Skip to main content
Top
Published in: BMC Health Services Research 1/2018

Open Access 01-12-2018 | Research article

Improving medication adherence in stroke survivors: the intervention development process

Authors: Elise Crayton, Alison J Wright, Mark Ashworth

Published in: BMC Health Services Research | Issue 1/2018

Login to get access

Abstract

Background

Medications targeting stroke risk factors have shown good efficacy, yet adherence is suboptimal. A lack of underlying theory may contribute to the ineffectiveness of eliciting or sustaining behaviour change in many existing interventions targeting medication adherence in stroke. Intervention effectiveness and implementation could be enhanced by consideration of evidence base and theory to drive development. The purpose of this study is to identify appropriate components for a theory-driven and evidence-based medication adherence intervention for stroke survivors.

Methods

The Behaviour Change Wheel (BCW), a guide to intervention development, informed our systematic process of intervention development. Our earlier systematic review had identified important determinants of medication adherence that were mapped into the Theoretical Domains Framework (TDF), with Knowledge, Beliefs about consequences and Emotions found to be more influential. Utilising the BCW facilitated selection of intervention options and behaviour change techniques (BCTs); the active ingredients within an intervention. To further refine BCT selection, APEASE criteria were employed, allowing evaluation of potential BCTs within context: The National Health Service (NHS), United Kingdom (UK).

Results

Five intervention functions (Education, Persuasion, Training, Environmental Restructuring and Enablement) and five policy categories (Communication/marketing, Guidelines, Regulation, Environmental/social planning and Service provision) were identified as potential intervention options, underpinned by our systematic review findings. Application of APEASE criteria led to an initial pool of 21 BCTs being reduced to 11 (e.g. Habit Formation, Information about Health Consequences and Action Planning) identified as potential intervention components that would both be feasible and directly target the underlying determinants of stroke survivors’ medication adherence.

Conclusions

Careful consideration of underlying evidence and theory to drive intervention design, facilitated by the BCW, enabled identification of appropriate intervention components. BCTs including Habit Formation, Information about Health Consequences and Self-monitoring of Behaviour were considered potentially effective and appropriate to deliver within the NHS. Having reduced the pool of potential intervention components to a manageable number, it will now be possible to explore the perceived acceptability of selected BCTs in interviews with stroke survivors and healthcare professionals. This approach to intervention development should be generalisable to other chronic conditions and areas of behaviour change (e.g. exercise adherence).
Literature
1.
go back to reference Young J, Forster A. Review of stroke rehabilitation. BMJ. 2007;334(7584):86–90.CrossRef Young J, Forster A. Review of stroke rehabilitation. BMJ. 2007;334(7584):86–90.CrossRef
2.
go back to reference Feigin VL, Norrving B, Mensah GA. Global burden of stroke. Circ Res. 2017;120(3):439–48.CrossRef Feigin VL, Norrving B, Mensah GA. Global burden of stroke. Circ Res. 2017;120(3):439–48.CrossRef
3.
go back to reference National Collaborating Centre for Chronic C. National Institute for Health and Clinical Excellence: Guidance. Stroke: National Clinical Guideline for diagnosis and initial Management of Acute Stroke and Transient Ischaemic Attack (TIA). London: Royal College of Physicians (UK); 2008. National Collaborating Centre for Chronic C. National Institute for Health and Clinical Excellence: Guidance. Stroke: National Clinical Guideline for diagnosis and initial Management of Acute Stroke and Transient Ischaemic Attack (TIA). London: Royal College of Physicians (UK); 2008.
4.
go back to reference Mohan KM, Wolfe CDA, Rudd AG, Heuschmann PU, Kolominsky-Rabas PL, Grieve AP. Risk and cumulative risk of stroke recurrence: a systematic review and meta-analysis. Stroke. 2011;42(5):1489–94.CrossRef Mohan KM, Wolfe CDA, Rudd AG, Heuschmann PU, Kolominsky-Rabas PL, Grieve AP. Risk and cumulative risk of stroke recurrence: a systematic review and meta-analysis. Stroke. 2011;42(5):1489–94.CrossRef
5.
go back to reference Department of Health DH. National Stroke Strategy. UK: Department of Health; 2007. Department of Health DH. National Stroke Strategy. UK: Department of Health; 2007.
6.
go back to reference Nunes V, Neilson J, O’Flynn N, Calvert N, Kuntze S, Smithson H, et al. Clinical guidelines and evidence review for medicines adherence: involving patients in decisions about prescribed medicines and supporting adherence. London: National Collaborating Centre for Primary Care and Royal College of General Practitioners; 2009. Nunes V, Neilson J, O’Flynn N, Calvert N, Kuntze S, Smithson H, et al. Clinical guidelines and evidence review for medicines adherence: involving patients in decisions about prescribed medicines and supporting adherence. London: National Collaborating Centre for Primary Care and Royal College of General Practitioners; 2009.
7.
go back to reference Sappok T, Faulstich A, Stuckert E, Kruck H, Marx P, Koennecke HC. Compliance with secondary prevention of ischemic stroke: a prospective evaluation. Stroke. 2001;32(8):1884–9.CrossRef Sappok T, Faulstich A, Stuckert E, Kruck H, Marx P, Koennecke HC. Compliance with secondary prevention of ischemic stroke: a prospective evaluation. Stroke. 2001;32(8):1884–9.CrossRef
8.
go back to reference Yusuf S. Two decades of progress in preventing vascular disease. Lancet. 2002;360(9326):2–3.CrossRef Yusuf S. Two decades of progress in preventing vascular disease. Lancet. 2002;360(9326):2–3.CrossRef
9.
go back to reference Sacco RL, Adams R, Albers G, Alberts MJ, Benavente O, Furie K, et al. Guidelines for prevention of stroke in patients with ischemic stroke or transient ischemic attack: a statement for healthcare professionals from the American Heart Association/American Stroke Association Council on stroke: co-sponsored by the council on cardiovascular radiology and intervention: the American Academy of Neurology affirms the value of this guideline. Stroke. 2006;37(2):577–617.CrossRef Sacco RL, Adams R, Albers G, Alberts MJ, Benavente O, Furie K, et al. Guidelines for prevention of stroke in patients with ischemic stroke or transient ischemic attack: a statement for healthcare professionals from the American Heart Association/American Stroke Association Council on stroke: co-sponsored by the council on cardiovascular radiology and intervention: the American Academy of Neurology affirms the value of this guideline. Stroke. 2006;37(2):577–617.CrossRef
10.
go back to reference Warlow CP, Van Gijn J, Dennis MS, Wardlaw JM, Bamford JM, Hankey GJ, et al. Stroke: practical management. 3rd ed. Oxford: Blackwell; 2008.CrossRef Warlow CP, Van Gijn J, Dennis MS, Wardlaw JM, Bamford JM, Hankey GJ, et al. Stroke: practical management. 3rd ed. Oxford: Blackwell; 2008.CrossRef
11.
go back to reference Al AlShaikh S, Quinn T, Dunn W, Walters M, Dawson J. Predictive factors of non-adherence to secondary preventative medication after stroke or transient Ischaemic attack: a systematic review and meta-analyses. Eur Stroke J. 2016;1(2):65–75.CrossRef Al AlShaikh S, Quinn T, Dunn W, Walters M, Dawson J. Predictive factors of non-adherence to secondary preventative medication after stroke or transient Ischaemic attack: a systematic review and meta-analyses. Eur Stroke J. 2016;1(2):65–75.CrossRef
13.
go back to reference Wessol JL, Russell CL, Cheng AL. A systematic review of randomized controlled trials of medication adherence interventions in adult stroke survivors. J Neurosci Nurs. 2017;49(2):120–33.CrossRef Wessol JL, Russell CL, Cheng AL. A systematic review of randomized controlled trials of medication adherence interventions in adult stroke survivors. J Neurosci Nurs. 2017;49(2):120–33.CrossRef
15.
go back to reference Craig P, Dieppe P, Macintyre S, Michie S, Nazareth I, Petticrew M. Developing and evaluating complex interventions: the new Medical Research Council guidance. BMJ. 2008;337:a1655. Craig P, Dieppe P, Macintyre S, Michie S, Nazareth I, Petticrew M. Developing and evaluating complex interventions: the new Medical Research Council guidance. BMJ. 2008;337:a1655.
16.
go back to reference Bartholomew LK, Parcel GS, Kok G. Intervention mapping: a process for developing theory- and evidence-based health education programs. Health Educ Behav. 1998;25(5):545–63.CrossRef Bartholomew LK, Parcel GS, Kok G. Intervention mapping: a process for developing theory- and evidence-based health education programs. Health Educ Behav. 1998;25(5):545–63.CrossRef
17.
go back to reference Kok G, Gottlieb NH, Peters GJ, Mullen PD, Parcel GS, Ruiter RA, et al. A taxonomy of behaviour change methods: an intervention mapping approach. Health Psychol Rev. 2016;10(3):297–312.CrossRef Kok G, Gottlieb NH, Peters GJ, Mullen PD, Parcel GS, Ruiter RA, et al. A taxonomy of behaviour change methods: an intervention mapping approach. Health Psychol Rev. 2016;10(3):297–312.CrossRef
18.
go back to reference Michie S, Richardson M, Johnston M, Abraham C, Francis J, Hardeman W, et al. The behavior change technique taxonomy (v1) of 93 hierarchically clustered techniques: building an international consensus for the reporting of behavior change interventions. Ann Behav Med. 2013;46(1):81–95.CrossRef Michie S, Richardson M, Johnston M, Abraham C, Francis J, Hardeman W, et al. The behavior change technique taxonomy (v1) of 93 hierarchically clustered techniques: building an international consensus for the reporting of behavior change interventions. Ann Behav Med. 2013;46(1):81–95.CrossRef
19.
go back to reference Connor M, Norman P. Predicting and changing health behaviour: research and practice with social cognition models. 3rd ed. England: Open University Press; 2015. Connor M, Norman P. Predicting and changing health behaviour: research and practice with social cognition models. 3rd ed. England: Open University Press; 2015.
20.
go back to reference Michie S, West R, Campbell R, Brown J, Gainforth H. ABC of behaviour change theories. London: Silverback; 2014. Michie S, West R, Campbell R, Brown J, Gainforth H. ABC of behaviour change theories. London: Silverback; 2014.
21.
go back to reference Michie S, Johnston M, Abraham C, Lawton R, Parker D, Walker A. Making psychological theory useful for implementing evidence based practice: a consensus approach. Qual Saf Health Care. 2005;14(1):26–33.CrossRef Michie S, Johnston M, Abraham C, Lawton R, Parker D, Walker A. Making psychological theory useful for implementing evidence based practice: a consensus approach. Qual Saf Health Care. 2005;14(1):26–33.CrossRef
22.
go back to reference Cane J, O’Connor D, Michie S. Validation of the theoretical domains framework for use in behaviour change and implementation research. Implement Sci. 2012;7(1):37.CrossRef Cane J, O’Connor D, Michie S. Validation of the theoretical domains framework for use in behaviour change and implementation research. Implement Sci. 2012;7(1):37.CrossRef
23.
go back to reference Michie S, van Stralen MM, West R. The behaviour change wheel: a new method for Characterising and designing behaviour change interventions. Implement Sci. 2011;6:42.CrossRef Michie S, van Stralen MM, West R. The behaviour change wheel: a new method for Characterising and designing behaviour change interventions. Implement Sci. 2011;6:42.CrossRef
24.
go back to reference Bailey JV, Webster R, Hunter R, Griffin M, Freemantle N, Rait G, Estcourt C, Michie S, Anderson J, Stephenson J, Gerressu M, Ang Cs, and Murray E. The Men's Safer Sex project: intervention development and feasibility randomised controlled trial of an interactive digital intervention to increase condom use in men. Health Technol Assess. 2016;20(91):1–124.CrossRef Bailey JV, Webster R, Hunter R, Griffin M, Freemantle N, Rait G, Estcourt C, Michie S, Anderson J, Stephenson J, Gerressu M, Ang Cs, and Murray E. The Men's Safer Sex project: intervention development and feasibility randomised controlled trial of an interactive digital intervention to increase condom use in men. Health Technol Assess. 2016;20(91):1–124.CrossRef
25.
go back to reference Michie S, Atkins L, West R. The behaviour change wheel: a guide to designing interventions. UK: Silverback Publishing; 2014. Michie S, Atkins L, West R. The behaviour change wheel: a guide to designing interventions. UK: Silverback Publishing; 2014.
26.
go back to reference Crayton E, Fahey M, Ashworth M, Besser SJ, Weinman J, Wright AJ. Psychological determinants of medication adherence in stroke survivors: a systematic review of observational studies. Ann Behav Med. 2017;51(6):833–45.CrossRef Crayton E, Fahey M, Ashworth M, Besser SJ, Weinman J, Wright AJ. Psychological determinants of medication adherence in stroke survivors: a systematic review of observational studies. Ann Behav Med. 2017;51(6):833–45.CrossRef
27.
go back to reference Michie S, Johnston M, Francis J, Hardeman W, Eccles M. From theory to intervention: mapping theoretically derived Behavioural determinants to behaviour change techniques. Appl Psychol. 2008;57(4):660–80.CrossRef Michie S, Johnston M, Francis J, Hardeman W, Eccles M. From theory to intervention: mapping theoretically derived Behavioural determinants to behaviour change techniques. Appl Psychol. 2008;57(4):660–80.CrossRef
28.
go back to reference Cane J, Richardson M, Johnston M, Ladna R, Michie S. From lists of behaviour change techniques (BCTs) to structured hierarchies: comparison of two methods of developing a hierarchy of BCTs. Br J Health Psychol. 2015;20(1):130–50.CrossRef Cane J, Richardson M, Johnston M, Ladna R, Michie S. From lists of behaviour change techniques (BCTs) to structured hierarchies: comparison of two methods of developing a hierarchy of BCTs. Br J Health Psychol. 2015;20(1):130–50.CrossRef
29.
go back to reference DeFulio A, Silverman K. The use of incentives to reinforce medication adherence. Prev Med. 2012;55(Suppl):S86–94.CrossRef DeFulio A, Silverman K. The use of incentives to reinforce medication adherence. Prev Med. 2012;55(Suppl):S86–94.CrossRef
30.
go back to reference Garza KB, Owensby JK, Braxton Lloyd K, Wood EA, Hansen RA. Pilot study to test the effectiveness of different financial incentives to improve medication adherence. Ann Pharmacother. 2016;50(1):32–8.CrossRef Garza KB, Owensby JK, Braxton Lloyd K, Wood EA, Hansen RA. Pilot study to test the effectiveness of different financial incentives to improve medication adherence. Ann Pharmacother. 2016;50(1):32–8.CrossRef
31.
go back to reference Priebe S, Yeeles K, Bremner S, Lauber C, Eldridge S, Ashby D, et al. Effectiveness of financial incentives to improve adherence to maintenance treatment with antipsychotics: cluster randomised controlled trial. BMJ. 2013;347:f5847.CrossRef Priebe S, Yeeles K, Bremner S, Lauber C, Eldridge S, Ashby D, et al. Effectiveness of financial incentives to improve adherence to maintenance treatment with antipsychotics: cluster randomised controlled trial. BMJ. 2013;347:f5847.CrossRef
32.
go back to reference Priebe S, Bremner SA, Lauber C, Henderson C, Burns T. Financial incentives to improve adherence to antipsychotic maintenance medication in non-adherent patients: a cluster randomised controlled trial. Health Technol Assess. 2016;20(70):1–122.CrossRef Priebe S, Bremner SA, Lauber C, Henderson C, Burns T. Financial incentives to improve adherence to antipsychotic maintenance medication in non-adherent patients: a cluster randomised controlled trial. Health Technol Assess. 2016;20(70):1–122.CrossRef
33.
go back to reference Volpp KG, Loewenstein G, Troxel AB, Doshi J, Price M, Laskin M, et al. A test of financial incentives to improve warfarin adherence. BMC Health Serv Res. 2008;8(1):272.CrossRef Volpp KG, Loewenstein G, Troxel AB, Doshi J, Price M, Laskin M, et al. A test of financial incentives to improve warfarin adherence. BMC Health Serv Res. 2008;8(1):272.CrossRef
34.
go back to reference Rinfret S, Lussier M-T, Peirce A, Duhamel F, Cossette S, Lalonde L, et al. The impact of a multidisciplinary information technology–supported program on blood pressure control in primary care. Circ Cardiovasc Qual Outcomes. 2009;2(3):170–7.CrossRef Rinfret S, Lussier M-T, Peirce A, Duhamel F, Cossette S, Lalonde L, et al. The impact of a multidisciplinary information technology–supported program on blood pressure control in primary care. Circ Cardiovasc Qual Outcomes. 2009;2(3):170–7.CrossRef
35.
go back to reference Wong MC, Liu KQ, Wang HH, Lee CL, Kwan MW, Lee KW, et al. Effectiveness of a pharmacist-led drug counseling on enhancing antihypertensive adherence and blood pressure control: a randomized controlled trial. J Clin Pharmacol. 2013;53(7):753–61.CrossRef Wong MC, Liu KQ, Wang HH, Lee CL, Kwan MW, Lee KW, et al. Effectiveness of a pharmacist-led drug counseling on enhancing antihypertensive adherence and blood pressure control: a randomized controlled trial. J Clin Pharmacol. 2013;53(7):753–61.CrossRef
36.
go back to reference Hoffmann TC, Glasziou PP, Boutron I, Milne R, Perera R, Moher D, et al. Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide. BMJ. 2014;348:g1687.CrossRef Hoffmann TC, Glasziou PP, Boutron I, Milne R, Perera R, Moher D, et al. Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide. BMJ. 2014;348:g1687.CrossRef
37.
go back to reference Hardeman W, Sutton S, Griffin S, Johnston M, White A, Wareham NJ, et al. A causal modelling approach to the development of theory-based behaviour change programmes for trial evaluation. Health Educ Res. 2005;20(6):676–87.CrossRef Hardeman W, Sutton S, Griffin S, Johnston M, White A, Wareham NJ, et al. A causal modelling approach to the development of theory-based behaviour change programmes for trial evaluation. Health Educ Res. 2005;20(6):676–87.CrossRef
38.
go back to reference Michie S, Fixsen D, Grimshaw JM, Eccles MP. Specifying and reporting complex behaviour change interventions: the need for a scientific method. Implement Sci. 2009;4(1):40.CrossRef Michie S, Fixsen D, Grimshaw JM, Eccles MP. Specifying and reporting complex behaviour change interventions: the need for a scientific method. Implement Sci. 2009;4(1):40.CrossRef
40.
go back to reference Conn VS, Ruppar TM, Chase JD. Blood pressure outcomes of medication adherence interventions: systematic review and meta-analysis. J Behav Med. 2016;39(6):1065–75.CrossRef Conn VS, Ruppar TM, Chase JD. Blood pressure outcomes of medication adherence interventions: systematic review and meta-analysis. J Behav Med. 2016;39(6):1065–75.CrossRef
41.
go back to reference O’Carroll RE, Chambers JA, Dennis M, Sudlow C, Johnston M. Improving adherence to medication in stroke survivors: a pilot randomised controlled trial. Ann Behav Med. 2013;46(3):358–68.CrossRef O’Carroll RE, Chambers JA, Dennis M, Sudlow C, Johnston M. Improving adherence to medication in stroke survivors: a pilot randomised controlled trial. Ann Behav Med. 2013;46(3):358–68.CrossRef
42.
go back to reference Vrijens B, De Geest S, Hughes DA, Przemyslaw K, Demonceau J, Ruppar T, et al. A new taxonomy for describing and defining adherence to medications. Br J Clin Pharmacol. 2012;73(5):691–705.CrossRef Vrijens B, De Geest S, Hughes DA, Przemyslaw K, Demonceau J, Ruppar T, et al. A new taxonomy for describing and defining adherence to medications. Br J Clin Pharmacol. 2012;73(5):691–705.CrossRef
43.
go back to reference Greene G, Costello RW, Cushen B, Sulaiman I, Mac Hale E, Conroy RM, et al. A novel statistical method for assessing effective adherence to medication and calculating optimal drug dosages. PLoS One. 2018;13(4):e0195663.CrossRef Greene G, Costello RW, Cushen B, Sulaiman I, Mac Hale E, Conroy RM, et al. A novel statistical method for assessing effective adherence to medication and calculating optimal drug dosages. PLoS One. 2018;13(4):e0195663.CrossRef
Metadata
Title
Improving medication adherence in stroke survivors: the intervention development process
Authors
Elise Crayton
Alison J Wright
Mark Ashworth
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2018
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-018-3572-1

Other articles of this Issue 1/2018

BMC Health Services Research 1/2018 Go to the issue