| Literature DB >> 34845061 |
Fernando Gomez-Peralta1, José A Fornos Pérez2,3, Ana Molinero3,4, Ignacio M Sánchez Barrancos5, Ezequiel Arranz Martínez6, Pablo Martínez-Pérez7, Inés Mera Gallego3,8, N Floro Andrés-Rodríguez3,9.
Abstract
INTRODUCTION: Adherence to treatment and hypoglycemia awareness are strongly linked to glycemic control and hypoglycemia risk in people with type 2 diabetes mellitus (T2DM). Community pharmacies are suitable facilities to detect these conditions, and should be involved in the strategies to minimize the associated risks and burden. RESEARCH DESIGN AND METHODS: This cross-sectional study conducted at community pharmacies across Spain assessed the prevalence of low adherence to antidiabetic treatments, the frequency of impaired hypoglycemia awareness, and their predictive factors. Adherence was measured with the 8-item Morisky Medication Adherence Scale (MMAS-8) and electronic records of dispensed treatments. The Clarke questionnaire was used to assess impaired hypoglycemia awareness. Healthcare counseling provided in the pharmacy was collected.Entities:
Keywords: community pharmacy services; diabetes mellitus type 2; hypoglycemia; medication adherence
Mesh:
Substances:
Year: 2021 PMID: 34845061 PMCID: PMC8633992 DOI: 10.1136/bmjdrc-2021-002148
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Demographic and clinical characteristics of study participants
| N=618 | Men | Women | |
| Sex, n (%) | |||
| Men | 313 (50.7) | – | – |
| Women | 305 (49.3) | – | – |
| Age (years), mean (SE) | 66.5 (0.6) | 65.1 (0.8) | 68.0 (0.8)* |
| Education level, n (%) | |||
| Unschooled or not reported | 150 (24.2) | 62 (19.8) | 88 (28.9) |
| Primary education | 262 (42.4) | 140 (44.7) | 122 (40.0)* |
| Secondary education | 134 (21.7) | 68 (21.7) | 66 (21.6) |
| Tertiary education | 72 (11.7) | 43 (13.7) | 29 (9.5) |
| Employment status, n (%) | |||
| Employed | 140 (22.7) | 83 (26.5) | 57 (18.7) |
| Unemployed | 54 (8.7) | 27 (8.6) | 27 (8.9) |
| Pensioner | 424 (68.6) | 203 (64.9) | 221 (72.5) |
| Hypertension, n (%) | 405 (65.5) | 210 (67.1) | 195 (63.9) |
| Dyslipidemia, n (%) | 333 (53.9) | 176 (56.2) | 157 (51.5) |
| Reported diabetes-related comorbidities, n (%) | 245 (39.6) | 133 (42.5) | 112 (36.7) |
| Angina pectoris | 82 (13.3) | 43 (13.7) | 39 (12.8) |
| Myocardial infarction | 73 (11.8) | 40 (12.8) | 33 (10.8) |
| Heart failure | 69 (11.2) | 39 (12.5) | 30 (9.8) |
| Kidney disease | 76 (12.3) | 41 (13.1) | 35 (11.5) |
| Retinal disease | 84 (13.6) | 40 (12.8) | 844 (14.4) |
| Sensitive neuropathy | 62 (10.0) | 31 (9.9) | 31 (10.1) |
| Peripheral arterial disease | 64 (10.4) | 29 (9.3) | 35 (11.5) |
| Diabetes duration (years), mean (SE) (N=515)† | 13.6 (0.5) | 13.3 (0.7) | 14.0 (0.7) |
| Hospital admission (last year), n (%) | 89 (14.4) | 46 (14.7) | 43 (14.1) |
| Diabetes decompensation | 19 (3.0) | 9 (2.9) | 10 (3.3) |
| Ophthalmological follow-up (last 2 years), n (%) | 395 (63.9) | 184 (58.8) | 211 (69.1)* |
| Recent laboratory tests (last year), n (%) | 324 (52.4) | 160 (51.1) | 164 (53.8) |
| Collected the medication (last 3 months), n (%) (N=574)† | 558 (90.3) | 281 (89.9) | 277 (90.8) |
| No of treatments per patient, mean (SE) | |||
| Antidiabetic | 1.7 (0.03) | 1.7 (0.05) | 1.8 (0.05) |
| Insulin | 101 (16.3) | 39 (17.0) | 62 (16.0) |
| Oral | 517 (83.7) | 191 (83.0) | 326 (84.0) |
| Antihypertensive in patients with hypertension | 1.5 (0.04) | 1.6 (0.07) | 1.4 (0.05)* |
| Other | 3.4 (0.13) | 3.4 (0.17) | 3.4 (0.19) |
| Adherence (MMAS-8)‡, n (%) | |||
| Low (<6) | 150 (24.3) | 80 (25.6) | 70 (23.0) |
| Medium (6–7) | 217 (35.1) | 116 (37.1) | 101 (33.1) |
| High (≥8) | 251 (40.6) | 117 (37.4) | 134 (43.9) |
| Hypoglycemia awareness (Clarke test), n (%) (N=378)† | |||
| Impaired (≥4) | 94 (24.9) | 44 (23.8) | 50 (25.9) |
| Undetermined (=3) | 82 (21.7) | 38 (20.5) | 44 (22.8) |
| Adequate (≤2) | 202 (53.4) | 103 (55.7) | 99 (51.3) |
The Clarke test was administered to patients treated with hypoglycemic antidiabetic treatments.
*Significant differences (95% CI) calculated with the χ2 test for categorical variables or the Student t-test for continuous variables.
†Number of patients with available data. For the stratified analysis by sex: number of treatments per patient (men N=289; women N=285), hypoglycemia awareness (men N=185; women N=193), diabetes duration (men N=269; women N=246).
‡2006 Donald E. Morisky.
MMAS-8, 8-item Morisky Medication Adherence Scale.
Comparison of healthcare counseling received in the overall population and in patients with low adherence and impaired hypoglycemia awareness
| Healthcare counseling, | Total | Impaired hypoglycemia awareness | Low adherence (N=116) | Both* | None |
| None | 180 (29.1) | 5 (8.3) | 7 (6.0) | 0 | 104 (45.4) |
| Healthcare counseling† | 438 (70.9) | 55 (91.7) | 109 (94.0) | 34 (100) | 125 (54.6) |
| Diabetes education | 302 (69.0) | 29 (52.7) | 47 (43.1) | 17 (50.0) | 99 (79.2) |
| Pharmacotherapeutic assessment | 87 (19.9) | 12 (21.9) | 47 (43.1) | 3 (8.8) | 20 (16.0) |
| Physician referral | 49 (11.2) | 14 (25.5) | 15 (13.7) | 14 (41.2) | 6 (4.8) |
*Number of patients with low adherence and impaired hypoglycemia awareness.
†Percentages are calculated over the total number of patients who received healthcare advice.
Determinants of low adherence to antidiabetic treatment obtained with simple and multivariable regression models
| Sociodemographic and clinical variables (N=618) | OR (95% CI) | |
| Sex (participants) | Simple | Multivariable |
| Men | Ref. | – |
| Women | 0.87 (0.60 to 1.25) | – |
| Sex (pharmacists) | ||
| Men | Ref. | – |
| Women | 1.03 (0.70 to 1.51) | – |
| Type of pharmacy | ||
| Rural | Ref. | Ref. |
| Urban |
| 0.62 (0.36 to 1.05) |
| Diabetes duration (years), (0–92) |
| 0.99 (0.96 to 1.01) |
| Age (years), (18–99) | 1.00 (0.98 to 1.01) | – |
| Education level | ||
| Unschooled or not reported |
| 1.73 (0.99 to 3.03) |
| Primary | Ref. | Ref. |
| Secondary | 1.27 (0.77 to 2.09) | 1.15 (0.64 to 2.06) |
| Tertiary | 1.55 (0.85 to 2.83) | 1.65 (0.84 to 3.26) |
| Employment situation | ||
| Pensioner | Ref. | Ref. |
| Employed | 1.52 (0.99 to 2.34) | 1.60 (0.94 to 2.71) |
| Unemployed | 1.37 (0.72 to 2.59) | 1.26 (0.60 to 2.61) |
| Hypertension (ref. no) | 1.16 (0.78 to 1.71) | – |
| Dyslipidemia (ref. no) | 1.08 (0.75 to 1.50) | – |
| Reported diabetes-related comorbidities (ref. no) | 0.85 (0.58 to 1.24) | – |
| Hospital admission (last year) (ref. no) | 1.44 (0.88 to 2.36) | – |
| Recent laboratory analyses (last year) (ref. no) | 0.74 (0.51 to 1.07) | – |
| Use of hypoglycemic agents | 0.76 (0.37 to 1.54) | |
| No of treatments per patient | ||
| Hypoglycemic (0–5) | 0.86 (0.69 to 1.08) | – |
| Antihypertensive (0–7) | 1.10 (0.89 to 1.37) | – |
| Other (0–20) |
| – |
| Hypoglycemia awareness (Clarke test) | ||
| Impaired (≥4) | Ref. | Ref. |
| Undetermined (=3) | 0.65 (0.34 to 1.23) | 0.88 (0.38 to 1.83) |
| Adequate (≤2) |
|
|
| Non-reported | 0.60 (0.36 to 1.00) | 0.80 (0.40 to 1.62) |
Diabetes duration was not included in the multivariable model because it presented a high proportion of missing values.
Numbers in bold indicate statistical significance. P value: *p<0.05; **p<0.01;***p<0.001.
Determinants of impaired hypoglycemia awareness obtained with simple and multivariable regression models
| Sociodemographic and clinical variables (N=378) | OR (95% CI) | |
| Simple | Multivariable | |
| Sex (patients) | ||
| Men | Ref. | – |
| Women | 1.12 (0.70 to 1.79) | – |
| Type of pharmacy | ||
| Rural | Ref. | |
| Urban |
|
|
| Diabetes duration (years), (0–92) | 1.01 (0.99 to 1.03) | – |
| Age (years), (18–99) |
| – |
| Education level | ||
| Unschooled or not reported |
| 1.86 (0.99 to 3.49)* |
| Primary | Ref. | |
| Secondary | 1.11 (0.57 to 2.16) | 0.86 (0.43 to 1.75) |
| Tertiary | 0.63 (0.25 to 1.63) | 0.58 (0.21 to 1.58) |
| Employment situation | ||
| Pensioner | Ref. | Ref. |
| Employed | 1.14 (0.64 to 2.03) | 1.55 (0.81 to 2.97) |
| Unemployed | 1.72 (0.85 to 3.50) | 1.95 (0.89 to 4.27) |
| Hypertension (ref. no) | 1.15 (0.69 to 1.91) | – |
| Dyslipidemia (ref. no) | 0.87 (0.54 to 1.39) | – |
| Reported diabetes-related comorbidities (ref. no) |
|
|
| Hospital admission (last year) (ref. no) | 1.29 (0.70 to 2.37) | – |
| Recent laboratory analyses (last year) (ref. no) | 1.15 (0.72 to 1.84) | – |
| No of treatments per patient | ||
| Hypoglycemic (0–5) | 1.07 (0.81 to 1.42) | – |
| Antihypertensive (0–7) | 1.08 (0.82 to 1.42) | – |
| Other (0–20) | 1.03 (0.94 to 1.13) | – |
| Adherence (MMAS-8)‡ | ||
| Low (<6) | Ref. | |
| Medium (6-7) | 0.64 (0.37 to 1.12) | 0.79 (0.44 to 1.44) |
| High (≥8) |
|
|
Numbers in bold indicate statistical significance. P value: *p<0.05; **p<0.01;***p<0.001.
†Not included in the multivariable analysis because of collinearity.
‡2006 Donald E. Morisky.
MMAS, Morisky Medication Adherence Scale.