Links Between Behavior Change Techniques and Mechanisms of Action: An Expert Consensus Study

Abstract Background Understanding the mechanisms through which behavior change techniques (BCTs) can modify behavior is important for the development and evaluation of effective behavioral interventions. To advance the field, we require a shared knowledge of the mechanisms of action (MoAs) through which BCTs may operate when influencing behavior. Purpose To elicit expert consensus on links between BCTs and MoAs. Methods In a modified Nominal Group Technique study, 105 international behavior change experts rated, discussed, and rerated links between 61 frequently used BCTs and 26 MoAs. The criterion for consensus was that at least 80 per cent of experts reached agreement about a link. Heat maps were used to present the data relating to all possible links. Results Of 1,586 possible links (61 BCTs × 26 MoAs), 51 of 61 (83.6 per cent) BCTs had a definite link to one or more MoAs (mean [SD] = 1.44 [0.96], range = 1–4), and 20 of 26 (76.9 per cent) MoAs had a definite link to one or more BCTs (mean [SD] = 3.27 [2.91], range = 9). Ninety (5.7 per cent) were identified as “definite” links, 464 (29.2 per cent) as “definitely not” links, and 1,032 (65.1 per cent) as “possible” or “unsure” links. No “definite” links were identified for 10 BCTs (e.g., “Action Planning” and “Behavioural Substitution”) and for six MoAs (e.g., “Needs” and “Optimism”). Conclusions The matrix of links between BCTs and MoAs provides a basis for those developing and synthesizing behavioral interventions. These links also provide a framework for specifying empirical tests in future studies.

[1]  Anthony F Jorm Using the Delphi expert consensus method in mental health research , 2015, The Australian and New Zealand journal of psychiatry.

[2]  Michael Kelly,et al.  Evidence based public health: A review of the experience of the National Institute of Health and Clinical Excellence (NICE) of developing public health guidance in England. , 2010, Social science & medicine.

[3]  C. Abraham,et al.  Effective techniques in healthy eating and physical activity interventions: a meta-regression. , 2009, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

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

[5]  P. Sheeran,et al.  Does changing behavioral intentions engender behavior change? A meta-analysis of the experimental evidence. , 2006, Psychological bulletin.

[6]  Marie Johnston,et al.  Optimizing acceptability and feasibility of an evidence-based behavioral intervention for obese adults with obesity-related co-morbidities or additional risk factors for co-morbidities: an open-pilot intervention study in secondary care. , 2012, Patient education and counseling.

[7]  Gerjo Kok,et al.  A taxonomy of behaviour change methods: an Intervention Mapping approach , 2015, Health psychology review.

[8]  M. Hiligsmann,et al.  Effectiveness and cost-effectiveness of a nurse-delivered intervention to improve adherence to treatment for HIV: a pragmatic, multicentre, open-label, randomised clinical trial. , 2017, The Lancet. Infectious diseases.

[9]  K. Vella,et al.  Use of consensus development to establish national research priorities in critical care , 2000, BMJ : British Medical Journal.

[10]  Sara A Baker,et al.  Clinical effectiveness and cost-effectiveness of foam sclerotherapy, endovenous laser ablation and surgery for varicose veins: results from the Comparison of LAser, Surgery and foam Sclerotherapy (CLASS) randomised controlled trial. , 2015, Health technology assessment.

[11]  Maria E. Fernandez,et al.  Planning Health Promotion Programs: An Intervention Mapping Approach , 2006 .

[12]  Peter R Harris,et al.  Does heightening risk appraisals change people's intentions and behavior? A meta-analysis of experimental studies. , 2014, Psychological bulletin.

[13]  A. Delbecq,et al.  The nominal group as a research instrument for exploratory health studies. , 1972, American journal of public health.

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

[15]  N. Kerse,et al.  Interventions to improve the appropriate use of polypharmacy for older people. , 2018, The Cochrane database of systematic reviews.

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

[17]  Alexander J. Rothman,et al.  The impact of changing attitudes, norms, and self-efficacy on health-related intentions and behavior: A meta-analysis. , 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[18]  Yael Benn,et al.  Does monitoring goal progress promote goal attainment? A meta-analysis of the experimental evidence. , 2016, Psychological bulletin.

[19]  S. Michie,et al.  The behaviour change wheel: A new method for characterising and designing behaviour change interventions , 2011, Implementation science : IS.

[20]  Jane M. Young,et al.  Audit and feedback: effects on professional practice and healthcare outcomes. , 2012, The Cochrane database of systematic reviews.

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

[22]  M. Kelly,et al.  Methodological, Theoretical, Infrastructural, and Design Issues in Conducting Good Outcome Studies , 2011 .

[23]  Pierre Durieux,et al.  Computer-generated reminders delivered on paper to healthcare professionals: effects on professional practice and healthcare outcomes. , 2017, The Cochrane database of systematic reviews.

[24]  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.

[25]  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.

[26]  Alan D. Lopez,et al.  A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010 , 2012, The Lancet.

[27]  B. Feldman,et al.  Defining consensus: a systematic review recommends methodologic criteria for reporting of Delphi studies. , 2014, Journal of clinical epidemiology.

[28]  C. Abraham,et al.  Reliability of Identification of Behavior Change Techniques in Intervention Descriptions , 2015, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[29]  Ryan E Rhodes,et al.  Experimental evidence for the intention-behavior relationship in the physical activity domain: a meta-analysis. , 2012, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[30]  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.

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

[32]  C. Holmes,et al.  Nominal group technique: an effective method for obtaining group consensus. , 2012, International journal of nursing practice.

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

[34]  Charles Abraham,et al.  Behaviour change techniques: the development and evaluation of a taxonomic method for reporting and describing behaviour change interventions (a suite of five studies involving consensus methods, randomised controlled trials and analysis of qualitative data). , 2015, Health technology assessment.

[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.