| Literature DB >> 22927746 |
Leon Dupclay1, Michael Eaddy, James Jackson, Aditya Raju, Andrew Shim.
Abstract
BACKGROUND: Patient medication adherence is multidimensional and poses significant concerns to health care professionals. One aspect of adherence is a patient forgetting to take their prescribed medication, which may be improved with reminder packaging (RP). The objective of this analysis was to assess the impact of RP on patient adherence to antihypertensive therapy.Entities:
Keywords: adherence; hypertension; persistency; reminder packaging
Year: 2012 PMID: 22927746 PMCID: PMC3422118 DOI: 10.2147/PPA.S31417
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Figure 1Study design.
Notes: The index date for first VAL-HCT-RP was defined as the first fill of Diovan® HCT-RP, which occurred after October 28, 2009 (the date the packaging was released into the marketplace). The period of time that patients were identified for study inclusion based on their first fill of VAL-HCT-RP was considered as the enrollment period, which ranged from October 28, 2009 through January 31, 2010, allowing for patients to be followed for 6 months pre-index and post-index Diovan HCT-RP prescription.
Abbreviations: RP, reminder packaging; non-RP, without reminder packaging; VAL-HCT, valsartan-hydrochlorothiazide combination.
Baseline characteristics: after match
| Characteristics | RP (n = 4633) | non-RP (n = 4633) | Standardized difference | |||
|---|---|---|---|---|---|---|
| Demographic characteristics | ||||||
| Age (mean, SD) | 62.07 | 12.60 | 62.02 | 12.16 | 0.8262 | 0.45 |
| Female (n, %) | 2900 | 62.59 | 2889 | 62.36 | 0.8250 | 0.49 |
| Region (n, %) | ||||||
| Midwest | 849 | 18.33 | 901 | 19.45 | 2.87 | |
| Northeast | 675 | 14.57 | 677 | 14.61 | 0.6556 | 0.12 |
| South | 2711 | 58.52 | 2656 | 57.33 | 2.40 | |
| West | 398 | 8.59 | 399 | 8.61 | 0.08 | |
| Adherence in pre-index period (mean, SD) | ||||||
| MPR | 82.43 | 18.63 | 82.57 | 19.39 | 0.6910 | 0.77 |
| Refill timing (days) | 8.77 | 14.61 | 8.84 | 13.55 | 0.7971 | 0.51 |
| Prescription counts in pre-index period (mean, SD) | ||||||
| Unique HTN Rx classes (n) | 0.62 | 0.79 | 0.62 | 0.79 | 0.8183 | 0.44 |
| Unique HTN Rxs (n) | 0.64 | 0.82 | 0.63 | 0.82 | 0.7718 | 0.55 |
| Unique non-HTN Rx classes (n) | 4.41 | 3.62 | 4.47 | 3.75 | 0.4224 | 1.55 |
| Unique non-HTN Rxs (n) | 4.61 | 3.89 | 4.68 | 4.05 | 0.3072 | 1.97 |
| Comorbidity in pre-index period | ||||||
| Cardiovascular CDS I | 1.38 | 1.69 | 1.37 | 1.67 | 0.8649 | 0.33 |
| Non-cardiovascular CDS II | 2.24 | 2.25 | 2.27 | 2.30 | 0.5337 | 1.25 |
| Other diseases (n, %) | ||||||
| Renal disease | 2 | 0.04 | 3 | 0.06 | 1.0000 | 0.93 |
| End-stage renal disease | 1 | 0.02 | 1 | 0.02 | 1.0000 | 0.00 |
| Cystic fibrosis | 2 | 0.04 | 1 | 0.02 | 1.0000 | 1.20 |
| Liver failure | 7 | 0.15 | 9 | 0.19 | 0.8036 | 1.04 |
| Transplantation | 0 | 0.00 | 1 | 0.02 | – | – |
| Thyroid disorders | 587 | 12.67 | 592 | 12.78 | 0.8987 | 0.32 |
| Pain and inflammation | 837 | 18.07 | 828 | 17.87 | 0.8180 | 0.51 |
| Pain | 1020 | 22.02 | 1009 | 21.78 | 0.7957 | 0.57 |
| Depression | 928 | 20.03 | 911 | 19.66 | 0.6730 | 0.92 |
| Psychotic illness | 78 | 1.68 | 84 | 1.81 | 0.6771 | 0.99 |
| Bipolar disorder | 4 | 0.09 | 3 | 0.06 | 1.0000 | 0.79 |
| Human immunodeficiency virus | 114 | 2.46 | 102 | 2.20 | 0.4368 | 1.72 |
| Anxiety and tension | 613 | 13.23 | 565 | 12.20 | 0.1094 | 3.11 |
Notes:
t-test for continuous variables and Chi-square test for categorical variables;
CDS is calculated by assigning a weight (score) to each drug class to correspond to disease complexity and severity. It is an aggregate of the assigned weights based on medication use, but not on frequency of use;
CDS I is derived based on hypertensive (excluding valsartan-hydrochlorothiazide claims) and cardiac medications, by assigning scores suggested by Von Korff et al.21 Range (0–7);
CDS II is derived based on medications of epilepsy, tuberculosis, rheumatologic conditions, hyperlipidemia, malignancies, Parkinson’s disease, diabetes, glaucoma, ulcer, respiratory illness, gout, acne, migraines, Crohn’s disease, and coronary disease by assigning scores suggested by Von Kroff et al.21 Range (0–27) Standardized difference = 100 * (x1 − x2)/√ {(s12 + s22)/2}, where x1 = mean of group 1, x2 = mean of group 2, s1 = standard deviation of group 1, and s2 = standard deviation of group 2.
Abbreviations: CDS, chronic disease score; ESRD, end-stage renal disease; HIV, human immunodeficiency virus; HTN, hypertension; MPR, medication possession ratio; RP, reminder packaging; Rx, prescription; SD, standard deviation; non-RP, without reminder packaging.
Figure 2Reminder packaging dispensed to patients.
Adherence and persistency outcomes
| Outcome | RP (n = 4633) | non-RP (n = 4633) | |||
|---|---|---|---|---|---|
|
|
| ||||
| Mean | SD | Mean | SD | ||
| Adherence (mean, SD) | |||||
| MPR | 79.6 | (18.7) | 73.2 | (21.3) | <0.0001 |
| PDC | 65.2 | (26.2) | 62.7 | (25.1) | <0.0001 |
| Persistence (mean, SD) | |||||
| Time to discontinuation (days) | 195.9 | (115.8) | 174.0 | (118.6) | <0.0001 |
| Refill timing (days) | 10.4 | (16.5) | 15.6 | (20.0) | <0.0001 |
Notes: Refill timing: time between successive refills of valsartan-hydrochlorothiazide.
Paired t-test. Matching was based on propensity scores.
Abbreviations: MPR, medication possession ratio; PDC, proportion of days covered; RP, reminder packaging; SD, standard deviation; non-RP, without reminder packaging.
Figure 3Time-to-event (treatment discontinuation) analysis.
Outcomes stratified by pre-index medication possession ratio categories
| Pre-period MPR categories (%) | RP | non-RP | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
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| Pre-period (n = 4633) | Post-period (n = 4633) | Pre-period (n = 4633) | Post-period (n = 4633) | ||||||||
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| n | Mean | SD | Mean | SD | n | Mean | SD | Mean | SD | ||
| MPR | |||||||||||
| 0–19 | 3 | 10.89 | (7.58) | 58.73 | (26.88) | 2 | 4.83 | (0.16) | 41.21 | (8.36) | 0.6105 |
| 20–39 | 144 | 30.76 | (5.52) | 62.24 | (21.07) | 153 | 34.29 | (4.06) | 57.32 | (19.66) | 0.0008 |
| 40–59 | 466 | 50.20 | (5.18) | 66.31 | (20.66) | 584 | 50.28 | (5.29) | 60.84 | (20.46) | 0.0001 |
| 60–79 | 1098 | 70.92 | (5.32) | 76.18 | (18.93) | 905 | 70.23 | (5.83) | 66.12 | (20.15) | 0.0001 |
| 80–100 | 2922 | 94.51 | (5.98) | 83.95 | (16.18) | 2989 | 95.15 | (5.90) | 78.65 | (19.74) | 0.0001 |
| Refill timing (days) | |||||||||||
| 0–19 | 3 | 93.67 | (29.57) | 27.37 | (21.82) | 2 | 88.00 | (16.97) | 43.33 | (15.08) | 0.6118 |
| 20–39 | 144 | 67.76 | (19.56) | 24.52 | (24.52) | 153 | 56.25 | (11.84) | 0.12 | (23.10) | 0.0001 |
| 40–59 | 466 | 29.33 | (6.56) | 20.40 | (21.57) | 584 | 29.08 | (6.69) | 25.17 | (22.75) | 0.0004 |
| 60–79 | 1098 | 11.69 | (3.40) | 12.48 | (17.42) | 905 | 12.32 | (4.22) | 20.31 | (20.71) | 0.0001 |
| 80–100 | 2922 | 1.40 | (2.00) | 7.35 | (13.36) | 2989 | 1.36 | (2.06) | 11.61 | (17.73) | 0.0001 |
Notes:
P < 0.05 versus pre-period values (paired t-test).
Statistical test: unpaired t-test for pre-post difference scores.
Abbreviations: MPR, medication possession ratio; non-RP, without reminder packaging; RP, reminder packaging; SD, standard deviation.