests of some key moderators using meta‐analytic structural equation modeling. Social Science & Medicine, 213, 85–94. https://doi.org/10.1016/j.socscimed.2018.07.038
Hallett, J., Howat, P. M., Maycock, B. R., McManus, A., Kypri, K., & Dhaliwal, S. S. (2012). Undergraduate student drinking and related harms at an Australian university: Web‐based survey of a large random sample. BMC Public Health, 12(1), 37. https://doi.org/10.1186/1471-2458-12-37
Hamilton, K., Gibbs, I., Keech, J. J., & Hagger, M. S. (2020). Reasoned and implicit processes in heavy episodic drinking: An integrated dual‐process model. British Journal of Health Psychology, 25(1), 189–209. https://doi.org/10.1111/bjhp.12401
Hamilton, K., Kirkpatrick, A., Rebar, A., & Hagger, M. S. (2017). Child sun safety: Application of an integrated behavior change model. Health Psychology, 36(9), 916–926. https://doi.org/10.1037/hea0000533
Hamilton, K., Phipps, D. J., Loxton, N., Modecki, K. L., & Hagger, M. S. (2023). Reciprocal relations between past behavior, implicit beliefs, and habits: A cross‐lagged panel design. Journal of Health Psychology, 28, 1217–1226. https://doi.org/10.1177/13591053231164492
Hart, E., & Burns, S. (2016). The relationship between alcohol consumption and related harm among young university students. Health Promotion Journal of Australia, 27, 15–20. https://doi.org/10.1071/HE15086
Heather, N., Partington, S., Partington, E., Longstaff, F., Allsop, S., Jankowski, M., Wareham, H., Gibson, S. C., & A. (2011). Alcohol use disorders and hazardous drinking among undergraduates at English universities. Alcohol and Alcoholism, 46(3), 270–277. https://doi.org/10.1093/alcalc/agr024
Jenkins, K., Phipps, D. J., Rhodes, R. E., Buchan, J., & Hamilton, K. (2023). Dual processing approach to sedentary behavior and physical activity in the workplace. Applied Psychology. Health and Well‐Being, 15, 1352–1371. https://doi.org/10.1111/aphw.12440
Kaushal, N., & Rhodes, R. E. (2015). Exercise habit formation in new gym members: A longitudinal study. Journal of Behavioral Medicine, 38(4), 652–663. https://doi.org/10.1007/s10865-015-9640-7
Kock, N. (2014). Stable P value calculation methods in PLS‐SEM. ScriptWarp Systems.
Kock, N. (2018). WarpPLS user manual: Version 6.0. ScriptWarp Systems.
Larimer, M. E., Turner, A. P., Mallett, K. A., & Geisner, I. M. (2004). Predicting drinking behavior and alcohol‐related problems among fraternity and sorority members: Examining the role of descriptive and injunctive norms. Psychology of Addictive Behaviors, 18(3), 203–212. https://doi.org/10.1037/0893-164X.18.3.203
Lorant, V., Nicaise, P., Soto, V. E., & d'Hoore, W. (2013). Alcohol drinking among college students: College responsibility for personal troubles. BMC Public Health, 13, 615. https://doi.org/10.1186/1471-2458-13-615
McCabe, S. E., Schulenberg, J. E., Johnston, L. D., O'Malley, P. M., Bachman, J. G., & Kloska, D. D. (2005). Selection and socialization effects of fraternities and sororities on US college student substance use: A multi‐cohort national longitudinal study. Addiction, 100(4), 512–524. https://doi.org/10.1111/j.1360-0443.2005.01038.x
McEachan, R. R. C., Conner, M., Taylor, N. J., & Lawton, R. J. (2011). Prospective prediction of health‐related behaviours with the theory of planned behaviour: A meta‐analysis. Health Psychology Review, 5(2), 97–144. https://doi.org/10.1080/17437199.2010.521684
McEachan, R. R. C., Taylor, N., Harrison, R., Lawton, R., Gardner, P., & Conner, M. (2016). Meta‐analysis of the reasoned action approach (RAA) to understanding health behaviors. Annals of Behavioral Medicine: A Publication of the Society of Behavioral Medicine, 50(4), 592–612. https://doi.org/10.1007/s12160-016-9798-4
Modecki, K., Phipps, D. J., Cox, A., Loxton, N. J., Hamilton, K., Caton, N., & Elwin, M. (2022). Unravelling reciprocal effects among young adults' binge drinking, stress, and anticipated regret. Addictive Behaviors, 135, 107432. https://doi.org/10.1016/j.addbeh.2022.107432
Neighbors, C., Lee, C. M., Lewis, M. A., Fossos, N., & Larimer, M. E. (2007). Are social norms the best predictor of outcomes among heavy‐drinking college students? Journal of Studies on Alcohol and Drugs, 68(4), 556–565. https://doi.org/10.15288/jsad.2007.68.556
NHMRC. (2009). Australian guidelines to reduce health risks from drinking alcohol. National Health and Medical Research Council.
Norman, P., & Cooper, Y. (2011). The theory of planned behaviour and breast self‐examination: Assessing the impact of past behaviour, context stability and habit strength. Psychology & Health, 26(9), 1156–1172. https://doi.org/10.1080/08870446.2010.481718
Ouellette, J. A., & Wood, W. (1998). Habit and intention in everyday life: The multiple processes by which past behavior predicts future behavior. Psychological Bulletin, 124(1), 54–74. https://doi.org/10.1037/0033-2909.124.1.54
Payne, B. K., Govorun, O., & Arbuckle, N. L. (2008). Automatic attitudes and alcohol: Does implicit liking predict drinking? Cognition & Emotion, 22(2), 238–271. https://doi.org/10.1080/02699930701357394
Phipps, D. J., Hagger, M. S., & Hamilton, K. (2020). Predicting limiting “free sugar” consumption using an integrated model of health behavior. Appetite, 150, 104668. https://doi.org/10.1016/j.appet.2020.104668
Phipps, D. J., Hagger, M. S., & Hamilton, K. (2021). Evidence that habit moderates the implicit belief‐behavior relationship in health behaviors. International Journal of Behavioral Medicine, 29, 116–121. https://doi.org/10.1007/s12529-021-09975-z
Phipps, D. J., Hagger, M. S., & Hamilton, K. (2023). Predicting sugar intake using an extended theory of planned behavior in a sample of adolescents: The role of habit and self‐control. Brain and Behavior: A Cognitive Neuroscience Perspective, e3200. https://doi.org/10.1002/brb3.3200
Phipps, D. J., Hagger, M. S., Mejia, D., & Hamilton, K. (2024). Testing the effect of cue consistency on the past behavior–habit–physical activity relationship. Behavioral Science, 14(6), 445. https://doi.org/10.3390/bs14060445
Phipps, D. J., Hannan, T., & Hamilton, K. (2022). A cross‐lagged model of habits, implicit attitudes, autonomous motivation, and physical activity during COVID‐19. Psychology, Health & Medicine, 1–12, 2813–2824. https://doi.org/10.1080/13548506.2022.2151634
Phipps, D. J., Hannan, T. E., Rhodes, R. E., & Hamilton, K. (2021). A dual‐process model of affective and instrumental attitudes in predicting physical activity. Psychology of Sport and Exercise, 54, 101899. https://doi.org/10.1016/j.psychsport.2021.101899
Phipps, D. J., Rhodes, R. E., Jenkins, K., Hannan, T. E., Browning, N., & Hamilton, K. (2022). A dual process model of affective and instrumental implicit attitude, self‐monitoring, and sedentary behavior. Psychology of Sport and Exercise, 62, 102222. https://doi.org/10.1016/j.psychsport.2022.102222
Pimm, R., Vandelanotte, C., Rhodes, R. E., Short, C., Duncan, M. J., & Rebar, A. L. (2016). Cue consistency associated with physical activity automaticity and behavior. Behavioral Medicine, 42(4), 248–253. https://doi.org/10.1080/08964289.2015.1017549
Sas, S., Phipps, D. J., Hagger, M., & Hamilton, K. (2023). The mediating role of automaticity and intention on past to future bootcamp attendance. Australian Psychologist, 1–8, 276–283. https://doi.org/10.1080/00050067.2023.2210759
Sheeran, P., Gollwitzer, P. M., & Bargh, J. A. (2013). Nonconscious processes and health. Health Psychology, 32(5), 460–473. https://doi.org/10.1037/a0029203
Sniehotta, F. F., & Presseau, J. (2012). The habitual use of the self‐report habit index. Annals of Behavioral Medicine, 43(1), 139–140. https://doi.org/10.1007/s12160-011-9305-x
Sniehotta, F. F., Presseau, J., & Araújo‐Soares, V. (2014). Time to retire the theory of planned behaviour. Health Psychology Review, 8(1), 1–7. https://doi.org/10.1080/17437199.2013.869710
Sobell, L. C., Brown, J., Leo, G. I., & Sobell, M. B. (1996). The reliability of the Alcohol Timeline Followback when administered by telephone and by computer. Drug and Alcohol Dependence, 42(1), 49–54. https://doi.org/10.1016/0376-8716(96)01263-X
Sobell, L. C., & Sobell, M. B. (1992). Timeline follow‐back: A technique for assessing self‐reported alcohol consumption. In Measuring alcohol consumption: Psychosocial and biochemical methods (pp. 41–72). Springer. https://doi.org/10.1007/978-1-4612-0357-5_3
Triandis, H. C. (1977). Interpersonal behavior. Brookes/Cole.
van Bree, R. J. H., van Stralen, M. M., Mudde, A. N., Bolman, C., de Vries, H., & Lechner, L. (2015). Habit as mediator of the relationship between prior and later physical activity: A longitudinal study in older adults. Psychology of Sport and Exercise, 19, 95–102. https://doi.org/10.1016/j.psychsport.2015.03.006
Verplanken, B., Aarts, H., Van Knippenberg, A., & van Knippenberg, C. (1994). Attitude versus general habit: Antecedents of travel mode choice 1. Journal of Applied Social Psychology, 24(4), 285‐300.
Verplanken, B., & Orbell, S. (2003). Reflections on past behavior: a self‐report index of habit strength 1. Journal of Applied Social Psychology, 33(6), 1313–1330.
WHO. (2018). Global status report on alcohol and health 2018. World Health Organization.
Wiers, R. W., Stacy, A. W., Ames, S. L., Noll, J. A., Sayette, M. A., Zack, M., & Krank, M. (2002). Implicit and explicit alcohol‐related cognitions. Alcoholism: Clinical and Experimental Research, 26(1), 129–137. https://doi.org/10.1111/j.1530-0277.2002.tb02441.x
Wood, W. (2017). Habit in personality and social psychology. Personality and Social Psychology Review, 21(4), 389–403. https://doi.org/10.1177/1088868317720362
Wood, W., Labrecque, J. S., Lin, P.‐Y., & Rünger, D. (2014). Habits in dual process models. In Dual process theories of the social mind (pp. 371–385).
Wood, W., & Neal, D. T. (2007). A new look at habits and the habit‐goal interface. Psychological Review, 114(4), 843–863. https://doi.org/10.1037/0033-295X.114.4.843
Wood, W., & Neal, D. T. (2009). The habitual consumer. Journal of Consumer Psychology, 19(4), 579–592. https://doi.org/10.1016/j.jcps.2009.08.003
Wood, W., & Rünger, D. (2016). Psychology of habit. Annual Review of Psychology, 67, 289–314. https://doi.org/10.1146/annurev-psych-122414-033417

Auteurs

Danielle Simpson-Rojas (D)

Department of Psychological Sciences, University of California, Merced, California, USA.

Daniel J Phipps (DJ)

Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
School of Applied Psychology, Griffith University, Mount Gravatt, Queensland, Australia.

Kailas Jenkins (K)

School of Applied Psychology, Griffith University, Mount Gravatt, Queensland, Australia.

Lena Fleig (L)

Medical School Berlin, Berlin, Germany.

Martin S Hagger (MS)

Department of Psychological Sciences, University of California, Merced, California, USA.
Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
School of Applied Psychology, Griffith University, Mount Gravatt, Queensland, Australia.
Health Sciences Research Institute, University of California, Merced, California, USA.

Kyra Hamilton (K)

Department of Psychological Sciences, University of California, Merced, California, USA.
Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
School of Applied Psychology, Griffith University, Mount Gravatt, Queensland, Australia.
Health Sciences Research Institute, University of California, Merced, California, USA.

Classifications MeSH