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Theories, models and interventions
Overview
This presentation will
Review the principal theories, models and interventions designed to explain, predict and control health behaviour
Explore the most popular theoretical approaches to health psychology and evaluate their success with data from controlled studies and meta-analyses
Outline eight theories that have informed the majority of interventions in health psychology and health promotion:
The health belief model
Protection motivation theory
The theory of reasoned action
Overview
The theory of planned behaviour
The information–motivation–behavioural skills model
The common sense model or self-regulation theory
The trans-theoretical or stages of change model
Social cognitive theory
The health belief model
HBM was developed by Rosenstock (1966), more than 50 years ago. The HBM contained four central constructs:
Perceived susceptibility (an individual’s assessment of their risk of getting the condition)
Perceived severity (an individual’s assessment of the seriousness of the condition, and its potential consequences)
Perceived barriers (an individual’s assessment of the influences that facilitate or discourage adoption of the promoted behaviour)
Perceived benefits (an individual’s assessment of the positive consequences of adopting the behaviour)
The health belief model
The health belief model
The aim of the HBM is to predict the likelihood of implementing health-related behaviour
Additional factors are included in the model: demographic factors (e.g. age, sex and socio-economic background), psychosocial factors (e.g. personality traits, peer influence, family, etc.) and structural factors (e.g. knowledge of the health condition
The health belief model
The HBM was tested in many studies and used as a theoretical framework for interventions. Jones et al. (2014) addressed the HBM as the theoretical basis for interventions to improve adherence. Of 18 eligible studies, only six studies used the HBM in its entirety and five studies measured health beliefs as outcomes, not behaviour
The authors’ conclusion stated: ‘Intervention success appeared to be unrelated to HBM construct addressed challenging the utility of this model as the theoretical basis for adherence-enhancing interventions’ (p. 253)
Protection motivation theory
PMT was developed by Rogers (1975) to describe coping with a health threat in light of two appraisal processes, threat appraisal and coping appraisal
It introduces a most basic human emotion into health protection: fear
According to PMT, behaviour change is best achieved by appealing to an individual’s fears. The PMT proposes four constructs, which are said to influence the intention to protect oneself against a health threat:
Radhika Mohan (M) - ED: The 4 constructs for PMT is not given below. Please provide.
Protection motivation theory
PMT assumes that protection motivation is maximized when: the threat to health is severe; the individual feels vulnerable; the adaptive response is believed to be an effective means for averting the threat; the person is confident in his or her abilities to complete successfully the adaptive response; the rewards associated with the maladaptive behaviour are small; the costs associated with the adaptive response are small
Protection motivation theory
Protection motivation theory
Fear is widely used in campaigns and behavioural change interventions, yet empirical support for its use remains unconvincing
Bui et al. (2013) carried out a systematic review on protection motivation theory and physical activity in the general population. The authors concluded that: ‘the PMT shows some promise, however, there are still substantial gaps in the evidence’ (p. 522)
Protection motivation theory
A key component of this model is fear (perceived severity). Ruiter et al. (2014) reviewed six meta-analytic studies on the effectiveness of fear appeals. They concluded that coping information aimed at increasing perceptions of response effectiveness and especially self-efficacy is more important than presenting health information aimed at increasing risk perceptions and fear arousal. Attempts to change behaviour by appealing to fear receive only limited empirical support
The fear approach has fallen into disrepute and faded away
Theory of reasoned action: Fishbein and Ajzen (1975)
Theory of reasoned action: Fishbein and Ajzen (1975)
The theory of reasoned action (TRA) is based on the assumption that a person is likely to do what he or she intends to do. The theory assumed that a person’s behavioural intention depends on the person’s attitude about the behaviour and subjective norms
It fails to capture the complexity of health experience
The TRA is based on the assumption of rationality, that human beings ordinarily make systematic and logical use of available information
Theory of reasoned action: Fishbein and Ajzen (1975)
It also assumes that human behaviour is determined by free choice in a manner that is unrestrained by political or economic factors, neglects the role of emotion and feelings, and does not incorporate self-efficacy and self-esteem
For these reasons, the theory failed to provide an explanatory account of health behaviour. Along came the Theory of Planned Behaviour (TPB)
Theory of planned behaviour: Ajzen (1991)
Theory of planned behaviour: Ajzen (1991)
Behaviour is complex and rarely controlled with as much rationality as the TRA suggested
Sex, smoking, eating, substance and alcohol use are all examples of behaviour that people have difficulty controlling in a completely rational and voluntary way
Ajzen (1985) added perceived behavioural control to produce the theory of planned behaviour. In doing so, Ajzen produced the most cited theory in the history of psychology
Theory of planned behaviour: Ajzen (1991)
A systematic review of 237 independent prospective tests found that the TPB accounted for only 19% of the variability in health behaviour (McEachan et al., 2011)
Indeed, multiple studies concur that the TPB, and its many extensions and adaptations, fail to account for more than 20 percent of the variability in health behaviour. Thus, 80% of health behaviour variance is unexplained by the TPB. This is not an exciting amount of success
Sniehotta et al. (2014) suggested that it was ‘time to retire’ the TPB
The common sense model
The ‘common sense model’ (CSM) was developed by Howard Leventhal and colleagues (Leventhal et al., 1980, 2003, 2016)
In this approach, the patient is viewed as a problem solver, attempting to make sense of an illness. A key construct within the CSM is the idea of illness representations or ‘lay’ beliefs about illness. These representations integrate with normative guidelines that people hold, to make sense of their symptoms and guide any coping actions
Five components of illness representations in the CSM are: identity, cause, time-line, consequences and curability/controllability
The common sense model
One systematic review examined the use of the CSM to develop interventions for improving adherence to health-care behaviours (medication and dietary/lifestyle), and assessed intervention effectiveness (Jones, Smith and Llewellyn, 2016). Six of the nine studies (67%) obtained a statistically significant effect of the intervention on improving at least one aspect of adherence
The CSM has been partially successful in predicting adherence, but the effects are modest
The information–motivation–behavioural skills model
This model (IMBS; Fisher and Fisher, 1992, 2000) focuses on information, motivation and behavioural skills associated with wellness behaviours
The information–motivation–behavioural skills model
Eggers et al. (2013) tested the IMBS model to assess the hypothesized motivational pathways for the prediction of condom use during last sexual intercourse with 1,066 students from Cape Town, South Africa
Knowledge of how to use a condom and how STIs are transmitted directly predicted behaviour as hypothesized by the IMBS model. However, an alternative model had a higher proportion of significant pathways
The information–motivation–behavioural skills model
Mongkuo et al. (2012) found that prevention HIV infection education motivation and HIV infection prevention knowledge had no significant effect on prevention behavioural skills, while HIV infection personal prevention knowledge emerged as having a significantly large effect in explaining HIV infection prevention behavioural skills among the students
The authors suggested that future studies should expand the exogenous variables in the IBMS model to include exposure to violent living conditions
The complexity of behaviour is quite difficult to capture in a model with only three process variables. However, the IBMS has enjoyed limited success
The transtheoretical model or stages of change model
The ‘Transtheoretical Model’ (TTM), otherwise known as the ‘Stages of Change Model’, was developed by Prochaska and DiClemente (1983)
It is a general model that applies across all types of psychological change and which has been highly influential in the research literature
The TTM hypothesizes six discrete stages of change, which people are alleged to progress through in making a change:
Pre-contemplation – a person is not intending to take action in the foreseeable future, usually measured as the next six months
The transtheoretical model or stages of change model
Contemplation – a person is intending to change in the next six months
Preparation – a person is intending to take action in the immediate future, usually measured as the next month
Action – a person is making specific overt modifications in his/her lifestyle within the past six months
Maintenance – a person is working to prevent relapse, a stage that is estimated to last from six months to about five years
Either termination – an individual has zero temptation and 100% self-efficacy, or relapse – an individual reverts to the original behaviour
The transtheoretical model: Prochaska and Diclementi (1982)
The transtheoretical model
TTM has been tested in multiple studies with mixed results.
A meta-analysis by Noar et al. (2009) indicated that interventions using the Stages of Change Model were relatively effective
However, critics have suggested that the model contains arbitrary time periods and that the supportive evidence is meagre and inconsistent (e.g. Sutton, 2000; West, 2005; Armitage, 2009)
The transtheoretical model
However, one angle that stage models offer is that of the stage-matched intervention to change behaviour (Dijkstra, Conijn and De Vries, 2006)
In this, the content of intervention is adapted to the different stages that people are in, which should make them more effective than standardized interventions
The study by Dijkstra et al. (2006) found, at 2-month follow-up, that matched interventions were significantly more effective (44.7%) than were mismatched interventions. For another review of the TTM, see Heather and Hönekopp (2013)
The social cognitive theory of bandura
Bandura’s (1986) ‘social cognitive theory’ (SCT) examines the social origins of behaviour in addition to the cognitive thought processes that influence human behaviour
Bandura’s social-cognitive approach proposes that learning can occur through observation of models in the absence of any overt reinforcement. The acquisition of skill and knowledge have an intrinsic reinforcement value independent of biological drives and needs. Two key planks in the social-cognitive platform are observational learning and self-efficacy
The social cognitive theory of bandura
Observational learning
Bandura observed that people learn by watching or observing others, reading about what people do, and making general observations of the world
This learning may or may not be demonstrated in the form of behaviour
Self-efficacy
Bandura (1994) defined the concept of ‘perceived self-efficacy’ as people’s beliefs about their capabilities to produce designated levels of performance that exercise influence over events that affect their lives
The social cognitive theory of bandura
Among the sources of self-efficacy are:
Performance accomplishments: past experiences of success and failure (‘I have already done it’)
Vicarious experience: witnessing others’ successes and failures (‘I saw somebody do it’)
Verbal persuasion: being told by others that one can or cannot competently perform a particular behaviour (‘You can do it’)
Emotional arousal: when engaging in a particular behaviour in a specific situation (‘I would love to do it’)
The social cognitive theory of bandura
The self-efficacy concept has been widely applied in studies and interventions
Models of human health behaviour – the PMT, the HBM, and TPB – include self-efficacy as an important component
Self-efficacy refers to one of the ‘truths’: believing that we can accomplish what we want to accomplish is ‘one of the most important ingredients – perhaps the most important ingredient – in the recipe for success’ (Maddux, 2002: 277)
The social cognitive theory of bandura
The concept mirrors the self-help literature of the kind Dale Carnegie founded on the principle that people can achieve great things by believing that they can do so, so-called ‘positive thinking’
Observational learning and self-efficacy are invaluable concepts. However, critics argue that the relationship between the concepts is not clear
Others say, it's just common sense, written in more abstract jargon
Theoretical integration
The great range and variability in theories, models and concepts calls for integration
One integrated model is the ‘COM-B’ that focuses on capability, opportunity and motivation and the ‘Behaviour Change Wheel’ (Michie and Wood, 2015)
The Behaviour Change Wheel has been proposed for physical activity, weight loss, hand hygiene, dental hygiene, diet, smoking, medication adherence, prescribing behaviours, condom use and female genital mutilation
Theoretical integration
One critic questioned whether the COM-B and the Behaviour Change Wheel ‘can ever be tested’ and points out that it remains ‘unclear how it can be ever falsified if its constructs remain broad and all encompassing ... And does it promote and facilitate creativity in those that do the thinking?’ (Ogden, 2016)
Theoretical domains framework
The complex array of theories and models can be a little overwhelming
Theories are often poorly applied and interventions suffer because they lack empirical support
One way of making progress would be to determine a consensus among knowledgeable researchers about what works and what doesn’t
Theoretical domains framework
Michie et al. (2005) developed a consensus on theoretical constructs, a ‘Theoretical Domains Framework’ (TDF), in six phases:
Identifying theoretical constructs
Simplifying into domains
Evaluating the domains
Interdisciplinary evaluation
Validating
Piloting interview questions
Theoretical domains framework
A questionnaire was designed to facilitate the use of the TDF in practice change (Huijg et al., 2014)
A systematic literature review comparing the original with the refined TDF found that the ‘environmental context and resources’, ‘beliefs about consequences’, and ‘social influences’ were the three domains most frequently cited in the reviewed studies (84%, 74%, and 66%, respectively; Mosavianpour et al., 2016)
Theoretical domains framework
This finding is consistent with the idea that self-control is constrained: what individuals can do to change their lives is not simply a matter of personal choice – choices are constrained biologically, culturally, economically and environmentally
These constraints are one of the reasons that individual-level black-box models and theories are unable to explain more than 20% of health behaviour
Intentions vs. behaviour and the ‘intention–behaviour gap’
The evidence from studies of the models and theories is that it is relatively easy to predict the intention to act, but more difficult to predict action itself
It is commonly the case that a person develops an intention to change their health behaviour (e.g. to stop smoking) but they might not take any action (e.g. actually to stop smoking). This discrepancy has been labelled the ‘intention–behaviour gap’
What leads to the translation between an intention and an action is reduced in many models to an arrow between two black boxes. However, we need to breakdown intention into two phases: goal intention and implementation intention (Gollwitzer 1993, 1999; Gollwitzer and Brandstatter, 1997)
Intentions vs. behaviour and the ‘intention–behaviour gap’
Goal intention is a commitment towards a goal (‘I intend to achieve the goal’)
Implementation intention is about the necessary action (‘I intend to initiate the behaviour X in situation Y’). This second phase is not addressed in the models but is a key part of the process of performing a behaviour
Intentions vs. behaviour and the ‘intention–behaviour gap’
We know that unhealthy behaviour is more common amongst lower SES groups, helping to create health inequalities. One possibility is that the intention–behaviour gap is wider amongst the lower SES groups
Vasiljevic et al. (2016) tested this hypothesis using objective and self-report measures of three behaviours, pooling data from five studies
The intention–behaviour gap did not vary with deprivation for diet, physical activity, or medication adherence in smoking cessation
Intentions vs. behaviour and the ‘intention–behaviour gap’
However, they did find a larger gap between perceived control over behaviour (self-efficacy) and behaviour in the more deprived
Choices are especially constrained economically and environmentally among lower SES groups, regardless of the good intentions to change towards healthier behaviours
Interventions to plug the intention–behaviour gap have been employed such as self-affirmation tasks, planning or implementation intentions which have met with some, limited success (Gollwitzer, 1993; Gollwitzer and Sheeran, 2006; Steele, 1988; Epton et al., 2015; Synergy Expert Group, 2016, p. 1)
Behaviour change techniques
A behaviour change technique (BCT) is a systematic procedure included as an active component of an intervention designed to change behaviour
The defining characteristics of a BCT are that it is:
Observable
Replicable
Irreducible
A component of an intervention designed to change behaviour
A postulated active ingredient within the intervention (Michie et al., 2011)
Behaviour change techniques
A BCT taxonomy has been employed to code descriptions of intervention content into BCTs (Michie et al., 2011, 2013)
The production of a structured list of BCTs provides a ‘compendium’ of behaviour change methods which helps to map the domain of behaviour change and inform practitioner decision-making. However it risks becoming a prescriptive ‘cook-book’ of what therapeutic techniques must be applied to patients presenting with a specific behavioural problem
Behaviour change techniques
Another problem with taxonomy approach is that BCTs are not all optimally effective when combined in ‘pick-and-mix’ fashion. There needs to be a coherence to the package that is provided by a theory that offers power and meaning and connects the components into a working set
Of equal importance to the nature of the BCTs is the quality of the change agent
Behaviour change agents
To use an analogy, there is more to baking a cake than the ingredients. Of course one needs a set of ingredients (the BCTs) but one also needs a baker – the behaviour change agent (BCA)
The BCA/therapist must be fit for purpose and so fully capable and competent to deliver the BCTs in a persuasive and stylish manner
The qualities of effective therapists have been studied for at least 50 years. It is an oversight that people working on BCTs tend to neglect the importance of the ‘baker’ – the BCA
Behaviour change agents
Therapists’ interpersonal style, empathy and communication skills are essential requirements for of successful behaviour change (Hagger and Hardcastle, 2016)
Empirical evidence suggests that empathy is teachable, e.g. to undergraduate medical students (Batt-Rawden, 2013) or physicians (Riess et al., 2014; Kelm et al., 2014)
Critique of individual-level theories and models
The pattern of evidence suggests that current psychological theories and models do not provide a viable foundation for effective interventions. Some of the reasons for this situation are as follows:
Individualistic bias: The human ‘operating system’ is assumed to be universal and rational, following a fixed set of formulae that the models attempt to describe. Yet even within its own terms, the programme of model testing and confirmation is failing to meet the goals it has set
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Critique of individual-level theories and models
Lack of ecological validity and questionable statistical methods: Thousands of published studies have used null hypothesis testing with small samples of college students or patients
The power, ecological validity and generalizability of these studies is questionable
Rarely are alternative approaches to theory testing utilized, for example, Bayesian statistics and power analyses, to assess the importance of the effects rather than their statistical significance (Cohen, 1994)
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Critique of individual-level theories and models
Self-report measures: Most studies use self-reported measures of intention and behaviour rather than objective measures. This means that the academic studies have little contact with the universe of real-world, objective behaviour
Neglect of culture, religion and gender: These aspects are neglected by most socio-cognitive models (SCMs). The models aim at universal application that is unachievable
Neglect of motivation: Another common complaint about the SCMs is that they do not adequately address the motivational issues about risky behaviours
Critique of individual-level theories and models
Willig (2008) questioned the assumption that lies behind much of health and sex education ‘that psychological health is commensurate with maintaining physical safety, and that risking one’s health and physical safety is necessarily a sign of psychopathology’ (p. 690)
On the basis of current evidence, grand theories claiming universal application are lacking any empirical support
Critique of individual-level theories and models
Unsupported assumptions: The transtheoretical model has received particular criticism:
Sutton (2000b) argued (of the TTM) that the stage definitions are logically flawed, and that the time periods assigned to each stage are arbitrary
Herzog (2008) suggested that the TTM does not satisfy the criteria required of a valid stage model and that the proposed stages of change ‘are not qualitatively distinct categories’
Critique of individual-level theories and models
Procedural issues: French et al. (2007) investigated what people think about when they answer TPB questionnaires using the ‘think aloud’ technique
French et al. found problems relating to information retrieval and to participants answering different questions from those intended and they concluded that: ‘The standard procedure for developing TPB questionnaires may systematically produce problematic questions’ (p. 672)
The elephant in the room – The persistence of error
If the evidence in support of SCMs is so meagre and feeble, how have they survived for such a long time?
The scientific method is intended to be a fail-safe procedure for abandoning disconfirmed hypotheses and progressing with hypotheses that appear not to be disconfirmed
The diagram on the following slide shows how the research process insulates theories and models against negative results, leading to the persistence of error over many decades
The elephant in the room – The persistence of error
Continuous cycles of revisions and extensions following meagre or negative results protect the model from its ultimate abandonment until every possible amendment and extension has been tested and tried and found to be wanting
The elephant in the room – The persistence of error
Homeostasis theory of well-being
A new theory proposes that behaviour and experience follow the principle of homeostasis (Marks, 2015, 2016, 2018)
In the theory, which extends a well-known principle from physiology to psychology, all human behaviour and experience, including health protection and illness prevention, and the regulation of emotion, are under homeostatic control
A person in good health is in a state of homeostatic balance that operates across systems of biochemical, physiological, psychological and social homeostasis
Homeostasis theory of well-being
The homeostasis theory of well-being utilises the fact that human beings are natural agents of change who adapt, accommodate and ameliorate under continuously changing conditions, both external and internal, to maximise the stability of physical and mental well-being
Homeostasis theory of well-being
Homeostasis theory of well-being
Well-being is the outcome of a multiplex of continuously changing feedback loops in a system of psychological homeostasis with four main component processes:
(1) well-being; (2) cognitive appraisal; (3) emotion; (4) action.
In prevention and treatment of clinical conditions, individuals can help themselves and be helped by external techno aids to monitor and maintain physiological variables using behavioural forms of homeostasis, e.g. in diabetes, metabolic syndrome, hypertension, thyroid problems, skin disorders such as urticaria, or obesity
Homeostasis theory of well-being
Behavioural forms of homeostasis occur in actions designed to support neural systems of regulation
Social homeostasis occurs in supportive actions by other humans, requested or volunteered, and provides another way to support and protect an individual’s well-being
Future research
People are social and emotional beings and these features need to be restored into theories and models of behaviour
Future research must look at the potential of m-health as a tool for engaging people of all ages in health promotion and risk reduction
Changing the focus from individuals to communities and populations would be a sensible decision in maximising the impact of interventions
The homeostasis theory of well-being needs to be tested in randomised controlled trials and prospective studies to determine its scientific validity and applicability to health care
Summary
Individual-level theories and models are based on universal constructs concerning behavioural adoption, maintenance, and change
Thousands of studies and meta-analyses have tested individual-level, social cognitive theories and models with mixed success. Only modest amounts of variation in intentions and behaviour are accounted for using a social cognitive approach
Critics have suggested that individual-level theories and models of social cognition are flawed, unfalsifiable and tautological. On the other hand, others have attempted to integrate theory to produce improved prediction and intervention
Summary
A major obstacle has been the ‘intention-behaviour gap’. Attempts to bridge the gap such as the implementation-of-intentions approach are having some success
Seemingly insulated from the disconfirming results, many theories and models continue to be the main focus for research and interventions. If health psychology is to show its full potential, it will be essential to develop a properly scientific approach based on a valid theoretical approach, which to date has not been provided
Summary
Another project has been to classify behaviour change techniques into a taxonomy. From this it is hoped that different techniques can be combined to maximize the chance of successful outcomes. Critics have suggest that creativity, empathy and therapist delivery may be cramped by taxonomic treatments
Another approach is the use of bibliotherapy, m-health and apps for mobile devices. Combined with social networking, apps are a popular approach for engaging people in health promotion and risk reduction but their potential has yet to be proven
Summary
Social support remains indispensable for the maintenance of well-being
The homeostasis theory of well-being applies the core concept of homeostasis from physiology to behaviour, cognition, emotion and well-being
The homeostasis theory of well-being utilises the fact that human beings are natural agents of change who adapt, accommodate and ameliorate under continuously changing conditions, both in the external and internal environment, to optimise the stability of physical and mental well-being