| Literature DB >> 27672314 |
Beata Jankowska-Polanska1, Izabella Uchmanowicz1, Anna Chudiak1, Krzysztof Dudek2, Donald E Morisky3, Anna Szymanska-Chabowska4.
Abstract
Low adherence to pharmacological treatment is often associated with poor blood pressure control, but identification of nonadherent patients in outpatient settings is difficult. The aim of the study was to translate and evaluate the psychometric properties of the Polish version of the structured self-report eight-item Morisky Medication Adherence Scale (MMAS-8) among patients with hypertension. The study was conducted in a family doctor practice between January and July 2015. After a standard "forward-backward" procedure to translate MMAS-8 into Polish, the questionnaire was administered to 160 patients with hypertension. Reliability was tested using a measure of internal consistency (Cronbach's α) and test-retest reliability. Validity was confirmed using known group validity. Three levels of adherence were considered based on the following scores: 0 to <6 (low); 6 to <8 (medium); and 8 (high). Complete questionnaires were returned by 110 respondents (mean age: 60.7 years ±12.6; 54.6% were female). The mean number of pills taken daily was 3.61±4.31. The mean adherence score was 6.42± 2.0. Moderate internal consistency was found (Cronbach's α=0.81), and test-retest reliability was satisfactory (r=0.461-0.905; P<0.001). Reproducibility expressed by Cohen's κ coefficient =0.61 was good. In high-adherent patients, the percentage of well-controlled blood pressure was higher than in low-adherent patients (33.3% vs 19.1%, χ (2)=0.87, P=0.648). Psychometric evaluation of the Polish version of the MMAS-8 indicates that it is a reliable and valid measure tool to detect nonadherent patients. The MMAS-8 may be routinely used to support communication about the medication-taking behavior in hypertensive patients.Entities:
Keywords: Morisky scale; hypertension; medication adherence; pharmacological treatment; validation
Year: 2016 PMID: 27672314 PMCID: PMC5026177 DOI: 10.2147/PPA.S101904
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Characteristics of patients according to the groups of adherence
| Characteristic | Total (n=110) | Low (n=27) | Medium (n=43) | High (n=40) | F/ | |
|---|---|---|---|---|---|---|
| Age (y), n (SD) | 60.7 (12.6) | 58.1 (13.0) | 60.2 (13.6) | 62.9 (11.0) | 1.231 | 0.296 |
| BMI (kg/m2), n (SD) | 27.8 (4.4) | 28.9 (4.5) | 27.6 (4.5) | 27.3 (4.0) | 1.081 | 0.343 |
| Female | 60 (54.6%) | 14 (51.8%) | 22 (51.2%) | 24 (60.0%) | 0.757 | 0.685 |
| Education level | 5.271 | 0.261 | ||||
| Primary and below | 31 (28.2%) | 5 (18.5%) | 16 (37.2%) | 10 (25.0%) | ||
| Secondary school | 55 (50.0%) | 17 (63.0%) | 16 (37.2%) | 22 (55.0%) | ||
| College and above | 24 (21.8%) | 5 (18.5%) | 11 (25.6%) | 8 (20.0%) | ||
| Marital status | 3.115 | 0.374 | ||||
| Marriage and partnership | 74 (67.3%) | 17 (63.0%) | 33 (76.7%) | 24 (60.0%) | ||
| Divorcee/single | 15 (13.7%) | 5 (18.5%) | 4 (9.3%) | 6 (15.0%) | ||
| Widow/widower | 21 (19.1%) | 5 (18.5%) | 6 (14.0%) | 10 (25.0%) | ||
| Employment status | 4.744 | 0.577 | ||||
| Working | 48 (43.6%) | 12 (44.4%) | 20 (46.5%) | 16 (40.0%) | ||
| Retired | 51 (46.4%) | 11 (40.8%) | 18 (41.9%) | 22 (55.0%) | ||
| Pensioned | 8 (7.3%) | 3 (11.1%) | 3 (7.0%) | 2 (5.0%) | ||
| Unemployed | 3 (2.7%) | 1 (3.7%) | 2 (4.6%) | 0 (0.0%) | ||
| Time from HBP diagnosis | 9.5 (7.5) | 9.3 (6.3) | 10.9 (8.4) | 8.2 (7.0) | 1.343 | 0.265 |
| Classification of hypertension | 9.283 | 0.158 | ||||
| Normal | 3 (2.7%) | 0 (0.0%) | 0 (0.0%) | 3 (7.5%) | ||
| High-normal | 18 (16.4%) | 4 (14.8%) | 10 (23.3%) | 4 (10.0%) | ||
| Grade 1 (mild) | 59 (53.6%) | 16 (59.3%) | 20 (46.5%) | 23 (57.5%) | ||
| Grade 2 (moderate) | 30 (27.3%) | 7 (25.9%) | 13 (30.2%) | 10 (25.0%) | ||
| Nicotine addiction | 7.183 | 0.127 | ||||
| Never smoked | 60 (55.0%) | 12 (44.4%) | 23 (53.5%) | 25 (64.1%) | ||
| No longer smoker | 20 (18.4%) | 3 (11.2%) | 9 (20.9%) | 8 (20.5%) | ||
| Current smoker | 29 (26.6%) | 12 (44.4%) | 11 (25.6%) | 6 (15.4%) | ||
| Alcohol | 6.636 | 0.465 | ||||
| At all | 37 (33.6%) | 7 (25.9%) | 13 (30.2%) | 17 (42.5%) | ||
| Sometimes | 65 (59.1%) | 17 (63.0%) | 26 (60.5%) | 22 (55.0%) | ||
| Often | 7 (6.4%) | 3 (11.1%) | 3 (7.0%) | 1 (2.5%) | ||
| Daily | 1 (0.9%) | 0 (0.0%) | 1 (2.3%) | 0 (0.0%) | ||
| Frequency of BP control | 33.46 | |||||
| Three times a day | 9 (8.2%) | 2 (7.4%) | 3 (7.0%) | 4 (10.0%) | ||
| Twice a day | 32 (29.1%) | 7 (25.9%) | 10 (23.3%) | 15 (37.5%) | ||
| Once a day | 34 (30.9%) | 5 (18.5%) | 13 (30.2%) | 16 (40.0%) | ||
| Once a week | 14 (12.7%) | 1 (3.7%) | 10 (23.3%) | 3 (7.5%) | ||
| Only a doctor | 8 (7.3%) | 3 (11.1%) | 5 (11.6%) | 0 (0.0%) | ||
| When ill feeling | 13 (11.8%) | 9 (33.3%) | 2 (4.6%) | 2 (5.0%) | ||
| Frequency of medication | 5.664 | 0.226 | ||||
| More often than once a day | 36 (32.7%) | 10 (37.0%) | 17 (39.5%) | 9 (22.5%) | ||
| Once a day | 66 (60.0%) | 14 (51.9%) | 25 (58.1%) | 27 (67.5%) | ||
| Number of medications daily | 3.61 (4.31) | 5.42 (3.64) | 4.75 (3.18) | 2.64 (3.18) | 7.862 | 0.062 |
Note: Statistical significance marked in bold.
Abbreviations: BP, blood pressure; HBP, high blood pressure; BMI, body mass index.
Analysis of adherence levels of MMAS depending on the degree of illness acceptance
| Morisky Medication Adherence Scale | Moderate illness acceptance (19–29 points) |
|---|---|
| Do you sometimes forget to take your pills? | 0.66±0.47 |
| People sometimes miss taking their medications for reasons other than forgetting. Thinking back over the past 2 weeks, were there any days when you did not take your medicine? | 0.81±0.39 |
| Have you every cut back on or stopped taking your medication without telling your doctor, because you felt worse when you took it? | 0.83±0.38 |
| When you travel or leave home, do you sometimes forget to take your medication with you? | 0.74±0.44 |
| Did you take your medicine yesterday? | 0.87±0.33 |
| When you feel like your illness is under control, do you sometimes stop taking your medicine? | 0.84±0.37 |
| Taking medication every day is a real inconvenience for some people. Do you ever feel hassled about sticking to your treatment plan? | 0.80±0.40 |
| How often do you have difficulty remembering to take all your medications? | 0.88±0.21 |
| Never/Rarely (4) | |
| Once in a while (3) | |
| Sometime (2) | |
| Usually (1) | |
| All the time (0) | |
| MMAS-8-Total | 6.42±2.00 |
| Adherence level, n (%) | |
| Low adherence (<6) | 27 (24.5) |
| Medium adherence (6–8) | 43 (39.1) |
| High adherence (=8) | 40 (36.4) |
Notes: Use of the ©MMAS-8 is protected by the US copyright laws. Permission for use is required. A licensure agreement is available from Donald E Morisky, ScD, ScM, MSPH, Professor, Department of Community Health Sciences, UCLA School of Public Health, 650 Charles E Young Drive South, Los Angeles, CA 90095-1772; dmorisky@gmail.com. Data shown as mean ± SD unless stated otherwise.
Abbreviation: MMAS-8, eight-item Morisky Medication Adherence Scale.
Corrected item-to-total correlation and factors loading of the Polish MMAS-8
| Items | Patients’ responses | Entry (n=110), number (%) | Corrected item-to-total correlation | α if deleted | Factor
| |
|---|---|---|---|---|---|---|
| Factor 1 | Factor 2 | |||||
| Q1 | No | 73 (66.4) | 0.589 | 0.777 | 0.032 | |
| Q2 | No | 89 (80.9) | 0.565 | 0.780 | −0.218 | |
| Q3 | No | 91 (82.7) | 0.524 | 0.786 | −0.198 | |
| Q4 | No | 81 (73.6) | 0.661 | 0.763 | 0.010 | |
| Q5 | Yes | 96 (87.3) | 0.031 | 0.849 | 0.055 | |
| Q6 | No | 92 (83.6) | 0.686 | 0.762 | −0.003 | |
| Q7 | No | 88 (80.0) | 0.635 | 0.769 | 0.090 | |
| Q8 | Never/rarely | 3 (2.7) | 0.580 | 0.791 | 0.199 | |
| Once in a while | 10 (9.1) | |||||
| Sometimes | 20 (18.2) | |||||
| Usually | 76 (69.1) | |||||
| All the time | 1 (0.9) | |||||
Note: Statistically significant values are shown in bold.
Abbreviations: n, sample size; MMAS-8, eight-item Morisky Medication Adherence Scale; α, Cronbach’s alpha coefficient.
Relations between level of adherence and blood pressure control groups
| Adherence level | Blood pressure
| Mean (SD)
| ||
|---|---|---|---|---|
| Control
| Blood pressure values
| |||
| Yes, n (%) | No, n (%) | SBP, mmHg | DBP, mmHg | |
| Low adherence (<6) | 4 (19.1) | 23 (25.8) | 145 (17) | 90 (8) |
| Medium adherence (6 to <8) | 10 (47.6) | 33 (37.1) | 147 (14) | 91 (12) |
| High adherence (8) | 7 (33.3) | 33 (37.1) | 141 (11) | 84 (12) |
Abbreviations: SBP, systolic blood pressure; DBP, diastolic blood pressure; SD, standard deviation; MMAS-8, eight-item Morisky Medication Adherence Scale.
Test–retest result
| Questions (items) | Test 1 | Test 2
| ρ
| |||||
|---|---|---|---|---|---|---|---|---|
| No | Yes | C (%) | ||||||
| Q1 Do you sometimes forget to take your antihypertensive pills? | No | 72 | 5 | 0.874 | 0.878 | |||
| Yes | 1 | 32 | 94.5% | |||||
| Q2 People sometimes miss taking their medications for reasons other than forgetting. Thinking over the past 2 weeks, were there any days when you did not take your antihypertensive medicine? | No | 88 | 7 | 0.751 | 0.751 | |||
| Yes | 1 | 14 | 92.7% | |||||
| Q3 Have you ever cut back or stopped taking your medication without telling your doctor, because you felt worse when you took it? | No | 87 | 1 | 0.850 | 0.854 | |||
| Yes | 4 | 18 | 95.5% | |||||
| Q4 When you travel or leave home, do you sometimes forget to bring along your antihypertensive medicine? | No | 80 | 3 | 0.904 | 0.905 | |||
| Yes | 1 | 26 | 95.5% | |||||
| Q5 Did you take your antihypertensive medicine yesterday? | No | 8 | 8 | 0.460 | 0.461 | |||
| Yes | 6 | 88 | 12.7% | |||||
| Q6 When you feel like your hypertension is under control, do you sometimes stop taking your medicine? | No | 90 | 2 | 0.867 | 0.867 | |||
| Yes | 2 | 16 | 96.4% | |||||
| Q7 Taking medication every day is a real inconvenience for some people. Do you ever feel hassled about sticking to your antihypertensive treatment plan? | No | 86 | 5 | 0.790 | 0.794 | |||
| Yes | 2 | 17 | 93.6% | |||||
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| Q8 How often do you have difficulty remembering to take all your medications? | ||||||||
| Never/rarely | a) | 75 | 1 | 1 | 1 | 1 | 0.727 | 0.854 |
| Once in a while | b) | 0 | 15 | 1 | 0 | 0 | ||
| Sometimes | c) | 1 | 4 | 8 | 0 | 0 | 90.1% | |
| Usually | d) | 0 | 0 | 0 | 2 | 0 | ||
| All the time | e) | 0 | 0 | 0 | 0 | 0 | ||
Abbreviations: κ, Cohen’s kappa coefficient; ρ, Spearman’s rank correlation coefficient; C, consistency.
Frequency table and χ2 test
| Test 2 | Test 1 | Percentage | ||
|---|---|---|---|---|
| Low | Medium | High | ||
| Low | 26 | 2 | 1 | 26.4 |
| Medium | 1 | 29 | 4 | 30.9 |
| High | 0 | 12 | 35 | 42.7 |
| 24.5% | 39.1% | 36.4% | ||
Notes: χ2=129.6, df =4, P<0.0001, κ=0.606.
Abbreviations: df, degrees of freedom; κ, Cohen’s kappa coefficient.