Towards parsimony in habit measurement: testing the convergent and predictive validity of an automaticity subscale of the Self-Report Habit Index

Benjamin Gardner, Charles Abraham, Phillippa Lally, Gert-Jan de Bruijn, Benjamin Gardner, Charles Abraham, Phillippa Lally, Gert-Jan de Bruijn

Abstract

Background: The twelve-item Self-Report Habit Index (SRHI) is the most popular measure of energy-balance related habits. This measure characterises habit by automatic activation, behavioural frequency, and relevance to self-identity. Previous empirical research suggests that the SRHI may be abbreviated with no losses in reliability or predictive utility. Drawing on recent theorising suggesting that automaticity is the 'active ingredient' of habit-behaviour relationships, we tested whether an automaticity-specific SRHI subscale could capture habit-based behaviour patterns in self-report data.

Methods: A content validity task was undertaken to identify a subset of automaticity indicators within the SRHI. The reliability, convergent validity and predictive validity of the automaticity item subset was subsequently tested in secondary analyses of all previous SRHI applications, identified via systematic review, and in primary analyses of four raw datasets relating to energy-balance relevant behaviours (inactive travel, active travel, snacking, and alcohol consumption).

Results: A four-item automaticity subscale (the 'Self-Report Behavioural Automaticity Index'; 'SRBAI') was found to be reliable and sensitive to two hypothesised effects of habit on behaviour: a habit-behaviour correlation, and a moderating effect of habit on the intention-behaviour relationship.

Conclusion: The SRBAI offers a parsimonious measure that adequately captures habitual behaviour patterns. The SRBAI may be of particular utility in predicting future behaviour and in studies tracking habit formation or disruption.

References

    1. Ouellette JA, Wood W. Habit and intention in everyday life: The multiple processes by which past behavior predicts future behavior. Psychol Bull. 1998;124:54–74.
    1. Verplanken B, Aarts H. Habit, attitude, and planned behaviour: Is habit an empty construct or an interesting case of goal-directed automaticity? Eur Rev Soc Psychol. 1999;10:101–134. doi: 10.1080/14792779943000035.
    1. Lally P, van Jaarsveld CHM, Potts HWW, Wardle J. How are habits formed: Modelling habit formation in the real world. Eur J Soc Psychol. 2010;40:998–1009. doi: 10.1002/ejsp.674.
    1. Gardner B, de Bruijn GJ, Lally P. A systematic review and meta-analysis of applications of the Self-Report Habit Index to nutrition and physical activity behaviours. Ann Behav Med. 2011;42:174–187. doi: 10.1007/s12160-011-9282-0.
    1. Triandis H. Interpersonal behavior. Monterey, CA: Brooks-Cole; 1977.
    1. Wood W, Tam L, Witt MG. Changing circumstances, disrupting habits. J Pers Soc Psychol. 2005;88:918–933.
    1. Rothman AJ, Sheeran P, Wood W. Reflective and automatic processes in the initiation and maintenance of dietary change. Ann Behav Med. 2009;38(Suppl1):S4–S17.
    1. Verplanken B, Wood W. Interventions to break and create consumer habits. J Pub Policy Mark. 2006;25:90–103. doi: 10.1509/jppm.25.1.90.
    1. Lally P, Gardner B. Promoting habit formation. Health Psychol Rev. In press.
    1. Lally P, Wardle J, Gardner B. Experiences of habit formation: A qualitative study. Psychol Health Med. 2011;16:484–489. doi: 10.1080/13548506.2011.555774.
    1. Lally P, Chipperfield A, Wardle J. Healthy habits: Efficacy of simple advice on weight control based on a habit-formation model. Int J Obes. 2008;32:700–707. doi: 10.1038/sj.ijo.0803771.
    1. Verplanken B, Orbell S. Reflections on past behavior: A self-report index of habit strength. J Appl Soc Psychol. 2003;33:1313–1330. doi: 10.1111/j.1559-1816.2003.tb01951.x.
    1. Gardner B, Abraham C, Lally P, de Bruijn G-J. 'The habitual use of the Self-report Habit Index': A reply. Ann Behav Med. 2012;43:141–142. doi: 10.1007/s12160-011-9317-6.
    1. Gardner B, de Bruijn G-J, Lally P. Habit, identity, and repetitive action: A prospective study of binge-drinking in UK students. Brit J Health Psychol. 2012;17:565–581. doi: 10.1111/j.2044-8287.2011.02056.x.
    1. Sniehotta FF, Presseau J. The habitual use of the Self-Report Habit Index. Ann Behav Med. 2012;43:139–140. doi: 10.1007/s12160-011-9305-x.
    1. Gardner B. Modelling motivation and habit in stable travel mode contexts. Transp Res F: Traff Psychol Behav. 2009;12:68–76. doi: 10.1016/j.trf.2008.08.001.
    1. Honkanen P, Olsen SO, Verplanken B. Intention to consume seafood - the importance of habit. Appetite. 2005;45:161–168. doi: 10.1016/j.appet.2005.04.005.
    1. Rhodes R, de Bruijn GJ. Automatic and motivational correlates of physical activity: Does intensity moderate the relationship? Behav Med. 2010;36:44–52. doi: 10.1080/08964281003774901.
    1. Kremers SPJ, Visscher TLS, Seidell JC, Van Mechelen W, Brug J. Cognitive determinants of energy balance-related behaviours: Measurement issues. Sports Med. 2005;35:923–933. doi: 10.2165/00007256-200535110-00001.
    1. de Bruijn GJ, van den Putte B. Adolescent soft drink consumption, television viewing and habit strength. Investigating clustering effects in the Theory of Planned Behaviour. Appetite. 2009;53:66–75. doi: 10.1016/j.appet.2009.05.008.
    1. Drolet AL, Morrison DG. Do we really need multiple-item measures in service research? J Serv Res. 2001;3:196–204. doi: 10.1177/109467050133001.
    1. Verplanken B, Myrbakk V, Rudi E. In: The routines of decision making. Betsch T, Haberstroh S, editor. Mahwah, NJ: Lawrence Erlbaum Associates; 2005. The measurement of habit; pp. 231–247.
    1. Mittal B. Achieving higher seat belt usage: The role of habit in bridging the attitude-behavior gap. J Appl Soc Psychol. 1988;18:993–1016. doi: 10.1111/j.1559-1816.1988.tb01189.x.
    1. Gardner B. Habit as automaticity, not frequency. Euro Health Psychologist. 2012;14:32–36.
    1. Orbell S, Verplanken B. The Automatic Component of Habit in Health Behavior: Habit as Cue-Contingent Automaticity. Health Psychol. 2010;29:374–383.
    1. Ajzen I. Residual effects of past on later behavior: Habituation and reasoned action perspectives. Pers Soc Psychol Rev. 2002;6:107–122. doi: 10.1207/S15327957PSPR0602_02.
    1. Verplanken B, Aarts H, van Knippenberg A, van Knippenberg C. Attitude versus general habit: Antecedents of travel mode choice. J Appl Soc Psychol. 1994;24:285–300. doi: 10.1111/j.1559-1816.1994.tb00583.x.
    1. Suter PM. Is alcohol consumption a risk factor for weight gain and obesity? Crit Rev Clin Lab Sci. 2005;42:197–227. doi: 10.1080/10408360590913542.
    1. Pollard B, Johnston M. Operationalisation of constructs within theoretical models using existing measures: a method to establish content validity of health status measures. P Brit Psychol Soc. 2005;13:87.
    1. de Bruijn GJ, Gardner B. Active commuting and habit strength: an interactive and discriminant analyses approach. Am J Health Promot. 2011;25:e27–e36. doi: 10.4278/ajhp.090521-QUAN-170.
    1. de Bruijn GJ, Rhodes RE. Exploring exercise behavior, intention and habit strength relationships. Scand J Med Sci Spor. 2011;21:482–491. doi: 10.1111/j.1600-0838.2009.01064.x.
    1. Norman P, Cooper Y. The theory of planned behaviour and breast self-examination: Assessing the impact of past behaviour, context stability and habit strength. Psychol Health. 2011;26:1156–1172. doi: 10.1080/08870446.2010.481718.
    1. Verplanken B, Velsvik R. Habitual negative body image thinking as psychological risk factor in adolescents. Body Image. 2008;5:133–140. doi: 10.1016/j.bodyim.2007.11.001.
    1. Aiken LS, West SG. Multiple regression: Testing and interpreting interactions. London: Sage; 1991.
    1. Verplanken B, Aarts H, van Knippenberg A, Moonen A. Habit versus planned behaviour: A field experiment. Br J Soc Psychol. 1998;37:111–128. doi: 10.1111/j.2044-8309.1998.tb01160.x.
    1. Gardner B. Incentivised snowballing. The Psychologist. 2009;22:768–769.
    1. Meng X-L, Rosenthal R, Rubin DB. Comparing correlated correlation coefficients. Psychol Bull. 1992;111:172–175.
    1. Borenstein M, Hedges L, Higgins J, Rothstein H. Comprehensive meta-analysis. Englewood, NJ: Biostat; 2010. 2.2.057.
    1. Hedges LV, Pigott TD. The power of statistical tests in meta-analysis. Psychol Methods. 2001;3:203–217.
    1. Cohen J. A power primer. Psychol Bull. 1992;112:155–159.
    1. de Bruijn GJ. Understanding college students' fruit consumption. Integrating habit strength in the theory of planned behaviour. Appetite. 2010;54:16–22. doi: 10.1016/j.appet.2009.08.007.
    1. de Bruijn GJ, Kroeze W, Oenema A, Brug J. Saturated fat consumption and the Theory of Planned Behaviour: Exploring additive and interactive effects of habit strength. Appetite. 2008;51:318–323. doi: 10.1016/j.appet.2008.03.012.
    1. de Bruijn GJ, Kremers SPJ, Singh A, van den Putte B, Van Mechelen W. Adult Active Transportation: Adding Habit Strength to the Theory of Planned Behavior. Am J Prev Med. 2009;36:189–194. doi: 10.1016/j.amepre.2008.10.019.
    1. Norman P. The theory of planned behavior and binge drinking among undergraduate students: Assessing the impact of habit strength. Addict Behav. 2011;36:502–507. doi: 10.1016/j.addbeh.2011.01.025.
    1. Rhodes R, de Bruijn GJ, Matheson DH. Habit in the physical activity domain: Integration with intention temporal stability and action control. J Sport Exerc Psychol. 2010;32:84–98.
    1. Gollwitzer PM, Sheeran P. Implementation intentions and goal achievement: A meta-analysis of effects and processes. Adv Exp Soc Psychol. 2006;38:249–268.
    1. Bargh JA, Chen M, Burrows L. The automaticity of social behavior: Direct effects of trait concept and stereotype activation on action. J Pers Soc Psychol. 1996;71:230–244.
    1. Dijksterhuis A, van Knippenberg A. The relation between perception and behaviour, or how to win a game of Trivial Pursuit. J Pers Soc Psychol. 1998;74:865–877.
    1. Eagly AH, Chaiken S. The psychology of attitudes. Fort Worth: Harcourt Brace Jovanovich; 1993.
    1. de Bruijn G-J, Keer M, Conner M, Rhodes R. Using implicit associations towards fruit consumption to understand fruit consumption behaviour and habit strength relationships. J Health Psychol. 2012;17:479–489. doi: 10.1177/1359105311421049.
    1. Adriaanse MA, de Ridder DTD, Evers C. Emotional eating: Eating when emotional or emotional about eating? Psychol Health. 2011;26:23–39. doi: 10.1080/08870440903207627.
    1. Adriaanse MA, Oettingen B, Gollwitzer PM, Hennes EP, de Ridder DTD, de Wit JBF. When planning is not enough: Fighting unhealthy snacking habits by mental contrasting with implementation intentions (MCII) Euro J Soc Psychol. 2010;40:1277–1293. doi: 10.1002/ejsp.730.
    1. Adriaanse MA, van Oosten JMF, de Ridder DTD, de Wit JBF, Evers C. Planning what not to eat: Ironic effects of implementation intentions negating unhealthy habits. Pers Soc Psychol Bull. 2011;37:69–81. doi: 10.1177/0146167210390523.
    1. Bolman C, Arwert TG, Vollink T. Adherence to prophylactic asthma medication: Habit strength and cognitions. Heart Lung. 2011;40:63–75. doi: 10.1016/j.hrtlng.2010.02.003.
    1. Conner MT, Perugini M, O'Gorman R, Ayres K, Prestwich A. Relations between implicit and explicit measures of attitudes and measures of behavior: Evidence of moderation by individual difference variables. Pers Soc Psychol Bull. 2007;33:1727–1740. doi: 10.1177/0146167207309194.
    1. de Bruijn GJ. Exercise habit strength, planning and the theory of planned behaviour: An action control approach. Psychol Sport Exerc. 2011;12:106–114. doi: 10.1016/j.psychsport.2010.10.002.
    1. de Bruijn GJ, Kremers SPJ, De Vet E, De Nooijer J, Van Mechelen W, Brug J. Does habit strength moderate the intention-behaviour relationship in the Theory of Planned Behaviour? The case of fruit consumption. Psychol Health. 2007;22:899–916. doi: 10.1080/14768320601176113.
    1. Brug J, de Vet E, de Nooijer J, Verplanken B. Predicting Fruit Consumption: Cognitions, Intention, and Habits. J Nutr Educ Behav. 2006;38:73–81. doi: 10.1016/j.jneb.2005.11.027.
    1. Eriksson L, Garvill J, Nordlund AM. Interrupting habitual car use: The importance of car habit strength and moral motivation for personal car use reduction. Transport Research F – Traf. 2008;11:10–23. doi: 10.1016/j.trf.2007.05.004.
    1. Fischer ARH, Frewer LJ, Nauta MJ. Toward improving food safety in the domestic environment: A multi-item Rasch scale for the measurement of the safety efficacy of domestic food-handling practices. Risk Anal. 2006;26:1323–1338. doi: 10.1111/j.1539-6924.2006.00813.x.
    1. Fischer ARH, Frewer LJ. Food-safety practices in the domestic kitchen: Demographic, personality, and experiential determinants. J Appl Soc Psychol. 2008;38:2859–2884. doi: 10.1111/j.1559-1816.2008.00416.x.
    1. Hinsz VB, Nickell GS, Park ES. The role of work habits in the motivation of food safety behaviors. J Exp Psychol -Appl. 2007;13:105–114.
    1. Jansson J, Marell A, Nordlund A. Elucidating green consumers: A cluster analytic approach on proenvironmental purchase and curtailment behaviors. J Euromarketing. 2009;18:245–267. doi: 10.1080/10496480903364242.
    1. Jansson J, Marell A, Nordlund A. Green consumer behavior: Determinants of curtailment and eco-innovation adoption. J Consum Mark. 2010;27:358–370. doi: 10.1108/07363761011052396.
    1. Jurg ME, Kremers SPJ, Candel MJJM, van der Wal MF, de Meij JSB. A controlled trial of a school-based environmental intervention to improve physical activity in Dutch children: JUMP-in, kids in motion. Health Prom Int. 2006;21:320–330. doi: 10.1093/heapro/dal032.
    1. Kremers SPJ, Brug J. Habit strength of physical activity and sedentary behavior among children and adolescents. Pediatr Exerc Sci. 2008;20:5–14.
    1. Kremers SPJ, Dijkman MAM, De Meij JSB, Jurg ME, Brug J. Awareness and habit: Important factors in physical activity in children. Health Educ. 2008;108:475–488. doi: 10.1108/09654280810910881.
    1. Klöckner CA, Oppedal IO. General vs. domain specific recycling behaviour-Applying a multilevel comprehensive action determination model to recycling in Norwegian student homes. Resour Conserv Recy. 2011;55:463–471. doi: 10.1016/j.resconrec.2010.12.009.
    1. Kovač VB, Rise J. The role of explicit cognition in addiction: Development of the mental representations scale. Addict Res Theory. 2008;16:595–606. doi: 10.1080/16066350801896263.
    1. Kovač VB, Rise J, Moan IS. From intentions to quit to the actual quitting process: The case of smoking behavior in light of the TPB. J Appl Biobehav Res. 2009;14:181–197.
    1. Kremers SPJ, Van der Horst K, Brug J. Adolescent screen-viewing behaviour is associated with consumption of sugar-sweetened beverages: The role of habit strength and perceived parental norms. Appetite. 2007;48:345–350. doi: 10.1016/j.appet.2006.10.002.
    1. Van der Horst K, Kremers S, Ferreira I, Singh A, Oenema A, Brug J. Perceived parenting style and practices and the consumption of sugar-sweetened beverages by adolescents. Health Educ Res. 2007;22:295–304.
    1. Lemieux M, Godin G. How well do cognitive and environmental variables predict active commuting? Int J Behav Nutr Phy. 2009;6:12. doi: 10.1186/1479-5868-6-12.
    1. Lucas T, Alexander S, Firestone I, Lebreton JM. Just world beliefs, perceived stress, and health behavior: The impact of a procedurally just world. Psychol Health. 2008;23:849–865. doi: 10.1080/08870440701456020.
    1. Pearson N, Atkin AJ, Biddle SJH, Gorely T. A family-based intervention to increase fruit and vegetable consumption in adolescents: a pilot study. Public Health Nutr. 2010;13:876–885. doi: 10.1017/S1368980010000121.
    1. Tam L, Bagozzi RP, Spanjol J. When planning is not enough: The self-regulatory effect of implementation intentions on changing snacking habits. Health Psychol. 2010;29:284–292.
    1. Verplanken B. Beyond frequency: Habit as mental construct. Br J Soc Psychol. 2006;45:639–656. doi: 10.1348/014466605X49122.
    1. Verplanken B, Melkevik O. Predicting habit: The case of physical exercise. Psychol Sport Exerc. 2008;9:15–26. doi: 10.1016/j.psychsport.2007.01.002.
    1. Weijzen PLG, de Graaf C, Dijksterhuis GB. Predictors of the consistency between healthy snack choice intentions and actual behaviour. Food Qual Prefer. 2009;20:110–119. doi: 10.1016/j.foodqual.2007.05.007.

Source: PubMed

3
Abonnieren