A taxonomy of behaviour change methods: an Intervention Mapping approach
Open accessAbstract
In this paper, we introduce the Intervention Mapping (IM) taxonomy of behaviour change methods and its potential to be developed into a coding taxonomy. That is, although IM and its taxonomy of behaviour change methods are not in fact new, because IM was originally developed as a tool for intervention development, this potential was not immediately apparent. Second, in explaining the IM taxonomy and defining the relevant constructs, we call attention to the existence of parameters for effectiveness of methods, and explicate the related distinction between theory-based methods and practical applications and the probability that poor translation of methods may lead to erroneous conclusions as to method-effectiveness. Third, we recommend a minimal set of intervention characteristics that may be reported when intervention descriptions and evaluations are published. Specifying these characteristics can greatly enhance the quality of our meta-analyses and other literature syntheses. In conclusion, the dynamics of behaviour change are such that any taxonomy of methods of behaviour change needs to acknowledge the importance of, and provide instruments for dealing with, three conditions for effectiveness for behaviour change methods. For a behaviour change method to be effective: (1) it must target a determinant that predicts behaviour; (2) it must be able to change that determinant; (3) it must be translated into a practical application in a way that preserves the parameters for effectiveness and fits with the target population, culture, and context. Thus, taxonomies of methods of behaviour change must distinguish the specific determinants that are targeted, practical, specific applications, and the theory-based methods they embody. In addition, taxonomies should acknowledge that the lists of behaviour change methods will be used by, and should be used by, intervention developers. Ideally, the taxonomy should be readily usable for this goal; but alternatively, it should be clear how the information in the taxonomy can be used in practice. The IM taxonomy satisfies these requirements, and it would be beneficial if other taxonomies would be extended to also meet these needs.
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Claims the paper makes
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- Findingcitation
Recent meta-analyses of behaviour change method effectiveness have failed to account for four conditions necessary for a method to influence behaviour.
“However, recently, meta-analyses addressing the effectiveness of behaviour change methods have failed to take into account the four conditions for a method to effectively influence behaviour:”
Quote in the paperSubstantial claim0 of 2 sources checked- cites De Bruin et al., 2015
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- cites Peters et al., 2015
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- Findingcitation
Many intervention developers currently do not develop interventions systematically, as shown by qualitative and quantitative evidence.
“Currently, many intervention developers do not yet develop their interventions systematically, as was shown by recent qualitative (Peters et al., 2014; Schaafsma, Stoffelen, Kok, & Curfs, 2013) and quantitative evidence (Godin, Gagnon, Alary, Levy, & Otis, 2007).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Peters et al., 2014
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- cites Schaafsma et al., 2013
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- cites Godin et al., 2007
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- Premisecitation
Modelling is a strong method only when certain parameters, such as reinforcement of the modelled behaviour, are met.
“For example, modelling is a strong method but only when certain parameters are met, for instance reinforcement of the modelled behaviour (McAlister, Perry, & Parcel, 2008).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites McAlister, Perry, & Parcel, 2008
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- Interpretationreasoning
The IM taxonomy meets the requirements for a behaviour change method taxonomy.
“The IM taxonomy satisfies these requirements, and it would be beneficial if other taxonomies would be extended to also meet these needs.”
- Also stated in: § Conclusion · plain
“The IM taxonomy satisfies these requirements”
Quote in the paperSubstantial claim- Rests on an assumption: Lists of behaviour change methods will be used by intervention developers.
- Also stated in: § Conclusion · plain
- Premisereasoning
A behaviour change method is effective only if it is translated into a practical application that preserves effectiveness parameters and fits the target population, culture, and context.
“effectiveness and fits with the target population, culture, and context.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites De Bruin et al., 2015
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- cites Peters et al., 2015
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- Premisecitation
Selection of behaviour change methods should carefully match determinants they can change.
“Specifically, first, the selection of behaviour change methods should include a careful match with determinants that they can in fact change (e.g., guided practice is an effective method to enhance self-efficacy or to train skills, but not to change subjective norms);”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites De Bruin et al., 2015
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- cites Peters et al., 2015
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- Premisecitation
A behaviour change method is effective only if it targets a determinant that predicts the behaviour.
“For a behaviour change method to be effective: (1) it must target a determinant that predicts behaviour; (2) it must be able to change that determinant; (3) it must be translated into a practical application in a way that preserves the parameters for”
Quote in the paperSubstantial claim0 of 2 sources checked- cites De Bruin et al., 2015
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- cites Peters et al., 2015
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- Premisecitation
When change methods are applied, the parameters for their effectiveness must be satisfied.
“third, when change methods are applied, the parameters for a method's effectiveness must be satisfied (e.g., successful modelling requires reinforcing an appropriate model).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites De Bruin et al., 2015
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- cites Peters et al., 2015
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- Interpretationreasoning
Taxonomies for developing interventions must acknowledge additional aspects of behaviour change dynamics.
“Whereas taxonomies for coding interventions generally consist of descriptions of BCTs, taxonomies for developing interventions need to acknowledge a number of additional aspects of the dynamics of behaviour change.”
Quote in the paperNot a substantial claim - Premisecitation
A precursor to intervention development should ensure that determinants predict the relevant behaviour.
“second, a precursor to intervention development should assure that these determinants indeed predict the relevant behaviour (e.g., if a behaviour is exceptionally easy to perform, targeting self-efficacy will not yield behaviour change);”
Quote in the paperSubstantial claim0 of 2 sources checked- cites De Bruin et al., 2015
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- cites Peters et al., 2015
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- Premisecitation
People usually imitate a model only when the model is reinforced for the behaviour and they expect similar reinforcement.
“People or environmental decision-makers do not usually imitate behaviour simply because a model demonstrates that behaviour; they behave comparably to the model only when the model exhibits certain characteristics, such as being reinforced for that particular behaviour and when they expect to be reinforced in a similar way.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites McAlister, Perry, & Parcel, 2008
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- Premisecitation
A behaviour change method is effective only if it can change the determinant it targets.
“(2) it must be able to change that determinant; (3) it must be translated into a practical application in a way that preserves the parameters for”
Quote in the paperSubstantial claim0 of 2 sources checked- cites De Bruin et al., 2015
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- cites Peters et al., 2015
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- Premisecitation
Research on behaviour change methods almost never studies direct behaviour influence; it studies general methods for generic determinants that are supposed to influence behaviour.
“Such research almost never concerns methods for influencing behaviour directly: in almost all cases, general methods are studied for influencing generic determinants, such as attitude or self-efficacy, that in turn are supposed to influence the behaviour.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Abraham & Michie, 2008
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- cites Bartholomew et al., 2011
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- Interpretationreasoning
Theory-based methods cannot be immediately applied in behaviour change interventions because interventions occur in specific populations and environments.
“The generic nature of these determinants and the methods to change them is consistent with psychologists' aim to study human behaviour and psychology in general; yet at the same time, this means that such methods cannot immediately be applied in behaviour change interventions.”
Quote in the paperSubstantial claim - Interpretationreasoning
Coding taxonomies are not a good basis for intervention development.
“Thus, while well-suited for intervention coding, such taxonomies are not a good basis for intervention development.”
Quote in the paperSubstantial claim - Interpretationreasoning
If a practical application embodies a theoretical method but violates one or more of its effectiveness parameters, it will be less effective or counter-effective.
“In other words, if a practical application embodies a given theoretical method but violates one or more parameters of effectiveness of that method, it will be less effective or may even be counter effective.”
Quote in the paperSubstantial claim - Premisecitation
Because environmental change requires human agency, individual-level methods can also be used for agents at higher ecological levels.
“Because environmental change always requires human agency, methods at the individual level can also be used for agents at higher ecological levels (Kok et al., 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kok et al., 2012
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- Premisecitation
CONSORT's main effects have been on titles, methods sections, and results sections of trial reports.
“Their primary impact has been on titles (specifying the study design), methods sections (i.e., blinding of data collectors), and results sections (i.e., the well-known CONSORT flowchart).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Turner, Shamseer, Altman, Schulz, & Moher, 2012
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- cites Turner, Shamseer, Altman, Weeks, et al., 2012
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- Premisenone given
Parameters for the effectiveness of behaviour change methods exist.
“we called attention to the existence of parameters for effectiveness of methods”
Quote in the paperNot a substantial claim - Interpretationreasoning
The evidence base for these methods is currently less grounded in inferential statistics than desirable.
“This means that currently, the evidence base underlying these methods is less grounded in inferential statistics than is desirable.”
Quote in the paperSubstantial claim - Interpretationreasoning
All theory-based methods have parameters that must be considered when translating a method into a practical application.
“All theory-based methods have such parameters, which have to be taken into account when translating a method into a practical application.”
Quote in the paperSubstantial claim - Interpretationreasoning
Using the TIDieR checklist and guidance may often still produce intervention descriptions that do not make clear which determinants and beliefs were targeted.
“Following the TIDieR checklist and guidance may still frequently yield intervention descriptions where it remains unclear which determinants and beliefs were targeted”
Quote in the paperSubstantial claim - Interpretationreasoning
Using the same taxonomy for developing, describing, and coding interventions can significantly improve meta-analysis quality.
“Similarly, developing and describing interventions using the same taxonomy that is used to code intervention content in meta-analyses can significantly improve meta-analysis quality.”
Quote in the paperSubstantial claim - Interpretationcitation
Poor translation of behaviour change methods can lead to incorrect conclusions about method effectiveness.
“the probability that poor translation of methods may lead to erroneous conclusions as to method-effectiveness (Peters et al., 2015 explain the problems more in depth).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Peters et al., 2015
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- Premisecitation
de Bruin et al. (2009) and Van Achterberg et al. (2011) successfully integrated coding and development approaches in their coding systems.
“For example, de Bruin, Viechtbauer, Hospers and Schaalma (2009) as well as Van Achterberg et al. (2011) successfully integrated both approaches in their coding systems.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites de Bruin et al., 2009
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- cites Van Achterberg et al., 2011
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- Premisecitation
Qualitative data sets can be successfully coded using the IM taxonomy, as shown by Schaafsma et al. (2013).
“Such studies will often yield qualitative data, and such data sets can also be successfully coded using the IM taxonomy, as was recently shown by Schaafsma et al. (2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schaafsma et al., 2013
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- Interpretationreasoning
All included methods, even those without meta-analytical support, have an evidence base, though not always quantified.
“Thus, all included methods, even those lacking meta-analytical support, do have an evidence base, albeit not always one that is quantified.”
Quote in the paperSubstantial claim - Interpretationcitation
An intervention made entirely of effective methods can fail if the applications do not satisfy each method's effectiveness parameters.
“An intervention consisting entirely of effective methods of behaviour change can fail to show any effect if the applications of these methods fail to satisfy each method's parameters of effectiveness (Kok, 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kok, 2014
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- Classified as probably not a substantial claim. 38
- May combine two claims. 19
- The quote only partly states this claim. 3
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FindingreasoningTheory-based methods tend to disappear when translated into actual materials and messages.
“The situation commonly encountered in the ‘real world’ of intervention development (possibly as compared to a tightly controlled research development situation) is that theory-based methods tend to disappear in translation.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationCoding taxonomies contain effective, ineffective, and possibly counter-effective behaviour change methods.
“This means that although these taxonomies contain effective behaviour change methods (techniques), they also contain ineffective methods, and may even contain counter-effective methods.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Michie, Johnson, & Johnston, 2015
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Premisenone givenGoal setting is very effective only when the goal is challenging and acceptable to the actor.
“As a second example, goal setting can be a very effective method, but only when the goal is challenging as well as acceptable for the actor.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningWithout hypothesised determinants, a reader cannot judge whether chosen theory-based change methods are correct.
“With no determinants hypothesised, it is impossible for a reader to judge whether the theory-based change methods chosen to influence behaviour are the correct ones.”
Quote in the paperNot a substantial claim- Rests on an assumption: Scientific literature commonly includes no or only cursory descriptions of the determinants targeted by behaviour change interventions.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningTaxonomies of behaviour change methods must distinguish targeted determinants, practical applications, and the theory-based methods they embody.
“Thus, taxonomies of methods of behaviour change must distinguish the specific determinants that are targeted, practical, specific applications, and the theory-based methods they embody.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenImplementation intentions are very effective when properly applied, but violating the pre-existing intention parameter greatly reduces or eliminates effectiveness.
“A third classic example is provided by the method implementation intentions. While very effective when properly applied, violation of its parameter for effectiveness (a pre-existing intention to perform the behaviour) greatly reduces or eliminates this effectiveness.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationEnvironmental conditions are usually not under the direct control of at-risk individuals; they are controlled by decision-makers and external agents.
“Environmental conditions are not likely to be under the direct control of the individuals at risk for the health problem. They are controlled by decision-makers, external agents such as peers, teachers, managers, and other gatekeepers.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kok et al., 2008
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InterpretationreasoningIn a development taxonomy, methods may vary in specificity and may encompass each other.
“A consequence is that in a development taxonomy, methods may vary in their level of specificity, and may even encompass each other.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. The quote only partly states this claim.
InterpretationreasoningUsing TIDieR may often still produce descriptions that do not make clear which methods were selected to target determinants and beliefs.
“which methods were chosen to target these determinants and beliefs”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationFear appeals are effective only when the at-risk population has high self-efficacy and may be counter-effective when efficacy is low.
“Finally, fear appeals are only effective when the at-risk population has high (self-)efficacy and they may be counter effective when efficacy is low (Peters, Ruiter, & Kok, 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Peters, Ruiter, & Kok, 2013
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InterpretationcitationThe examples and level of detail in TIDieR indicate that its authors do not intend the second, third, and fourth checklist items to cover targeted beliefs, determinants, methods, applications, and parameters.
“However, the nature and level of detail of the information in the examples provided implies that this is not how the authors envision these checklist items (Hoffmann et al., 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hoffmann et al., 2014
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PremisecitationTIDieR is a recently proposed CONSORT extension that extends item five of the CONSORT statement.
“Very recently, a new CONSORT extension was proposed: this checklist and guidance, the Template for Intervention Description and Replication (TIDieR), extends item five of the CONSORT statement (Hoffmann et al., 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hoffmann et al., 2014
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Interpretationnone givenParameters for effectiveness can change as new literature is published.
“It is important to note that these parameters for effectiveness are subject to change as new literature is published.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe CONSORT family has nine official extensions and provides health promotion researchers only with a non-pharmacologic interventions extension, whose checklist covers treatment details, tailoring, standardisation, and protocol adherence.
“The CONSORT family now numbering nine official extensions (http://consort-statement.org/extensions) only offers ‘non-pharmacologic interventions’ to health promotion researchers, with checklist items regarding ‘details of the treatment’, tailoring, standardisation, and adherence to the protocol (Boutron, Moher, Altman, Schulz, & Ravaud, 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Boutron, Moher, Altman, Schulz, & Ravaud, 2008
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InterpretationreasoningSuch a coding procedure would yield a list of methods used, targeted determinants, methods matched to determinants, effectiveness parameters, and applications.
“Such a coding procedure would yield not only a list of behaviour change methods used in an intervention, but a description of targeted determinants (and preferably beliefs or change objectives), behaviour change methods matched to those determinants, parameters for effectiveness for those methods, and the applications that together make up the intervention.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningA shared vocabulary would greatly enhance reporting of intervention descriptions and evaluations in the literature according to reporting guidelines.
“A shared vocabulary would also greatly enhance reporting of intervention descriptions and evaluations in the literature conform reporting guidelines.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenThese methods come from psychological theory, and theories codify accumulated empirical evidence.
“Notwithstanding this urgent need for more research, note that these methods are derived from psychological theory, and theories in themselves are a codification of an accumulation of empirical evidence.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe more extensive vocabulary of the IM taxonomy is valuable for describing intervention developers' reasoning and choices in detail.
“In such coding efforts, the more extensive vocabulary afforded by the IM taxonomy is valuable in describing intervention developers' reasoning and choices in sufficient detail.”
Quote in the paperNot a substantial claimThe quote only partly states this claim.
InterpretationreasoningUsing TIDieR may often still produce descriptions that do not make clear which practical applications the methods were translated into.
“to which practical applications these methods were translated”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Premisenone givenA behaviour change method must be capable of changing the determinant it targets in order to be effective.
“(2) it must be able to change that determinant”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenRisk perception is a specific part of attitude.
“Risk perception in turn is a specific part of attitude.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenA behaviour change method must target a determinant that predicts behaviour in order to be effective.
“For a behaviour change method to be effective: (1) it must target a determinant that predicts behaviour”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningBoth types of taxonomies can be developed further to meet both goals.
“Nonetheless, both types of taxonomies deal with behaviour change, and so both types can be developed further to meet both goals.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisereasoningThe theoretical process behind a method is the same across ecological levels, but its application often differs by target.
“The theoretical process behind the method is the same for all levels (see Figure 1 in the supplementary materials or at http://osf.io/sqtuz); however, often the application of the method is somewhat different, depending on the target.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Figure 1
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InterpretationreasoningIn the recommended table, the last column matches the third TIDieR item, while the first three columns cover the second and possibly the fourth TIDieR items.
“Note that the last column of this table corresponds to the third item in the TIDieR checklist, while the first three cover the second and possibly fourth items.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Premisenone givenTheory-based methods and practical applications are distinct constructs.
“explicated the related distinction between theory-based methods and practical applications”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
InterpretationreasoningDistinguishing different aspects of an intervention makes coding easier and more accurate, and the resulting coding is more sensitive and specific, creating more powerful predictors or outcomes.
“This distinction of the different aspects of a behaviour change intervention makes coding easier and more accurate: furthermore, the resulting coding is more sensitive and specific, creating more powerful predictors, or study outcomes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThere is still room to improve reporting for behaviour change interventions.
“At the same time, there appears to remain room for improvement when it comes to behaviour change interventions.”
Quote in the paperNot a substantial claim- Rests on an assumption: Intervention descriptions have lagged behind other aspects of trial reporting.
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningMethods described for one determinant may sometimes be used for other determinants.
“Methods described for one determinant may sometimes be used for other determinants as well (e.g., Elaboration).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningCoding with a taxonomy that acknowledges behaviour change dynamics and provides mutually exclusive, reliably applicable categories has clear advantages.
“Coding with a taxonomy that both acknowledges the dynamics of behaviour change and provides mutually exclusive, reliably applicable categories has clear advantages.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningWorking towards integration of coding and development taxonomies seems beneficial.
“At the same time, working towards such integration seems beneficial.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationDeterminants are not independent; knowledge is the basis for many other determinants such as risk perception, attitudes, and skills.
“The various determinants are not independent of each other; we will start with knowledge as the basis for many other determinants, such as risk perception, attitudes, and skills.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bartholomew et al., 2011
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InterpretationreasoningUsing one system for intervention development, description, and coding for meta-analyses will provide a shared vocabulary that facilitates scientific communication.
“Finally, using one system for both intervention development and description on the one hand and coding for meta-analyses on the other hand will provide a shared vocabulary that facilitates scientific communications.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningCoding taxonomies are unfit for intervention development, and the IM taxonomy is unfit for coding in its current form.
“In the same way that coding taxonomies are unfit for intervention development, the taxonomy we just described is unfit for coding in its current form.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningTaxonomies of behaviour change methods must distinguish the specific determinants targeted, the practical applications, and the theory-based methods those applications embody.
“Thus, taxonomies of methods of behaviour change must distinguish the specific determinants that are targeted, practical, specific applications, and the theory-based methods they embody.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningWork remains to integrate coding and development approaches.
“These differences mean that there is still work to be done to integrate these two approaches.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationBefore recent guidelines, reviewers accepted a minimal set of intervention details covering who delivered it, its format, setting, recipients, intensity, duration, and fidelity, and this set was endorsed by Society for Behavioral Medicine members the following year.
“Previously, frustrated reviewers had a very low bar – provider, format, setting, recipient, intensity, duration, and fidelity (Whitlock, Orleans, Pender, & Allan, 2002) – which was endorsed by Society for Behavioral Medicine members the next year (Davidson et al., 2003).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Whitlock, Orleans, Pender, & Allan, 2002
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- cites Davidson et al., 2003
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InterpretationreasoningUsing TIDieR may often still produce descriptions that do not make clear how parameters for effectiveness, population characteristics, and context were respected during translation.
“how the parameters for effectiveness, population characteristics, and context were respected in this translation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisereasoningThree of the twelve TIDieR checklist items can be interpreted as addressing aspects of behaviour change.
“Of the 12 items in the TIDieR checklist, 3 can be taken to deal with the aspects of behaviour change as just described.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hoffmann et al., 2014
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Interpretationnone givenThe strength of evidence for each method varies, new methods can emerge, and evidence can accumulate that some methods are better avoided.
“Also, the strength of the evidence for each method varies, new methods can emerge, and evidence can accumulate that certain methods are better avoided (e.g., threatening communication in populations low in self-efficacy).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningCoding terse intervention descriptions can indicate which methods were used, whether they matched determinants, and whether parameters were preserved, but much information is lost.
“To code the terse intervention descriptions that are currently frequently encountered can provide some indication as to which behaviour change methods were used, whether these matched the targeted determinants, and whether the parameters for effectiveness were preserved during the translation to applications; but much information will have been lost.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCONSORT reporting guidelines have substantially improved the completeness with which randomized controlled trials are reported.
“have had substantial impact on the completeness of reporting of study reports, that is, randomised controlled trials (Turner, Shamseer, Altman, Schulz, & Moher, 2012; Turner, Shamseer, Altman, Weeks, et al., 2012).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Turner, Shamseer, Altman, Schulz, & Moher, 2012
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- cites Turner, Shamseer, Altman, Weeks, et al., 2012
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Interpretationnone givenIndividual behaviour change is almost always embedded in environmental levels, so individual-level methods need to be complemented with environmental-level methods.
“It is important for health promotion planners to realise that individual behaviour change is almost always embedded in one or more environmental levels and that methods for individual change (Tables 1–8) need to be complemented with methods for change at those environmental levels (Tables 9–14).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningReporting a minimal set of intervention characteristics can substantially improve the quality of meta-analyses and other literature syntheses.
“Specifying these characteristics can greatly enhance the quality of our meta-analyses and other literature syntheses.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationEnvironmental-level methods are often bundles of other methods, and many methods are tailored.
“as explained before, methods on the environmental level are often bundles of other methods; and many methods are tailored (see e.g., Mullen, Green, & Persinger, 1985).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Mullen, Green, & Persinger, 1985
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PremisereasoningA behaviour change method must be translated into a practical application that preserves effectiveness parameters and fits the target population, culture, and context in order to be effective.
“(3) it must be translated into a practical application in a way that preserves the parameters for effectiveness and fits with the target population, culture, and context.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Premisenone givenProviding arguments always entails persuasive communication.
“For example, providing arguments always entails persuasive communication;”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA recent knowledge translation initiative illustrates the need for a unified vocabulary.
“A recent initiative to establish such a vocabulary for knowledge translation illustrates the need for such a unified vocabulary (Colquhoun et al., 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Colquhoun et al., 2014
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PremisecitationThe IM taxonomy of behaviour change methods is not new; IM was originally created for intervention development, and its potential as a coding taxonomy was not immediately recognized.
“although IM and its taxonomy of behaviour change methods are not in fact new (Bartholomew et al., 1998), because IM was originally developed as a tool for intervention development, this potential was not immediately apparent (Schaalma & Kok, 2009).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Bartholomew et al., 1998
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- cites Schaalma & Kok, 2009
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The paper relies on this without support.
Lists of behaviour change methods will be used by intervention developers.
“In addition, taxonomies should acknowledge that the lists of behaviour change methods will be used by, and should be used by, intervention developers.”
“taxonomies should acknowledge that the lists of behaviour change methods will be used by, and should be used by, intervention developers.”
The paper relies on this without support.
Scientific literature commonly includes no or only cursory descriptions of the determinants targeted by behaviour change interventions.
“It is very common in descriptions of behaviour change interventions in the scientific literature to include no, or only cursory, descriptions of the determinants targeted by the intervention.”
The paper relies on this without support.
The ultimate goal of any taxonomy is to enhance the quality of intervention development.
“After all, the ultimate goal of any taxonomy is to enhance the quality of intervention development, and this requires that the taxonomy can either be directly used by practitioners to develop interventions, or that it interfaces with a system for intervention development.”
The paper relies on this without support.
Intervention descriptions have lagged behind other aspects of trial reporting.
“Intervention descriptions have been far slower to catch up.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
BCTT can improve intervention designs, enable cross-study analysis, and inform implementation feasibility.
“BCTT can improve intervention designs, enable cross-study analysis, and inform implementation feasibility [64, 68, 69].”
From School-based healthy eating interventions for adolescents aged 10–19 years: an umbrella review (2024) · cites this paper as [69]
The Discussion sections on development versus coding taxonomies say that a taxonomy designed for intervention development can improve design and that consistent descriptions can improve meta-analysis quality. The paper distinguishes those uses from a coding-only taxonomy, which it says is not a good basis for intervention development. Its account of Intervention Mapping includes planning for implementation, but the passages do not establish that the taxonomy informs implementation feasibility. (LLM, conf=0.83)
Experimental — accuracy not yet measuredSeveral resources can inform the use of implementation strategies, including established taxonomies of implementation strategies and behavior change techniques, repositories of systematic reviews, methods for selecting and tailoring implementation strategies, and reporting guidelines that promote replicability.
“Several resources can inform the use of implementation strategies, including established taxonomies of implementation strategies (6, 7, 24, 25) and behavior change techniques (27, 28), repositories of systematic reviews (38, 103, 104), methods for selecting and tailoring implementation strategies (40, 55, 56), and reporting guidelines that promote replicability (4, 98–100).”
From Enhancing the Impact of Implementation Strategies in Healthcare: A Research Agenda (2019) · cites this paper as [28]
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Waltz, T. J., Powell, B. J., Fernández, M. E., Abadie, B., & Damschroder, L. J. (2019) · Implementation Science · doi:10.1186/s13012-019-0892-4 · Cited by 1,136 · see citing works
Self-citationEnhancing the Impact of Implementation Strategies in Healthcare: A Research Agenda
Powell, B. J., Fernandez, M. E., Williams, N. J., Aarons, G. A., Beidas, R. S., Lewis, C. C., McHugh, S. M., & Weiner, B. J. (2019) · Frontiers in Public Health · doi:10.3389/fpubh.2019.00003 · Cited by 775 · see citing works
Leeman, J., Birken, S. A., Powell, B. J., Rohweder, C., & Shea, C. M. (2017) · Implementation Science · doi:10.1186/s13012-017-0657-x · Cited by 544 · see citing works
Teixeira, P. J., Marques, M. M., Silva, M. N., Brunet, J., Duda, J. L., Haerens, L., La Guardia, J., Lindwall, M., Lonsdale, C., Markland, D., et al. (2020) · Motivation Science · doi:10.1037/mot0000172 · Cited by 528 · see citing works
Fernandez, M. E., Ruiter, R. A. C., Markham, C. M., & Kok, G. (2019) · Frontiers in Public Health · doi:10.3389/fpubh.2019.00209 · Cited by 484 · see citing works
Self-citationA systematic review and meta-analysis of psychological interventions to improve mental wellbeing
van Agteren, J., Iasiello, M., Lo, L., Bartholomaeus, J., Kopsaftis, Z., Carey, M., & Kyrios, M. (2021) · Nature Human Behaviour · doi:10.1038/s41562-021-01093-w · Cited by 510 · see citing works
Action, actor, context, target, time (AACTT): a framework for specifying behaviour
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Attitudes, habits, and behavior change
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Borek, A. J., Abraham, C., Greaves, C. J., Gillison, F., Tarrant, M., Morgan-Trimmer, S., McCabe, R., & Smith, J. R. (2019) · Health Psychology Review · doi:10.1080/17437199.2019.1625282 · Cited by 152 · see citing works
Moller, A. C., Merchant, G., Conroy, D. E., West, R., Hekler, E., Kugler, K. C., & Michie, S. (2017) · Journal of Behavioral Medicine · doi:10.1007/s10865-016-9818-7 · Cited by 151 · see citing works
Boyd, M. R., Powell, B. J., Endicott, D., & Lewis, C. C. (2018) · Behavior Therapy · doi:10.1016/j.beth.2017.11.012 · Cited by 137 · see citing works
O'Brien, N., Heaven, B., Teal, G., Evans, E. H., Cleland, C., Moffatt, S., Sniehotta, F. F., White, M., Mathers, J. C., & Moynihan, P. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5790 · Cited by 135 · see citing works
“These conclusions can then be used to inform the development of novel interventions including the features that are most likely to be effective [20,21].”
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“BCTT can improve intervention designs, enable cross-study analysis, and inform implementation feasibility [64, 68, 69].”
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Development of a smoke-free homes intervention for parents: an intervention mapping approach.
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“Change methods describe theory-based behavior change techniques (BCTs) (69) that are believed to influence change objectives (e.g., knowledge increase may be achieved through the change method psychoeducation) (69).”
BackgroundMethodInfluential
- Authors
- Kok, G., Gottlieb, N. H., Peters, G.-J. Y., Mullen, P. D., Parcel, G. S., Ruiter, R. A. C., Fernández, M. E., Markham, C., & Bartholomew, L. K.
- Affiliations
- Maastricht University (NL)
- Corresponding author
- Kok, Gerjo
- ORCID
- Venue
- Health Psychology Review
- Publisher
- Informa UK Limited
- Published
- 2015-10-15
- Volume
- 10
- Issue
- 3
- Pages
- 297-312
- ISSN
- 1743-7199 (ISSN-L)
- 1743-7202
- PMC
- PMC4975080
- OpenAlex
- W1847439038
- Cited by
- 1,137
- References
- 96
- Citations by year
- 2026: 68 · 2025: 105 · 2024: 134 · 2023: 132 · 2022: 190 · 2021: 122 · 2020: 151 · 2019: 74 · 2018: 65 · 2017: 62 · 2016: 31 · 2015: 1 · 2012: 1
- FWCI
- 85.75
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by
- Locations
- Health Psychology Review (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Research Publications (Maastricht University) (publishedVersion, cc-by)
- DSpace (Open University in the Netherlands) (submittedVersion, cc-by-nc-nd)
- DSpace (Open University in the Netherlands) (submittedVersion, other-oa)
- Research Publications (Maastricht University) (submittedVersion, other-oa)
- Funders
- National Cancer Institute (R01CA163526)
- Topics
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Social Sciences › Psychology › Developmental and Educational Psychology › Behavioral and Psychological Studies
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Keywords
- intervention mapping, method effectiveness, intervention development, meta-analysis of interventions, behavioral factors
- MeSH terms
- Behavior Therapy, Humans, Research Design, Health Behavior
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