Skip to main content
Top
Published in: BMC Neurology 1/2008

Open Access 01-12-2008 | Research article

Medication Persistence Rates and Factors Associated with Persistence in Patients Following Stroke: A Cohort Study

Authors: Heather L Lummis, Ingrid S Sketris, Gordon J Gubitz, Michel R Joffres, Gordon J Flowerdew

Published in: BMC Neurology | Issue 1/2008

Login to get access

Abstract

Background

Medication nonadherence can be as high as 50% and results in suboptimal patient outcomes. Stroke patients in particular can benefit from pharmacotherapy for thrombosis, hypertension, and dyslipidemia but are at high risk for medication nonpersistence.

Methods

Patients who were admitted to the Queen Elizabeth II Health Sciences Centre in Halifax, Nova Scotia, with stroke between January 1, 2001 and December 31, 2002 were analyzed. Data collected were pre-stroke function, stroke subtype, stroke severity, patient outcomes, and medication use at discharge, and six and 12 months post discharge. Medication persistence at six and 12 months and the factors associated with nonpersistence at six months were examined using multivariable stepwise logistic regression.

Results

At discharge, 420 patients (mean age 68.2 years, 55.7% male) were prescribed an average of 6.4 medications and mean prescription drug cost was $167 monthly. Antihypertensive (91%) and antithrombotic (96%) drug use at discharge were frequent, antilipidemic (73%) and antihyperglycemic (25%) drug use were less common. Self-reported persistence at six and 12 months after stroke was high (> 90%) for all categories.
In the multivariable model of medication nonpersistence at six months, people aged 65 to 79 years were less likely to be nonpersistent with antihypertensive medications than people aged 80 years or more (Odds ratio (OR) 0.11, 95% Confidence Interval (CI) 0.03–0.39). Monthly drug costs of < $90 or $90–199.99 were associated with greater nonpersistence, compared to monthly drug costs ≥$200 (OR 6.74, 95% CI 1.32–34.46 for < $90; OR 5.25, 95% CI 1.14–24.25 for $90–199.99). For the antithrombotic drug category, people aged 65 to 79 years were less likely to be nonpersistent than people aged 80 years or more (OR 0.23, 95% CI 0.06–0.81), and people who were disabled before admission were more likely to be nonpersistent than those not disabled (OR 7.01, 95% CI 1.66–29.58).

Conclusion

Patients reported high medication persistence rates six and 12 months after stroke. Identification of factors associated with nonpersistence (such as older age and prior disability) will help predict which patients are at higher risk for discontinuing their medications.
Appendix
Available only for authorised users
Literature
2.
go back to reference Wolf PA, Clagett GP, Easton JD, Goldstein LB, Gorelick PB, Kelly-Hayes M, Sacco RL, Whisnant JP: Preventing ischemic stroke in patients with prior stroke and transient ischemic attack : a statement for healthcare professionals from the Stroke Council of the American Heart Association. Stroke. 1999, 30 (9): 1991-1994.CrossRefPubMed Wolf PA, Clagett GP, Easton JD, Goldstein LB, Gorelick PB, Kelly-Hayes M, Sacco RL, Whisnant JP: Preventing ischemic stroke in patients with prior stroke and transient ischemic attack : a statement for healthcare professionals from the Stroke Council of the American Heart Association. Stroke. 1999, 30 (9): 1991-1994.CrossRefPubMed
3.
go back to reference Redfern J, McKevitt C, Rudd AG, Wolfe CD: Health care follow-up after stroke: opportunities for secondary prevention. Fam Pract. 2002, 19 (4): 378-382. 10.1093/fampra/19.4.378.CrossRefPubMed Redfern J, McKevitt C, Rudd AG, Wolfe CD: Health care follow-up after stroke: opportunities for secondary prevention. Fam Pract. 2002, 19 (4): 378-382. 10.1093/fampra/19.4.378.CrossRefPubMed
4.
go back to reference Qureshi AI, Suri MF, Guterman LR, Hopkins LN: Ineffective secondary prevention in survivors of cardiovascular events in the US population: report from the Third National Health and Nutrition Examination Survey. Arch Intern Med. 2001, 161 (13): 1621-1628. 10.1001/archinte.161.13.1621.CrossRefPubMed Qureshi AI, Suri MF, Guterman LR, Hopkins LN: Ineffective secondary prevention in survivors of cardiovascular events in the US population: report from the Third National Health and Nutrition Examination Survey. Arch Intern Med. 2001, 161 (13): 1621-1628. 10.1001/archinte.161.13.1621.CrossRefPubMed
5.
go back to reference Filippi A, Bignamini AA, Sessa E, Samani F, Mazzaglia G: Secondary prevention of stroke in Italy: a cross-sectional survey in family practice. Stroke. 2003, 34 (4): 1010-1014. 10.1161/01.STR.0000062888.90293.AA.CrossRefPubMed Filippi A, Bignamini AA, Sessa E, Samani F, Mazzaglia G: Secondary prevention of stroke in Italy: a cross-sectional survey in family practice. Stroke. 2003, 34 (4): 1010-1014. 10.1161/01.STR.0000062888.90293.AA.CrossRefPubMed
6.
go back to reference Saxena R, Koudstaal PJ: Anticoagulants for preventing stroke in patients with nonrheumatic atrial fibrillation and a history of stroke or transient ischaemic attack. Cochrane Database Syst Rev. 2004, CD000185-2 Saxena R, Koudstaal PJ: Anticoagulants for preventing stroke in patients with nonrheumatic atrial fibrillation and a history of stroke or transient ischaemic attack. Cochrane Database Syst Rev. 2004, CD000185-2
7.
go back to reference Hart RG, Benavente O, McBride R, Pearce LA: Antithrombotic therapy to prevent stroke in patients with atrial fibrillation: a meta-analysis. Ann Intern Med. 1999, 131 (7): 492-501.CrossRefPubMed Hart RG, Benavente O, McBride R, Pearce LA: Antithrombotic therapy to prevent stroke in patients with atrial fibrillation: a meta-analysis. Ann Intern Med. 1999, 131 (7): 492-501.CrossRefPubMed
8.
go back to reference Antithrombotic Trialists' Collaboration: Collaborative meta-analysis of randomised trials of antiplatelet therapy for prevention of death myocardial infarction and stroke in high risk patients. BMJ. 2002, 324 (7329): 71-86.CrossRef Antithrombotic Trialists' Collaboration: Collaborative meta-analysis of randomised trials of antiplatelet therapy for prevention of death myocardial infarction and stroke in high risk patients. BMJ. 2002, 324 (7329): 71-86.CrossRef
9.
go back to reference Lawes CM, Bennett DA, Feigin VL, Rodgers A: Blood pressure and stroke: an overview of published reviews. Stroke. 2004, 35 (3): 776-785. 10.1161/01.STR.0000116869.64771.5A.CrossRefPubMed Lawes CM, Bennett DA, Feigin VL, Rodgers A: Blood pressure and stroke: an overview of published reviews. Stroke. 2004, 35 (3): 776-785. 10.1161/01.STR.0000116869.64771.5A.CrossRefPubMed
10.
go back to reference Stroke Council, American Heart Association., American Stroke Association: Statins after ischemic stroke and transient ischemic attack: an advisory statement from the Stroke Council American Heart Association and American Stroke Association. Stroke. 2004, 35 (4): 1023- Stroke Council, American Heart Association., American Stroke Association: Statins after ischemic stroke and transient ischemic attack: an advisory statement from the Stroke Council American Heart Association and American Stroke Association. Stroke. 2004, 35 (4): 1023-
11.
go back to reference Corvol JC, Bouzamondo A, Sirol M, Hulot JS, Sanchez P, Lechat P: Differential effects of lipid-lowering therapies on stroke prevention: a meta-analysis of randomized trials. Arch Intern Med. 2003, 163 (6): 669-676. 10.1001/archinte.163.6.669.CrossRefPubMed Corvol JC, Bouzamondo A, Sirol M, Hulot JS, Sanchez P, Lechat P: Differential effects of lipid-lowering therapies on stroke prevention: a meta-analysis of randomized trials. Arch Intern Med. 2003, 163 (6): 669-676. 10.1001/archinte.163.6.669.CrossRefPubMed
12.
go back to reference Rashid P, Leonardi-Bee J, Bath P: Blood pressure reduction and secondary prevention of stroke and other vascular events: a systematic review. Stroke. 2003, 34 (11): 2741-2748. 10.1161/01.STR.0000092488.40085.15.CrossRefPubMed Rashid P, Leonardi-Bee J, Bath P: Blood pressure reduction and secondary prevention of stroke and other vascular events: a systematic review. Stroke. 2003, 34 (11): 2741-2748. 10.1161/01.STR.0000092488.40085.15.CrossRefPubMed
13.
go back to reference Gueyffier F, Boissel JP, Boutitie F, Pocock S, Coope J, Cutler J, Ekbom T, Fagard R, Friedman L, Kerlikowske K, Perry M, Prineas R, Schron E: Effect of antihypertensive treatment in patients having already suffered from stroke Gathering the evidence The INDANA (INdividual Data ANalysis of Antihypertensive intervention trials) Project Collaborators. Stroke. 1997, 28 (12): 2557-2562.CrossRefPubMed Gueyffier F, Boissel JP, Boutitie F, Pocock S, Coope J, Cutler J, Ekbom T, Fagard R, Friedman L, Kerlikowske K, Perry M, Prineas R, Schron E: Effect of antihypertensive treatment in patients having already suffered from stroke Gathering the evidence The INDANA (INdividual Data ANalysis of Antihypertensive intervention trials) Project Collaborators. Stroke. 1997, 28 (12): 2557-2562.CrossRefPubMed
14.
go back to reference World Health Organisation: Adherence to Long-Term Therapies:Evidence for Action. 2003, Geneva: WHO World Health Organisation: Adherence to Long-Term Therapies:Evidence for Action. 2003, Geneva: WHO
15.
go back to reference Hughes CM: Medication non-adherence in the elderly: how big is the problem?. Drugs Aging. 2004, 21 (12): 793-811. 10.2165/00002512-200421120-00004.CrossRefPubMed Hughes CM: Medication non-adherence in the elderly: how big is the problem?. Drugs Aging. 2004, 21 (12): 793-811. 10.2165/00002512-200421120-00004.CrossRefPubMed
16.
go back to reference Colivicchi F, Bassi A, Santini M, Caltagirone C: Discontinuation of statin therapy and clinical outcome after ischemic stroke. Stroke. 2007, 38 (10): 2652-2657. 10.1161/STROKEAHA.107.487017.CrossRefPubMed Colivicchi F, Bassi A, Santini M, Caltagirone C: Discontinuation of statin therapy and clinical outcome after ischemic stroke. Stroke. 2007, 38 (10): 2652-2657. 10.1161/STROKEAHA.107.487017.CrossRefPubMed
17.
go back to reference Hillen T, Dundas R, Lawrence E, Stewart JA, Rudd AG, Wolfe CD: Antithrombotic and antihypertensive management 3 months after ischemic stroke : a prospective study in an inner city population. Stroke. 2000, 31 (2): 469-475.CrossRefPubMed Hillen T, Dundas R, Lawrence E, Stewart JA, Rudd AG, Wolfe CD: Antithrombotic and antihypertensive management 3 months after ischemic stroke : a prospective study in an inner city population. Stroke. 2000, 31 (2): 469-475.CrossRefPubMed
18.
go back to reference Hamann GF, Weimar C, Glahn J, Busse O, Diener HC, German Stroke Data Bank: Adherence to secondary stroke prevention strategies–results from the German Stroke Data Bank. Cerebrovasc Dis. 2003, 15 (4): 282-288. 10.1159/000069490.CrossRefPubMed Hamann GF, Weimar C, Glahn J, Busse O, Diener HC, German Stroke Data Bank: Adherence to secondary stroke prevention strategies–results from the German Stroke Data Bank. Cerebrovasc Dis. 2003, 15 (4): 282-288. 10.1159/000069490.CrossRefPubMed
19.
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): 1884-1889.CrossRefPubMed 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): 1884-1889.CrossRefPubMed
20.
go back to reference Ovbiagele B, Saver JL, Fredieu A, Suzuki S, Selco S, Rajajee V, McNair N, Razinia T, Kidwell CS: In-hospital initiation of secondary stroke prevention therapies yields high rates of adherence at follow-up. Stroke. 2004, 35 (12): 2879-2883. 10.1161/01.STR.0000147967.49567.d6.CrossRefPubMed Ovbiagele B, Saver JL, Fredieu A, Suzuki S, Selco S, Rajajee V, McNair N, Razinia T, Kidwell CS: In-hospital initiation of secondary stroke prevention therapies yields high rates of adherence at follow-up. Stroke. 2004, 35 (12): 2879-2883. 10.1161/01.STR.0000147967.49567.d6.CrossRefPubMed
21.
go back to reference Shaya FT, El Khoury AC, Mullins CD, Du D, Skolasky R, Fatodu H, Garber H, Weir MR: Drug therapy persistence and stroke recurrence. Am J Manag Care. 2006, 12 (6): 313-319.PubMed Shaya FT, El Khoury AC, Mullins CD, Du D, Skolasky R, Fatodu H, Garber H, Weir MR: Drug therapy persistence and stroke recurrence. Am J Manag Care. 2006, 12 (6): 313-319.PubMed
22.
go back to reference Phillips SJ, Eskes GA, Gubitz GJ, Queen Elizabeth II Health Sciences Centre Acute Stroke Team: Description and evaluation of an acute stroke unit. CMAJ. 2002, 167 (6): 655-660.PubMedPubMedCentral Phillips SJ, Eskes GA, Gubitz GJ, Queen Elizabeth II Health Sciences Centre Acute Stroke Team: Description and evaluation of an acute stroke unit. CMAJ. 2002, 167 (6): 655-660.PubMedPubMedCentral
23.
go back to reference Bamford JM, Sandercock PA, Warlow CP, Slattery J: Interobserver agreement for the assessment of handicap in stroke patients. Stroke. 1989, 20 (6): 828-CrossRefPubMed Bamford JM, Sandercock PA, Warlow CP, Slattery J: Interobserver agreement for the assessment of handicap in stroke patients. Stroke. 1989, 20 (6): 828-CrossRefPubMed
24.
go back to reference Bamford J, Sandercock P, Dennis M, Burn J, Warlow C: Classification and natural history of clinically identifiable subtypes of cerebral infarction. Lancet. 1991, 337 (8756): 1521-1526. 10.1016/0140-6736(91)93206-O.CrossRefPubMed Bamford J, Sandercock P, Dennis M, Burn J, Warlow C: Classification and natural history of clinically identifiable subtypes of cerebral infarction. Lancet. 1991, 337 (8756): 1521-1526. 10.1016/0140-6736(91)93206-O.CrossRefPubMed
25.
go back to reference The EC/IC Bypass Study group: The international cooperative study of extracranial/intracranial arterial anastomosis (EC/IC bypass study): methodology and entry characteristics. Stroke. 1985, 16 (3): 397-406.CrossRef The EC/IC Bypass Study group: The international cooperative study of extracranial/intracranial arterial anastomosis (EC/IC bypass study): methodology and entry characteristics. Stroke. 1985, 16 (3): 397-406.CrossRef
26.
go back to reference Mahoney FI, Barthel DW: Functional evaluation: the Barthel index. Md State Med J. 1965, 14: 61-65.PubMed Mahoney FI, Barthel DW: Functional evaluation: the Barthel index. Md State Med J. 1965, 14: 61-65.PubMed
27.
go back to reference Kiernan RJ, Mueller J, Langston JW, Van Dyke C: The neurobehavioral cognitive status examination: a brief but quantitative approach to cognitive assessment. Ann Intern Med. 1987, 107 (4): 481-485.CrossRefPubMed Kiernan RJ, Mueller J, Langston JW, Van Dyke C: The neurobehavioral cognitive status examination: a brief but quantitative approach to cognitive assessment. Ann Intern Med. 1987, 107 (4): 481-485.CrossRefPubMed
28.
go back to reference van Swieten JC, Koudstaal PJ, Visser MC, Schouten HJ, van Gijn J: Interobserver agreement for the assessment of handicap in stroke patients. Stroke. 1988, 19 (5): 604-607.CrossRefPubMed van Swieten JC, Koudstaal PJ, Visser MC, Schouten HJ, van Gijn J: Interobserver agreement for the assessment of handicap in stroke patients. Stroke. 1988, 19 (5): 604-607.CrossRefPubMed
29.
go back to reference Yesavage JA, Brink TL, Rose TL, Lum O, Huang V, Adey M, Leirer VO: Development and validation of a geriatric depression screening scale: a preliminary report. J Psychiatr Res. 1982, 17 (1): 37-49. 10.1016/0022-3956(82)90033-4.CrossRefPubMed Yesavage JA, Brink TL, Rose TL, Lum O, Huang V, Adey M, Leirer VO: Development and validation of a geriatric depression screening scale: a preliminary report. J Psychiatr Res. 1982, 17 (1): 37-49. 10.1016/0022-3956(82)90033-4.CrossRefPubMed
30.
go back to reference Reisberg B, Ferris SH, de Leon MJ, Crook T: The global deterioration scale for assessment of primary degenerative dementia. Am J Psychiatry. 1982, 139 (9): 1136-1139.CrossRefPubMed Reisberg B, Ferris SH, de Leon MJ, Crook T: The global deterioration scale for assessment of primary degenerative dementia. Am J Psychiatry. 1982, 139 (9): 1136-1139.CrossRefPubMed
32.
go back to reference Atlantic Pharmaceutical Services Incorporated: APSI Pricing Guide. 2005, Halifax Nova Scotia: Atlantic Pharmaceutical Services Incorporated Atlantic Pharmaceutical Services Incorporated: APSI Pricing Guide. 2005, Halifax Nova Scotia: Atlantic Pharmaceutical Services Incorporated
33.
go back to reference Total Pricing Systems: PPS Pharma Publication. 2002, Saint John New Brunswick Total Pricing Systems: PPS Pharma Publication. 2002, Saint John New Brunswick
34.
go back to reference Total Pricing Systems: PPS Pharma Publication. 2000, Saint John New Brunswick Total Pricing Systems: PPS Pharma Publication. 2000, Saint John New Brunswick
35.
go back to reference Canadian Institute for Health Information: Canadian Coding Standards for ICD-10-CA and CCI for 2006. 2005, Ottawa ON: Canadian Institutes for Health Information Canadian Institute for Health Information: Canadian Coding Standards for ICD-10-CA and CCI for 2006. 2005, Ottawa ON: Canadian Institutes for Health Information
37.
go back to reference Aronow HD, Novaro GM, Lauer MS, Brennan DM, Lincoff AM, Topol EJ, Kereiakes DJ, Nissen SE: In-hospital initiation of lipid-lowering therapy after coronary intervention as a predictor of long-term utilization: a propensity analysis. Arch Intern Med. 2003, 163 (21): 2576-2582. 10.1001/archinte.163.21.2576.CrossRefPubMed Aronow HD, Novaro GM, Lauer MS, Brennan DM, Lincoff AM, Topol EJ, Kereiakes DJ, Nissen SE: In-hospital initiation of lipid-lowering therapy after coronary intervention as a predictor of long-term utilization: a propensity analysis. Arch Intern Med. 2003, 163 (21): 2576-2582. 10.1001/archinte.163.21.2576.CrossRefPubMed
38.
go back to reference Stroke Unit Trialists Collaboration: How do stroke units improve patient outcomes? A collaborative systematic review of the randomized trials. Stroke. 1997, 28 (11): 2139-2144.CrossRef Stroke Unit Trialists Collaboration: How do stroke units improve patient outcomes? A collaborative systematic review of the randomized trials. Stroke. 1997, 28 (11): 2139-2144.CrossRef
39.
go back to reference Shalansky SJ, Levy AR: Effect of number of medications on cardiovascular therapy adherence. Ann Pharmacother. 2002, 36 (10): 1532-1539. 10.1345/aph.1C044.CrossRefPubMed Shalansky SJ, Levy AR: Effect of number of medications on cardiovascular therapy adherence. Ann Pharmacother. 2002, 36 (10): 1532-1539. 10.1345/aph.1C044.CrossRefPubMed
40.
go back to reference Grant RW, O'Leary KM, Weilburg JB, Singer DE, Meigs JB: Impact of concurrent medication use on statin adherence and refill persistence. Arch Intern Med. 2004, 164 (21): 2343-2348. 10.1001/archinte.164.21.2343.CrossRefPubMed Grant RW, O'Leary KM, Weilburg JB, Singer DE, Meigs JB: Impact of concurrent medication use on statin adherence and refill persistence. Arch Intern Med. 2004, 164 (21): 2343-2348. 10.1001/archinte.164.21.2343.CrossRefPubMed
42.
go back to reference Heart and Stroke Foundation of Canada: The Growing Burden of Heart Disease and Stroke in Canada 2003. 2003, Ottawa Canada Heart and Stroke Foundation of Canada: The Growing Burden of Heart Disease and Stroke in Canada 2003. 2003, Ottawa Canada
43.
go back to reference Whelan AM, Cooke CA, Sketris IS: The impact of socioeconomic and demographic factors on the utilization of smoking cessation medications in patients hospitalized with cardiovascular disease in Nova Scotia Canada. J Clin Pharm Ther. 2005, 30 (2): 165-171. 10.1111/j.1365-2710.2004.00622.x.CrossRefPubMed Whelan AM, Cooke CA, Sketris IS: The impact of socioeconomic and demographic factors on the utilization of smoking cessation medications in patients hospitalized with cardiovascular disease in Nova Scotia Canada. J Clin Pharm Ther. 2005, 30 (2): 165-171. 10.1111/j.1365-2710.2004.00622.x.CrossRefPubMed
44.
go back to reference Gold DT: Medication adherence: a challenge for patients with postmenopausal osteoporosis and other chronic illnesses. J Manag Care Pharm. 2006, 12 (6 Suppl A): S20-5. quiz S26–8PubMed Gold DT: Medication adherence: a challenge for patients with postmenopausal osteoporosis and other chronic illnesses. J Manag Care Pharm. 2006, 12 (6 Suppl A): S20-5. quiz S26–8PubMed
45.
go back to reference Kwon A, Bungay KM, Pei Y, Rogers WH, Wilson IB, Zhou Q, Adler DA: Antidepressant use: concordance between self-report and claims records. Med Care. 2003, 41 (3): 368-374. 10.1097/00005650-200303000-00005.PubMed Kwon A, Bungay KM, Pei Y, Rogers WH, Wilson IB, Zhou Q, Adler DA: Antidepressant use: concordance between self-report and claims records. Med Care. 2003, 41 (3): 368-374. 10.1097/00005650-200303000-00005.PubMed
46.
go back to reference Saunders K, Simon G, Bush T, Grothaus L: Assessing the feasibility of using computerized pharmacy refill data to monitor antidepressant treatment on a population basis: a comparison of automated and self-report data. J Clin Epidemiol. 1998, 51 (10): 883-890. 10.1016/S0895-4356(98)00053-5.CrossRefPubMed Saunders K, Simon G, Bush T, Grothaus L: Assessing the feasibility of using computerized pharmacy refill data to monitor antidepressant treatment on a population basis: a comparison of automated and self-report data. J Clin Epidemiol. 1998, 51 (10): 883-890. 10.1016/S0895-4356(98)00053-5.CrossRefPubMed
47.
go back to reference Sjahid SI, Linden van der PD, Stricker BH: Agreement between the pharmacy medication history and patient interview for cardiovascular drugs: the Rotterdam elderly study. Br J Clin Pharmacol. 1998, 45 (6): 591-595. 10.1046/j.1365-2125.1998.00716.x.CrossRefPubMedPubMedCentral Sjahid SI, Linden van der PD, Stricker BH: Agreement between the pharmacy medication history and patient interview for cardiovascular drugs: the Rotterdam elderly study. Br J Clin Pharmacol. 1998, 45 (6): 591-595. 10.1046/j.1365-2125.1998.00716.x.CrossRefPubMedPubMedCentral
Metadata
Title
Medication Persistence Rates and Factors Associated with Persistence in Patients Following Stroke: A Cohort Study
Authors
Heather L Lummis
Ingrid S Sketris
Gordon J Gubitz
Michel R Joffres
Gordon J Flowerdew
Publication date
01-12-2008
Publisher
BioMed Central
Published in
BMC Neurology / Issue 1/2008
Electronic ISSN: 1471-2377
DOI
https://doi.org/10.1186/1471-2377-8-25

Other articles of this Issue 1/2008

BMC Neurology 1/2008 Go to the issue