| Literature DB >> 24578536 |
Taru Hallinen1, Erkki J Soini, Christian Asseburg, Pekka Kuosmanen, Ari Laakkonen.
Abstract
OBJECTIVE: To assess the frequency of warfarin use, the achieved international normalised ratio (INR) balance among warfarin users and the primary healthcare outpatient costs of patients with atrial fibrillation (AF).Entities:
Keywords: Primary Care
Mesh:
Substances:
Year: 2014 PMID: 24578536 PMCID: PMC3939644 DOI: 10.1136/bmjopen-2013-004071
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Patient characteristics
| Variable | All patients (n=2746) | No warfarin (n=1475) | Warfarin (n=1271) |
|---|---|---|---|
| Age, mean (SD)† | 74.3 (12.3) | 71.1 (13.4) | 78.0 (9.8)** |
| Gender, male (%)† | 52.8 | 58.0 | 46.9** |
| CHA2DS2-VASc, mean (SD)† | 3.1 (1.9) | 2.5 (1.8) | 3.8 (1.8)** |
| CHADS2, mean (SD) † | 1.6 (1.4) | 1.2 (1.3) | 2.1 (1.4)** |
| Myocardial infarction (%) | 15.7 | 12.1 | 19.8** |
| Angina pectoris (%) | 21.7 | 18.4 | 25.5** |
| Coronary heart disease (%) | 21.7 | 17.6 | 26.5** |
| Congestive heart failure (%) | 28.6 | 19.0 | 39.7** |
| Hypertension (%) | 14.3 | 10.3 | 19.0** |
| Ischaemic stroke (%) | 13.7 | 9.2 | 18.9** |
| Transient ischaemic attack (%) | 11.8 | 9.6 | 14.2** |
| Thromboembolism (%) | 0.7 | 0.1 | 1.4** |
| Peripheral vascular disease (%) | 7.2 | 4.5 | 10.5** |
| Atherosclerosis of aorta (%) | 0.1 | 0.2 | 0.1 |
| Neoplasm (%) | 1.1 | 0.9 | 1.4 |
| Liver disease (%) | 0.1 | 0.1 | 0.2 |
| Kidney disease (%) | 0.3 | 0.5 | 0.2 |
| Diabetes (%) | 21.6 | 17.1 | 26.9** |
| Intracerebral haemorrhage (%) | 0.1 | 0.1 | 0 |
| Intracranial bleed (%) | 0.1 | 0.1 | 0.1 |
| Gastrointestinal bleed (%) | 0.3 | 0.2 | 0.3 |
| Use of home nursing services (%) | 24.7 | 17.4 | 33.1** |
| Had died by June 2012 (%) | 9.3 | 8.0 | 10.9* |
| Follow-up time‡ | 353.5 (51.8) | 357.5 (42.6) | 348.9 (60.5)** |
*p<0.05, **p<0.001 mark statistically significant differences between warfarin users and non-users.
†Data missing for eight patients in ‘no warfarin’ group.
‡365 days unless the patient died within the study period.
Average time in TTR among warfarin users
| Outcome variable | N | Mean | SD |
|---|---|---|---|
| Individual TTR | 1271 | 65.2 | 26.8 |
| Standard TTR | 1271 | 64.4 | 26.9 |
| Individual TTR, continuous use of warfarin | 474 | 72.3 | 19.9 |
| Standard TTR, continuous use of warfarin | 474 | 70.9 | 20.7 |
| Individual TTR, continuous use of warfarin and 1-year follow-up | 420 | 74.5 | 17.8 |
| Standard TTR, continuous use of warfarin and 1-year follow-up | 420 | 72.8 | 19.0 |
Individual TTR calculated on the basis of individually specified target INR range when available and on the basis of assumed 2.0–3.0 target range when individually specified target ranges were not defined. Standard TTR calculated on the basis of assumed 2.0–3.0 target INR range for all warfarin users. Continuous use, no gaps exceeding 56 days between two successive INR test results.
INR, international normalised ratio; TTR, time in therapeutic range.
Figure 1Number of patients alive and dead (in June 2012) in each TTR subgroup. TTR, time in therapeutic range.
Figure 2Proportion of patients reaching different TTR levels according to patients’ defined target INR range. Defined target range, individual INR target range specified in the database. TTR, time in therapeutic range.
Healthcare resource use and average costs (2011 value)
| Resourse use, mean (SD) | National unit costs, mean (SD) | Service provider costs, mean (SD) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| All (n=2 746) | Warfarin (n=1271) | No warfarin (n=1 475) | All | Warfarin | No warfarin | All | Warfarin | No warfarin | |
| Physician visits | 1.8 (3.0) | 3.3 (3.4) | 0.6 (1.8) | 130.37 (213.7) | 234.94 (242.3) | 40.27 (130.03) | 219.34 (359.52) | 395.24 (407.65) | 67.74 (218.76) |
| Physician phone consultations | 0.4 (1.0) | 0.8 (1.2) | 0.1 (0.6) | 8.43 (19.8) | 15.04 (24.9) | 2.73 (11.4) | 20.43 (48.08) | 36.46 (60.30) | 6.61 (27.54) |
| Nurse visits | 2.6 (5.6) | 4.8 (7.1) | 0.7 (2.7) | 81.18 (176.3) | 149.97 (223.4) | 21.91 (85.4) | 145.12 (315.17) | 268.08 (399.31) | 39.17 (152.75) |
| Nurse phone consultations | 2.8 (5.9) | 6.0 (7.5) | 0.2 (0.8) | 25.13 (52.03) | 52.61 (66.2) | 1.44 (7.2) | 53.35 (110.47) | 111.70 (140.58) | 3.07 (15.30) |
| Inpatient days | 10.9 (50.4) | 17.4 (59.5) | 5.2 (40.1) | 1795.19 (8327.84) | 2880.29 (9834.83) | 860.16 (6627.74) | 1661.10 (7705.83) | 2665.16 (9100.26) | 795.91 (6132.71) |
| INR tests | 8.8 (13.3) | 19.1 (13.7) | 0 (0.1) | 69.33 (105.5) | 149.75 (107.5) | 0.04 (0.6) | 122.04 (184.0) | 263.60 (189.3) | 0.07 (1.1) |
| Average total costs | 2109.62 (8352.22) | 3482.59 (9808.79) | 926.54 (6632.42) | 2221.37 (7764.31) | 3740.24 (9064.49) | 912.56 (6145.70) | |||
| Average outpatient costs | 314.44 (419.4) | 602.30 (424.2) | 66.38 (198.8) | 560.26 (744.60) | 1075.08 (750.65) | 116.65 (348.65) | |||
INR, international normalised ratio.
Factors affecting total treatment costs (using the national unit costs) and marginal effect of covariates (n=2738)
| Covariate | Coefficient | SE | p>z | 95% CI | Marginal effect* in euros (95% CI) |
|---|---|---|---|---|---|
| Age | −0.003 | 0.004 | 0.39 | −0.01 to 0.00 | −0.58 (−1.91 to 0.75) |
| Gender, male | −0.269 | 0.088 | 0.00 | −0.44 to −0.10 | −48.53 (−80.35 to −16.71)† |
| CHD | 0.069 | 0.123 | 0.57 | −0.17 to 0.31 | 12.57 (−32.17 to 57.30) |
| Angina | 0.313 | 0.119 | 0.01 | 0.08 to 0.55 | 61.27 (10.91 to 111.62)† |
| MI | 0.068 | 0.127 | 0.59 | −0.18 to 0.32 | 12.52 (−34.11 to 59.15)) |
| Diabetes | 0.282 | 0.104 | 0.01 | 0.08 to 0.49 | 54.70 (11.51 to 97.89)† |
| Hypertension | 0.124 | 0.124 | 0.32 | −0.12 to 0.37 | 23.21 (−24.18 to 70.60) |
| Other bleed | −1.109 | 1.100 | 0.31 | −3.27 to 1.05 | −119.90 (−248.04 to 8.24) |
| GI bleed | 0.476 | 0.838 | 0.57 | −1.17 to 2.12 | 108.81 (−362.56 to 580.19) |
| Intracranial bleed | −2.923 | 1.607 | 0.07 | −6.07 to 0.23 | −169.42 (−202.92 to −135.92)† |
| ICH | 0.175 | 1.536 | 0.91 | −2.83 to 3.18 | 34.19 (−606.32 to 674.71) |
| Stroke | −0.065 | 0.132 | 0.62 | −0.32 to 0.19 | −11.30 (−55.47 to 32.87) |
| TIA | 0.207 | 0.137 | 0.13 | −0.06 to 0.48 | 40.04 (−16.48 to 96.56) |
| CHF | −0.090 | 0.107 | 0.40 | −0.30 to 0.12 | −15.80 (−52.01 to 20.41) |
| Thromboembolism | 0.051 | 0.492 | 0.92 | −0.91 to 1.02 | 9.41 (−171.97 to 190.78) |
| PVD | 0.125 | 0.169 | 0.46 | −0.21 to 0.46 | 23.66 (−42.31 to 89.64) |
| Atherosclerosis of aorta | 1.008 | 1.094 | 0.36 | −1.14 to 3.15 | 310.61 (−737.32 to 1358.54) |
| Neoplasm | 0.926 | 0.409 | 0.02 | 0.13 to 1.73 | 269.58 (−86.92 to 626.08)† |
| Liver disease | −0.390 | 1.103 | 0.72 | −2.55 to 1.77 | −57.74 (−319.54 to 204.07) |
| Kidney disease | 1.077 | 0.736 | 0.14 | −0.37 to 2.52 | 344.51 (−408.13 to 1097.14) |
| TTR classification (compared with no warfarin use) | |||||
| TTR<40% | 2.264 | 0.163 | 0.00 | 1.95 to 2.58 | 551.52 (369.17 to 733.87)† |
| 40≤TTR<60% | 2.466 | 0.173 | 0.00 | 2.13 to 2.81 | 689.86 (452.71 to 927.02)† |
| 60%≤TTR<70% | 2.319 | 0.170 | 0.00 | 1.99 to 2.65 | 586.36 (386.17 to 786.54)† |
| 70%≤TTR<80% | 2.227 | 0.160 | 0.00 | 1.91 to 2.54 | 529.07 (358.82 to 699.33)† |
| TTR≥80% | 2.019 | 0.122 | 0.00 | 1.78 to 2.26 | 417.90 (318.24 to 517.56)† |
| Inpatient days | −0.001 | 0.001 | 0.29 | 0.00 to 0.00 | −0.21 (−0.6 to 0.18) |
| Follow-up time (days) | 0.002 | 0.001 | 0.05 | 0.00 to 0.00 | 0.31 (−0.01 to 0.62) |
| Use of home nursing services | 0.079 | 0.105 | 0.45 | −0.13 to 0.28 | 14.40 (−23.81 to 52.61) |
| Intercept | 3.727 | 0.444 | 0.00 | 2.86 to 4.60 | |
*Estimated as a change from the base level at mean values of covariates except for follow-up time, which was fixed at 365 days.
†Statistically significant marginal effect.
CHD, coronary heart disease; CHF, congestive heart failure; GI, gastrointestinal; ICH, intracerebral haemorrhage; MI, myocardial infarction; PVD, peripheral vascular disease; TIA, transient ischaemic attack; TTR, time in therapeutic range.