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than once. The primary goal of the system was to encourage developing a written Asthma
Action Plan, and at the end of the study only 18% of intervention group participants had
one (compared to 22% of the control group). Based on a follow-up survey, the authors
cite unrecognized and unaddressed barriers as the primary reason for the poor effect of
the system: for example, believing that a written plan was not necessary in their situation,
being discouraged from getting one by a health care professional or by a previous
negative experience with trying to create a plan, or feeling that it was unimportant
compared to other priorities in their life.
Research using these theories, or theories in general, falls into two categories:
studies which test a theory in an applied setting to determine if the theory applies to that
setting, or studies which aim to solve a practical problem and make use of the theory to
formulate a better solution [26]. The attempt to apply Fogg's theory to the NHS organ
donation website can be viewed as a study of the first type. However, the outcome might
be considered predictable: the target behaviour was very different than the behaviours in
the studies from which the theory was derived. Once the decision has been made to
become an organ donor, the user may not be deterred by being required to use an
unprofessional-looking website – unlike the decision to purchase a book or music, which
can always be purchased later or from another vendor. This also explains why self-
efficacy needed to be added to the Health Belief Model; it was originally developed to
explain simple behaviours like getting a vaccination, and needed an additional construct
to be applied to more complex behaviours where the person might doubt their own ability
to engage in the behaviour. Likewise, a theory may not apply if the target group is very
different from the original target group or if the target behaviour is influenced by forces
not accounted for in the model. For example, clinicians' behaviour is usually regulated
in part by law and reimbursement policy, so it is unlikely that any behaviour change
intervention would cause clinicians to behave in a way that substantially contradicted
these policies. Likewise, interventions to change a health behaviour in school children
or in military personnel might be quite different, since many choices in these groups are
not made by the individuals themselves. A thorough review of the literature may be
informative to determine if a theory has been successfully applied for that behaviour,
type of person and context of interest. Several of the models discussed above have the
shortcoming that they consider the behaviour of a person in isolation, disregarding social
influences. These models are unlikely to apply in situations where social interaction
plays a large role, or when the decision is made by a team rather than an individual.
Finally, as mentioned above, correct operationalization of the theory is critical. This is
likely the reason for underuse of the asthma website mentioned above: although barriers
are a construct in the Health Belief Model, the investigation of barriers prior to
developing the system failed to identify the barriers, which ultimately led to the system
not being used. Use of a guide such as that proposed by Kok et al. can help assure that
the theory is applied correctly [18].
4. Discussion
Health behaviour and behaviour change theories are widely applied in the field of
psychology and have now been classified and translated into a taxonomy of practical
techniques. Many health informatics interventions, particularly those directed toward
healthcare professionals and patients, aim to change user behaviour in some way, and
use of a behaviour change theory in intervention design or participant selection is
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book Applied Interdisciplinary Theory in Health Informatics - Knowledge Base for Practitioners"
Applied Interdisciplinary Theory in Health Informatics
Knowledge Base for Practitioners
- Title
- Applied Interdisciplinary Theory in Health Informatics
- Subtitle
- Knowledge Base for Practitioners
- Authors
- Philip Scott
- Nicolette de Keizer
- Andrew Georgiou
- Publisher
- IOS Press BV
- Location
- Amsterdam
- Date
- 2019
- Language
- English
- License
- CC BY-NC 4.0
- ISBN
- 978-1-61499-991-1
- Size
- 16.0 x 24.0 cm
- Pages
- 242
- Category
- Informatik