Behavior Change Techniques and Their Mechanisms of Action: A Synthesis of Links Described in Published Intervention Literature

Abstract Background Despite advances in behavioral science, there is no widely shared understanding of the “mechanisms of action” (MoAs) through which individual behavior change techniques (BCTs) have their effects. Cumulative progress in the development, evaluation, and synthesis of behavioral interventions could be improved by identifying the MoAs through which BCTs are believed to bring about change. Purpose This study aimed to identify the links between BCTs and MoAs described by authors of a corpus of published literature. Methods Hypothesized links between BCTs and MoAs were extracted by two coders from 277 behavior change intervention articles. Binomial tests were conducted to provide an indication of the relative frequency of each link. Results Of 77 BCTs coded, 70 were linked to at least one MoA. Of 26 MoAs, all but one were linked to at least one BCT. We identified 2,636 BCT–MoA links in total (mean number of links per article = 9.56, SD = 13.80). The most frequently linked MoAs were “Beliefs about Capabilities” and “Intention.” Binomial test results identified up to five MoAs linked to each of the BCTs (M = 1.71, range: 1–5) and up to eight BCTs for each of the MoAs (M = 3.63, range: 1–8). Conclusions The BCT–MoA links described by intervention authors and identified in this extensive review present intervention developers and reviewers with a first level of systematically collated evidence. These findings provide a resource for the development of theory-based interventions, and for theoretical understanding of intervention evaluations. The extent to which these links are empirically supported requires systematic investigation.

[1]  Lionel Tarassenko,et al.  Efficacy of a text messaging (SMS) based intervention for adults with hypertension: protocol for the StAR (SMS Text-message Adherence suppoRt trial) randomised controlled trial , 2014, BMC Public Health.

[2]  Gretchen A. Stevens,et al.  Contribution of six risk factors to achieving the 25×25 non-communicable disease mortality reduction target: a modelling study , 2014, The Lancet.

[3]  S. Michie,et al.  A refined taxonomy of behaviour change techniques to help people change their physical activity and healthy eating behaviours: The CALO-RE taxonomy , 2011, Psychology & health.

[4]  K. Chalkidou About the National Institute for Health and Care Excellence - NICE. , 2013, Acta medica portuguesa.

[5]  J. Wyatt,et al.  Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide , 2014, BMJ : British Medical Journal.

[6]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[7]  M. Weal,et al.  Paper-based and web-based intervention modeling experiments identified the same predictors of general practitioners' antibiotic-prescribing behavior. , 2014, Journal of clinical epidemiology.

[8]  Alexander J. Rothman,et al.  Links Between Behavior Change Techniques and Mechanisms of Action: An Expert Consensus Study , 2018, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[9]  C. Abraham,et al.  Making psychological theory useful for implementing evidence based practice: a consensus approach , 2005, Quality and Safety in Health Care.

[10]  Robert West,et al.  Development of a taxonomy of behaviour change techniques used in individual behavioural support for smoking cessation. , 2011, Addictive behaviors.

[11]  M. Johnston,et al.  Are interventions for low-income groups effective in changing healthy eating, physical activity and smoking behaviours? A systematic review and meta-analysis , 2014, BMJ Open.

[12]  G. Alkhaldi,et al.  The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review , 2016, Journal of medical Internet research.

[13]  Alexander J. Rothman,et al.  Health Behavior Change: Moving from Observation to Intervention. , 2017, Annual review of psychology.

[14]  A. Prestwich,et al.  Using theory to develop and test interventions to promote changes in health behaviour: evidence, issues, and recommendations , 2015 .

[15]  S. Michie,et al.  Identification of behaviour change techniques to reduce excessive alcohol consumption. , 2012, Addiction.

[16]  K. Witte Putting the fear back into fear appeals: The extended parallel process model , 1992 .

[17]  B. Gardner,et al.  How to reduce sitting time? A review of behaviour change strategies used in sedentary behaviour reduction interventions among adults , 2015, Health psychology review.

[18]  Alexander J. Rothman,et al.  From Theory-Inspired to Theory-Based Interventions: A Protocol for Developing and Testing a Methodology for Linking Behaviour Change Techniques to Theoretical Mechanisms of Action , 2017, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[19]  C. Abraham,et al.  A taxonomy of behavior change techniques used in interventions. , 2008, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[20]  G. Moore,et al.  What theory, for whom and in which context? Reflections on the application of theory in the development and evaluation of complex population health interventions , 2016, SSM - population health.

[21]  S. Michie,et al.  Are interventions theory-based? Development of a theory coding scheme. , 2010, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[22]  M. Johnston,et al.  Links between behaviour change techniques and mechanisms of action: an expert consensus study , 2018 .

[23]  F. Sniehotta,et al.  Theoretical explanations for maintenance of behaviour change: a systematic review of behaviour theories , 2016, Health psychology review.

[24]  Alexander J. Rothman,et al.  Advancing innovations in social/personality psychology and health: opportunities and challenges. , 2013, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[25]  S. Michie,et al.  Does theory influence the effectiveness of health behavior interventions? Meta-analysis. , 2014, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[26]  F. Sniehotta,et al.  Efficacy of behavioural interventions for transport behaviour change: systematic review, meta-analysis and intervention coding , 2014, International Journal of Behavioral Nutrition and Physical Activity.

[27]  A. Bandura Self-efficacy: toward a unifying theory of behavioral change. , 1977, Psychology Review.

[28]  Rik Crutzen,et al.  UvA-DARE (Digital Academic Repository) Everything should be as simple as possible, but no simpler: towards a protocol for accumulating evidence regarding the active content of health behaviour change interventions , 2015 .

[29]  F. Sniehotta,et al.  On the development, evaluation and evolution of health behaviour theory , 2015, Health psychology review.

[30]  Stewart W. Mercer,et al.  Improving medication management in multimorbidity: development of the MultimorbiditY COllaborative Medication Review And DEcision Making (MY COMRADE) intervention using the Behaviour Change Wheel , 2015, Implementation Science.

[31]  R. Webster,et al.  Increasing condom use in heterosexual men: development of a theory-based interactive digital intervention , 2015, Translational behavioral medicine.

[32]  B. Cuthbert,et al.  Reenvisioning Clinical Science , 2014, Clinical psychological science : a journal of the Association for Psychological Science.

[33]  M. Petticrew,et al.  Developing and evaluating complex interventions: the new Medical Research Council guidance , 2008, BMJ : British Medical Journal.

[34]  P. Briss,et al.  Prevention of chronic disease in the 21st century: elimination of the leading preventable causes of premature death and disability in the USA , 2014, The Lancet.

[35]  C. Abraham,et al.  The Behavior Change Technique Taxonomy (v1) of 93 Hierarchically Clustered Techniques: Building an International Consensus for the Reporting of Behavior Change Interventions , 2013, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[36]  A. Bandura Self-efficacy: toward a unifying theory of behavioral change. , 1977, Psychological review.

[37]  Sally J. Singh,et al.  A Web-Based Program Improves Physical Activity Outcomes in a Primary Care Angina Population: Randomized Controlled Trial , 2014, Journal of medical Internet research.

[38]  J. Grimshaw,et al.  Developing theory-informed behaviour change interventions to implement evidence into practice: a systematic approach using the Theoretical Domains Framework , 2012, Implementation Science.

[39]  H. Gainforth,et al.  ABC of Behaviour Change Theories , 2014 .

[40]  J. Carlin,et al.  Bias, prevalence and kappa. , 1993, Journal of clinical epidemiology.

[41]  Simon Coulton,et al.  Alcohol screening and brief interventions for offenders in the probation setting (SIPS Trial): a pragmatic multicentre cluster randomized controlled trial. , 2014, Alcohol and alcoholism.

[42]  A. Romain,et al.  Moderators of Theory-Based Interventions to Promote Physical Activity in 77 Randomized Controlled Trials , 2017, Health education & behavior : the official publication of the Society for Public Health Education.

[43]  S. Michie,et al.  Validation of the theoretical domains framework for use in behaviour change and implementation research , 2012, Implementation Science.