AIMD - a validated, simplified framework of interventions to promote and integrate evidence into health practices, systems, and policies
Open accessAbstract
BACKGROUND: Proliferation of terms describing the science of effectively promoting and supporting the use of research evidence in healthcare policy and practice has hampered understanding and development of the field. To address this, an international Terminology Working Group developed and published a simplified framework of interventions to promote and integrate evidence into health practices, systems, and policies. This paper presents results of validation work and a second international workgroup meeting, culminating in the updated AIMD framework [Aims, Ingredients, Mechanism, Delivery]. METHODS: Framework validity was evaluated against terminology schemas (n = 51); primary studies (n = 37); and reporting guidelines (n = 10). Framework components were independently categorized as fully represented, partly represented, or absent by two researchers. Opportunities to refine the framework were systematically recorded. A meeting of the expanded international Terminology Working Group updated the framework by reviewing and deliberating upon validation findings and refinement proposals. RESULTS: There was variation in representativeness of the components across the three types of literature, in particular for the component 'causal mechanisms'. Analysis of primary studies revealed that representativeness of this concept lowered from 92 to 68% if only explicit, rather than explicit and non-explicit references to causal mechanisms were included. All components were very well represented in reporting guidelines, however the level of description of these was lower than in other types of literature. Twelve opportunities were identified to improve the framework, 9 of which were operationalized at the meeting. The updated AIMD framework comprises four components: (1) Aims: what do you want your intervention to achieve and for whom? (2) Ingredients: what comprises the intervention? (3) Mechanisms: how do you propose the intervention will work? and (4) Delivery: how will you deliver the intervention? CONCLUSIONS: The draft simplified framework was validated with reference to a wide range of relevant literature and improvements have enhanced useability. The AIMD framework could aid in the promotion of evidence into practice, remove barriers to understanding how interventions work, enhance communication of interventions and support knowledge synthesis. Future work needs to focus on developing and testing resources and educational initiatives to optimize use of the AIMD framework in collaboration with relevant end-user groups.
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A number of reporting guidelines could be leveraged to improve descriptions of strategies.
“A number of reporting guidelines could be leveraged to improve descriptions of strategies (4, 96–100).”
From Enhancing the Impact of Implementation Strategies in Healthcare: A Research Agenda (2019) · cites this paper as [97]
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Cites
The Measurement of Observer Agreement for Categorical Data
Landis, J. R., & Koch, G. G. (1977) · Biometrics · doi:10.2307/2529310 · Cited by 81,148 · see citing works
Damschroder, L. J., Aron, D. C., Keith, R. E., Kirsh, S. R., Alexander, J. A., & Lowery, J. C. (2009) · Implementation Science · doi:10.1186/1748-5908-4-50 · Cited by 14,496 · see citing works
Michie, S., van Stralen, M. M., & West, R. (2011) · Implementation Science · doi:10.1186/1748-5908-6-42 · Cited by 13,697 · see citing works
Hoffmann, T. C., Glasziou, P. P., Boutron, I., Milne, R., Perera, R., Moher, D., Altman, D. G., Barbour, V., Macdonald, H., Johnston, M., et al. (2014) · BMJ · doi:10.1136/bmj.g1687 · Cited by 10,548 · see citing works
Michie, S., Richardson, M., Johnston, M., Abraham, C., Francis, J., Hardeman, W., Eccles, M. P., Cane, J., & Wood, C. E. (2013) · Annals of Behavioral Medicine · doi:10.1007/s12160-013-9486-6 · Cited by 7,629 · see citing works
Consort 2010 statement: extension to cluster randomised trials
Campbell, M. K., Piaggio, G., Elbourne, D. R., Altman, D. G., & for the CONSORT Group (2012) · BMJ · doi:10.1136/bmj.e5661 · Cited by 3,510 · see citing works
Des Jarlais, D. C., Lyles, C., Crepaz, N., & the TREND Group (2004) · American Journal of Public Health · doi:10.2105/ajph.94.3.361 · Cited by 2,817 · see citing works
Self-citationBoutron, I., Moher, D., Altman, D. G., Schulz, K. F., Ravaud, P., & for the CONSORT Group* (2008) · Annals of Internal Medicine · doi:10.7326/0003-4819-148-4-200802190-00008 · Cited by 2,292 · see citing works
Improving the reporting of pragmatic trials: An extension of the CONSORT statement
Zwarenstein, M., Treweek, S., Gagnier, J. J., Altman, D. G., Tunis, S., Haynes, B., Oxman, A. D., Moher, D., & groups, F. T. C. A. P. T. I. H. (. (2008) · BMJ · doi:10.1136/bmj.a2390 · Cited by 1,813 · see citing works
A taxonomy of behaviour change methods: an Intervention Mapping approach
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. (2016) · Health Psychology Review · doi:10.1080/17437199.2015.1077155 · Cited by 1,137 · see citing works
The effect of financial incentives on the quality of health care provided by primary care physicians
Scott, A., Sivey, P., Ait Ouakrim, D., Willenberg, L., Naccarella, L., Furler, J., & Young, D. (2011) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008451.pub2 · Cited by 568 · see citing works
Ogrinc, G. S., Mooney, S. E., Estrada, C. A., Foster, T. C., Goldmann, D. A., Hall, L. W., Huizinga, M. M., Liu, S. K., Mills, P. D., Neily, J. B., et al. (2008) · BMJ Quality & Safety · doi:10.1136/qshc.2008.029058 · Cited by 443 · see citing works
Toward a Unified Validation Framework in Mixed Methods Research
Dellinger, A. B., & Leech, N. L. (2007) · Journal of Mixed Methods Research · doi:10.1177/1558689807306147 · Cited by 349 · see citing works
McKibbon, K. A., Lokker, C., Wilczynski, N. L., Ciliska, D., Dobbins, M., Davis, D. A., Haynes, R. B., & Straus, S. E. (2010) · Implementation Science · doi:10.1186/1748-5908-5-16 · Cited by 345 · see citing works
Self-citationSystematic review of knowledge translation strategies in the allied health professions
Scott, S. D., Albrecht, L., O’Leary, K., Ball, G. D., Hartling, L., Hofmeyer, A., Jones, C. A., Klassen, T. P., Burns, K. K., Newton, A. S., et al. (2012) · Implementation Science · doi:10.1186/1748-5908-7-70 · Cited by 331 · see citing works
Möhler, R., Köpke, S., & Meyer, G. (2015) · Trials · doi:10.1186/s13063-015-0709-y · Cited by 317 · see citing works
The effectiveness of knowledge translation strategies used in public health: a systematic review
LaRocca, R. L., Yost, J., Dobbins, M., Ciliska, D. K., & Butt, M. L. (2012) · BMC Public Health · doi:10.1186/1471-2458-12-751 · Cited by 299 · see citing works
Albrecht, L., Archibald, M., Arseneau, D., & Scott, S. D. (2013) · Implementation Science · doi:10.1186/1748-5908-8-52 · Cited by 252 · see citing works
A systematic review of the use of theory in randomized controlled trials of audit and feedback
Colquhoun, H. L., Brehaut, J. C., Sales, A., Ivers, N., Grimshaw, J., Michie, S., Carroll, K., Chalifoux, M., & Eva, K. W. (2013) · Implementation Science · doi:10.1186/1748-5908-8-66 · Cited by 231 · see citing works
Self-citationPseudoinnovation: the development and spread of healthcare quality improvement methodologies
Walshe, K. (2009) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzp012 · Cited by 208 · see citing works
A Framework for Enhancing the Value of Research for Dissemination and Implementation
Neta, G., Glasgow, R. E., Carpenter, C. R., Grimshaw, J. M., Rabin, B. A., Fernandez, M. E., & Brownson, R. C. (2015) · American Journal of Public Health · doi:10.2105/ajph.2014.302206 · Cited by 205 · see citing works
Self-citationColquhoun, H., Leeman, J., Michie, S., Lokker, C., Bragge, P., Hempel, S., McKibbon, K. A., Peters, G.-J. Y., Stevens, K. R., Wilson, M. G., et al. (2014) · Implementation Science · doi:10.1186/1748-5908-9-51 · Cited by 180 · see citing works
Self-citationDissemination and Implementation Research on Community-Based Cancer Prevention
Rabin, B. A., Glasgow, R. E., Kerner, J. F., Klump, M. P., & Brownson, R. C. (2010) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2009.12.035 · Cited by 172 · see citing works
Murthy, L., Shepperd, S., Clarke, M. J., Garner, S. E., Lavis, J. N., Perrier, L., Roberts, N. W., & Straus, S. E. (2012) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd009401.pub2 · Cited by 155 · see citing works
Developing a theory‐based taxonomy of methods for implementing change in practice
Leeman, J., Baernholdt, M., & Sandelowski, M. (2007) · Journal of Advanced Nursing · doi:10.1111/j.1365-2648.2006.04207.x · Cited by 120 · see citing works
Perrier, L., Mrklas, K., Lavis, J. N., & Straus, S. E. (2011) · Implementation Science · doi:10.1186/1748-5908-6-43 · Cited by 91 · see citing works
Flodgren, G., Deane, K., Dickinson, H. O., Kirk, S., Alberti, H., Beyer, F. R., Brown, J. G., Penney, T. L., Summerbell, C. D., & Eccles, M. P. (2010) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd000984.pub2 · Cited by 90 · see citing works
Reporting standards for studies of tailored interventions
Harrington, N. G., & Noar, S. M. (2011) · Health Education Research · doi:10.1093/her/cyr108 · Cited by 74 · see citing works
Lokker, C., McKibbon, K. A., Colquhoun, H., & Hempel, S. (2015) · Implementation Science · doi:10.1186/s13012-015-0220-6 · Cited by 67 · see citing works
Self-citationApproaches to the validation of quality frameworks for e‐learning
Inglis, A. (2008) · Quality Assurance in Education · doi:10.1108/09684880810906490 · Cited by 66 · see citing works
Mauger, B., Marbella, A. M., Pines, E., Chopra, R., Black, E. R., & Aronson, N. (2014) · American Journal of Infection Control · doi:10.1016/j.ajic.2014.05.031 · Cited by 63 · see citing works
A tool to analyze the transferability of health promotion interventions
Cambon, L., Minary, L., Ridde, V., & Alla, F. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-1184 · Cited by 62 · see citing works
McKibbon, K. A., Lokker, C., Wilczynski, N. L., Haynes, R. B., Ciliska, D., Dobbins, M., Davis, D. A., & Straus, S. E. (2012) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2011.10.014 · Cited by 37 · see citing works
Self-citationInterventions for reducing wrong-site surgery and invasive procedures
Mahar, P. D., Wasiak, J., Batty, L. M., Fowler, S., Cleland, H. J., & Gruen, R. L. (2012) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd009404.pub2 · Cited by 34 · see citing works
Addicted to constructs: science in reverse?
Larsen, K. R. T., Voronovich, Z. A., Cook, P. F., & Pedro, L. W. (2013) · Addiction · doi:10.1111/add.12227 · Cited by 33 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [3]Tabak RG Khoong EC Chambers DA Brownson RC Bridging research and practice: models for dissemination and implementation research Am J Prev Med 2012 43 3 337 350 10.1016/j.amepre.2012.05.024 22898128 PMC3592983 · DOI · Paper page
- [22]Ioannidis JP Lau J Evidence on interventions to reduce medical errors: an overview and recommendations for future research J Gen Intern Med 2001 16 5 325 334 10.1046/j.1525-1497.2001.00714.x 11359552 PMC1495210 · DOI
Cited by
Sorted by citations
The updated consolidated framework for implementation research based on user feedback
Damschroder, L. J., Reardon, C. M., Widerquist, M. A. O., & Lowery, J. (2022) · Implementation Science · doi:10.1186/s13012-022-01245-0 · Cited by 4,452 · see citing works
Traumatic brain injury: integrated approaches to improve prevention, clinical care, and research
Maas, A. I. R., Menon, D. K., Adelson, P. D., Andelic, N., Bell, M. J., Belli, A., Bragge, P., Brazinova, A., Büki, A., Chesnut, R. M., et al. (2017) · The Lancet Neurology · doi:10.1016/s1474-4422(17)30371-x · Cited by 2,609 · 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
- Authors
- The AIMD Writing/Working Group, Bragge, P., Grimshaw, J. M., Lokker, C., & Colquhoun, H.
- Affiliations
- Monash University (AU)
- University of Ottawa (CA)
- University of Toronto (CA)
- Corresponding author
- Bragge, Peter
- Venue
- BMC Medical Research Methodology
- Published
- 2017-03-04
- Volume
- 17
- Issue
- 1
- Pages
- 38-38
- ISSN
- 1471-2288 (ISSN-L)
- PMC
- PMC5336675
- OpenAlex
- W2593623602
- Cited by
- 80
- References
- 35
- Citations by year
- 2026: 7 · 2025: 6 · 2024: 16 · 2023: 6 · 2022: 18 · 2021: 12 · 2020: 4 · 2019: 4 · 2018: 2 · 2017: 4 · 2016: 1
- FWCI
- 6.18
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- BMC Medical Research Methodology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, public-domain)
- UCL Discovery (University College London) (submittedVersion, cc-by)
- TSpace (University of Toronto) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- uO Research (University of Ottawa) (submittedVersion, public-domain)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, public-domain)
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- Canadian Institutes of Health Research (FRN#88368)
- KT Canada
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Health Sciences › Health Professions › General Health Professions › Health Sciences Research and Education
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Clinical practice guidelines implementation
- Keywords
- evidence-based practice, evidence integration, intervention framework, causal mechanisms, intervention delivery, terminology validation, reporting guidelines, health policy, knowledge translation
- MeSH terms
- Communication, Cooperative Behavior, Health Policy, Humans, Quality of Health Care, Qualitative Research
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