See discussions, stats, and author profiles for this publication at: https://www.researchgate.net/publication/301701597 The Capabilities, Opportunities and Motivation Behaviour-Based Theory of Change Model Working Paper · June 2016 CITATION READS 1 16,650 1 author: John Mayne 76 PUBLICATIONS 1,632 CITATIONS SEE PROFILE Some of the authors of this publication are also working on these related projects: Revisiting Contribution Analysis View project Working with Useful Theories of Change View project All content following this page was uploaded by John Mayne on 05 July 2016. The user has requested enhancement of the downloaded file. WORKING PAPER The COM-B Theory of Change Model John Mayne 4 July 2016 Introduction Most interventions seek to change the behaviour of individuals and/or organizations. Yet surprisingly evaluation of interventions has not made much use of the quite large literature on behaviour change theories and models. One review of the literature is by Darnton (2008). There are exceptions. Bennett’s hierarchy has been used in the evaluation of education programs (Bennett 1975; Bennett and Rockwell 1995). The hierarchy includes an imbedded behaviour change model where by changes in capacity of knowledge, aspirations, skills and attitudes (KASA) are seen as leading to practice changes. Steve Montague has used the Bennett hierarchy in a variety of evaluation settings (Montague 2000; Montague and Valentim 2010; Montague and Lamers-Bellio 2012). In a recent article (Mayne 2015), I used the NOA (Needs, Opportunities and Abilities) model of Gatersleben and Vlek (1998) discussed by Darnton (2008) as a key part of a useful theory of change model. Darnton’s review of behaviour change models notes a key aspect, namely that all of the capacity change elements in the models are necessary to bring about behaviour change. How the capacity change elements are organized and grouped differ among different models, but are essentially referring to the same set of capacities. The NAO model argues that needs and opportunities lead to motivation which when combined with abilities leads to behaviour change. The COM-B model In working with the Palladium group, a more recent behaviour change model was identified that seems even more intuitive and is specifically aimed at interventions aimed at changing behaviour. Michie, Stralen and West (2011) set out a COM-B model of behaviour change: behaviour (B) occurs as the result of interaction between three necessary conditions, capabilities (C), opportunities (O) and motivation (M). Capability is defined as the individual’s psychological and physical capacity to engage in the activity concerned. It includes having the necessary knowledge and skills. Motivation is defined as all those brain processes that energize and direct behaviour, not just goals and conscious decision-making. It includes habitual processes, emotional responding, as well as analytical decision-making. Opportunity is defined as all the factors that lie outside the individual that make the behaviour possible or prompt it. (Michie et al. 2011: 4) [italics added] 2 Their COM-B systems model is shown in Figure 1. Note that both capabilities and opportunities can influence motivation and all three not only bring about behaviour change but can also be influenced by the resulting behaviour change, i.e., there is often a feedback loop from behaviour change to capacity change. If practice change seen as limited, then there may be a need for more capacity change work. Figure 1: The COM-B System Model Behaviour change Capabilities Motivation Opportunities Reflecting on Bennett’s KASA model: • • • Capability relates to knowledge and skills, and is similar to abilities. Opportunity is not in the KASA model (but is in the NAO model). Motivation relates to attitudes and aspirations. Interventions typically address one or more of capabilities, opportunities and motivation, indeed often just capabilities such as when knowledge and skills are enhanced through workshops and training. In such a case, the behaviour change assumptions would have to include an assumption about adequate opportunities and motivation being in place, since a key behaviour change assumption is that the capabilities, opportunities and motivation are all present and adequate. In a theory of change context, for the COM-B model we would have Figure 2. Further discussion on this type of behaviour-change based theory of change model can be found in Mayne (2015). Note that Figure 2 includes possible unintended results that could be triggered by the intervention, and need to be kept in mind. Working with the COM-B model In working with this COM-B generic theory of change model, it was not always clear how to distinguish among the capacity and behaviour changes and their associated assumptions. Consider these in turn: 3 Figure 2: The COM-B Based Theory of Change Improved Wellbeing Wellbeing Assumptions Unanticipated Results Direct Benefits Direct Benefits Assumptions Behaviour Change External Influences Behaviour Change Assumptions Capacity Change Motivation Capability Opportunity Reach & Reaction Capacity Change Assumptions Reach Assumptions Activities/ Outputs Behaviour Changes The behaviour changes are the specific practice changes that occur. These are usually easy to identify and indeed, to measure. Behaviour Change Assumptions Since, based on the model, capacity change ‘will’ lead to behaviour change, it is not always clear what the behaviour change assumptions should be and indeed if any assumptions are needed. A distinction in part could be that behaviour change often takes time to become ingrained and seen as worthwhile, and may involve feedback between the behaviour and capacity change. Teaching skills is fine, but then putting them into practice takes time and no doubt some trial and error. Possible generic behaviour change assumptions therefore could include, the need for: 4 • • • • • Sustained leadership Other sustained support Resources Early successes Application of new capacities being not too difficult Capacity Changes Capacity changes should be the actual changes acquired in capabilities, opportunities and motivation. These would often be more of a challenge to measure and to set targets for. There might be behaviour change research available that could help. Of more immediate concern, is understanding exactly what these terms mean in the COM-B model. Michie et al. (2011) define the terms as follows: “In this ‘behaviour system,’ capability, opportunity, and motivation interact to generate behaviour that in turn influences these components … • • • Capability is defined as the individual’s psychological and physical capacity to engage in the activity concerned. It includes having the necessary knowledge and skills. Motivation is defined as all those brain processes that energize and direct behaviour, not just goals and conscious decision-making. It includes habitual processes, emotional responding, as well as analytical decision-making. Opportunity is defined as all the factors that lie outside the individual that make the behaviour possible or prompt it.” (p. 4) “Within the three components that generate behaviour, it is possible to develop further subdivisions that capture important distinctions noted in the research literature. Thus, • • • With regard to capability, we distinguished between physical and psychological capability (psychological capability being the capacity to engage in the necessary thought processes - comprehension, reasoning et al.). With opportunity, we distinguished between physical opportunity afforded by the environment and social opportunity afforded by the cultural milieu that dictates the way that we think about things (e.g., the words and concepts that make up our language). With regard to motivation, we distinguished between reflective processes (involving evaluations and plans) and automatic processes (involving emotions and impulses that arise from associative learning and/or innate dispositions).” (p. 4) Capabilities is the more straightforward component comprising skills and knowledge, and frequently addressed in interventions through training and workshops. 5 Note though how opportunity is defined. Opportunities include events outside the individual(s) that make behaviour change possible—including changes in social norms—or prompt it—such as incentives or sanctions. Motivation could include new ways of thinking and decision-making. Obviously, in many cases, new opportunities would trigger enhanced motivation. Note then that: • Motivation are internal processes that have changed such as new realizations, thinking and forms of decision-making, • Opportunities are external to the individuals and might include reasonable costs, making the time to learn, changes in social norms, incentives or penalties. Capacity Change Assumptions These assumptions need to be the events and conditions that are needed to bring about the capacity changes. To some extent, the outputs intending to lead to the capacity change are precisely those events and conditions, or perhaps more likely the events. Generic capacity change assumptions might be that: • • • • • • • Training is relevant to the setting Outputs are sensible Messages are understood Enabling environment is supportive Social norms are supportive Incentives are supportive Reach, if not specifically included. Further, assumptions for each of changes in capabilities, motivation and opportunities need to be addressed or accounted for. Reach and Reaction Reach and Reaction are the target groups who are intended to receive the intervention’s outputs and their initial reaction. In an ex post situation, reach would be those actually reached which could be different from who were intended to be reached. The expectation would be that those reached saw or were involved with the outputs. The expected reaction is that the intervention approach and its outputs were positively received and deemed worth further consideration. 6 Reach Assumptions The assumptions here are the events and conditions needed to occur if the outputs delivered are to reach and be positively received by the reach groups. Generic reach assumptions could include such things as • • • the targeted audience is well defined and can be communicated with, the approach and outreach is context sensitive, and the outputs are seen as acceptable, and worth considering. Some examples I have redone, using the COM-B model, several of the examples I used in earlier publications. Figure 3 is the nutrition example I used in Mayne (2015). The changes are in the Capacity and Behaviour Change Assumptions, where the COM components of capacity change are spelled out. The second example is the one previously used in Befani and Mayne (2014) illustrating an intervention to improve girl’s education outcomes, shown here in Figure 4. Here the intervention is shown as a composite intervention covering • • • Pathway 1: engagement with community leaders and parents (PW1), Pathway 2: improvement to accommodation for girls in schools (PW2), and Pathway 3: gender sensitive training to teachers (PW3). Again the explicit use of the COM-B model is evident. Types of Behaviour Change Interventions Michie et al. (2011) also identify a classification of types of interventions and policies that are used to change behaviour, based on a review of the relevant literature (p. 7). Table 1 lists the types of interventions they identified. Also noted in the table is which element of the COM-B model the intervention relates to. 7 Figure 3: A Nutrition Intervention Theory of Change Wellbeing Changes Children’s nutrition status & health improves Direct Benefits Children consume a more nutritious diet External Influences • Lower prices for food • Other staples become more Behaviour Changes Mother adopt new feeding practices Capacity Changes Mother acquire new capabilities about nutrition benefits and feeding practices Reach and Reaction Mothers with young children Time line Activities/Outputs Training & Informing on Nutrition Benefits & Feeding Practices Wellbeing Change Assumptions 1. Children have access to health care Direct Benefits Assumptions 1. Practices prove practical 2. No reduction in other nutritious food intake Behavioural Change Assumptions 1. Mothers make decisions about children’s food 2. New practices supported by husbands and mother-in-law 3. Parents see improvements in children’s health Capacity Change Assumptions 1. Capabilities - Nutrition benefits and feeding practices understood and relevant 2. Opportunities – Nutritious food available and affordable 3. Motivation – Mothers want to improve the health of their children Reach Assumptions 1. Targeted mothers with young children reached 2. Approach & material seems appropriate 8 Figure 4: Beneficiary Theory of Change for Enhancing Education Outcomes for Girls Direct Benefits Changes Significantly improved education outcomes for girls 2 years Pathway 2 ToC Outputs PW2-Improved accommodation 4-8 months Girls’ Capacity Change Motivation -Girls more comfortable in school nal Exter s r Facto et Behaviour Change Girls actively engaged in learning Girls’ Capacity Change rn • Inte bility availa s t b ook • Te x e m b ec o le availab 4-8 months Opportunities-social support, more time for study; more time with teachers Motivation- girls more engaged in and wanting an education Outputs • Teachers provide girls with more empathetic and supportive teaching in schools (PW3) • Improved parental & community support and time for study (PW1) Girls’ Direct Benefit Changes Assumptions A1. Resources and will continue for multi-year involvement Girls’ Behaviour Change Assumptions A2. Continued support by parents and community (PW1) A3. Continued improved teaching that recognizes improvement in girls’ learning (PW3) A4. Girls see their improvement in learning Girls’ Capacity Change Assumptions Opportunities A5. Girls see the greater support for their education A6. Girls relate to the improved teaching Motivation A7. Girls realize the importance of getting a good education (PW1, PW3) Capabilities A8. Girls have the inherent capabilities Restructuring the information in Table 1, we have Table 2 showing the types of interventions associated with each COM-B component. This suggest ways of bring about capacity changes. Table 1 Possible Types of Behaviour Changing Interventions Intervention Education (Capability) Definition Increasing knowledge or understanding Examples Providing information to promote healthy eating Persuasion (Motivation) Using communication to induce positive or negative feelings or stimulate action Creating expectation of reward Using imagery to motivate increases in physical activity Incentivisation Using prize draws to induce attempts to 9 (Opportunity/ Motivation) stop smoking Coercion (Opportunity/ Motivation) Training (Capability) Creating expectation of punishment or cost Raising the financial cost to reduce excessive alcohol consumption Imparting skills Advanced driver training to increase safe driving Restriction (Opportunity) Using rules to reduce the opportunity to engage in the target behaviour (or to increase the target behaviour by reducing the opportunity to engage in competing behaviours) Changing the physical or social context Prohibiting sales of solvents to people under 18 to reduce use for intoxication Modelling (Motivation/ Capability) Providing an example for people to aspire to or imitate Using TV drama scenes involving safesex practices to increase condom use Enablement (Capability/ Opportunity) Increasing means/reducing barriers to increase capability or opportunity Behavioural support for smoking cessation, medication for cognitive deficits, surgery to reduce obesity, prostheses to promote physical activity Environmental restructuring (Opportunity) Providing on-screen prompts for GPs to ask about smoking behaviour Source: Adapted from Michie et al. (2011: 7) Table 2 Types of Interventions Associated with COM-B Components COM-b Component Capabilities Types of Interventions Education Training Modelling Enablement Motivation Persuasion Modelling Opportunity Incentivisation Coercion Restriction Environmental Restructuring Enablement 10 Concluding remarks The COM-B is an improvement on the previous behaviour change models I have used in building theories of change. It is more intuitive and more structured, forcing one to think through the drivers of capacity and behaviour change. In this note, I have suggested generic types of capacity and behaviour change assumptions, and Table 2 suggests the types of interventions that can bring about capability, motivation and opportunity changes. 11 References Befani, B. and J. Mayne (2014). "Process Tracing and Contribution Analysis: A Combined Approach to Generative Causal Inference for Impact Evaluation." IDS Bulletin 45(6): 17-36. 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