Cited by 1,137Behavioral Health and InterventionsBehavioral and Psychological StudiesHealth Policy Implementation Science

A taxonomy of behaviour change methods: an Intervention Mapping approach

Open access
Kok, Gerjo, Gottlieb, Nell H., Peters, Gjalt-Jorn Y., Mullen, Patricia Dolan, Parcel, Guy S., Ruiter, Robert A.C., Fernández, María E., Markham, Christine +1 more·2016·Health Psychology Review

Abstract

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.

Integrity signals

Registry

Crossref · 10.1080/17437199.2015.1077155

Cites

96 of 96 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 46 cited sources checked · 0 supported · 0 flagged

  • 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

      Not checked in the free run.

    • cites Peters et al., 2015

      Not checked in the free run.

  • 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

      Not checked in the free run.

    • cites Schaafsma et al., 2013

      Not checked in the free run.

    • cites Godin et al., 2007

      Not checked in the free run.

  • 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

      Not checked in the free run.

  • 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.
  • 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

      Not checked in the free run.

    • cites Peters et al., 2015

      Not checked in the free run.

  • Classified as probably not a substantial claim. 38
  • May combine two claims. 19
  • The quote only partly states this claim. 3
  • Probably not a substantial claim: may not pass S4 (based).

    Findingreasoning

    Theory-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 claim
  • May combine two claims.

    Premisecitation

    Coding 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

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Goal 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Without 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).

    Interpretationreasoning

    Taxonomies 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 claim
  • May combine two claims.

    Premisenone given

    Implementation 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 claim
  • May combine two claims.

    Premisecitation

    Environmental 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

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    In 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 claim
  • Classified as probably not a substantial claim. The quote only partly states this claim.

    Interpretationreasoning

    Using 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 claim
  • May combine two claims.

    Premisecitation

    Fear 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

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Interpretationcitation

    The 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

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    TIDieR 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

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Parameters 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 claim
  • May combine two claims.

    Premisecitation

    The 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

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    Such 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    A 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 claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    These 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The 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 claim
  • The quote only partly states this claim.

    Interpretationreasoning

    Using 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 claim
  • Classified as probably not a substantial claim.

    Premisenone given

    A 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Risk perception is a specific part of attitude.

    “Risk perception in turn is a specific part of attitude.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    A 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    Both 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 claim
  • May combine two claims.

    Premisereasoning

    The 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

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    In 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 claim
  • Classified as probably not a substantial claim.

    Premisenone given

    Theory-based methods and practical applications are distinct constructs.

    “explicated the related distinction between theory-based methods and practical applications”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    Distinguishing 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    There 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).

    Interpretationreasoning

    Methods 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Coding 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Working 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 claim
  • May combine two claims.

    Premisecitation

    Determinants 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

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Using 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 claim
  • May combine two claims.

    Interpretationreasoning

    Coding 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Taxonomies 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    Work 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Before 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

      Not checked in the free run.

    • cites Davidson et al., 2003

      Not checked in the free run.

  • Classified as probably not a substantial claim. The quote only partly states this claim.

    Interpretationreasoning

    Using 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisereasoning

    Three 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

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    The 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    Coding 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CONSORT 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

      Not checked in the free run.

    • cites Turner, Shamseer, Altman, Weeks, et al., 2012

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Individual 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning

    Reporting 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Environmental-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

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Premisereasoning

    A 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Premisenone given

    Providing arguments always entails persuasive communication.

    “For example, providing arguments always entails persuasive communication;”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A 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

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The 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

      Not checked in the free run.

    • cites Schaalma & Kok, 2009

      Not checked in the free run.

49 of 49
  • 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.”
4 of 4

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 measured
  • Several 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).”

Cites

Flagged first, then by citations

Research works printed but not linked: 51

  1. Aronson E., 2011, The social animal
  2. Bandura A., 1986, Social foundations of thought and action: A social cognitive theory
  3. Bartholomew L. K., 2016, Planning health promotion programs: An intervention mapping approach
  4. Bartholomew L. K., 2001, Intervention mapping: Designing theory and evidence-based health promotion programs
  5. Bartholomew L. K., 2006, Intervention mapping: Designing theory and evidence-based health promotion programs
  6. Bartholomew L. K., 2011, Planning health promotion programs: An intervention mapping approach
  7. Butterfoss F. D., 2007, Coalitions and partnerships in community health
  8. Butterfoss F. D., 2009, Emerging theories in health promotion practice and research, 237
  9. Butterfoss F. D., 2008, Health behavior and health education: Theory, research, and practice, 335
  10. Cummings T. G., 2015, Organization development and change
  11. De Ridder D., 2014, The European Health Psychologist, 16, 2
  12. Evans R. I., 1984, Behavioral health: A handbook of health enhancement and disease prevention, 765
  13. Fishbein M., 2010, Predicting and changing behavior: The reasoned action approach
  14. Forsyth D. R., 2014, Group dynamics
  15. Freire P., 1973, Education for critical consciousness
  16. Freire P., 1973, Pedagogy of the oppressed
  17. Godin G., 2007, Global Health Promotion, 138
  18. Harkin B., Psychological Bulletin
  19. Holt-Lunstad J., 2015, Health behavior: Theory, research and practice, 183
  20. Jones G. R., 2004, Organizational theory, design, and change
  21. Kazdin A. E., 2008, Behavior modification in applied settings
  22. Kelder S., 2015, Health behavior: Theory, research, and practice, 159
  23. Khan L. K., 2009, Morbidity and Mortality Weekly Report, 58, 1
  24. Kok G., 2014, European Health Psychologist, 16, 156
  25. Kools M., 2011, Writing health communication: An evidence-based guide, 43
  26. Longest B. B., 2006, Health policymaking in the United States
  27. Marlatt G. A., 2005, Relapse prevention; maintenance strategies in the treatment of addictive behaviors
  28. McAlister A., 2008, Health behavior and health education: Theory, research, and practice, 169
  29. McGuire W. J., 2012, Public communication campaigns, 133
  30. Miller W. R., 2012, Motivational interviewing
  31. Peters G.-J. Y., 2014, European Health Psychologist, 16, 142
  32. Peters G.-J. Y., 2012, The European Health Psychologist, 14, 77
  33. Petty R. E., 2009, Emerging theories in health promotion practice and research, 185
  34. Petty R. E., 2010, Advanced social psychology: The state of the science, 217
  35. Prochaska J. O., 2015, Health behavior: Theory, research, and practice, 125
  36. Robbins S. J., 2001, Psychology of learning and behavior
  37. Rogers E. M., 2003, Diffusion of innovations
  38. Rothman J., 2004, Strategies of community organisation: A book of readings, 25
  39. Sabatier P. A., 2003, The nation's health, 143
  40. Skinner C. S., 2015, Health behavior: Theory, research, and practice, 131
  41. Smith R. M., 2008, Conquering the content: A step-by-step guide to web-based course development
  42. Steen R. G., 2007, The evolving brain: The known and the unknown
  43. Valente T., 2015, Health behavior: Theory, research and practice, 204
  44. Wallack L., 2008, Community organizing and community building for health, 419
  45. Wallack L., 1993, Media advocacy and public health: Power for prevention
  46. Wallerstein N., 2015, Health behavior: Theory, research, and practice, 277
  47. Wallerstein N., 2004, Community organizing and community building for health, 218
  48. Weinstein N. D., 2008, Health behavior and health education: Theory, research, and practice, 123
  49. World Health Organization Regional Office for Europe, 2002, Community participation in local health and sustainable development: Approaches and techniques
  50. Wright P., 2011, Writing health communication: An evidence-based guide, 63
  51. Zahariadis N., 2007, Theories of the policy process, 65

Cited by

Sorted by citations

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
Venue
Health Psychology Review
Published
2015-10-15
Volume
10
Issue
3
Pages
297-312
ISSN
  • 1743-7199 (ISSN-L)
  • 1743-7202
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
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

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review