| Literature DB >> 30637030 |
Lara Mroueh1, Dana Ayoub2, Maya El-Hajj3, Sanaa Awada4, Samar Rachidi5, Salam Zein6, Amal Al-Hajje7.
Abstract
BACKGROUND: Diabetes type 2 is considered one of the main public health concerns. Lack of adherence to treatment leads to poor therapeutic outcome, poor glycemic control, and high risk for developing diabetes complications.Entities:
Keywords: Cross-Sectional Studies; Diabetes Mellitus; Lebanon; Medication Adherence; Multivariate Analysis; Risk Factors; Treatment Adherence and Compliance; Type 2
Year: 2018 PMID: 30637030 PMCID: PMC6322979 DOI: 10.18549/PharmPract.2018.04.1291
Source DB: PubMed Journal: Pharm Pract (Granada) ISSN: 1885-642X
Description of the study population (N=245)
| Variables | n (%) |
|---|---|
| Sex | |
| Females | 133 (54.3) |
| Body mass index (BMI)[ | |
| Underweight (BMI<18.5 kg/m2) | 1 (0.4) |
| Normal weight (BMI≥18.5 kg/m2) | 36 (14.7) |
| Overweight (BMI≥25 kg/m2) | 91 (37.1) |
| Obese (BMI≥30 kg/m2) | 117 (47.8) |
| Education level | |
| Illiterate | 87 (35.5) |
| Elementary | 74 (30.2) |
| Intermediate/ Secondary | 56 (22.9) |
| University | 28 (11.4) |
| Occupation | |
| Unemployed | 120 (49) |
| Employed/Self-employed | 111 (45.3) |
| Retired | 14 (5.7) |
| Working hours/ day | |
| 0 | 134 (54.7) |
| <8h | 13 (5.3) |
| >8h | 98 (40) |
| Medical Insurance | 177 (72.2) |
| Smoking | |
| Yes | 96 (39.2) |
| No | 124 (50.6) |
| Ex-smoker | 25 (10.2) |
| Physical activity | 85 (34.7) |
| Recommendation of diet by physician | 237 (96.7) |
| Follow-up of diet | |
| No/Sometimes | 195 (79.6) |
| Yes | 50 (20.4) |
| Family history of diabetes | 160 (65.3) |
| Intake of chronic hyperglycemic medication | 41 (16.7) |
| Intake of acute hyperglycemic medication (OTC) | 80 (32.7) |
| HbA1c (%) | |
| Uncontrolled (≥7%) | 174 (71) |
| Controlled (<7%) | 71 (29) |
| Type of Comorbidities | |
| Hypertension | 151 (61.6) |
| Dyslipidemia | 147 (60) |
| Respiratory diseases (Asthma or COPD[ | 9 (3.7) |
| Congestive heart failure/Angina/ Arythmia | 40 (16.3) |
| Kidney disease | 19 (7.8) |
| Hepatic disease | 3 (1.2) |
| Gastrointestinal disease | 11 (4.5) |
| Other Comorbidities (uricemia, anemia, osteoporososis, thyroid/nervous disease…) | 101 (41.2) |
| Pharmacological class of oral antidiabetic medication | |
| Biguanides | 216 (88.2) |
| Sulfonylureas | 126 (51.4) |
| DPP-4 inhibitors | 96 (39.2) |
| Thiazolidinediones | 14 (5.7) |
| SGLT2 inhibitors | 11 (4.5) |
| Meglitinides | 8 (3.3) |
| Alpha-glucosidase inhibitors | 2 (0.8) |
| Combination | 91 (37.1) |
World Health Organization (WHO). Global Database on Body Mass Index.
COPD: Chronic Obstructive Pulmonary Disease
Factors associated with adherence score using a dichotomized scale
| Variables | n (%) | n (%) | p-value |
|---|---|---|---|
| Working hours/ day | 0.001 | ||
| 0 | 97 (58.1) | 37 (47.4) | |
| < 8h | 3 (1.8) | 10 (12.8) | |
| > 8h | 67 (40.1) | 31 (39.7) | |
| Follow up of diet | 0.006 | ||
| No/ Sometimes | 141 (84.4) | 54 (69.2) | |
| Yes | 26 (15.6) | 24 (30.8) | |
| Consumption of beverages with sugar | 0.010 | ||
| No | 118 (70.7) | 67 (85.9) | |
| Yes | 49 (29.3) | 11 (14.1) | |
| HbA1c | 0.025 | ||
| Uncontrolled (≥ 7%) | 126 (75.4) | 48 (61.5) | |
| Controlled (< 7%) | 41 (24.6) | 30 (38.5) | |
| Respiratory disease (Asthma or COPD) | 0.041 | ||
| No | 154 (92.2) | 77 (98.7) | |
| Yes | 13 (7.8) | 1 (1.3) | |
| Sulfonylureas | 0.026 | ||
| No | 73 (43.7) | 46 (59) | |
| Yes | 94 (56.3) | 32 (41) | |
| Knowledge of the drugs’ names by the patient | 0.029 | ||
| Some of them/ No | 104 (62.3) | 37 (47.4) | |
| Yes | 63 (37.7) | 41 (52.6) | |
| The patient understood his treatment regimen | 0.030 | ||
| No | 57 (34.1) | 16 (20.5) | |
| Yes | 110 (65.9) | 62 (79.5) | |
| Postponing physician office visits | < 0.001 | ||
| No | 77 (46.1) | 55 (70.5) | |
| Yes | 90 (53.9) | 23 (29.5) | |
| Frequency of physician office visits | 0.026 | ||
| Every month | 15 (9) | 8 (10.3) | |
| Every 3 to 6 months | 73 (43.7) | 48 (61.5) | |
| Every year | 55 (32.9) | 18 (23.1) | |
| Every few years (> 2 years) | 24 (14.4) | 4 (5.1) | |
| Experience of side effects | 0.002 | ||
| No | 94 (56.3) | 60 (76.9) | |
| Yes | 73 (43.7) | 18 (23.1) | |
| In case of hypo/hyperglycemia, patient skips/doubles the dose | < 0.001 | ||
| No | 115 (68.9) | 72 (92.3) | |
| Yes | 52 (31.1) | 6 (7.7) | |
| In fasting states, patient skips taking his medication | 0.012 | ||
| No | 136 (81.4) | 73 (93.6) | |
| Yes/ Sometimes | 31 (18.6) | 5 (6.4) | |
| Following healthcare provider instructions | < 0.001 | ||
| No/ Sometimes | 73 (43.7) | 16 (20.5) | |
| Yes | 94 (56.3) | 62 (79.5) | |
| Main reason for discontinuing treatment | < 0.001 | ||
| Forgetfulness | 55 (32.9) | 5 (6.4) | |
| High cost | 41 (24.6) | 11 (14.1) | |
| Complexity of treatment regimen | 11 (6.6) | 3 (3.8) | |
| Experience of unwanted side effects | 22 (13.2) | 1 (1.3) | |
| Perception of inefficacy | 10 (6) | 1 (1.3) | |
| No discontinuation of treatment | 28 (16.8) | 57 (73.1) | |
| The patient feels his treatment is inconvenient and a burden | < 0.001 | ||
| No | 71 (42.5) | 70 (89.7) | |
| Yes | 96 (57.5) | 8 (10.3) | |
| Number of comorbidities | Mean = 2.072 | Mean = 1.705 | 0.047 |
| Total number of medications/ day | Mean = 5.503 | Mean = 4.590 | 0.016 |
| Number of antidiabetic medication / day | Mean = 1.898 | Mean = 1.667 | 0.041 |
Results of the binary logistic regression using the dichotomized LMAS as the dependent variable
| Variables | Adjusted Odds Ratio (Exp-beta) | 95% Confidence Interval | p-value | |
|---|---|---|---|---|
| Working hours/ day | <8h vs 0h | 1.537 | 0.548; 4.310 | 0.414 |
| >8h vs 0h | 0.307 | 0.106; 0.884 | 0.029 | |
| Main reason for discontinuing treatment (Reference group: not discontinuing) | Forgetfulness | 0.023 | 0.006; 0.084 | <0.001 |
| High cost | 0.202 | 0.067; 0.608 | 0.004 | |
| Complexity of treatment regimen | 0.065 | 0.012; 0.359 | 0.002 | |
| Experience of unwanted side effects | 0.022 | 0.002; 0.214 | 0.001 | |
| Perception of inefficacy | 0.072 | 0.007; 0.786 | 0.031 | |
| Postponing physician office visits | 0.358 | 0.149; 0.860 | 0.022 | |
| Follow-up of diet | 2.555 | 0.986; 6.618 | 0.053 | |
| In case of hypo/hyperglycemia, the patient skips/doubles the dose | 0.087 | 0.022; 0.344 | 0.001 | |
| The patient feels his treatment is inconvenient and a burden | 0.042 | 0.014; 0.125 | <0.001 | |
Dependent variable: dichotomized LMAS. Omnibus test p-value<0.001/Hosmer–Lemeshow test p-value=0.831. Nagelkerke R2 =0.654/Overall predicted percentage = 85.3%.
Variables excluded from the model: Age, Gender, BMI, Physical activity, Consumption of beverages with sugar, Controlled/Uncontrolled HbA1C, Number of comorbidities, Presence of COPD/Asthma, Taking sulfonylureas, Intake of acute hyperglycemic medication (OTC), Knowledge of the drugs’ names by the patient, Frequency of physician office visits, The patient understood his treatment regimen, Experience of side effects, Presence of diabetes complications, Number of antidiabetic medication/day, Number of medications/day, Skipping doses in fasting states, Following healthcare provider instructions.