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Published in: Annals of Behavioral Medicine 6/2017

Open Access 01-12-2017 | Original Article

Psychological Determinants of Medication Adherence in Stroke Survivors: a Systematic Review of Observational Studies

Authors: Elise Crayton, MSc, Marion Fahey, MPH, Mark Ashworth, DM, Sarah Jane Besser, PhD, John Weinman, PhD, Alison J. Wright, PhD

Published in: Annals of Behavioral Medicine | Issue 6/2017

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Abstract

Background

Medications targeting stroke risk factors have shown good efficacy, yet adherence is suboptimal. To improve adherence, its determinants must be understood. To date, no systematic review has mapped identified determinants into the Theoretical Domains Framework (TDF) in order to establish a more complete understanding of medication adherence.

Purpose

The aim of this study was to identify psychological determinants that most influence stroke survivors’ medication adherence.

Methods

In line with the prospectively registered protocol (PROSPERO CRD42015016222), five electronic databases were searched (1953–2015). Hand searches of included full text references were undertaken. Two reviewers conducted screening, data extraction and quality assessment. Determinants were mapped into the TDF.

Results

Of 32,825 articles, 12 fulfilled selection criteria (N = 43,984 stroke survivors). Tested determinants mapped into 8/14 TDF domains. Studies were too heterogeneous for meta-analysis. Three TDF domains appeared most influential. Negative emotions (‘Emotions’ domain) such as anxiety and concerns about medications (‘Beliefs about Consequences’ domain) were associated with reduced adherence. Increased adherence was associated with better knowledge of medications (‘Knowledge’ domain) and stronger beliefs about medication necessity (‘Beliefs about Consequences’ domain). Study quality varied, often lacking information on sample size calculations.

Conclusions

This review provides foundations for evidence-based intervention design by establishing psychological determinants most influential in stroke survivors’ medication adherence. Six TDF domains do not appear to have been tested, possibly representing gaps in research design. Future research should standardise and clearly report determinant and medication adherence measurement to facilitate meta-analysis. The range of determinants explored should be broadened to enable more complete understanding of stroke survivors’ medication adherence.
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Literature
1.
go back to reference World Health Organization WHO: Global Health Risks: Mortality and Burden of Disease Attributable to Selected Major Risks: World Health Organization, 2009. World Health Organization WHO: Global Health Risks: Mortality and Burden of Disease Attributable to Selected Major Risks: World Health Organization, 2009.
3.
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.
4.
go back to reference National Collaborating Centre for Chronic Condition RCP: Stroke: Diagnosis and Initial Management of Acute Stroke and Transient Ischaemic Attack (TIA). London: Royal College of Physicians, 2008. National Collaborating Centre for Chronic Condition RCP: Stroke: Diagnosis and Initial Management of Acute Stroke and Transient Ischaemic Attack (TIA). London: Royal College of Physicians, 2008.
5.
go back to reference Intercollegiate Stroke Working Party RCP: National Clinical Guideline for stroke. London: Royal College of Physicians, 2012. Intercollegiate Stroke Working Party RCP: National Clinical Guideline for stroke. London: Royal College of Physicians, 2012.
6.
go back to reference Sacco RL, Adams R, Albers G, 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, 37:577–617.CrossRefPubMed Sacco RL, Adams R, Albers G, 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, 37:577–617.CrossRefPubMed
7.
go back to reference Warlow CP, Van Gijn J, Dennis MS, et al.: Stroke: Practical management (3rd Ed.). Oxford: Blackwell, 2008.CrossRef Warlow CP, Van Gijn J, Dennis MS, et al.: Stroke: Practical management (3rd Ed.). Oxford: Blackwell, 2008.CrossRef
8.
go back to reference Yusuf S: Two decades of progress in preventing vascular disease. The Lancet. 2002, 360:2–3.CrossRef Yusuf S: Two decades of progress in preventing vascular disease. The Lancet. 2002, 360:2–3.CrossRef
9.
go back to reference Sappok T, Faulstich A, Stuckert E, et al.: Compliance with secondary prevention of Ischemic stroke: A prospective evaluation. Stroke. 2001, 32:1884–1889.CrossRefPubMed Sappok T, Faulstich A, Stuckert E, et al.: Compliance with secondary prevention of Ischemic stroke: A prospective evaluation. Stroke. 2001, 32:1884–1889.CrossRefPubMed
10.
go back to reference Nunes V, Neilson J, O’Flynn N, 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, 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.
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. European Stroke Journal. 2016, 1:65–75.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. European Stroke Journal. 2016, 1:65–75.CrossRef
12.
go back to reference Chambers JA, O’Carroll RE, Hamilton B, et al.: Adherence to medication in stroke survivors: A qualitative Comparison of low and high adherers. British Journal of Health Psychology. 2011, 16:592–609.CrossRefPubMed Chambers JA, O’Carroll RE, Hamilton B, et al.: Adherence to medication in stroke survivors: A qualitative Comparison of low and high adherers. British Journal of Health Psychology. 2011, 16:592–609.CrossRefPubMed
13.
go back to reference O’Carroll R, Whittaker J, Hamilton B, et al.: Predictors of adherence to secondary preventive medication in stroke patients. Annals of Behavioral Medicine. 2011, 41:383–390.CrossRefPubMed O’Carroll R, Whittaker J, Hamilton B, et al.: Predictors of adherence to secondary preventive medication in stroke patients. Annals of Behavioral Medicine. 2011, 41:383–390.CrossRefPubMed
14.
go back to reference Bauler S, Jacquin-Courtois S, Haesebaert J, et al.: Barriers and facilitators for medication adherence in stroke patients: A qualitative study conducted in French neurological Rehabilitation units. European Neurology. 2014, 72:262–270.CrossRefPubMed Bauler S, Jacquin-Courtois S, Haesebaert J, et al.: Barriers and facilitators for medication adherence in stroke patients: A qualitative study conducted in French neurological Rehabilitation units. European Neurology. 2014, 72:262–270.CrossRefPubMed
15.
go back to reference Boan AD, Egan BM, Bachman DL, et al.: Antihypertensive medication persistence 1-year post-stroke hospitalization. The Journal of Clinical Hypertension. 2014, 16:869–874.CrossRefPubMed Boan AD, Egan BM, Bachman DL, et al.: Antihypertensive medication persistence 1-year post-stroke hospitalization. The Journal of Clinical Hypertension. 2014, 16:869–874.CrossRefPubMed
16.
go back to reference Khan MU, Shah S, Hameed T: Barriers to and determinants of medication adherence among hypertensive patients attended National Health Service Hospital, Sunderland. Journal of Pharmacy & Bioallied Sciences. 2014, 6:104–108.CrossRef Khan MU, Shah S, Hameed T: Barriers to and determinants of medication adherence among hypertensive patients attended National Health Service Hospital, Sunderland. Journal of Pharmacy & Bioallied Sciences. 2014, 6:104–108.CrossRef
17.
go back to reference Vawter L, Tong X, Gemilyan M, Yoon PW: Barriers to antihypertensive medication adherence among adults— United States, 2005. The Journal of Clinical Hypertension. 2008, 10:922–929.CrossRefPubMed Vawter L, Tong X, Gemilyan M, Yoon PW: Barriers to antihypertensive medication adherence among adults— United States, 2005. The Journal of Clinical Hypertension. 2008, 10:922–929.CrossRefPubMed
18.
19.
go back to reference Lager KE, Mistri AK, Khunti K, et al.: Interventions for improving modifiable risk factor control in the secondary prevention of stroke (review). Cochrane Database of Systematic Reviews. 2014, 5:1–94. Lager KE, Mistri AK, Khunti K, et al.: Interventions for improving modifiable risk factor control in the secondary prevention of stroke (review). Cochrane Database of Systematic Reviews. 2014, 5:1–94.
20.
go back to reference Oxford University Press: Oxford English dictionary online. 2001. Oxford University Press: Oxford English dictionary online. 2001.
21.
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. Applied Psychology. 2008, 57:660–680.CrossRef Michie S, Johnston M, Francis J, Hardeman W, Eccles M: From theory to intervention: Mapping theoretically derived Behavioural determinants to behaviour change techniques. Applied Psychology. 2008, 57:660–680.CrossRef
22.
go back to reference Michie S, Wood C, Johnston M, et al.: Behaviour change techniques: The development and evaluation of a taxonomic method for reporting and describing behaviour change interventions (a suite of five studies involving consensus methods, randomised controlled trials and analysis of qualitative data). Health Technol Assess. 2015, 19. Michie S, Wood C, Johnston M, et al.: Behaviour change techniques: The development and evaluation of a taxonomic method for reporting and describing behaviour change interventions (a suite of five studies involving consensus methods, randomised controlled trials and analysis of qualitative data). Health Technol Assess. 2015, 19.
23.
go back to reference Ajzen I: From Intentions to actions: A theory of planned behavior. In: J. Kuhl and J. Beckmann (eds), Action control: From cognition to behavior. Berlin, Heidelberg: Springer Berlin Heidelberg, 1985, 11–39.CrossRef Ajzen I: From Intentions to actions: A theory of planned behavior. In: J. Kuhl and J. Beckmann (eds), Action control: From cognition to behavior. Berlin, Heidelberg: Springer Berlin Heidelberg, 1985, 11–39.CrossRef
24.
go back to reference Hochbaum GM: Public participation in medical screening programs: A socio-psychological study. Washington, DC: United States Government Priniting Office 1958. Hochbaum GM: Public participation in medical screening programs: A socio-psychological study. Washington, DC: United States Government Priniting Office 1958.
25.
go back to reference Rosenstock IM: Why people use health services. Milbank Memorial Fund Quarterly. 1966, 44:94–127.CrossRef Rosenstock IM: Why people use health services. Milbank Memorial Fund Quarterly. 1966, 44:94–127.CrossRef
26.
go back to reference Conner M, Norman P: Predicting Health Behaviour. UK: Open University Press, 2005. Conner M, Norman P: Predicting Health Behaviour. UK: Open University Press, 2005.
27.
go back to reference Michie S, Johnston M, Abraham C, et al.: Making psychological theory useful for implementing evidence based practice: A consensus approach. Quality and Safety in Health Care. 2005, 14:26–33.CrossRefPubMedPubMedCentral Michie S, Johnston M, Abraham C, et al.: Making psychological theory useful for implementing evidence based practice: A consensus approach. Quality and Safety in Health Care. 2005, 14:26–33.CrossRefPubMedPubMedCentral
28.
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. Implementation Science. 2012, 7:37.CrossRefPubMedPubMedCentral Cane J, O’Connor D, Michie S: Validation of the theoretical domains framework for use in behaviour change and implementation research. Implementation Science. 2012, 7:37.CrossRefPubMedPubMedCentral
29.
go back to reference Cane J, Richardson M, Johnston M, Ladha R, Michie S: From lists of behaviour change techniques (BCTs) to structured hierarchies: Comparison of two methods of developing a hierarchy of BCTs. British Journal of Health Psychology. 2015, 20:130–150.CrossRefPubMed Cane J, Richardson M, Johnston M, Ladha R, Michie S: From lists of behaviour change techniques (BCTs) to structured hierarchies: Comparison of two methods of developing a hierarchy of BCTs. British Journal of Health Psychology. 2015, 20:130–150.CrossRefPubMed
30.
go back to reference Moher D, Liberati A, Tetzlaff J, Altman DG, The PG: Preferred reporting items for systematic reviews and meta-Analyses: The PRISMA statement. PLoS Med. 2009, 6:e1000097.CrossRefPubMedPubMedCentral Moher D, Liberati A, Tetzlaff J, Altman DG, The PG: Preferred reporting items for systematic reviews and meta-Analyses: The PRISMA statement. PLoS Med. 2009, 6:e1000097.CrossRefPubMedPubMedCentral
31.
go back to reference Haynes RB, Taylor DW, Sackett DL: Compliance in health care (1st Ed.). Baltimore: John Hopkins University Press, 1979. Haynes RB, Taylor DW, Sackett DL: Compliance in health care (1st Ed.). Baltimore: John Hopkins University Press, 1979.
32.
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. Annals of Behavioral Medicine. 2013, 46:358–368.CrossRefPubMed O’Carroll RE, Chambers JA, Dennis M, Sudlow C, Johnston M: Improving adherence to medication in stroke survivors: A pilot randomised controlled trial. Annals of Behavioral Medicine. 2013, 46:358–368.CrossRefPubMed
33.
go back to reference Higgins JPT, Green S: Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0. The Cochrane Collaboration, 2011. Higgins JPT, Green S: Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0. The Cochrane Collaboration, 2011.
34.
go back to reference Walburn J, Gray R, Gournay K, Quraishi S, David AS: Systematic review of patient and nurse attitudes to depot antipsychotic medication. The British Journal of Psychiatry. 2001, 179:300–307.CrossRefPubMed Walburn J, Gray R, Gournay K, Quraishi S, David AS: Systematic review of patient and nurse attitudes to depot antipsychotic medication. The British Journal of Psychiatry. 2001, 179:300–307.CrossRefPubMed
35.
go back to reference Cohen J: A coefficient of agreement for nominal scales. Educational and Psychological Measurement. 1960, 20:37–46.CrossRef Cohen J: A coefficient of agreement for nominal scales. Educational and Psychological Measurement. 1960, 20:37–46.CrossRef
36.
go back to reference Kronish IM, Edmondson D, Goldfinger JZ, Fei K, Horowitz CR: Posttraumatic stress disorder and adherence to medications in survivors of strokes and transient Ischemic attacks. Stroke. 2012, 43:2192–2197.CrossRefPubMedPubMedCentral Kronish IM, Edmondson D, Goldfinger JZ, Fei K, Horowitz CR: Posttraumatic stress disorder and adherence to medications in survivors of strokes and transient Ischemic attacks. Stroke. 2012, 43:2192–2197.CrossRefPubMedPubMedCentral
37.
go back to reference Phillips LA, Diefenbach MA, Kronish IM, Negron RM, Horowitz CR: The necessity-concerns framework: A multidimensional theory benefits from multidimensional analysis. Annals of Behavioral Medicine. 2014, 48:7–16.CrossRefPubMedPubMedCentral Phillips LA, Diefenbach MA, Kronish IM, Negron RM, Horowitz CR: The necessity-concerns framework: A multidimensional theory benefits from multidimensional analysis. Annals of Behavioral Medicine. 2014, 48:7–16.CrossRefPubMedPubMedCentral
38.
go back to reference Phillips LA, Diefenbach MA, Abrams J, Horowitz CR: Stroke and TIA Survivors' cognitive beliefs and affective responses regarding treatment and Furture stroke risk differentially predict medication adherence and categorised stroke risk. Psychology & Health. 2015, 30:218–232.CrossRef Phillips LA, Diefenbach MA, Abrams J, Horowitz CR: Stroke and TIA Survivors' cognitive beliefs and affective responses regarding treatment and Furture stroke risk differentially predict medication adherence and categorised stroke risk. Psychology & Health. 2015, 30:218–232.CrossRef
39.
go back to reference Coetzee N, Andrewes D, Khan F, et al.: Predicting compliance with treatment Following stroke: A new model of adherence Following Rehabilitation. Brain Impairment. 2008, 9:122–139.CrossRef Coetzee N, Andrewes D, Khan F, et al.: Predicting compliance with treatment Following stroke: A new model of adherence Following Rehabilitation. Brain Impairment. 2008, 9:122–139.CrossRef
40.
go back to reference Glader E-L, Sjölander M, Eriksson M, Lundberg M: Persistent use of secondary preventive drugs declines rapidly during the first 2 years after stroke. Stroke. 2010, 41:397–401.CrossRefPubMed Glader E-L, Sjölander M, Eriksson M, Lundberg M: Persistent use of secondary preventive drugs declines rapidly during the first 2 years after stroke. Stroke. 2010, 41:397–401.CrossRefPubMed
41.
go back to reference Sjölander M, Eriksson M, Glader E-L: Few sex differences in the use of drugs for secondary prevention after stroke: A Nationwide observational study. Pharmacoepidemiology and Drug Safety. 2011, 21:911–919.CrossRefPubMed Sjölander M, Eriksson M, Glader E-L: Few sex differences in the use of drugs for secondary prevention after stroke: A Nationwide observational study. Pharmacoepidemiology and Drug Safety. 2011, 21:911–919.CrossRefPubMed
42.
go back to reference Sjölander M, Eriksson M, Glader E-L: The Association Between Patients’ Beliefs about Medicines and Adherence to Drug Treatment after Stroke: A Cross-Sectional Questionnaire Survey. BMJ Open. 2013, 3. Sjölander M, Eriksson M, Glader E-L: The Association Between Patients’ Beliefs about Medicines and Adherence to Drug Treatment after Stroke: A Cross-Sectional Questionnaire Survey. BMJ Open. 2013, 3.
43.
go back to reference Bushnell CD, Zimmer LO, Pan W, et al.: Persistence with stroke prevention medications 3 months after hospitalization. Archives of Neurology. 2010, 67:1456–1463.CrossRefPubMed Bushnell CD, Zimmer LO, Pan W, et al.: Persistence with stroke prevention medications 3 months after hospitalization. Archives of Neurology. 2010, 67:1456–1463.CrossRefPubMed
44.
45.
go back to reference Edmondson D, Horowitz CR, Goldfinger JZ, Fei K, Kronish IM: Concerns about medications mediate the Association of Posttraumatic Stress Disorder with adherence to medication in stroke survivors. British Journal of Health Psychology. 2013, 18:799–813.CrossRefPubMedPubMedCentral Edmondson D, Horowitz CR, Goldfinger JZ, Fei K, Kronish IM: Concerns about medications mediate the Association of Posttraumatic Stress Disorder with adherence to medication in stroke survivors. British Journal of Health Psychology. 2013, 18:799–813.CrossRefPubMedPubMedCentral
46.
go back to reference Kronish IM, Diefenbach MA, Edmondson DE, et al.: Key barriers to medication adherence in survivors of strokes and transient Ischemic attacks. Journal of General Internal Medicine. 2013, 28:675–682. Kronish IM, Diefenbach MA, Edmondson DE, et al.: Key barriers to medication adherence in survivors of strokes and transient Ischemic attacks. Journal of General Internal Medicine. 2013, 28:675–682.
47.
go back to reference Gentil L, Vasiliadis HM, Préville M, Bossé C, Berbiche D: Association between depressive and anxiety disorders and adherence to antihypertensive medication in community-living elderly adults. Journal of the American Geriatrics Society. 2012, 60:2297–2301.CrossRefPubMed Gentil L, Vasiliadis HM, Préville M, Bossé C, Berbiche D: Association between depressive and anxiety disorders and adherence to antihypertensive medication in community-living elderly adults. Journal of the American Geriatrics Society. 2012, 60:2297–2301.CrossRefPubMed
48.
go back to reference Koenig KL, Whyte EM, Munin MC, et al.: Stroke-related knowledge and health behaviors among Poststroke patients in inpatient Rehabilitation. Archives of Physical Medicine and Rehabilitation. 2007, 88:1214–1216.CrossRefPubMed Koenig KL, Whyte EM, Munin MC, et al.: Stroke-related knowledge and health behaviors among Poststroke patients in inpatient Rehabilitation. Archives of Physical Medicine and Rehabilitation. 2007, 88:1214–1216.CrossRefPubMed
49.
go back to reference Jamison J, Graffy J, Mullis R, Mant J, Sutton S: Barriers to medication adherence for the secondary prevention of stroke: A qualitative interview study in primary care. The British Journal of General Practice. 2016, 66:e568-e576.CrossRefPubMedPubMedCentral Jamison J, Graffy J, Mullis R, Mant J, Sutton S: Barriers to medication adherence for the secondary prevention of stroke: A qualitative interview study in primary care. The British Journal of General Practice. 2016, 66:e568-e576.CrossRefPubMedPubMedCentral
50.
go back to reference Horne R, Chapman SCE, Parham R, et al.: Understanding patients’ adherence-related beliefs about medicines prescribed for long-term conditions: A meta-analytic review of the necessity-concerns framework. PLoS ONE. 2013, 8:e80633.CrossRefPubMedPubMedCentral Horne R, Chapman SCE, Parham R, et al.: Understanding patients’ adherence-related beliefs about medicines prescribed for long-term conditions: A meta-analytic review of the necessity-concerns framework. PLoS ONE. 2013, 8:e80633.CrossRefPubMedPubMedCentral
51.
go back to reference Barker-Collo S, Krishnamurthi R, Witt E, et al.: Improving adherence to secondary stroke prevention strategies through motivational interviewing. Randomized controlled trial. Stroke. 2015, 46:3451–3458.CrossRefPubMed Barker-Collo S, Krishnamurthi R, Witt E, et al.: Improving adherence to secondary stroke prevention strategies through motivational interviewing. Randomized controlled trial. Stroke. 2015, 46:3451–3458.CrossRefPubMed
52.
go back to reference Fleetcroft R, Ford J, Gollop ND, et al.: Difficulty accessing data from randomised trials of drugs for heart failure: A call for action. BMJ. 2015, 351:h5002.CrossRefPubMed Fleetcroft R, Ford J, Gollop ND, et al.: Difficulty accessing data from randomised trials of drugs for heart failure: A call for action. BMJ. 2015, 351:h5002.CrossRefPubMed
53.
go back to reference Nicholson SL, Donaghy M, Johnston M, et al.: A qualitative theory guided analysis of stroke Survivors' perceived barriers and facilitators to physical activity. Disabil Rehabil. 2014, 36:1857–1868.CrossRefPubMed Nicholson SL, Donaghy M, Johnston M, et al.: A qualitative theory guided analysis of stroke Survivors' perceived barriers and facilitators to physical activity. Disabil Rehabil. 2014, 36:1857–1868.CrossRefPubMed
Metadata
Title
Psychological Determinants of Medication Adherence in Stroke Survivors: a Systematic Review of Observational Studies
Authors
Elise Crayton, MSc
Marion Fahey, MPH
Mark Ashworth, DM
Sarah Jane Besser, PhD
John Weinman, PhD
Alison J. Wright, PhD
Publication date
01-12-2017
Publisher
Springer US
Published in
Annals of Behavioral Medicine / Issue 6/2017
Print ISSN: 0883-6612
Electronic ISSN: 1532-4796
DOI
https://doi.org/10.1007/s12160-017-9906-0

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