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Published in: BMC Public Health 1/2011

Open Access 01-12-2011 | Research article

Utility of electronic patient records in primary care for stroke secondary prevention trials

Authors: Alex Dregan, Michael A Toschke, Charles D Wolfe, Anthony Rudd, Mark Ashworth, Martin C Gulliford, the eCRT Research team

Published in: BMC Public Health | Issue 1/2011

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Abstract

Background

This study aimed to inform the design of a pragmatic trial of stroke prevention in primary care by evaluating data recorded in electronic patient records (EPRs) as potential outcome measures. The study also evaluated achievement of recommended standards of care; variation between family practices; and changes in risk factor values from before to after stroke.

Methods

Data from the UK General Practice Research Database (GPRD) were analysed for 22,730 participants with an index first stroke between 2003 and 2006 from 414 family practices. For each subject, the EPR was evaluated for the 12 months before and after stroke. Measures relevant to stroke secondary prevention were analysed including blood pressure (BP), cholesterol, smoking, alcohol use, body mass index (BMI), atrial fibrillation, utilisation of antihypertensive, antiplatelet and cholesterol lowering drugs. Intraclass correlation coefficients (ICC) were estimated by family practice. Random effects models were fitted to evaluate changes in risk factor values over time.

Results

In the 12 months following stroke, BP was recorded for 90%, cholesterol for 70% and body mass index (BMI) for 47%. ICCs by family practice ranged from 0.02 for BP and BMI to 0.05 for LDL and HDL cholesterol. For subjects with records available both before and after stroke, the mean reductions from before to after stroke were: mean systolic BP, 6.02 mm Hg; diastolic BP, 2.78 mm Hg; total cholesterol, 0.60 mmol/l; BMI, 0.34 Kg/m2. There was an absolute reduction in smokers of 5% and heavy drinkers of 4%. The proportion of stroke patients within the recommended guidelines varied from less than a third (29%) for systolic BP, just over half for BMI (54%), and over 90% (92%) on alcohol consumption.

Conclusions

Electronic patient records have potential for evaluation of outcomes in pragmatic trials of stroke secondary prevention. Stroke prevention interventions in primary care remain suboptimal but important reductions in vascular risk factor values were observed following stroke. Better recording of lifestyle factors in the GPRD has the potential to expand the scope of the GPRD for health care research and practice.
Literature
1.
go back to reference Sacco S, Marini C, Sucapane P, Carolei A: Stroke in Italy: a disease to prevent. Clin Exp Hypertens. 2006, 28: 199-203. 10.1080/10641960600549074.CrossRefPubMed Sacco S, Marini C, Sucapane P, Carolei A: Stroke in Italy: a disease to prevent. Clin Exp Hypertens. 2006, 28: 199-203. 10.1080/10641960600549074.CrossRefPubMed
2.
go back to reference Mohan KM, Crichton SL, Grieve AP, Rudd AG, Wolfe CD, Heuschmann PU: Frequency and predictors for the risk of stroke recurrence up to 10 years after stroke: the South London Stroke Register. J Neurol Neurosurg Psychiatry. 2009, 80: 1012-1018. 10.1136/jnnp.2008.170456.CrossRefPubMed Mohan KM, Crichton SL, Grieve AP, Rudd AG, Wolfe CD, Heuschmann PU: Frequency and predictors for the risk of stroke recurrence up to 10 years after stroke: the South London Stroke Register. J Neurol Neurosurg Psychiatry. 2009, 80: 1012-1018. 10.1136/jnnp.2008.170456.CrossRefPubMed
3.
go back to reference Rudd AG, Lowe D, Hoffman A, Irwin P, Pearson M: Secondary prevention for stroke in the United Kingdom: results from the National Sentinel Audit of Stroke. Age Ageing. 2004, 33: 280-286. 10.1093/ageing/afh107.CrossRefPubMed Rudd AG, Lowe D, Hoffman A, Irwin P, Pearson M: Secondary prevention for stroke in the United Kingdom: results from the National Sentinel Audit of Stroke. Age Ageing. 2004, 33: 280-286. 10.1093/ageing/afh107.CrossRefPubMed
4.
go back to reference Intercollegiate Stroke Working Party: National Clinical Guidelines for Stroke. 2008, London: Royal College of Physicians Intercollegiate Stroke Working Party: National Clinical Guidelines for Stroke. 2008, London: Royal College of Physicians
5.
go back to reference Smith SC, Allen J, Blair SN, Bonow RO, Brass LM, Fonarow GC, Grundy SM, Hiratzka L, Jones D, Krumholz HM, Mosca L, Pasternak RC, Pearson T, Pfeffer MA, Taubert KA: AHA/ACC guidelines for secondary prevention for patients with coronary and other atherosclerotic vascular disease: 2006 update. Circulation. 2006, 113: 2363-2372. 10.1161/CIRCULATIONAHA.106.174516.CrossRefPubMed Smith SC, Allen J, Blair SN, Bonow RO, Brass LM, Fonarow GC, Grundy SM, Hiratzka L, Jones D, Krumholz HM, Mosca L, Pasternak RC, Pearson T, Pfeffer MA, Taubert KA: AHA/ACC guidelines for secondary prevention for patients with coronary and other atherosclerotic vascular disease: 2006 update. Circulation. 2006, 113: 2363-2372. 10.1161/CIRCULATIONAHA.106.174516.CrossRefPubMed
6.
go back to reference Antiplatelet Trialists' Collaboration: Collaborative overview of randomised trials of antiplatelet therapy--I: Prevention of death, myocardial infarction, and stroke by prolonged antiplatelet therapy in various categories of patients. BMJ. 1994, 308: 81-106.CrossRef Antiplatelet Trialists' Collaboration: Collaborative overview of randomised trials of antiplatelet therapy--I: Prevention of death, myocardial infarction, and stroke by prolonged antiplatelet therapy in various categories of patients. BMJ. 1994, 308: 81-106.CrossRef
7.
go back to reference Antithrombotic rialists' (ATT) Collaboration: Aspirin in the primary and secondary prevention of vascular disease: collaborative meta-analysis of individual participant data from randomised trials. Lancet. 2009, 373: 1849-1860. 10.1016/S0140-6736(09)60503-1.CrossRef Antithrombotic rialists' (ATT) Collaboration: Aspirin in the primary and secondary prevention of vascular disease: collaborative meta-analysis of individual participant data from randomised trials. Lancet. 2009, 373: 1849-1860. 10.1016/S0140-6736(09)60503-1.CrossRef
8.
go back to reference ESPRIT Study Group: Aspirin plus dipyridamole versus aspirin alone after cerebral ischaemia of arterial origin (ESPRIT): randomised controlled trial. Lancet. 2006, 367: 1665-1673. 10.1016/S0140-6736(06)68734-5.CrossRef ESPRIT Study Group: Aspirin plus dipyridamole versus aspirin alone after cerebral ischaemia of arterial origin (ESPRIT): randomised controlled trial. Lancet. 2006, 367: 1665-1673. 10.1016/S0140-6736(06)68734-5.CrossRef
9.
go back to reference Law MR, Morris JK, Wald NJ: Use of blood pressure lowering drugs in the prevention of cardiovascular disease: meta-analysis of 147 randomised trials in the context of expectations from prospective epidemiological studies. BMJ. 2009, 338: b1665-10.1136/bmj.b1665.CrossRefPubMedPubMedCentral Law MR, Morris JK, Wald NJ: Use of blood pressure lowering drugs in the prevention of cardiovascular disease: meta-analysis of 147 randomised trials in the context of expectations from prospective epidemiological studies. BMJ. 2009, 338: b1665-10.1136/bmj.b1665.CrossRefPubMedPubMedCentral
10.
go back to reference PROGRESS Collaborative Group: Randomised trial of a perindopril-based blood-pressure-lowering regimen among 6,105 individuals with previous stroke or transient ischaemic attack. Lancet. 2001, 358: 1033-1041. 10.1016/S0140-6736(01)06178-5.CrossRef PROGRESS Collaborative Group: Randomised trial of a perindopril-based blood-pressure-lowering regimen among 6,105 individuals with previous stroke or transient ischaemic attack. Lancet. 2001, 358: 1033-1041. 10.1016/S0140-6736(01)06178-5.CrossRef
11.
go back to reference Amarenco P, Goldstein LB, Messig M, O'Neill BJ, Callahan A, Sillesen H, Hennerici MG, Zivin JA, Welch KM, SPARCL Investigators: Relative and cumulative effects of lipid and blood pressure control in the Stroke Prevention by Aggressive Reduction in Cholesterol Levels trial. Stroke. 2009, 40: 2486-2492. 10.1161/STROKEAHA.108.546135.CrossRefPubMed Amarenco P, Goldstein LB, Messig M, O'Neill BJ, Callahan A, Sillesen H, Hennerici MG, Zivin JA, Welch KM, SPARCL Investigators: Relative and cumulative effects of lipid and blood pressure control in the Stroke Prevention by Aggressive Reduction in Cholesterol Levels trial. Stroke. 2009, 40: 2486-2492. 10.1161/STROKEAHA.108.546135.CrossRefPubMed
12.
go back to reference Zhang H, Thijs L, Staessen JA: Blood pressure lowering for primary and secondary prevention of stroke. Hypertension. 2006, 48: 187-195. 10.1161/01.HYP.0000231939.40959.60.CrossRefPubMed Zhang H, Thijs L, Staessen JA: Blood pressure lowering for primary and secondary prevention of stroke. Hypertension. 2006, 48: 187-195. 10.1161/01.HYP.0000231939.40959.60.CrossRefPubMed
13.
go back to reference McDermott L, Yardley L, Little P, Ashworth M, Gulliford M, eCRT Research Team: Developing a computer delivered, theory based intervention for guideline implementation in general practice. BMC Fam Pract. 2010, 18 (11): 90-10.1186/1471-2296-11-90.CrossRef McDermott L, Yardley L, Little P, Ashworth M, Gulliford M, eCRT Research Team: Developing a computer delivered, theory based intervention for guideline implementation in general practice. BMC Fam Pract. 2010, 18 (11): 90-10.1186/1471-2296-11-90.CrossRef
14.
go back to reference Lawson DH, Sherman V, Hollowell J: The General Practice Research Database. Scientific and Ethical Advisory Group. QJM. 1998, 91: 445-452. 10.1093/qjmed/91.6.445.CrossRefPubMed Lawson DH, Sherman V, Hollowell J: The General Practice Research Database. Scientific and Ethical Advisory Group. QJM. 1998, 91: 445-452. 10.1093/qjmed/91.6.445.CrossRefPubMed
15.
go back to reference Herrett E, Thomas SL, Schoonen WM, Smeeth L, Hall AJ: Validation and validity of diagnoses in the General Practice Research Database: a systematic review. Br J Clin Pharmacol. 2010, 69: 4-14. 10.1111/j.1365-2125.2009.03537.x.CrossRefPubMedPubMedCentral Herrett E, Thomas SL, Schoonen WM, Smeeth L, Hall AJ: Validation and validity of diagnoses in the General Practice Research Database: a systematic review. Br J Clin Pharmacol. 2010, 69: 4-14. 10.1111/j.1365-2125.2009.03537.x.CrossRefPubMedPubMedCentral
16.
go back to reference Gulliford MC, Charlton J, Ashworth M, Rudd AG, Toschke AM, eCRT Research Team: Selection of medical diagnostic codes for analysis of electronic patient records. Application to stroke in a primary care database. PLoS One. 2009, 4: e7168-10.1371/journal.pone.0007168.CrossRefPubMedPubMedCentral Gulliford MC, Charlton J, Ashworth M, Rudd AG, Toschke AM, eCRT Research Team: Selection of medical diagnostic codes for analysis of electronic patient records. Application to stroke in a primary care database. PLoS One. 2009, 4: e7168-10.1371/journal.pone.0007168.CrossRefPubMedPubMedCentral
17.
go back to reference Gulliford MC, Charlton J, Rudd AG, Wolfe C, Toschke AM, eCRT Research Team: Declining one-year fatality of stroke and increasing coverage of vascular risk management. Population-based cohort study. J Neurol Neurosurg Psychiatry. 2010, 81: 416-22. 10.1136/jnnp.2009.193136.CrossRefPubMedPubMedCentral Gulliford MC, Charlton J, Rudd AG, Wolfe C, Toschke AM, eCRT Research Team: Declining one-year fatality of stroke and increasing coverage of vascular risk management. Population-based cohort study. J Neurol Neurosurg Psychiatry. 2010, 81: 416-22. 10.1136/jnnp.2009.193136.CrossRefPubMedPubMedCentral
18.
go back to reference Ashworth M, Charlton J, Ballard K, Latinovic R, Gulliford M: Variations in antibiotic prescribing and consultation rates for acute respiratory infection in UK general practices 1995-2000. Br J Gen Pract. 2005, 55: 603-8.PubMedPubMedCentral Ashworth M, Charlton J, Ballard K, Latinovic R, Gulliford M: Variations in antibiotic prescribing and consultation rates for acute respiratory infection in UK general practices 1995-2000. Br J Gen Pract. 2005, 55: 603-8.PubMedPubMedCentral
19.
go back to reference Heuschmann PU, Grieve AP, Toschke AM, Rudd AG, Wolfe CD: Ethnic group disparities in 10-year trends in stroke incidence and vascular risk factors: the South London Stroke Register (SLSR). Stroke. 2008, 39: 2204-2210. 10.1161/STROKEAHA.107.507285.CrossRefPubMed Heuschmann PU, Grieve AP, Toschke AM, Rudd AG, Wolfe CD: Ethnic group disparities in 10-year trends in stroke incidence and vascular risk factors: the South London Stroke Register (SLSR). Stroke. 2008, 39: 2204-2210. 10.1161/STROKEAHA.107.507285.CrossRefPubMed
20.
go back to reference Rothwell PM, Coull AJ, Giles MF, Howard SC, Silver LE, Bull LM, Gutnikov SA, Edwards P, Mant D, Sackley CM, Farmer A, Sandercock PA, Dennis MS, Warlow CP, Bamford JM, Anslow P, Oxford Vascular Study: Change in stroke incidence, mortality, case-fatality, severity, and risk factors in Oxfordshire, UK from 1981 to 2004. Lancet. 2004, 363: 1925-1933. 10.1016/S0140-6736(04)16405-2.CrossRefPubMed Rothwell PM, Coull AJ, Giles MF, Howard SC, Silver LE, Bull LM, Gutnikov SA, Edwards P, Mant D, Sackley CM, Farmer A, Sandercock PA, Dennis MS, Warlow CP, Bamford JM, Anslow P, Oxford Vascular Study: Change in stroke incidence, mortality, case-fatality, severity, and risk factors in Oxfordshire, UK from 1981 to 2004. Lancet. 2004, 363: 1925-1933. 10.1016/S0140-6736(04)16405-2.CrossRefPubMed
21.
go back to reference Grau AJ, Weimar C, Buggle F, Heinrich A, Goertler M, Neumaier S, Glahn J, Brandt T, Hacke W, Diener HC: Risk factors, outcome, and treatment in subtypes of ischemic stroke: the German stroke data bank. Stroke. 2001, 32: 2559-2566. 10.1161/hs1101.098524.CrossRefPubMed Grau AJ, Weimar C, Buggle F, Heinrich A, Goertler M, Neumaier S, Glahn J, Brandt T, Hacke W, Diener HC: Risk factors, outcome, and treatment in subtypes of ischemic stroke: the German stroke data bank. Stroke. 2001, 32: 2559-2566. 10.1161/hs1101.098524.CrossRefPubMed
22.
go back to reference Toschke AM, Wolfe CD, Heuschmann PU, Rudd AG, Gulliford M: Antihypertensive treatment after stroke and all-cause mortality--an analysis of the General Practitioner Research Database (GPRD). Cerebrovasc Dis. 2009, 28: 105-11. 10.1159/000223434.CrossRefPubMed Toschke AM, Wolfe CD, Heuschmann PU, Rudd AG, Gulliford M: Antihypertensive treatment after stroke and all-cause mortality--an analysis of the General Practitioner Research Database (GPRD). Cerebrovasc Dis. 2009, 28: 105-11. 10.1159/000223434.CrossRefPubMed
23.
go back to reference Toschke AM, Gulliford MC, Wolfe CD, Rudd AG, Heuschmann PU: Antihypertensive treatment after first stroke in primary care: results from the General Practitioner Research Database. J Hypertens. 2011, 29: 154-160. 10.1097/HJH.0b013e32833f3897.CrossRefPubMed Toschke AM, Gulliford MC, Wolfe CD, Rudd AG, Heuschmann PU: Antihypertensive treatment after first stroke in primary care: results from the General Practitioner Research Database. J Hypertens. 2011, 29: 154-160. 10.1097/HJH.0b013e32833f3897.CrossRefPubMed
24.
go back to reference Lewington S, Clarke R, Qizilbash N, Peto R, Collins R: Prospective Studies Collaboration. Age-specific relevance of usual blood pressure to vascular mortality: a meta-analysis of individual data for one million adults in 61 prospective studies. Lancet. 2002, 360: 1903-1913. 10.1016/S0140-6736(02)11911-8.CrossRefPubMed Lewington S, Clarke R, Qizilbash N, Peto R, Collins R: Prospective Studies Collaboration. Age-specific relevance of usual blood pressure to vascular mortality: a meta-analysis of individual data for one million adults in 61 prospective studies. Lancet. 2002, 360: 1903-1913. 10.1016/S0140-6736(02)11911-8.CrossRefPubMed
25.
go back to reference Law MR, Wald NJ, Morris JK, Jordan RE: Value of low dose combination treatment with blood pressure lowering drugs: analysis of 354 randomised trials. BMJ. 2003, 326: 1427-10.1136/bmj.326.7404.1427.CrossRefPubMedPubMedCentral Law MR, Wald NJ, Morris JK, Jordan RE: Value of low dose combination treatment with blood pressure lowering drugs: analysis of 354 randomised trials. BMJ. 2003, 326: 1427-10.1136/bmj.326.7404.1427.CrossRefPubMedPubMedCentral
26.
go back to reference Psaty BM, Lumley T, Furberg CD, Schellenbaum G, Pahor M, Alderman MH, Weiss NS: Health outcomes associated with various antihypertensive therapies used as first-line agents: a network meta-analysis. JAMA. 2003, 289: 2534-2544. 10.1001/jama.289.19.2534.CrossRefPubMed Psaty BM, Lumley T, Furberg CD, Schellenbaum G, Pahor M, Alderman MH, Weiss NS: Health outcomes associated with various antihypertensive therapies used as first-line agents: a network meta-analysis. JAMA. 2003, 289: 2534-2544. 10.1001/jama.289.19.2534.CrossRefPubMed
27.
go back to reference Mazzaglia G, Britton AR, Altmann DR, Chenet L: Exploring the relationship between alcohol consumption and non-fatal or fatal stroke: a systematic review. Addiction. 2001, 96: 1743-1756. 10.1046/j.1360-0443.2001.961217434.x.CrossRefPubMed Mazzaglia G, Britton AR, Altmann DR, Chenet L: Exploring the relationship between alcohol consumption and non-fatal or fatal stroke: a systematic review. Addiction. 2001, 96: 1743-1756. 10.1046/j.1360-0443.2001.961217434.x.CrossRefPubMed
28.
go back to reference Wettermark B, Persson A, von Euler M: Secondary prevention in a large stroke population: a study of patients' purchase of recommended drugs. Stroke. 2008, 39: 2880-2885. 10.1161/STROKEAHA.107.513390.CrossRefPubMed Wettermark B, Persson A, von Euler M: Secondary prevention in a large stroke population: a study of patients' purchase of recommended drugs. Stroke. 2008, 39: 2880-2885. 10.1161/STROKEAHA.107.513390.CrossRefPubMed
29.
go back to reference Ross JS, Halm EA, Bravata DM: Use of stroke secondary prevention services: are there disparities in care?. Stroke. 2009, 40: 1811-1819. 10.1161/STROKEAHA.108.539619.CrossRefPubMedPubMedCentral Ross JS, Halm EA, Bravata DM: Use of stroke secondary prevention services: are there disparities in care?. Stroke. 2009, 40: 1811-1819. 10.1161/STROKEAHA.108.539619.CrossRefPubMedPubMedCentral
Metadata
Title
Utility of electronic patient records in primary care for stroke secondary prevention trials
Authors
Alex Dregan
Michael A Toschke
Charles D Wolfe
Anthony Rudd
Mark Ashworth
Martin C Gulliford
the eCRT Research team
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2011
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-11-86

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