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BioMed Central
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BMC Public Health
Open Access
Research article
A review of health behaviour theories: how useful are these for
developing interventions to promote long-term medication
adherence for TB and HIV/AIDS?
Salla Munro*1, Simon Lewin2, Tanya Swart3 and Jimmy Volmink4
Address: 1South African Cochrane Centre, Medical Research Council of South Africa, P.O. Box 19070, Tygerberg 7505, Cape Town, South Africa,
2Health Systems Research Unit, Medical Research Council of South Africa and Department of Public Health and Policy London School of Hygiene
and Tropical Medicine, Keppel Street London WC1E7 HT, UK, 3Department of Psychology School of Human & Community Development,
University of the Witwatersrand Private Bag X3, Wits, 2050, South Africa and 4South African Cochrane Centre, Medical Research Council of South
Africa and Deputy Dean: Research Faculty of Health Sciences, Stellenbosch University PO Box 19063, Tygerberg 7505, Cape Town, South Africa
Email: Salla Munro* - salla.munro@mrc.ac.za; Simon Lewin - simon.lewin@lshtm.ac.uk; Tanya Swart - tanya.swart@wits.ac.za;
Jimmy Volmink - jvolmink@sun.ac.za
* Corresponding author
Abstract
Background: Suboptimal treatment adherence remains a barrier to the control of many infectious
diseases, including tuberculosis and HIV/AIDS, which contribute significantly to the global disease
burden. However, few of the many interventions developed to address this issue explicitly draw on
theories of health behaviour. Such theories could contribute to the design of more effective
interventions to promote treatment adherence and to improving assessments of the transferability
of these interventions across different health issues and settings.
Methods: This paper reviews behaviour change theories applicable to long-term treatment
adherence; assesses the evidence for their effectiveness in predicting behaviour change; and
examines the implications of these findings for developing strategies to improve TB and HIV/AIDS
medication adherence. We searched a number of electronic databases for theories of behaviour
change. Eleven theories were examined.
Results: Little empirical evidence was located on the effectiveness of these theories in promoting
adherence. However, several models have the potential to both improve understanding of
adherence behaviours and contribute to the design of more effective interventions to promote
adherence to TB and HIV/AIDS medication.
Conclusion: Further research and analysis is needed urgently to determine which models might
best improve adherence to long-term treatment regimens.
Background
Theories may assist in the design of behaviour change
interventions in various ways [1-3], by promoting an
understanding of health behaviour, directing research and
facilitating the transferability of an intervention from one
health issue, geographical area or healthcare setting to
another.
Ensuring treatment adherence presents a considerable
challenge to health initiatives. Haynes et al. ([4], p2) have
Published: 11 June 2007
BMC Public Health 2007, 7:104 doi:10.1186/1471-2458-7-104
Received: 14 August 2006
Accepted: 11 June 2007
This article is available from: http://www.biomedcentral.com/1471-2458/7/104
© 2007 Munro et al; licensee BioMed Central Ltd.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0),
which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104
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defined adherence as "the extent to which patients follow
the instructions they are given for prescribed treatments".
Adherence is a more neutral term than 'compliance',
which can be construed as being judgmental. While pro-
grammes promoting adherence have focused on various
health behaviours, this review focuses specifically on
long-term adherence to tuberculosis (TB) and HIV/AIDS
treatment. Non-adherence to treatment for these diseases
has severe human, economic and social costs. Interrupted
treatment may reduce treatment efficacy and cause drug
resistance [5], resulting in increased morbidity and mor-
tality and further infections. Without intervention, adher-
ence rates to long-term medication in high income
countries are approximately 50% [6], while adherence in
low and middle income countries may be even lower [7].
TB and HIV present particular challenges to adherence.
Both are chronic and infectious diseases that affect mainly
the most disadvantaged populations and involve complex
treatment regimens with potentially severe side effects;
both are public health priorities and non-adherence may
cause drug resistance [7]. These characteristics differenti-
ate these diseases from other chronic diseases such as
asthma and hypertension where, for example, drug resist-
ance is not a key issue. Treatment adherence is also
affected by beliefs about the origins, transmission and
treatment of TB and HIV, often resulting in the stigmatisa-
tion of those affected [7]. The interaction of these factors
make adherence for these diseases not only a priority but
a complex health issue.
Various interventions have been designed to improve
treatment adherence, but few theories describe specifically
the processes involved. Currently, there are more than 30
psychological theories of behaviour change [8], making it
difficult to choose the most appropriate one when design-
ing interventions. This is a particular problem within the
field of adherence to long-term medications, where the
consequences of non-adherence may be severe. Existing
theories therefore need to be examined further to deter-
mine their relevance to the issue of long-term medication
adherence.
Leventhal and Cameron [9] identified five main theoreti-
cal perspectives related to adherence: 1) biomedical; 2)
behavioural; 3) communication; 4) cognitive; and 5) self-
regulatory. Each perspective encompasses several theories.
More recently, the stage perspective has emerged, which
includes the transtheoretical model. The most commonly
used theories are those within the cognitive perspective
[1,10] and the transtheoretical model [1]. This review
includes a short description of theories within each of the
five perspectives listed above, as well as the transtheoreti-
cal model. We locate these theories specifically within the
realm of adherence to long-term medication, defined as
medication regimens of three months or more; describe
their key characteristics and evidence base; and examine
their relevance and applicability with regard to adherence
to long-term medication regimens for TB and HIV/AIDS.
To our knowledge, the area of long-term adherence to
medication has not yet been addressed in reviews of
health behaviour theories.
While the focus of this review is on factors affecting con-
sumers, we acknowledge that adherence is a complex and
dynamic phenomenon, which relates to consumers, pro-
viders, health systems and broader socio-economic and
political contexts. Although the theories chosen for this
review focus mainly on providers and consumers, this is
not the only area in which adherence can be promoted.
The review is intended as an information source for those
wishing to develop theory-based interventions focusing
on intra- or interpersonal factors to increase TB and/or
HIV treatment adherence.
Methods
A search was performed on MEDLINE, CINAHL, Pre-
CINAHL, PsycInfo, ScienceDirect and ERIC databases
using the keywords 'health and behaviour and (model or
theory)'; '(model or theory); (adherence or concordance
or compliance)', from the start date of each database to
February 2005. Additional searches were performed in the
University of Cape Town library, Google and Google
Scholar. Citations were also identified from included
papers. Finally, all databases consulted were searched
again using the names of theories as keywords, with
'meta-analysis' or 'systematic review' in April 2005.
Experts were consulted for comments and references. Pub-
lished articles or book chapters in English, describing a
particular theory, and articles that presented a meta-anal-
ysis of the theory, were included. Articles were excluded if
they did not satisfy the aforementioned criteria. Where
possible, interventions related to TB or HIV adherence
were identified. No authors were contacted. Several addi-
tional randomised controlled studies or other articles
were also included as examples of the use of theories in
intervention development. In this paper we use the term
'theory', instead of 'model', and the term 'variable',
instead of 'construct', when referring to a part of the the-
ory.
Results
Table 1 presents the theories included in this article and
references to meta-analyses synthesizing the evidence for
each. Below, we summarise each perspective and the the-
ories within it and provide examples of its application to
adherence behaviours [see additional file 1]. We then
examine the usefulness of these theories in developing
interventions to promote long-term adherence.
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The biomedical perspective
The biomedical perspective incorporates the biomedical
theory in which patients are assumed to be passive recipi-
ents of doctors' instructions [11]. Health or disease is
traced back to biomedical causes, such as bacteria or
viruses, and treatment is therefore focused on the patient's
body [11]. In keeping with this mechanistic view of ill-
ness, mechanical solutions, such as prescribed pills, are
preferred [12]; non-adherence is understood to be caused
by patient characteristics, such as age and gender [12].
Technological innovations to promote adherence, such as
Medication Event Monitoring Systems ®, are sometimes
rooted in this perspective [7]. However, despite its
implicit use by many health professionals, this perspective
is infrequently used explicitly in interventions.
A fundamental limitation of this theory is that it ignores
factors other than patient characteristics that may impact
on health behaviours – for example, patients' perspectives
of their own illness [7]; psycho-social influences [12]; and
the impacts of the socio-economic environment. The
socio-economic environment or demographics may, how-
ever, be markers for other factors that lend themselves to
intervention even though they themselves cannot be
changed [13]. The danger of using demographics as proxy
variables for adherence is that certain groups that come to
be seen as "lost causes" may be excluded (e.g. [14]). This
biomedical theory has recently been integrated into a
larger "biopsycho-socio-environmental" theory, which
incorporates the wider socio-environmental context [11].
However, this theory is not located strictly within the bio-
medical approach. Due to the assumption that patients
are passive and the focus on biomedical factors, it is
unlikely that the biomedical theory can contribute signif-
icantly to TB or HIV medication adherence. Patients are
generally active decision makers and do not merely receive
and follow instructions passively. No meta-analyses spe-
cifically examining this perspective were identified.
Behavioural (learning) perspective
This perspective incorporates behavioural learning theory
(BLT) which is focused on the environment and the teach-
ing of skills to manage adherence [7]. It is characterised by
the use of the principles of antecedents and consequences
and their influence on behaviour. Antecedents are either
internal (thoughts) or external (environmental cues)
Table 1: Summary of selected health behaviour theories*
Model Author Meta-analyses examining the model Evidence supporting theory
Biomedical None identified (NI)
BLT Skinner, 1953 NI
Communication NI
HBM Rosenstock et al. 1966 1. 30
2. 31
1. 46 studies- substantial empirical support.
2. 16 studies; at best 10% of variance accounted for
by any one dimension of the theory.
SCT Bandura 1950's 38 27 studies; self-efficacy explained between 4% and
26% of variance
TRA Fishbein & Ajzen, 1975 41 Theory explains about 25% of variance in behaviour
from intention alone, and explains slightly less than
50% of variance in intentions.
TPB Fishbein & Ajzen, 1975 1.43
2. 44
3. 45
1. 13 studies; 75% of interventions effected a
change in behaviour in desired direction.
2. 56 studies; About a third of the variations in
behaviour can be explained by the combined effect
of intention and perceived behavioural control in
the domain of health.
3. 185 independent empirical tests: combined effect
of intention and perceived behavioural control
explained about a third of variation in behaviour.
Theory can explain 20% of prospective measures of
actual behaviour.
PMT Rogers, 1975 35 65 studies – Moderate effects in predicting
behaviour.
Self-regulation Leventhal et al. 1980 NI
IMB Fisher and Fisher 1992 NI
TTM Prochaska & DiClemente 1983 1. 58
2. 59
1. Stage based interventions not more effective at
increasing smoking cessation than non-stage based
interventions.
2. 91 independent samples. Results support that
individuals use all 10 processes of change.
* The studies included in most of these meta-analyses covered a wide range of content areas, most not directly related to adherence behaviour.
Readers are encouraged to consult the original source for topic coverage.
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while consequences may be punishments or rewards for a
behaviour. The probability of a patient following a spe-
cific behaviour will partially depend on these variables
[7].
Adherence promoting strategies informed by this perspec-
tive, such as patient reminders, have been found to
improve adherence [15]. Several interventions incorporat-
ing elements of BLT have also been reported to be effective
for adherence to long-term medications [4]. However, a
more recent meta-analysis examining adherence to highly
active antiretroviral (ARV) therapy concluded that inter-
ventions with cue dosing and external rewards –
approaches derived from BLT -were as efficacious as those
without [16]. Another randomised controlled trial on
ARVs reported a negative effect when using electronic
reminder systems [17]. Further evidence is therefore
needed on the effectiveness of these types of strategy.
BLT has been critiqued for lacking an individualised
approach and for not considering less conscious influ-
ences on behaviour not linked to immediate rewards [12].
These influences include, for example, past behaviour,
habits, or lack of acceptance of a diagnosis. The theory is
limited, too, by its focus on external influences on behav-
iour. Programme planners should therefore consider care-
fully individuals' perceptions of appropriate rewards
before using such theory to inform programme design.
Interventions drawing on behavioural theory are often
used in combination with other approaches, although sel-
dom explicitly. No meta-analyses were found that exam-
ined this perspective.
Communication perspective
Communication is said to be "the cornerstone of every
patient-practitioner relationship" [[11], p. 56]. This per-
spective suggests that improved provider-client communi-
cation will enhance adherence [7,11] and implies that this
can be achieved through patient education and good
health care worker communication skills – an approach
based on the notion that communication needs to be
clear and comprehensible to be effective. It also places
emphasis on the timing of treatment, instruction and
comprehension. An example of an intervention utilising
this perspective is one that aims to improve client-pro-
vider interaction. Critiques of this perspective argue that it
ignores attitudinal, motivational and interpersonal factors
that may interfere with the reception of the message and
the translation of knowledge into behaviour change [12].
A number of reviews have examined the effects of inter-
ventions including communication elements [18-21].
However, few of these have examined the effects of com-
munication on health behaviours specifically. Two
reviews focusing on interventions to improve provider-cli-
ent communication showed that these can improve com-
munication in consultations, patient satisfaction with care
[18] as well as health outcomes [21]. However, these
reviews also show limited and mixed evidence on the
effects of such interventions on patient health care behav-
iours, such as adherence.
Communication components have been used within sev-
eral adherence interventions but seldom explicitly or as
the main component. Such interventions are unlikely to
succeed in isolation in improving long-term adherence to
medications because of the influence of external factors,
such as the costs of accessing healthcare for treatment.
Communication interventions are also typically restricted
to provider-client interactions and additional social or
financial support may thus be required.
Cognitive perspective
The cognitive perspective includes theories such as the
health belief model (HBM), social-cognitive theory (SCT),
the theories of reasoned action (TRA) and planned behav-
iour (TPB) and the protection motivation theory (PMT).
These theories focus on cognitive variables as part of
behaviour change, and share the assumption that atti-
tudes and beliefs [22], as well as expectations of future
events and outcomes [23], are major determinants of
health related behaviour. In the face of various alterna-
tives, these theories propose, individuals will choose the
action that will lead most likely to positive outcomes.
These theories have noticeable weaknesses, however:
firstly, that non-voluntary factors can affect behaviour
[23]; devoting time to conscious deliberation regarding a
repeated choice also seems uneconomical [22]. Secondly,
these theories do not adequately address the behavioural
skills needed to ensure adherence [7]. Thirdly, these theo-
ries give little attention to the origin of beliefs and how
these beliefs may influence other behaviours [24]. In
Behavioural learning theory
Figure 1
Behavioural learning theory.
Internal antecedents
I should take my
medicines
External antecedents
My cell phone reminded
me to take them
Behaviour
Taking medicines
Consequences
Side effects
Wellbeing
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addition, it has been argued that they ignore other factors
that may impact on adherence behaviour, such as power
relationships and social reputations [25], and the possi-
bility that risk behaviour may involve more than one per-
son [26]. It has also been suggested that they focus on a
single threat and prevention behaviour and do not
include possible additional threats competing for the
individual's attention [24].
Health Belief Model
The HBM views health behaviour change as based on a
rational appraisal of the balance between the barriers to
and benefits of action [12]. According to this model, the
perceived seriousness of, and susceptibility to, a disease
influence individual's perceived threat of disease. Simi-
larly, perceived benefits and perceived barriers influence
perceptions of the effectiveness of health behaviour. In
turn, demographic and socio-psychological variables
influence both perceived susceptibility and perceived seri-
ousness, and the perceived benefits and perceived barriers
to action [1,7]. Perceived threat is influenced by cues to
action, which can be internal (e.g. symptom perception)
or external (e.g. health communication) (Rosenstock,
1974 in [7]).
High-perceived threat, low barriers and high perceived
benefits to action increase the likelihood of engaging in
the recommended behaviour [27]. Generally, all of the
model's components are seen as independent predictors
of health behaviour [28]. Bandura [29] notes, however,
that perceived threats – especially perceived severity –
have a weak correlation with health action and might
even result in avoidance of protective action. Perceived
severity may also not be as important as perceived suscep-
tibility. Recently, self-efficacy was added into the theory
[30], thereby incorporating the need to feel competent
before effecting long-term change [31].
There are two main criticisms of this theory: firstly, the
relationships between these variables have not been
explicitly spelt out [32] and no definitions have been con-
structed for the individual components or clear rules of
combination formulated [28]. It is assumed that the vari-
ables are not moderated by each other and have an addi-
tive effect [32]. If, for example, perceived seriousness is
high and susceptibility is low, it is still assumed that the
likelihood of action will be high -intuitively one might
assume that the likelihood in this case would be lower
than when both of the variables are high [22,32]. The
HBM also assumes that variables affect health behaviour
directly and remain unmoderated by behavioural inten-
tions [22]. The second major weakness of HBM is that
important determinants of health behaviour, such as the
positive effects of negative behaviours and social influ-
ence, are not included [22,32]. In addition, some behav-
iours such as smoking are based on habits rather than
Health belief model
Figure 2
Health belief model.
Perceived
susceptibility
I don’t smoke; no lung
disease in my family
Perceived severity
TB is a fatal disease
Perceived benefits
The medication will
make me better
Perceived barriers
I may experience side
effects from the
medication
Belief in a personal
health threat
I’ll get over it
Belief in the
effectiveness of health
behaviour
I’m not sure if it will work
Health behaviour
If it gets worse I will take
the medication
Adapted from Stroebe, 2000
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decisions [33]. While the theory may predict adherence in
some situations, it has not been found to do so for "risk
reduction behaviours that are more linked to socially
determined or unconscious motivations" [[12], p.165].
The two reviews identified that examined this theory had
inconclusive results. A critical review [34] examined 19
studies which involved sick role behaviours, such as com-
pliance to antihypertensive medication. While the four
dimensions of the model produced significant effects in
most of the studies included [34], the studies had consid-
erable methodological gaps. A more recent meta-analysis
[35] indicated that while the HBM was capable of predict-
ing 10% of variance in behaviour at best, the included
studies were heterogeneous and were unable to support
conclusions as to the validity of the model. Therefore fur-
ther studies are needed to assess the validity of this theory.
When applying this theory to long-term medication
adherence, it is also important for the influence of socio-
psychological factors to be considered. For example, cul-
tural beliefs about TB – such as its relationship with witch-
craft [36] – may reduce an adherence intervention's
effectiveness.
The protection-motivation theory
According to this theory, behaviour change may be
achieved by appealing to an individual's fears. Three com-
ponents of fear arousal are postulated: the magnitude of
harm of a depicted event; the probability of that event's
occurrence; and the efficacy of the protective response
[37]. These, it is contended, combine multiplicatively to
determine the intensity of protection motivation [22],
resulting in activity occurring as a result of a desire to pro-
tect oneself from danger [37]. This is the only theory
within the broader cognitive perspective that explicitly
uses the costs and benefits of existing and recommended
behaviour to predict the likelihood of change [23].
An important limitation of this theory is that not all envi-
ronmental and cognitive variables that could impact on
attitude change (such as the pressure to conform to social
norms) are identified [37]. The most recent version of the
theory assumes that the motivation to protect oneself
from danger is a positive linear function of beliefs that:
the threat is severe, one is personally vulnerable, one can
perform the coping response (self efficacy) and the coping
response is effective (response efficacy) [22]. Beliefs that
health-impairing behaviour is rewarding but that giving it
up is costly are assumed to have a negative effect [22].
However, the subdivision of perceived efficacy into cate-
gories of response and self efficacy is perhaps inappropri-
ate – people would not consider themselves capable of
performing an action without the means to do it [29].
A meta-analysis examining this theory found only moder-
ate effects on behaviour [39]. The revised PMT may be less
cumbersome to use than the TRA – it also does not assume
that behaviour is always rational. [39]. The PMT may be
appropriate for adherence interventions as it is unlikely
that an individual consciously re-evaluates all of their rou-
tine behaviours such as, for example, taking long-term
medication. However, the influence of social, psychologi-
cal and environmental factors on motivation requires
consideration by those using this approach.
Social-cognitive theory
This theory evolved from social learning theory and may
be the most comprehensive theory of behaviour change
developed thus far [1]. It posits a multifaceted causal
structure in the regulation of human motivation, action
and well-being [40] and offers both predictors of adher-
ence and guidelines for its promotion [29]. The basic
organising principle of behaviour change proposed by
this theory is reciprocal determinism in which there is a
continuous, dynamic interaction between the individual,
the environment and behaviour [1].
Social-cognitive theory suggests that while knowledge of
health risks and benefits are a prerequisite to change,
additional self-influences are necessary for change to
occur [41]. Beliefs regarding personal efficacy are among
some of these influences, and these play a central role in
change. Health behaviour is also affected by the expected
outcomes – which may be the positive and negative effects
of the behaviour or the material losses and benefits. Out-
comes may also be social, including social approval or dis-
approval of an action. A person's positive and negative
self-evaluations of their health behaviour and health sta-
tus may also influence the outcome. Other determinants
Protection motivation theory
Figure 3
Protection motivation theory.
Perceived severity
TB is a killer disease
Perceived
probability/perceived
susceptibility
Many people around me
have TB; I could have TB
Efficacy
of response
TB medication
cures you
Motivation
to engage in
preventive behaviour
Adapted from Rogers, 1975
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of behaviour are perceived facilitators and barriers. Behav-
iour change may be due to the reduction or elimination of
barriers [41]. In sum, this theory proposes that behaviours
are enacted if people perceive that they have control over
the outcome, that there are few external barriers and when
individuals have confidence in their ability to execute the
behaviour [28].
A review reported that self efficacy could explain between
4% and 26% of variance in behaviour [42]. However, this
analysis was limited to studies of exercise behaviour, and
did not include reports that examined SCT as a whole.
Due to its wide-ranging focus, this theory is difficult to
operationalise and is often used only in part [43], thus
raising questions regarding its applicability to interven-
tion development.
Theory of planned behaviour and the theory of reasoned action
The first work in this area was on the TRA [44].
The TRA assumes that most socially relevant behaviours
are under volitional control, and that a person's intention
to perform a particular behaviour is both the immediate
determinant and the single best predictor of that behav-
iour [45]. An intention to perform a behaviour is influ-
enced by attitudes towards the action, including the
individual's positive or negative beliefs and evaluations of
the outcome of the behaviour. It is also influenced by sub-
jective norms, including the perceived expectations of
important others (e.g. family or work colleagues) with
regard to a person's behaviour; and the motivation for a
person to comply with others' wishes. Behavioural inten-
tion, it is contended, then results in action [44]. The
authors argue that other variables besides those described
above can only influence the behaviour if such variables
influence attitudes or subjective norms. A meta-analysis
examining this theory found that it could explain approx-
imately 25% of variance in behaviour in intention alone,
and slightly less than 50% of variance in intentions [45].
This suggests that support for this theory is limited.
Additionally, The TRA omits the fact that behaviour may
not always be under volitional control and the impacts of
past behaviour on current behaviours [22]. Recognising
this, the authors extended the theory to include behav-
ioural control and termed this the TPB. 'Behavioural con-
trol' represents the perceived ease or difficulty of
performing the behaviour and is a function of control
beliefs [45]. Conceptually it is very similar to self-efficacy
[22] and includes knowledge of relevant skills, experience,
Revised protection motivation theory
Figure 4
Revised protection motivation theory.
Adapted from Stroebe, 2000
Severity
TB is a serious disease
Vulnerability
If I don’t take my medications
I will not be well
Intrinsic rewards
Not taking the pills is easier -
If I don’t take the pills no one
will know I have TB
Response efficacy
The tablets make me feel
better- I can remember to
take all my medication
Response costs
I could get side effects
Protection
motivation
Threat
appraisal
Coping
appraisal
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emotions, past track record and external circumstances
(Ajzen, in [46]). Behavioural control is assumed to have a
direct influence on intention [45]. Meta-analyses examin-
ing the TPB have found varied results regarding the effec-
tiveness of the theory's components [47-49]. Although
not conclusive, the results of the analyses are promising.
Sutton [45] suggests that the TRA and TPB require more
conceptualisation, definition and additional explanatory
factors. Attitudes and intentions can also be influenced by
a variety of factors that are not outlined in the above the-
ories [22]. Specifically, these theories are largely depend-
ent on rational processes [50] and do not allow explicitly
for the impacts of emotions or religious beliefs on behav-
iour, which may be relevant to stigmatised diseases like TB
and HIV/AIDS.
Information-motivation-behavioural skills (IMB) theory
This theory was developed to promote contraceptive use
and prevent HIV transmission. IMB was constructed to be
conceptually based, generalisable and simple [51]. It has
since been tailored specifically to designing interventions
to promote adherence to ART [52]
This theory focuses on three components that result in
behaviour change: information, motivation and behav-
iour skills. Information relates to the basic knowledge
about a medical condition, and is an essential prerequisite
for behaviour change but not necessarily sufficient in iso-
lation [51]. A favourable intervention would establish the
baseline levels of information, and target information
gaps [51]. The second component, motivation, results
from personal attitudes towards adherence; perceived
social support for the behaviour; and the patients' subjec-
tive norm or perception of how others with the condition
might behave [7]. Finally, behavioural skills include fac-
tors such as ensuring that the patient has the skills, tools
and strategies to perform the behaviour as well as a sense
of self-efficacy – the belief that they can achieve the behav-
iour [51].
The components mentioned above need to be directly rel-
evant to the desired behaviour to be effective [7]. They can
also be moderated by a range of contextual factors such as
living conditions and access to health services [52]. Infor-
mation and motivation are thought to activate behav-
ioural skills, which in turn result in risk reduction
behavioural change and maintenance [51]. The theory is
said to be moderately effective in promoting behaviour
change [7], and has been shown to have predictive value
for ART adherence [53]. However, no meta-analyses were
identified that assessed the effects of this model. The
advantage of IMB is its simplicity and its recent applica-
tion to ART adherence suggests that it may be a promising
model for promoting adherence to TB medication.
Self-regulation perspectives
Self-regulatory theory is the main theory in this domain.
Developed to conceptualise the adherence process in a
way that re-focuses on the patient [54], the theory pro-
poses that it is necessary to examine individuals' subjec-
tive experience of health threats to understand the way in
which they adapt to these threats. According to this the-
ory, individuals form cognitive representations of health
threats (and related emotional responses) that combine
new information with past experiences [55]. These repre-
sentations 'guide' their selection of particular strategies for
coping with health threats, and consequently influence
associated outcomes [56]. The theory is based on the
assumption that people are motivated to avoid and treat
illness threats and that people are active, self-regulating
problem solvers [57]. Individuals, it is implicitly assumed,
will endeavour to reach a state of internal equilibrium
through testing coping strategies. The process of creating
health threat representations and choosing coping strate-
gies is assumed to be dynamic and informed by an indi-
vidual's personality, and religious, social and cultural
context [55]. In addition, a complex interplay exists
between environmental perceptions, symptoms and
beliefs about disease causation [54].
The self-regulation theory offers little guidance related to
the design of interventions [7] and no meta-analyses
examining evidence for the effectiveness of this theory
were identified. While the theory seems intuitively appro-
priate, specific suggestions are needed as to how these
processes could promote adherence.
Social cognitive theory
Figure 5
Social cognitive theory.
Behaviour
Knowledge
of health risks
I know what TB is
Benefits of change
Taking the medication will
make me feel better
Self efficacy
I can take
my medication
Outcome expectations
If I take my medication
I will feel better
Facilitators
and barriers
It is easy to take
my medication
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Stage perspectives
The transtheoretical model (TTM)
This theory is most prominent among the stage perspec-
tives. It hypothesizes a number of qualitatively different,
discrete stages and processes of change, and reasons that
people move through these stages, typically relapsing and
revisiting earlier stages before success [58,59]. This theory
is said to offer an "integrative perspective on the structure
of intentional change" [[60], p. 1102] – the perceived
advantages and disadvantages of behaviour are crucial to
behaviour change [61].
The process of change includes independent variables that
assess how people change their behaviour [62] and the
covert and overt activities that help individuals towards
healthier behaviour [63]. Different processes are empha-
sised at different stages.
Criticisms of TTM include the stages postulated and their
coverage and definitions, and descriptors of change.
According to Bandura [40], this theory violates all three of
the basic assumptions of stage theories: qualitative trans-
formations across discrete stages, invariant sequence of
change, and non-reversibility. In addition, the proposed
stages may only be different points on a larger continuum
[29,58,63]. Bandura [29] suggests that human function-
ing is too multifaceted to fit into separate, discrete stages
and argues that stage thinking could constrain the scope
Theory of reasoned action
Figure 6
Theory of reasoned action.
Adapted from Stroebe, 2000
Attitude
towards
action
Subjective
norms
Behavioural
intention
Behaviour
Motivation to comply
I want to do what
they want me to do
Beliefs about the
outcome of the behaviour
If I finish the course
of medication
I will be healthy
Evaluation of
expected outcomes
Being healthy
is desirable
Normative beliefs
My family and friends
think I should take my
medication
Table 2: Recommendations for using health behaviour theories to develop long-term adherence promoting interventions in TB and
HIV
▪ Future research should focus on the further examination of existing theories.
▪ Further work is required to identify and explore health behaviour theories most applicable to improving adherence to long-term medications.
▪ Existing health behaviour models should be tested systematically.
▪ Interventions utilising health behaviour theories appropriately need to be developed and trialled.
▪ Reports of interventions to promote adherence to long-term medications for other health issues should be reviewed to explore how these have
drawn on health behaviour theories.
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of change-promoting interventions. Furthermore, TTM
provides little information on how people change and why
only some individuals succeed [28].
Sutton [56] argues that the stage definitions included in
the TTM are logically flawed, and that the time periods
assigned to each stage are arbitrary. Similarly, there is also
a need for more attention to measurement, testing issues
and definition of variables and causal relationships [58].
The coverage and type of processes included may also be
inadequate [63].
The TTM has received much practitioner support over the
years, but less direct research support for its efficacy
[3,10]. The meta-analyses identified for this review did
not offer direct support for the theory; while one found
that individuals use all 10 processes of change [64],
another found that interventions that used the stage per-
spective were not more efficient than those not using the
theory [65]. Further evidence of its efficacy is therefore
needed. A strength of this theory is that it allows interven-
tions to be tailored to individual needs. However, large-
scale implementation of these interventions may be time
consuming, complicated and costly. Its use may be more
appropriate in areas where rapid behaviour change is not
necessary.
Discussion
This review has discussed a number of health behaviour
theories that contribute to understanding adherence to
long-term medications, such as those for TB and HIV/
AIDS.
Although the use of theory to develop interventions to
promote adherence offers several advantages, it also has
some limitations. Firstly, there is little evidence that
allows for the direct comparison of these theories [66].
Combining studies based on even one theory, in order to
perform a meta-analysis to assess its effectiveness in pre-
dicting behaviours, is difficult due to various methodo-
logical problems in the original studies [60]. Furthermore,
the number of theories in this field has proliferated over
Theory of planned behaviour
Figure 7
Theory of planned behaviour.
Behavioural
intention
Behaviour
Beliefs about the
outcome of the behaviour
If I take the pills
I will feel better
Evaluation of
expected outcomes
Feeling better is good
Motivation to comply
I want to do what they
want me to do
Normative beliefs
Family and friends want
me to take the pills
Control beliefs
Remembering the
medicine will be difficult
Attitude
towards
action
Subjective
norms
Perceived
behavioural
control
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time, as theorists have examined different areas of behav-
iour and engaged in re-examining existing explanatory
theories. Researchers, health planners and practitioners
may therefore be overwhelmed by the multitude of theo-
ries available to them and the fragmented, and often con-
tradictory, evidence. Questions also remain regarding the
applicability of these theories to contexts other than those
in which they were developed. Ashing-Giwa [67], for
example, suggests that the above theories do not address
socio-cultural aspects sufficiently. Issues such as the
stigma attached to TB due to its perceived relation to HIV
(especially in developing countries) may impact on the
acceptability and the uptake of interventions. Further
attention should therefore be given to the question of
whether theories developed in the USA and the UK are
applicable to individuals in other contexts where the dis-
ease burden from HIV/AIDS and TB is greatest.
Secondly, health behaviour change theories have tended
to encompass a wide variety of health behaviours, each
qualitatively different. The systematic reviews identified
for this paper included studies ranging from smoking ces-
sation to mothers limiting babies' sugar intake. Particular
theories may be more applicable than others to improving
adherence to specific health behaviours. For example,
adherence to long-term medication will necessarily be dif-
ferent to a behaviour change required to take up exercise.
In addition, achieving adherence to TB medication may
be seen as an urgent issue for public health because of its
infectiousness, and the recent emergence of extremely
drug resistant strains [68]. It is difficult therefore to com-
pare the effects of the theories across health categories or
even within individual categories.
Thirdly, few studies were identified that had examined the
selected health behaviour theories in relation to long-term
medication adherence, or that had developed interven-
tions to promote long-term adherence explicitly based on
these theories, particularly for TB. Sumartojo's [13] assess-
ment that a theory-based approach has largely been
absent within the field of TB behavioural research appears
to remain valid today.
The application of theories to the design of interventions
remains a challenge for researchers and programme plan-
ners [69] and there is considerable debate concerning the
effectiveness and usefulness of theory in informing inter-
vention development (see [2,70,71]). Despite a variety of
studies in a variety of fields, or perhaps because of this var-
iation, we would argue that there is no clear evidence yet
for the support of any of these theories within the field of
adherence behaviours. This is not to say that these theo-
Information motivation behavioural skills model
Figure 8
Information motivation behavioural skills model.
Adherence
information
I know what
taking HAART
involves
Adherence
motivation
Taking HAART
will be good for
me and it will
ensure I stay
healthy.
Adherence
behavioural skills
I know how to take
my medication
correctly
Adherence
Behaviour
•Proper dosing
•Optimal
adherence
•Adherence levels
over time
Adapted from Fisher et al, 2006
Health outcomes
• Viral load
• Drug resistance
• CD4 counts
• Objective health
status
• Subjective health
Moderating factors affecting adherence
•Psychological health
•Living situation
•Access to medical care services and insurance
coverage
•Substance use or addiction
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ries cannot be useful – rather, we have insufficient evi-
dence to conclusively determine this.
While these discussions continue, research should aim to
shed light on the key questions related to the theory-inter-
vention debate: Do sound theories result in effective inter-
ventions? Does an effective intervention constitute proof
of a theory's value? How might theory be used to inform
the design of an effective intervention? And how can a the-
ory be reliably tested? Some research work has already
been undertaken in these areas: in a systematic review of
antiretroviral treatment adherence interventions, Amico
et al. [72] found that the use of theory in constructing an
intervention did not account for variability in the inter-
vention's efficacy. However, it is unclear how many of the
24 included studies in this review articulated a health
behaviour change theory or the extent to which this was
done.
Two possible approaches have been suggested to address-
ing the difficulties raised by the multitude of existing the-
ories on health behaviour change. One approach is to
attempt to identify variables common to these theories.
This has been undertaken for 33 health behaviour change
theories [7] in order to make psychological theories more
accessible and easier to select. The results of this study pro-
vide some guidance on the most important variables in
psychological theories, and may assist in the further devel-
opment of health behaviour change theories. A second
approach is to attempt to integrate the theories. While
there is a need for such theoretical integration [73], we
argue that researchers and theorists alike should be cau-
tious when picking and choosing parts of other theories to
develop further theories – so-called "cafeteria-style theo-
rizing" – as the resulting theories may include redundant
variables [[29], p. 285].
Because some theories share overlapping variables
describing using different names [8,41], and most differ-
ences are due to an emphasis of one variable over another
[1], it would serve the development of this field to con-
duct studies to identify particular variables that perform
best in predicting behaviour change. For example, in a
meta-analysis of randomised controlled trials testing
antiretroviral treatment adherence interventions, Simoni
[16] found that giving basic information to patients, and
engaging them in discussion about helping them to over-
come cognitive factors, lack of motivation and unrealistic
expectations about adherence, were effective in improving
adherence. Similarly, comparative studies between theo-
ries could be used to identify effective components [74].
The field of health behaviour theory remains dynamic,
Self regulation theory
Figure 9
Self regulation theory.
Adapted from Leventhal, Nerenz & Steele, 1984
Preattentive stages
Perception Awareness
Representation
of illness in
conscious
awareness
Emotional
reactions to
illness
Integration of
perception to
memory
Feedback loop
Feedback loop
Evaluation
of coping
Evaluation of
objective impact
Evaluation of
changes in
distress
Coping:
planning of
response
Coping with
objective
features of
illness
Coping with
emotional
reaction
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and it is important to continue developing existing theo-
ries and approaches as new evidence emerges.
Applying health behaviour theories to medication
adherence for TB and HIV/AIDS
How optimal adherence for TB and HIV/AIDS can be
ensured remains an important question. While large num-
bers of studies have explored patients' and health care
providers' views regarding adherence to TB treatment [75]
or have described programmes to improve adherence to
these medications, there are still relatively few rigorous
evaluations of interventions to promote adherence to TB
and HIV/AIDS treatments [76,77]; even fewer have explic-
itly utilised behaviour change theories. For example, a sys-
tematic review of interventions to promote adherence to
TB treatment [77] included ten trials, none of which used
an explicit theoretical framework. A similar review identi-
fied seven different randomised controlled trials of inter-
ventions to promote adherence to antiretroviral therapy
[76], of which only one employed an explicit theoretical
framework. Similar figures have been reported in other
domains: a review of guideline implementation studies
showed that less than 10% of these provided an explicit
theoretical rationale for their intervention [78]. Given the
paucity of evidence to support any particular health
behaviour theory, we cannot therefore suggest that these
theories be used routinely to design adherence promoting
interventions. However, since these theories may well
have practical behaviour change potential, and since the
problem of medication adherence remains significant for
both clinical medicine and public health, further explora-
tory and explanatory research is needed.
A number of recommendations emerge from this review
(Table 2): firstly, future research should focus not on the
development of new theories but rather on the further
examination of those already elaborated. Several key
attributes that should be encompassed by theories
explaining behaviour change have been suggested, includ-
ing demonstrated effectiveness in predicting and explain-
ing changes in behaviour across a range of domains; an
ability to explain behaviour using modifiable factors; and
an ability to generate clear, testable hypotheses. The theo-
ries should include non-volitional components (i.e. issues
over which individuals do not have complete control)
and take into account the influence of external factors, as
perceived by individuals [2,70].
Secondly, further work is required to identify theories of
health behaviour that are most applicable to improving
adherence to long-term medication. Existing health
behaviour theories should be tested systematically to
establish which best predict effects on different kinds of
behaviour for different groups of people in different con-
texts. For example, does a particular theory predict
changes in adherence behaviour for both men and
women with TB in both England and South Africa? Some
researchers have argued that experimental research and
increased clarity in theories and methods could assist in
the identification of effective behaviour change tech-
niques, thereby contributing to the development of evi-
dence-based practice in health psychology and
implementation research [2,3]. Similar efforts need to be
made regarding the use of theories as applied to adher-
ence behaviour.
Thirdly, the abundance of theories and their poor evi-
dence base highlights the need to develop and trial inter-
ventions that utilise these theories appropriately (i.e. in
concordance with the theory), with well defined and oper-
ationalised variables. This will help to advance the study
of human adherence behaviour and allow for better
informed decisions related to how to these theories could
be more widely applied in practice. (See references [2] and
[75] for guidance on developing theoretically informed
interventions). We have compiled a number of examples
[see additional file 1] of the application of such theories
in practice.
Finally, reports of interventions to promote adherence to
long-term medications for other health issues, such as dia-
betes, asthma and hypertension, should be reviewed to
determine how many have drawn on theory in the design
Transtheoretical model
Figure 10
Transtheoretical model.
Precontemplation
I am not seriously thinking of changing –
I don’t think I should adhere to my medication
Contemplation
Seriously, I think I should
adhere to my medication regimen
Action
I am trying to remember my medications
and marking them in the calendar
Preparation
I am ready to change –
I am making a reminder calendar
Maintenance
I have been able to take my
pills every day for a month
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and testing of these interventions; the range of theories
utilised and the ways in which this was done; and the
ways in which the use of theory contributed to under-
standing the effects of these interventions. Many reviews
of such interventions exist (for example, see [83,84]) and
these could act as a starting point for such work.
It is also important to list some of the limitations of this
review. Firstly, we have been unable to capture all the
available data on tests of health behaviour theories. Sec-
ondly, this paper examines only theories constructed by
researchers and does not explore the health theories held
by those receiving treatment. These lay theories of adher-
ence with regard to antiretroviral [81] and TB treatment
[75] are discussed elsewhere.
It should also be noted that any understanding of individ-
ual health behaviour, and interventions to change this,
must be located within the relevant social, psychological,
economic and physical environments [28]. Much research
on adherence to TB medication has indicated that poor
adherence is commonly the result of factors outside the
individual's control, including clinic and health care
organisation factors (such as interruptions to drug supply
and long distances to health facilities) and structural fac-
tors (such as poverty and migration) [13,82,83]. Similar
issues have been reported for adherence to ART [84]. Any
focus on changing the behaviours of individuals with TB
or HIV should not result in the neglect of these other
dimensions or the further disadvantaging of the poor and
vulnerable, thereby widening health disparities. Interven-
tions that focus on providers, the provider-patient rela-
tionship, health system and contextual factors therefore
also need to be developed and evaluated [76].
Conclusion
There is no simple solution to the problem of adherence,
or to the area of behaviour change. Health behaviour the-
ories may shed light on the processes underlying behav-
iour change. However, an explicit theoretical basis is not
always necessary for a successful intervention and further
examination is needed to determine whether theory-
based interventions in health care are more effective than
those without an explicit theoretical foundation [2,70].
This review contributes to advancing this field by describ-
ing the commonly cited health behaviour theories, pre-
senting the evidence and critique for each; discussing the
applicability of these theories to adherence behaviour;
and highlighting several recommendations for research
and theory development. To understand and overcome
the barriers to treatment adherence, considerable research
is needed. However, given the importance of long-term
medication adherence to global public health, particularly
in relation to the HIV and TB epidemics, such research
should receive much higher priority.
Abbreviations
HIV/AIDS: Human immunodeficiency virus/Acquired
immunodeficiency syndrome
TB: Tuberculosis
ARV: Antiretroviral
SCT: Social-cognitive theory
TRA: Theory of reasoned action
PMT: Protection motivation theory
HBM: Health belief model
TPB: Theory of planned behaviour
IMB: Information-motivation-behavioural skills model
ART: Antiretroviral therapy
TTM: Transtheoretical model
Competing interests
The author(s) declare that they have no competing inter-
ests.
Authors' contributions
JV and SL developed the idea for this paper, SM performed
all searches and compiled the text, SL contributed to the
writing and SL, TM and JV provided conceptual and edito-
rial input. All authors read and approved the final manu-
script.
Additional material
Acknowledgements
The authors would like to acknowledge the Norwegian Health Services
Research Centre, the GLOBINF Network, the London School of Hygiene
and Tropical Medicine and the Effective Health Care Research Programme
Consortium of the Liverpool School of Tropical Medicine for supporting
Salla Munro during the preparation of this article. We would also like to
thank Judy Dick and Sheldon Allen for their comments on drafts of this
review; Sylvia Louw, Anna Gaze, and Joy Oliver for their administrative sup-
port; and Simon Goudie for his editing of the paper.
Additional file 1
Examples of interventions using health behaviour theories.
Click here for file
[http://www.biomedcentral.com/content/supplementary/1471-
2458-7-104-S1.DOC]
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Page 15 of 16
(page number not for citation purposes)
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Pre-publication history
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A review of health behaviour theories

  • 1. BioMed Central Page 1 of 16 (page number not for citation purposes) BMC Public Health Open Access Research article A review of health behaviour theories: how useful are these for developing interventions to promote long-term medication adherence for TB and HIV/AIDS? Salla Munro*1, Simon Lewin2, Tanya Swart3 and Jimmy Volmink4 Address: 1South African Cochrane Centre, Medical Research Council of South Africa, P.O. Box 19070, Tygerberg 7505, Cape Town, South Africa, 2Health Systems Research Unit, Medical Research Council of South Africa and Department of Public Health and Policy London School of Hygiene and Tropical Medicine, Keppel Street London WC1E7 HT, UK, 3Department of Psychology School of Human & Community Development, University of the Witwatersrand Private Bag X3, Wits, 2050, South Africa and 4South African Cochrane Centre, Medical Research Council of South Africa and Deputy Dean: Research Faculty of Health Sciences, Stellenbosch University PO Box 19063, Tygerberg 7505, Cape Town, South Africa Email: Salla Munro* - salla.munro@mrc.ac.za; Simon Lewin - simon.lewin@lshtm.ac.uk; Tanya Swart - tanya.swart@wits.ac.za; Jimmy Volmink - jvolmink@sun.ac.za * Corresponding author Abstract Background: Suboptimal treatment adherence remains a barrier to the control of many infectious diseases, including tuberculosis and HIV/AIDS, which contribute significantly to the global disease burden. However, few of the many interventions developed to address this issue explicitly draw on theories of health behaviour. Such theories could contribute to the design of more effective interventions to promote treatment adherence and to improving assessments of the transferability of these interventions across different health issues and settings. Methods: This paper reviews behaviour change theories applicable to long-term treatment adherence; assesses the evidence for their effectiveness in predicting behaviour change; and examines the implications of these findings for developing strategies to improve TB and HIV/AIDS medication adherence. We searched a number of electronic databases for theories of behaviour change. Eleven theories were examined. Results: Little empirical evidence was located on the effectiveness of these theories in promoting adherence. However, several models have the potential to both improve understanding of adherence behaviours and contribute to the design of more effective interventions to promote adherence to TB and HIV/AIDS medication. Conclusion: Further research and analysis is needed urgently to determine which models might best improve adherence to long-term treatment regimens. Background Theories may assist in the design of behaviour change interventions in various ways [1-3], by promoting an understanding of health behaviour, directing research and facilitating the transferability of an intervention from one health issue, geographical area or healthcare setting to another. Ensuring treatment adherence presents a considerable challenge to health initiatives. Haynes et al. ([4], p2) have Published: 11 June 2007 BMC Public Health 2007, 7:104 doi:10.1186/1471-2458-7-104 Received: 14 August 2006 Accepted: 11 June 2007 This article is available from: http://www.biomedcentral.com/1471-2458/7/104 © 2007 Munro et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
  • 2. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 2 of 16 (page number not for citation purposes) defined adherence as "the extent to which patients follow the instructions they are given for prescribed treatments". Adherence is a more neutral term than 'compliance', which can be construed as being judgmental. While pro- grammes promoting adherence have focused on various health behaviours, this review focuses specifically on long-term adherence to tuberculosis (TB) and HIV/AIDS treatment. Non-adherence to treatment for these diseases has severe human, economic and social costs. Interrupted treatment may reduce treatment efficacy and cause drug resistance [5], resulting in increased morbidity and mor- tality and further infections. Without intervention, adher- ence rates to long-term medication in high income countries are approximately 50% [6], while adherence in low and middle income countries may be even lower [7]. TB and HIV present particular challenges to adherence. Both are chronic and infectious diseases that affect mainly the most disadvantaged populations and involve complex treatment regimens with potentially severe side effects; both are public health priorities and non-adherence may cause drug resistance [7]. These characteristics differenti- ate these diseases from other chronic diseases such as asthma and hypertension where, for example, drug resist- ance is not a key issue. Treatment adherence is also affected by beliefs about the origins, transmission and treatment of TB and HIV, often resulting in the stigmatisa- tion of those affected [7]. The interaction of these factors make adherence for these diseases not only a priority but a complex health issue. Various interventions have been designed to improve treatment adherence, but few theories describe specifically the processes involved. Currently, there are more than 30 psychological theories of behaviour change [8], making it difficult to choose the most appropriate one when design- ing interventions. This is a particular problem within the field of adherence to long-term medications, where the consequences of non-adherence may be severe. Existing theories therefore need to be examined further to deter- mine their relevance to the issue of long-term medication adherence. Leventhal and Cameron [9] identified five main theoreti- cal perspectives related to adherence: 1) biomedical; 2) behavioural; 3) communication; 4) cognitive; and 5) self- regulatory. Each perspective encompasses several theories. More recently, the stage perspective has emerged, which includes the transtheoretical model. The most commonly used theories are those within the cognitive perspective [1,10] and the transtheoretical model [1]. This review includes a short description of theories within each of the five perspectives listed above, as well as the transtheoreti- cal model. We locate these theories specifically within the realm of adherence to long-term medication, defined as medication regimens of three months or more; describe their key characteristics and evidence base; and examine their relevance and applicability with regard to adherence to long-term medication regimens for TB and HIV/AIDS. To our knowledge, the area of long-term adherence to medication has not yet been addressed in reviews of health behaviour theories. While the focus of this review is on factors affecting con- sumers, we acknowledge that adherence is a complex and dynamic phenomenon, which relates to consumers, pro- viders, health systems and broader socio-economic and political contexts. Although the theories chosen for this review focus mainly on providers and consumers, this is not the only area in which adherence can be promoted. The review is intended as an information source for those wishing to develop theory-based interventions focusing on intra- or interpersonal factors to increase TB and/or HIV treatment adherence. Methods A search was performed on MEDLINE, CINAHL, Pre- CINAHL, PsycInfo, ScienceDirect and ERIC databases using the keywords 'health and behaviour and (model or theory)'; '(model or theory); (adherence or concordance or compliance)', from the start date of each database to February 2005. Additional searches were performed in the University of Cape Town library, Google and Google Scholar. Citations were also identified from included papers. Finally, all databases consulted were searched again using the names of theories as keywords, with 'meta-analysis' or 'systematic review' in April 2005. Experts were consulted for comments and references. Pub- lished articles or book chapters in English, describing a particular theory, and articles that presented a meta-anal- ysis of the theory, were included. Articles were excluded if they did not satisfy the aforementioned criteria. Where possible, interventions related to TB or HIV adherence were identified. No authors were contacted. Several addi- tional randomised controlled studies or other articles were also included as examples of the use of theories in intervention development. In this paper we use the term 'theory', instead of 'model', and the term 'variable', instead of 'construct', when referring to a part of the the- ory. Results Table 1 presents the theories included in this article and references to meta-analyses synthesizing the evidence for each. Below, we summarise each perspective and the the- ories within it and provide examples of its application to adherence behaviours [see additional file 1]. We then examine the usefulness of these theories in developing interventions to promote long-term adherence.
  • 3. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 3 of 16 (page number not for citation purposes) The biomedical perspective The biomedical perspective incorporates the biomedical theory in which patients are assumed to be passive recipi- ents of doctors' instructions [11]. Health or disease is traced back to biomedical causes, such as bacteria or viruses, and treatment is therefore focused on the patient's body [11]. In keeping with this mechanistic view of ill- ness, mechanical solutions, such as prescribed pills, are preferred [12]; non-adherence is understood to be caused by patient characteristics, such as age and gender [12]. Technological innovations to promote adherence, such as Medication Event Monitoring Systems ®, are sometimes rooted in this perspective [7]. However, despite its implicit use by many health professionals, this perspective is infrequently used explicitly in interventions. A fundamental limitation of this theory is that it ignores factors other than patient characteristics that may impact on health behaviours – for example, patients' perspectives of their own illness [7]; psycho-social influences [12]; and the impacts of the socio-economic environment. The socio-economic environment or demographics may, how- ever, be markers for other factors that lend themselves to intervention even though they themselves cannot be changed [13]. The danger of using demographics as proxy variables for adherence is that certain groups that come to be seen as "lost causes" may be excluded (e.g. [14]). This biomedical theory has recently been integrated into a larger "biopsycho-socio-environmental" theory, which incorporates the wider socio-environmental context [11]. However, this theory is not located strictly within the bio- medical approach. Due to the assumption that patients are passive and the focus on biomedical factors, it is unlikely that the biomedical theory can contribute signif- icantly to TB or HIV medication adherence. Patients are generally active decision makers and do not merely receive and follow instructions passively. No meta-analyses spe- cifically examining this perspective were identified. Behavioural (learning) perspective This perspective incorporates behavioural learning theory (BLT) which is focused on the environment and the teach- ing of skills to manage adherence [7]. It is characterised by the use of the principles of antecedents and consequences and their influence on behaviour. Antecedents are either internal (thoughts) or external (environmental cues) Table 1: Summary of selected health behaviour theories* Model Author Meta-analyses examining the model Evidence supporting theory Biomedical None identified (NI) BLT Skinner, 1953 NI Communication NI HBM Rosenstock et al. 1966 1. 30 2. 31 1. 46 studies- substantial empirical support. 2. 16 studies; at best 10% of variance accounted for by any one dimension of the theory. SCT Bandura 1950's 38 27 studies; self-efficacy explained between 4% and 26% of variance TRA Fishbein & Ajzen, 1975 41 Theory explains about 25% of variance in behaviour from intention alone, and explains slightly less than 50% of variance in intentions. TPB Fishbein & Ajzen, 1975 1.43 2. 44 3. 45 1. 13 studies; 75% of interventions effected a change in behaviour in desired direction. 2. 56 studies; About a third of the variations in behaviour can be explained by the combined effect of intention and perceived behavioural control in the domain of health. 3. 185 independent empirical tests: combined effect of intention and perceived behavioural control explained about a third of variation in behaviour. Theory can explain 20% of prospective measures of actual behaviour. PMT Rogers, 1975 35 65 studies – Moderate effects in predicting behaviour. Self-regulation Leventhal et al. 1980 NI IMB Fisher and Fisher 1992 NI TTM Prochaska & DiClemente 1983 1. 58 2. 59 1. Stage based interventions not more effective at increasing smoking cessation than non-stage based interventions. 2. 91 independent samples. Results support that individuals use all 10 processes of change. * The studies included in most of these meta-analyses covered a wide range of content areas, most not directly related to adherence behaviour. Readers are encouraged to consult the original source for topic coverage.
  • 4. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 4 of 16 (page number not for citation purposes) while consequences may be punishments or rewards for a behaviour. The probability of a patient following a spe- cific behaviour will partially depend on these variables [7]. Adherence promoting strategies informed by this perspec- tive, such as patient reminders, have been found to improve adherence [15]. Several interventions incorporat- ing elements of BLT have also been reported to be effective for adherence to long-term medications [4]. However, a more recent meta-analysis examining adherence to highly active antiretroviral (ARV) therapy concluded that inter- ventions with cue dosing and external rewards – approaches derived from BLT -were as efficacious as those without [16]. Another randomised controlled trial on ARVs reported a negative effect when using electronic reminder systems [17]. Further evidence is therefore needed on the effectiveness of these types of strategy. BLT has been critiqued for lacking an individualised approach and for not considering less conscious influ- ences on behaviour not linked to immediate rewards [12]. These influences include, for example, past behaviour, habits, or lack of acceptance of a diagnosis. The theory is limited, too, by its focus on external influences on behav- iour. Programme planners should therefore consider care- fully individuals' perceptions of appropriate rewards before using such theory to inform programme design. Interventions drawing on behavioural theory are often used in combination with other approaches, although sel- dom explicitly. No meta-analyses were found that exam- ined this perspective. Communication perspective Communication is said to be "the cornerstone of every patient-practitioner relationship" [[11], p. 56]. This per- spective suggests that improved provider-client communi- cation will enhance adherence [7,11] and implies that this can be achieved through patient education and good health care worker communication skills – an approach based on the notion that communication needs to be clear and comprehensible to be effective. It also places emphasis on the timing of treatment, instruction and comprehension. An example of an intervention utilising this perspective is one that aims to improve client-pro- vider interaction. Critiques of this perspective argue that it ignores attitudinal, motivational and interpersonal factors that may interfere with the reception of the message and the translation of knowledge into behaviour change [12]. A number of reviews have examined the effects of inter- ventions including communication elements [18-21]. However, few of these have examined the effects of com- munication on health behaviours specifically. Two reviews focusing on interventions to improve provider-cli- ent communication showed that these can improve com- munication in consultations, patient satisfaction with care [18] as well as health outcomes [21]. However, these reviews also show limited and mixed evidence on the effects of such interventions on patient health care behav- iours, such as adherence. Communication components have been used within sev- eral adherence interventions but seldom explicitly or as the main component. Such interventions are unlikely to succeed in isolation in improving long-term adherence to medications because of the influence of external factors, such as the costs of accessing healthcare for treatment. Communication interventions are also typically restricted to provider-client interactions and additional social or financial support may thus be required. Cognitive perspective The cognitive perspective includes theories such as the health belief model (HBM), social-cognitive theory (SCT), the theories of reasoned action (TRA) and planned behav- iour (TPB) and the protection motivation theory (PMT). These theories focus on cognitive variables as part of behaviour change, and share the assumption that atti- tudes and beliefs [22], as well as expectations of future events and outcomes [23], are major determinants of health related behaviour. In the face of various alterna- tives, these theories propose, individuals will choose the action that will lead most likely to positive outcomes. These theories have noticeable weaknesses, however: firstly, that non-voluntary factors can affect behaviour [23]; devoting time to conscious deliberation regarding a repeated choice also seems uneconomical [22]. Secondly, these theories do not adequately address the behavioural skills needed to ensure adherence [7]. Thirdly, these theo- ries give little attention to the origin of beliefs and how these beliefs may influence other behaviours [24]. In Behavioural learning theory Figure 1 Behavioural learning theory. Internal antecedents I should take my medicines External antecedents My cell phone reminded me to take them Behaviour Taking medicines Consequences Side effects Wellbeing
  • 5. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 5 of 16 (page number not for citation purposes) addition, it has been argued that they ignore other factors that may impact on adherence behaviour, such as power relationships and social reputations [25], and the possi- bility that risk behaviour may involve more than one per- son [26]. It has also been suggested that they focus on a single threat and prevention behaviour and do not include possible additional threats competing for the individual's attention [24]. Health Belief Model The HBM views health behaviour change as based on a rational appraisal of the balance between the barriers to and benefits of action [12]. According to this model, the perceived seriousness of, and susceptibility to, a disease influence individual's perceived threat of disease. Simi- larly, perceived benefits and perceived barriers influence perceptions of the effectiveness of health behaviour. In turn, demographic and socio-psychological variables influence both perceived susceptibility and perceived seri- ousness, and the perceived benefits and perceived barriers to action [1,7]. Perceived threat is influenced by cues to action, which can be internal (e.g. symptom perception) or external (e.g. health communication) (Rosenstock, 1974 in [7]). High-perceived threat, low barriers and high perceived benefits to action increase the likelihood of engaging in the recommended behaviour [27]. Generally, all of the model's components are seen as independent predictors of health behaviour [28]. Bandura [29] notes, however, that perceived threats – especially perceived severity – have a weak correlation with health action and might even result in avoidance of protective action. Perceived severity may also not be as important as perceived suscep- tibility. Recently, self-efficacy was added into the theory [30], thereby incorporating the need to feel competent before effecting long-term change [31]. There are two main criticisms of this theory: firstly, the relationships between these variables have not been explicitly spelt out [32] and no definitions have been con- structed for the individual components or clear rules of combination formulated [28]. It is assumed that the vari- ables are not moderated by each other and have an addi- tive effect [32]. If, for example, perceived seriousness is high and susceptibility is low, it is still assumed that the likelihood of action will be high -intuitively one might assume that the likelihood in this case would be lower than when both of the variables are high [22,32]. The HBM also assumes that variables affect health behaviour directly and remain unmoderated by behavioural inten- tions [22]. The second major weakness of HBM is that important determinants of health behaviour, such as the positive effects of negative behaviours and social influ- ence, are not included [22,32]. In addition, some behav- iours such as smoking are based on habits rather than Health belief model Figure 2 Health belief model. Perceived susceptibility I don’t smoke; no lung disease in my family Perceived severity TB is a fatal disease Perceived benefits The medication will make me better Perceived barriers I may experience side effects from the medication Belief in a personal health threat I’ll get over it Belief in the effectiveness of health behaviour I’m not sure if it will work Health behaviour If it gets worse I will take the medication Adapted from Stroebe, 2000
  • 6. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 6 of 16 (page number not for citation purposes) decisions [33]. While the theory may predict adherence in some situations, it has not been found to do so for "risk reduction behaviours that are more linked to socially determined or unconscious motivations" [[12], p.165]. The two reviews identified that examined this theory had inconclusive results. A critical review [34] examined 19 studies which involved sick role behaviours, such as com- pliance to antihypertensive medication. While the four dimensions of the model produced significant effects in most of the studies included [34], the studies had consid- erable methodological gaps. A more recent meta-analysis [35] indicated that while the HBM was capable of predict- ing 10% of variance in behaviour at best, the included studies were heterogeneous and were unable to support conclusions as to the validity of the model. Therefore fur- ther studies are needed to assess the validity of this theory. When applying this theory to long-term medication adherence, it is also important for the influence of socio- psychological factors to be considered. For example, cul- tural beliefs about TB – such as its relationship with witch- craft [36] – may reduce an adherence intervention's effectiveness. The protection-motivation theory According to this theory, behaviour change may be achieved by appealing to an individual's fears. Three com- ponents of fear arousal are postulated: the magnitude of harm of a depicted event; the probability of that event's occurrence; and the efficacy of the protective response [37]. These, it is contended, combine multiplicatively to determine the intensity of protection motivation [22], resulting in activity occurring as a result of a desire to pro- tect oneself from danger [37]. This is the only theory within the broader cognitive perspective that explicitly uses the costs and benefits of existing and recommended behaviour to predict the likelihood of change [23]. An important limitation of this theory is that not all envi- ronmental and cognitive variables that could impact on attitude change (such as the pressure to conform to social norms) are identified [37]. The most recent version of the theory assumes that the motivation to protect oneself from danger is a positive linear function of beliefs that: the threat is severe, one is personally vulnerable, one can perform the coping response (self efficacy) and the coping response is effective (response efficacy) [22]. Beliefs that health-impairing behaviour is rewarding but that giving it up is costly are assumed to have a negative effect [22]. However, the subdivision of perceived efficacy into cate- gories of response and self efficacy is perhaps inappropri- ate – people would not consider themselves capable of performing an action without the means to do it [29]. A meta-analysis examining this theory found only moder- ate effects on behaviour [39]. The revised PMT may be less cumbersome to use than the TRA – it also does not assume that behaviour is always rational. [39]. The PMT may be appropriate for adherence interventions as it is unlikely that an individual consciously re-evaluates all of their rou- tine behaviours such as, for example, taking long-term medication. However, the influence of social, psychologi- cal and environmental factors on motivation requires consideration by those using this approach. Social-cognitive theory This theory evolved from social learning theory and may be the most comprehensive theory of behaviour change developed thus far [1]. It posits a multifaceted causal structure in the regulation of human motivation, action and well-being [40] and offers both predictors of adher- ence and guidelines for its promotion [29]. The basic organising principle of behaviour change proposed by this theory is reciprocal determinism in which there is a continuous, dynamic interaction between the individual, the environment and behaviour [1]. Social-cognitive theory suggests that while knowledge of health risks and benefits are a prerequisite to change, additional self-influences are necessary for change to occur [41]. Beliefs regarding personal efficacy are among some of these influences, and these play a central role in change. Health behaviour is also affected by the expected outcomes – which may be the positive and negative effects of the behaviour or the material losses and benefits. Out- comes may also be social, including social approval or dis- approval of an action. A person's positive and negative self-evaluations of their health behaviour and health sta- tus may also influence the outcome. Other determinants Protection motivation theory Figure 3 Protection motivation theory. Perceived severity TB is a killer disease Perceived probability/perceived susceptibility Many people around me have TB; I could have TB Efficacy of response TB medication cures you Motivation to engage in preventive behaviour Adapted from Rogers, 1975
  • 7. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 7 of 16 (page number not for citation purposes) of behaviour are perceived facilitators and barriers. Behav- iour change may be due to the reduction or elimination of barriers [41]. In sum, this theory proposes that behaviours are enacted if people perceive that they have control over the outcome, that there are few external barriers and when individuals have confidence in their ability to execute the behaviour [28]. A review reported that self efficacy could explain between 4% and 26% of variance in behaviour [42]. However, this analysis was limited to studies of exercise behaviour, and did not include reports that examined SCT as a whole. Due to its wide-ranging focus, this theory is difficult to operationalise and is often used only in part [43], thus raising questions regarding its applicability to interven- tion development. Theory of planned behaviour and the theory of reasoned action The first work in this area was on the TRA [44]. The TRA assumes that most socially relevant behaviours are under volitional control, and that a person's intention to perform a particular behaviour is both the immediate determinant and the single best predictor of that behav- iour [45]. An intention to perform a behaviour is influ- enced by attitudes towards the action, including the individual's positive or negative beliefs and evaluations of the outcome of the behaviour. It is also influenced by sub- jective norms, including the perceived expectations of important others (e.g. family or work colleagues) with regard to a person's behaviour; and the motivation for a person to comply with others' wishes. Behavioural inten- tion, it is contended, then results in action [44]. The authors argue that other variables besides those described above can only influence the behaviour if such variables influence attitudes or subjective norms. A meta-analysis examining this theory found that it could explain approx- imately 25% of variance in behaviour in intention alone, and slightly less than 50% of variance in intentions [45]. This suggests that support for this theory is limited. Additionally, The TRA omits the fact that behaviour may not always be under volitional control and the impacts of past behaviour on current behaviours [22]. Recognising this, the authors extended the theory to include behav- ioural control and termed this the TPB. 'Behavioural con- trol' represents the perceived ease or difficulty of performing the behaviour and is a function of control beliefs [45]. Conceptually it is very similar to self-efficacy [22] and includes knowledge of relevant skills, experience, Revised protection motivation theory Figure 4 Revised protection motivation theory. Adapted from Stroebe, 2000 Severity TB is a serious disease Vulnerability If I don’t take my medications I will not be well Intrinsic rewards Not taking the pills is easier - If I don’t take the pills no one will know I have TB Response efficacy The tablets make me feel better- I can remember to take all my medication Response costs I could get side effects Protection motivation Threat appraisal Coping appraisal
  • 8. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 8 of 16 (page number not for citation purposes) emotions, past track record and external circumstances (Ajzen, in [46]). Behavioural control is assumed to have a direct influence on intention [45]. Meta-analyses examin- ing the TPB have found varied results regarding the effec- tiveness of the theory's components [47-49]. Although not conclusive, the results of the analyses are promising. Sutton [45] suggests that the TRA and TPB require more conceptualisation, definition and additional explanatory factors. Attitudes and intentions can also be influenced by a variety of factors that are not outlined in the above the- ories [22]. Specifically, these theories are largely depend- ent on rational processes [50] and do not allow explicitly for the impacts of emotions or religious beliefs on behav- iour, which may be relevant to stigmatised diseases like TB and HIV/AIDS. Information-motivation-behavioural skills (IMB) theory This theory was developed to promote contraceptive use and prevent HIV transmission. IMB was constructed to be conceptually based, generalisable and simple [51]. It has since been tailored specifically to designing interventions to promote adherence to ART [52] This theory focuses on three components that result in behaviour change: information, motivation and behav- iour skills. Information relates to the basic knowledge about a medical condition, and is an essential prerequisite for behaviour change but not necessarily sufficient in iso- lation [51]. A favourable intervention would establish the baseline levels of information, and target information gaps [51]. The second component, motivation, results from personal attitudes towards adherence; perceived social support for the behaviour; and the patients' subjec- tive norm or perception of how others with the condition might behave [7]. Finally, behavioural skills include fac- tors such as ensuring that the patient has the skills, tools and strategies to perform the behaviour as well as a sense of self-efficacy – the belief that they can achieve the behav- iour [51]. The components mentioned above need to be directly rel- evant to the desired behaviour to be effective [7]. They can also be moderated by a range of contextual factors such as living conditions and access to health services [52]. Infor- mation and motivation are thought to activate behav- ioural skills, which in turn result in risk reduction behavioural change and maintenance [51]. The theory is said to be moderately effective in promoting behaviour change [7], and has been shown to have predictive value for ART adherence [53]. However, no meta-analyses were identified that assessed the effects of this model. The advantage of IMB is its simplicity and its recent applica- tion to ART adherence suggests that it may be a promising model for promoting adherence to TB medication. Self-regulation perspectives Self-regulatory theory is the main theory in this domain. Developed to conceptualise the adherence process in a way that re-focuses on the patient [54], the theory pro- poses that it is necessary to examine individuals' subjec- tive experience of health threats to understand the way in which they adapt to these threats. According to this the- ory, individuals form cognitive representations of health threats (and related emotional responses) that combine new information with past experiences [55]. These repre- sentations 'guide' their selection of particular strategies for coping with health threats, and consequently influence associated outcomes [56]. The theory is based on the assumption that people are motivated to avoid and treat illness threats and that people are active, self-regulating problem solvers [57]. Individuals, it is implicitly assumed, will endeavour to reach a state of internal equilibrium through testing coping strategies. The process of creating health threat representations and choosing coping strate- gies is assumed to be dynamic and informed by an indi- vidual's personality, and religious, social and cultural context [55]. In addition, a complex interplay exists between environmental perceptions, symptoms and beliefs about disease causation [54]. The self-regulation theory offers little guidance related to the design of interventions [7] and no meta-analyses examining evidence for the effectiveness of this theory were identified. While the theory seems intuitively appro- priate, specific suggestions are needed as to how these processes could promote adherence. Social cognitive theory Figure 5 Social cognitive theory. Behaviour Knowledge of health risks I know what TB is Benefits of change Taking the medication will make me feel better Self efficacy I can take my medication Outcome expectations If I take my medication I will feel better Facilitators and barriers It is easy to take my medication
  • 9. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 9 of 16 (page number not for citation purposes) Stage perspectives The transtheoretical model (TTM) This theory is most prominent among the stage perspec- tives. It hypothesizes a number of qualitatively different, discrete stages and processes of change, and reasons that people move through these stages, typically relapsing and revisiting earlier stages before success [58,59]. This theory is said to offer an "integrative perspective on the structure of intentional change" [[60], p. 1102] – the perceived advantages and disadvantages of behaviour are crucial to behaviour change [61]. The process of change includes independent variables that assess how people change their behaviour [62] and the covert and overt activities that help individuals towards healthier behaviour [63]. Different processes are empha- sised at different stages. Criticisms of TTM include the stages postulated and their coverage and definitions, and descriptors of change. According to Bandura [40], this theory violates all three of the basic assumptions of stage theories: qualitative trans- formations across discrete stages, invariant sequence of change, and non-reversibility. In addition, the proposed stages may only be different points on a larger continuum [29,58,63]. Bandura [29] suggests that human function- ing is too multifaceted to fit into separate, discrete stages and argues that stage thinking could constrain the scope Theory of reasoned action Figure 6 Theory of reasoned action. Adapted from Stroebe, 2000 Attitude towards action Subjective norms Behavioural intention Behaviour Motivation to comply I want to do what they want me to do Beliefs about the outcome of the behaviour If I finish the course of medication I will be healthy Evaluation of expected outcomes Being healthy is desirable Normative beliefs My family and friends think I should take my medication Table 2: Recommendations for using health behaviour theories to develop long-term adherence promoting interventions in TB and HIV ▪ Future research should focus on the further examination of existing theories. ▪ Further work is required to identify and explore health behaviour theories most applicable to improving adherence to long-term medications. ▪ Existing health behaviour models should be tested systematically. ▪ Interventions utilising health behaviour theories appropriately need to be developed and trialled. ▪ Reports of interventions to promote adherence to long-term medications for other health issues should be reviewed to explore how these have drawn on health behaviour theories.
  • 10. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 10 of 16 (page number not for citation purposes) of change-promoting interventions. Furthermore, TTM provides little information on how people change and why only some individuals succeed [28]. Sutton [56] argues that the stage definitions included in the TTM are logically flawed, and that the time periods assigned to each stage are arbitrary. Similarly, there is also a need for more attention to measurement, testing issues and definition of variables and causal relationships [58]. The coverage and type of processes included may also be inadequate [63]. The TTM has received much practitioner support over the years, but less direct research support for its efficacy [3,10]. The meta-analyses identified for this review did not offer direct support for the theory; while one found that individuals use all 10 processes of change [64], another found that interventions that used the stage per- spective were not more efficient than those not using the theory [65]. Further evidence of its efficacy is therefore needed. A strength of this theory is that it allows interven- tions to be tailored to individual needs. However, large- scale implementation of these interventions may be time consuming, complicated and costly. Its use may be more appropriate in areas where rapid behaviour change is not necessary. Discussion This review has discussed a number of health behaviour theories that contribute to understanding adherence to long-term medications, such as those for TB and HIV/ AIDS. Although the use of theory to develop interventions to promote adherence offers several advantages, it also has some limitations. Firstly, there is little evidence that allows for the direct comparison of these theories [66]. Combining studies based on even one theory, in order to perform a meta-analysis to assess its effectiveness in pre- dicting behaviours, is difficult due to various methodo- logical problems in the original studies [60]. Furthermore, the number of theories in this field has proliferated over Theory of planned behaviour Figure 7 Theory of planned behaviour. Behavioural intention Behaviour Beliefs about the outcome of the behaviour If I take the pills I will feel better Evaluation of expected outcomes Feeling better is good Motivation to comply I want to do what they want me to do Normative beliefs Family and friends want me to take the pills Control beliefs Remembering the medicine will be difficult Attitude towards action Subjective norms Perceived behavioural control
  • 11. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 11 of 16 (page number not for citation purposes) time, as theorists have examined different areas of behav- iour and engaged in re-examining existing explanatory theories. Researchers, health planners and practitioners may therefore be overwhelmed by the multitude of theo- ries available to them and the fragmented, and often con- tradictory, evidence. Questions also remain regarding the applicability of these theories to contexts other than those in which they were developed. Ashing-Giwa [67], for example, suggests that the above theories do not address socio-cultural aspects sufficiently. Issues such as the stigma attached to TB due to its perceived relation to HIV (especially in developing countries) may impact on the acceptability and the uptake of interventions. Further attention should therefore be given to the question of whether theories developed in the USA and the UK are applicable to individuals in other contexts where the dis- ease burden from HIV/AIDS and TB is greatest. Secondly, health behaviour change theories have tended to encompass a wide variety of health behaviours, each qualitatively different. The systematic reviews identified for this paper included studies ranging from smoking ces- sation to mothers limiting babies' sugar intake. Particular theories may be more applicable than others to improving adherence to specific health behaviours. For example, adherence to long-term medication will necessarily be dif- ferent to a behaviour change required to take up exercise. In addition, achieving adherence to TB medication may be seen as an urgent issue for public health because of its infectiousness, and the recent emergence of extremely drug resistant strains [68]. It is difficult therefore to com- pare the effects of the theories across health categories or even within individual categories. Thirdly, few studies were identified that had examined the selected health behaviour theories in relation to long-term medication adherence, or that had developed interven- tions to promote long-term adherence explicitly based on these theories, particularly for TB. Sumartojo's [13] assess- ment that a theory-based approach has largely been absent within the field of TB behavioural research appears to remain valid today. The application of theories to the design of interventions remains a challenge for researchers and programme plan- ners [69] and there is considerable debate concerning the effectiveness and usefulness of theory in informing inter- vention development (see [2,70,71]). Despite a variety of studies in a variety of fields, or perhaps because of this var- iation, we would argue that there is no clear evidence yet for the support of any of these theories within the field of adherence behaviours. This is not to say that these theo- Information motivation behavioural skills model Figure 8 Information motivation behavioural skills model. Adherence information I know what taking HAART involves Adherence motivation Taking HAART will be good for me and it will ensure I stay healthy. Adherence behavioural skills I know how to take my medication correctly Adherence Behaviour •Proper dosing •Optimal adherence •Adherence levels over time Adapted from Fisher et al, 2006 Health outcomes • Viral load • Drug resistance • CD4 counts • Objective health status • Subjective health Moderating factors affecting adherence •Psychological health •Living situation •Access to medical care services and insurance coverage •Substance use or addiction
  • 12. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 12 of 16 (page number not for citation purposes) ries cannot be useful – rather, we have insufficient evi- dence to conclusively determine this. While these discussions continue, research should aim to shed light on the key questions related to the theory-inter- vention debate: Do sound theories result in effective inter- ventions? Does an effective intervention constitute proof of a theory's value? How might theory be used to inform the design of an effective intervention? And how can a the- ory be reliably tested? Some research work has already been undertaken in these areas: in a systematic review of antiretroviral treatment adherence interventions, Amico et al. [72] found that the use of theory in constructing an intervention did not account for variability in the inter- vention's efficacy. However, it is unclear how many of the 24 included studies in this review articulated a health behaviour change theory or the extent to which this was done. Two possible approaches have been suggested to address- ing the difficulties raised by the multitude of existing the- ories on health behaviour change. One approach is to attempt to identify variables common to these theories. This has been undertaken for 33 health behaviour change theories [7] in order to make psychological theories more accessible and easier to select. The results of this study pro- vide some guidance on the most important variables in psychological theories, and may assist in the further devel- opment of health behaviour change theories. A second approach is to attempt to integrate the theories. While there is a need for such theoretical integration [73], we argue that researchers and theorists alike should be cau- tious when picking and choosing parts of other theories to develop further theories – so-called "cafeteria-style theo- rizing" – as the resulting theories may include redundant variables [[29], p. 285]. Because some theories share overlapping variables describing using different names [8,41], and most differ- ences are due to an emphasis of one variable over another [1], it would serve the development of this field to con- duct studies to identify particular variables that perform best in predicting behaviour change. For example, in a meta-analysis of randomised controlled trials testing antiretroviral treatment adherence interventions, Simoni [16] found that giving basic information to patients, and engaging them in discussion about helping them to over- come cognitive factors, lack of motivation and unrealistic expectations about adherence, were effective in improving adherence. Similarly, comparative studies between theo- ries could be used to identify effective components [74]. The field of health behaviour theory remains dynamic, Self regulation theory Figure 9 Self regulation theory. Adapted from Leventhal, Nerenz & Steele, 1984 Preattentive stages Perception Awareness Representation of illness in conscious awareness Emotional reactions to illness Integration of perception to memory Feedback loop Feedback loop Evaluation of coping Evaluation of objective impact Evaluation of changes in distress Coping: planning of response Coping with objective features of illness Coping with emotional reaction
  • 13. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 13 of 16 (page number not for citation purposes) and it is important to continue developing existing theo- ries and approaches as new evidence emerges. Applying health behaviour theories to medication adherence for TB and HIV/AIDS How optimal adherence for TB and HIV/AIDS can be ensured remains an important question. While large num- bers of studies have explored patients' and health care providers' views regarding adherence to TB treatment [75] or have described programmes to improve adherence to these medications, there are still relatively few rigorous evaluations of interventions to promote adherence to TB and HIV/AIDS treatments [76,77]; even fewer have explic- itly utilised behaviour change theories. For example, a sys- tematic review of interventions to promote adherence to TB treatment [77] included ten trials, none of which used an explicit theoretical framework. A similar review identi- fied seven different randomised controlled trials of inter- ventions to promote adherence to antiretroviral therapy [76], of which only one employed an explicit theoretical framework. Similar figures have been reported in other domains: a review of guideline implementation studies showed that less than 10% of these provided an explicit theoretical rationale for their intervention [78]. Given the paucity of evidence to support any particular health behaviour theory, we cannot therefore suggest that these theories be used routinely to design adherence promoting interventions. However, since these theories may well have practical behaviour change potential, and since the problem of medication adherence remains significant for both clinical medicine and public health, further explora- tory and explanatory research is needed. A number of recommendations emerge from this review (Table 2): firstly, future research should focus not on the development of new theories but rather on the further examination of those already elaborated. Several key attributes that should be encompassed by theories explaining behaviour change have been suggested, includ- ing demonstrated effectiveness in predicting and explain- ing changes in behaviour across a range of domains; an ability to explain behaviour using modifiable factors; and an ability to generate clear, testable hypotheses. The theo- ries should include non-volitional components (i.e. issues over which individuals do not have complete control) and take into account the influence of external factors, as perceived by individuals [2,70]. Secondly, further work is required to identify theories of health behaviour that are most applicable to improving adherence to long-term medication. Existing health behaviour theories should be tested systematically to establish which best predict effects on different kinds of behaviour for different groups of people in different con- texts. For example, does a particular theory predict changes in adherence behaviour for both men and women with TB in both England and South Africa? Some researchers have argued that experimental research and increased clarity in theories and methods could assist in the identification of effective behaviour change tech- niques, thereby contributing to the development of evi- dence-based practice in health psychology and implementation research [2,3]. Similar efforts need to be made regarding the use of theories as applied to adher- ence behaviour. Thirdly, the abundance of theories and their poor evi- dence base highlights the need to develop and trial inter- ventions that utilise these theories appropriately (i.e. in concordance with the theory), with well defined and oper- ationalised variables. This will help to advance the study of human adherence behaviour and allow for better informed decisions related to how to these theories could be more widely applied in practice. (See references [2] and [75] for guidance on developing theoretically informed interventions). We have compiled a number of examples [see additional file 1] of the application of such theories in practice. Finally, reports of interventions to promote adherence to long-term medications for other health issues, such as dia- betes, asthma and hypertension, should be reviewed to determine how many have drawn on theory in the design Transtheoretical model Figure 10 Transtheoretical model. Precontemplation I am not seriously thinking of changing – I don’t think I should adhere to my medication Contemplation Seriously, I think I should adhere to my medication regimen Action I am trying to remember my medications and marking them in the calendar Preparation I am ready to change – I am making a reminder calendar Maintenance I have been able to take my pills every day for a month
  • 14. BMC Public Health 2007, 7:104 http://www.biomedcentral.com/1471-2458/7/104 Page 14 of 16 (page number not for citation purposes) and testing of these interventions; the range of theories utilised and the ways in which this was done; and the ways in which the use of theory contributed to under- standing the effects of these interventions. Many reviews of such interventions exist (for example, see [83,84]) and these could act as a starting point for such work. It is also important to list some of the limitations of this review. Firstly, we have been unable to capture all the available data on tests of health behaviour theories. Sec- ondly, this paper examines only theories constructed by researchers and does not explore the health theories held by those receiving treatment. These lay theories of adher- ence with regard to antiretroviral [81] and TB treatment [75] are discussed elsewhere. It should also be noted that any understanding of individ- ual health behaviour, and interventions to change this, must be located within the relevant social, psychological, economic and physical environments [28]. Much research on adherence to TB medication has indicated that poor adherence is commonly the result of factors outside the individual's control, including clinic and health care organisation factors (such as interruptions to drug supply and long distances to health facilities) and structural fac- tors (such as poverty and migration) [13,82,83]. Similar issues have been reported for adherence to ART [84]. Any focus on changing the behaviours of individuals with TB or HIV should not result in the neglect of these other dimensions or the further disadvantaging of the poor and vulnerable, thereby widening health disparities. Interven- tions that focus on providers, the provider-patient rela- tionship, health system and contextual factors therefore also need to be developed and evaluated [76]. Conclusion There is no simple solution to the problem of adherence, or to the area of behaviour change. Health behaviour the- ories may shed light on the processes underlying behav- iour change. However, an explicit theoretical basis is not always necessary for a successful intervention and further examination is needed to determine whether theory- based interventions in health care are more effective than those without an explicit theoretical foundation [2,70]. This review contributes to advancing this field by describ- ing the commonly cited health behaviour theories, pre- senting the evidence and critique for each; discussing the applicability of these theories to adherence behaviour; and highlighting several recommendations for research and theory development. To understand and overcome the barriers to treatment adherence, considerable research is needed. However, given the importance of long-term medication adherence to global public health, particularly in relation to the HIV and TB epidemics, such research should receive much higher priority. Abbreviations HIV/AIDS: Human immunodeficiency virus/Acquired immunodeficiency syndrome TB: Tuberculosis ARV: Antiretroviral SCT: Social-cognitive theory TRA: Theory of reasoned action PMT: Protection motivation theory HBM: Health belief model TPB: Theory of planned behaviour IMB: Information-motivation-behavioural skills model ART: Antiretroviral therapy TTM: Transtheoretical model Competing interests The author(s) declare that they have no competing inter- ests. Authors' contributions JV and SL developed the idea for this paper, SM performed all searches and compiled the text, SL contributed to the writing and SL, TM and JV provided conceptual and edito- rial input. All authors read and approved the final manu- script. Additional material Acknowledgements The authors would like to acknowledge the Norwegian Health Services Research Centre, the GLOBINF Network, the London School of Hygiene and Tropical Medicine and the Effective Health Care Research Programme Consortium of the Liverpool School of Tropical Medicine for supporting Salla Munro during the preparation of this article. We would also like to thank Judy Dick and Sheldon Allen for their comments on drafts of this review; Sylvia Louw, Anna Gaze, and Joy Oliver for their administrative sup- port; and Simon Goudie for his editing of the paper. Additional file 1 Examples of interventions using health behaviour theories. Click here for file [http://www.biomedcentral.com/content/supplementary/1471- 2458-7-104-S1.DOC]
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