The DAFNE plus programme for sustained type 1 diabetes self management: Intervention development using the Behaviour Change Wheel
Open accessAbstract
AIMS: Self-management programmes for type 1 diabetes, such as the UK's Dose Adjustment for Normal Eating (DAFNE), improve short-term clinical outcomes but difficulties maintaining behavioural changes attenuate long-term impact. This study used the Behaviour Change Wheel (BCW) framework to revise the DAFNE intervention to support sustained behaviour change. METHODS: A four-step method was based on the BCW intervention development approach: (1) Identifying self-management behaviours and barriers/enablers to maintain them via stakeholder consultation and evidence synthesis, and mapping barriers/enablers to the Capability, Opportunity, Motivation-Behaviour (COM-B) model. (2) Specifying behaviour change techniques (BCTs) in the existing DAFNE intervention using the Behaviour Change Techniques Taxonomy (BCTTv1). (3) Identifying additional BCTs to target the barriers/enablers using the BCW and BCTTv1. (4) Parallel stakeholder consultation to generate recommendations for intervention revision. Revised materials were co-designed by stakeholders (diabetologists, psychologists, specialist nurses and dieticians). RESULTS: In all, 34 barriers and 5 enablers to sustaining self-management post-DAFNE were identified. The existing DAFNE intervention contained 24 BCTs, which partially addressed the enablers. In all, 27 BCTs were added, including 'Habit formation', 'Credible source' and 'Conserving mental resources'. In total, 15 stakeholder-agreed recommendations for content and delivery were incorporated into the final DAFNEplus intervention, comprising three co-designed components: (1) face-to-face group learning course, (2) individual structured follow-up sessions and (3) technological support, including blood glucose data management. CONCLUSIONS: This method provided a systematic approach to specifying and revising a behaviour change intervention incorporating stakeholder input. The revised DAFNEplus intervention aims to support the maintenance of behavioural changes by targeting barriers and enablers to sustaining self-management behaviours.
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Teaching people with diabetes to balance insulin use and carbohydrate intake and physical activity are necessary, but these strategies are not always sufficient for prevention.
“Teaching people with diabetes to balance insulin use and carbohydrate intake and physical activity are necessary, but these strategies are not always sufficient for prevention (77,(103)(104)(105).”
From 6. Glycemic Targets: <i>Standards of Care in Diabetes—2023</i> (2023) · cites this paper as [103]
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Cites
(1993) · New England Journal of Medicine · doi:10.1056/nejm199309303291401 · Cited by 24,667 · 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
Self-citationDeveloping and evaluating complex interventions: the new Medical Research Council guidance
Craig, P., Dieppe, P., Macintyre, S., Michie, S., Nazareth, I., & Petticrew, M. (2008) · BMJ · doi:10.1136/bmj.a1655 · Cited by 10,995 · see citing works
Self-citationMichie, 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
Self-citationEffectiveness of Self-Management Training in Type 2 Diabetes
Norris, S. L., Engelgau, M. M., & Venkat Narayan, K. M. (2001) · Diabetes Care · doi:10.2337/diacare.24.3.561 · Cited by 1,846 · see citing works
Michie, S., Johnston, M., Francis, J., Hardeman, W., & Eccles, M. (2008) · Applied Psychology · doi:10.1111/j.1464-0597.2008.00341.x · Cited by 1,789 · see citing works
Self-citationNational Standards for Diabetes Self-Management Education
Funnell, M. M., Brown, T. L., Childs, B. P., Haas, L. B., Hosey, G. M., Jensen, B., Maryniuk, M. D., Peyrot, M. F., Piette, J. D., Reader, D., et al. (2008) · Diabetes Care · doi:10.2337/dc09-s087 · Cited by 1,348 · see citing works
Writing Team for the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications Research Group (2003) · JAMA · doi:10.1001/jama.290.16.2159 · Cited by 1,010 · see citing works
Specifying and reporting complex behaviour change interventions: the need for a scientific method
Michie, S., Fixsen, D., Grimshaw, J. M., & Eccles, M. P. (2009) · Implementation Science · doi:10.1186/1748-5908-4-40 · Cited by 976 · see citing works
Self-citationThe assessment, monitoring, and enhancement of treatment fidelity in public health clinical trials
Borrelli, B. (2011) · Journal of Public Health Dentistry · doi:10.1111/j.1752-7325.2011.00233.x · Cited by 970 · see citing works
Amiel, S. A., Beveridge, S., Bradley, C., Gianfrancesco, C., Heller, S. R., James, P., McKeown, N., Newton, D. F., Newton, L. D., Oliver, L., et al. (2002) · Deakin Research Online (Deakin University) · Cited by 723 · see citing works
Self-citationNational Standards for Diabetes Self-Management Education
Funnell, M. M., Brown, T. L., Childs, B. P., Haas, L. B., Hosey, G. M., Jensen, B., Maryniuk, M. D., Peyrot, M. F., Piette, J. D., Reader, D., et al. (2007) · Diabetes Care · doi:10.2337/dc08-s097 · Cited by 494 · see citing works
Diabetes structured self-management education programmes: a narrative review and current innovations
Chatterjee, S., Davies, M. J., Heller, S., Speight, J., Snoek, F. J., & Khunti, K. (2018) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(17)30239-5 · Cited by 372 · see citing works
Self-citationMovsisyan, A., Arnold, L., Evans, R., Hallingberg, B., Moore, G., O’Cathain, A., Pfadenhauer, L. M., Segrott, J., & Rehfuess, E. (2019) · Implementation Science · doi:10.1186/s13012-019-0956-5 · Cited by 331 · see citing works
Barriers to self‐management of diabetes
Ahola, A. J., & Groop, P. (2012) · Diabetic Medicine · doi:10.1111/dme.12105 · Cited by 291 · see citing works
Hopkins, D., Lawrence, I., Mansell, P., Thompson, G., Amiel, S., Campbell, M., & Heller, S. (2012) · Diabetes Care · doi:10.2337/dc11-1579 · Cited by 265 · see citing works
Self-citationClarke, D. J., Jones, F., Harris, R. G., & Robert, G. (2017) · BMJ Open · doi:10.1136/bmjopen-2016-014650 · Cited by 178 · see citing works
Speight, J., Amiel, S. A., Bradley, C., Heller, S., Oliver, L., Roberts, S., Rogers, H., Taylor, C., & Thompson, G. (2010) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2010.03.017 · Cited by 160 · see citing works
Self-citationThe Nominal Group Technique: Expanding the Basic Procedure and Underlying Assumptions
Bartunek, J. M., & Murninghan, J. K. (1984) · Group & Organization Studies · doi:10.1177/105960118400900307 · Cited by 110 · see citing works
How to use education as an intervention in osteoarthritis
Barlow, J. H. (2001) · Best Practice & Research Clinical Rheumatology · doi:10.1053/berh.2001.0172 · Cited by 98 · see citing works
Schmitt, A., Reimer, A., Kulzer, B., Haak, T., Gahr, A., & Hermanns, N. (2014) · Diabetic Medicine · doi:10.1111/dme.12553 · Cited by 88 · see citing works
Steinmo, S., Michie, S., Fuller, C., Stanley, S., Stapleton, C., & Stone, S. P. (2015) · Implementation Science · doi:10.1186/s13012-016-0376-8 · Cited by 87 · see citing works
Self-citationSteffes, M. W., Molitch, M. E., Chavers, B. M., et al. (2003) · JAMA · Cited by 64 · see citing works
the UK NIHR DAFNE Study Group, Rankin, D., Cooke, D. D., Elliott, D., Heller, S. R., & Lawton, J. (2012) · BMC Public Health · doi:10.1186/1471-2458-12-652 · Cited by 62 · see citing works
Self-citationSustained type 1 diabetes self‐management: Specifying the behaviours involved and their influences
Hamilton, K., Fay, S. H., Chadwick, P., Lorencatto, F., de Zoysa, N., Gianfrancesco, C., Taylor, C., Coates, E. J., Breckenridge, J. P., Cooke, D. D., et al. (2020) · Diabetic Medicine · doi:10.1111/dme.14430 · Cited by 62 · see citing works
Self-citationGunn, D., & Mansell, P. (2011) · Diabetic Medicine · doi:10.1111/j.1464-5491.2011.03525.x · Cited by 56 · see citing works
Lawton, J., Rankin, D., Cooke, D. D., Elliott, J., Amiel, S. A., Heller, S. R., & for the UK NIHR DAFNE Study Group (2012) · Diabetic Medicine · doi:10.1111/dme.12007 · Cited by 54 · see citing works
Self-citationCampbell, F., Lawton, J., Rankin, D., Clowes, M., Coates, E., Heller, S., de Zoysa, N., Elliott, J., & Breckenridge, J. P. (2018) · BMC Health Services Research · doi:10.1186/s12913-018-3655-z · Cited by 53 · see citing works
Self-citationRankin, D., Cooke, D. D., Clark, M., Heller, S. R., Elliott, D., Lawton, J., & for the UK NIHR DAFNE Study Group (2011) · Diabetic Medicine · doi:10.1111/j.1464-5491.2011.03243.x · Cited by 45 · see citing works
Self-citationCasey, D., Murphy, K., Lawton, J., White, F. F., & Dineen, S. (2011) · BMC Public Health · doi:10.1186/1471-2458-11-672 · Cited by 30 · see citing works
Elliott, D., Rankin, D., Jacques, R., Lawton, J., Emery, C., Campbell, M. J., Dixon, S., & Heller, S. R. (2014) · Diabetic Medicine · doi:10.1111/dme.12621 · Cited by 27 · see citing works
Self-citationBreckenridge, J. P., Gianfrancesco, C., de Zoysa, N., Lawton, J., Rankin, D., & Coates, E. J. (2018) · Pilot and Feasibility Studies · doi:10.1186/s40814-018-0314-4 · Cited by 27 · see citing works
Self-citationWitteman, H. O., Presseau, J., Angl, E. N., Jokhio, I., Schwalm, J., Grimshaw, J., Bosiak, B., Natarajan, M. K., & Ivers, N. M. (2017) · JMIR Human Factors · doi:10.2196/humanfactors.6502 · Cited by 26 · see citing works
Cooke, D. D., Bond, R., Lawton, J., Rankin, D., Heller, S. R., Clark, M., & Speight, J. (2015) · Journal of Behavioral Medicine · doi:10.1007/s10865-015-9649-y · Cited by 15 · see citing works
Self-citationPsychological aspects of diabetes management
Davies, M. (2010) · Medicine · doi:10.1016/j.mpmed.2010.08.001 · Cited by 14 · see citing works
Psychological aspects of diabetes management
Davies, M. (2014) · Medicine · doi:10.1016/j.mpmed.2014.10.003 · Cited by 8 · see citing works
DAFNEplus cluster randomised controlled trial
Phillips, P. (2018) · http://isrctn.com/ · doi:10.1186/isrctn42908016 · Cited by 3 · see citing works
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Research works printed but not linked: 1
- Mansell P. The Dose Adjustment for Normal Eating (DAFNE) ed- ucation programme. J Diabetes Nurs. 2012;16(9):364-369.
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6. Glycemic Targets: <i>Standards of Medical Care in Diabetes—2022</i>
American Diabetes Association Professional Practice Committee (2022) · Diabetes Care · doi:10.2337/dc22-s006 · Cited by 1,403 · see citing works
6. Glycemic Targets: <i>Standards of Care in Diabetes—2023</i>
ElSayed, N. A., Aleppo, G., Aroda, V. R., Bannuru, R. R., Brown, F. M., Bruemmer, D., Collins, B. S., Hilliard, M. E., Isaacs, D., Johnson, E. L., et al. (2023) · Diabetes Care · doi:10.2337/dc23-s006 · Cited by 684 · see citing works
- Authors
- Stanton‐Fay, S. H., Hamilton, K., Chadwick, P. M., Lorencatto, F., Gianfrancesco, C., de Zoysa, N., Coates, E., Cooke, D., McBain, H., Heller, S. R., Michie, S., & the DAFNEplus study group
- Affiliations
- Clinical, Health and Educational Psychology/Centre for Behaviour Change University College London London United Kingdom of Great Britain and Northern Ireland
- University College London (GB)
- Sheffield Teaching Hospitals NHS Foundation Trust (GB)
- Diabetes Centre King’s College Hospital London United Kingdom of Great Britain and Northern Ireland
- University of Sheffield (GB)
- University of Surrey (GB)
- City, University of London (GB)
- ORCID
- Venue
- Diabetic Medicine
- Publisher
- Wiley
- Published
- 2021-03-10
- Volume
- 38
- Issue
- 5
- Pages
- e14548-e14548
- ISSN
- 0742-3071 (ISSN-L)
- 1464-5491
- OpenAlex
- W3133222905
- Cited by
- 33
- References
- 38
- Citations by year
- 2026: 2 · 2025: 8 · 2024: 10 · 2023: 3 · 2022: 5 · 2021: 5
- FWCI
- 4.29
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Diabetic Medicine (publishedVersion, cc-by)
- PubMed (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- UCL Discovery (University College London) (submittedVersion, cc-by)
- Figshare (submittedVersion, cc-by)
- Funders
- Programme Grants for Applied Research (RP‐PG‐0514‐20013)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- type 1 diabetes, diabetes self-management, Behaviour Change Wheel, COM-B model, behaviour change techniques, intervention development, maintenance of behaviour change, barriers and facilitators, co-design, stakeholder consultation, habit formation
- MeSH terms
- Psychosocial Support Systems, Self-Management, Behavior Therapy, Communication Barriers, Delivery of Health Care, Diabetes Mellitus, Type 1, Humans, Motivation, Patient Education as Topic, Patient Participation, Risk Reduction Behavior
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