| Literature DB >> 30116737 |
Janneth Bermeo-Cabrera1, Paloma Almeda-Valdes1,2, Josefa Riofrios-Palacios1, Carlos A Aguilar-Salinas1,2, Roopa Mehta1,2.
Abstract
OBJECTIVE: To investigate factors associated with insulin adherence in subjects with type 2 diabetes mellitus (T2D) attending a tertiary care centre in Mexico City.Entities:
Mesh:
Substances:
Year: 2018 PMID: 30116737 PMCID: PMC6079463 DOI: 10.1155/2018/3190849
Source DB: PubMed Journal: J Diabetes Res Impact factor: 4.011
Characteristics of study participants, classified by adherence category.
| Variable | Nonadherent | Adherent |
|
|---|---|---|---|
| Gender | 0.359 | ||
| Women | 73 (62.4) | 57 (68.7) | |
| Men | 44 (37.6) | 26 (31.3) | |
| Age, years | 59 [53–69] | 64 [54–73] | 0.037 |
| Weight, kg | 71.7 ± 14.9 | 70.5 ± 10.9 | 0.551 |
| Age at diagnosis of diabetes, years | 42.1 ± 11.2 | 41.8 ± 11.6 | 0.502 |
| Duration of diabetes, years | 17.5 [12–25] | 20 [15–26] | 0.022 |
| Time since insulin initiation, months | 72 [42–120] | 60 [36–120] | 0.685 |
| Education level | 0.536 | ||
| Incomplete primary | 19 (16.2) | 9 (10.8) | |
| Primary/elementary | 17 (14.5) | 13 (15.7) | |
| Secondary/middle school | 39 (33.3) | 32 (38.6) | |
| High school | 13 (11.1) | 12 (14.5) | |
| College | 24 (20.5) | 11 (13.3) | |
| Postgraduate | 5 (4.3) | 6 (7.2) |
Data are expressed as means ± standard deviation, median [interquartile range], or number (%).
Insulin regimen characteristics according to adherence category.
| Variable | Nonadherent | Adherent |
|
|---|---|---|---|
| Insulin applications/day, number | 2.31 ± 0.96 | 1.76 ± 0.79 | <0.0001 |
| Insulin dose, units/kg | 0.54 [0.37–0.73] | 0.40 [0.28–0.54] | <0.0001 |
| Form of insulin application | 0.028 | ||
| Pen | 21 (17.9) | 26 (31.3) | |
| Syringe | 96 (82.1) | 57 (68.7) | |
| Basal insulin | 0.046 | ||
| NPH | 81 (71.1) | 47 (57.3) | |
| Basal insulin analogue (glargine U100 and degludec U100) | 33 (28.9) | 35 (42.7) | |
| Preprandial insulin | 0.611 | ||
| Regular | 44 (88.0) | 20 (95.2) | |
| Rapid acting insulin analogue (lispro and aspart) | 6 (12.0) | 1 (4.8) | |
| Basal-bolus or basal-plus regimen | 50 (42.7) | 21 (25.3) | 0.011 |
Data are expressed as means ± standard deviation or number (%).
Biochemical parameters of the participants according to adherence category.
| Variable | Nonadherent | Adherent |
|
|---|---|---|---|
| Glucose, mg/dl | 134 [96–181.5] | 123.5 [88–170] | 0.303 |
| A1c, % | 8.9 [7.9–10.4] | 8.4 [7.5–9.6] | 0.024 |
| Triglycerides, mg/dl | 136.5 [100–198] | 131 [100–185] | 0.771 |
| Total cholesterol, mg/dl | 171 [145–193] | 166 [144–196] | 0.711 |
| HDL cholesterol, mg/dl | 46 [38–55] | 46 [41–54.5] | 0.727 |
| LDL cholesterol, mg/dl | 98 [79.5–114.5] | 98 [79–114] | 0.938 |
Data are expressed as means ± standard deviation or median [interquartile range].
Interference with daily activities according to adherence category.
| Nonadherent | Adherent |
| |
|---|---|---|---|
| Do you plan your activities around insulin application? | 63 (53.9) | 57 (58.7) | 0.012 |
| Applying insulin interferes with your meals? | 39 (33.3) | 41 (49.4) | 0.001 |
| Applying insulin interferes with doing exercise? | 34 (29) | 37 (44.6) | 0.003 |
| Applying insulin has a negative impact in your social and recreational activities? | 19 (16.3) | 9 (10.8) | 0.336 |
| Applying insulin has a negative impact in your sexual activity? | 15 (12.8) | 6 (7.2) | 0.487 |
| Applying insulin has a negative impact in your work and professional development? | 20 (17.1) | 6 (7.2) | 0.225 |
Data are expressed as number (%).
Experience with insulin application according to adherence groups.
| Nonadherent | Adherent |
| |
|---|---|---|---|
| Injecting is the most difficult part of the treatment | 25 (21.4) | 38 (19) | 0.044 |
| Injecting insulin causes pain | 70 (59.8) | 28 (33.7) | 0.002 |
| Injecting insulin causes bruising | 65 (55.5) | 27 (32.5) | 0.002 |
| Injecting insulin is embarrassing | 30 (25.7) | 7 (8.4) | 0.033 |
| Worry of having a hypoglycemia episode | 48 (41) | 24 (28.9) | <0.0001 |
Economic factors and inadequate beliefs associated with the omission of insulin according to adherence groups.
| Nonadherent | Adherent |
| |
|---|---|---|---|
| Do you omit your insulin for economic reasons? | 18 (15.4) | 8 (9.6) | <0.0001 |
| Do you have social security or private health insurance? | 42 (35.9) | 43 (51.8) | 0.025 |
| Do you receive economic support from family to buy insulin? | 44 (37.6) | 22 (26.5) | 0.012 |
| Do you believe insulin causes health problems (blindness, amputation, kidney damage)? | 13 (11.1) | 7 (8.4) | 0.116 |
Linear regression model showing the factors associated with adherence (as quantified using the Morisky adherence score).
| Variables | Coefficient beta (95% CI) |
|
|---|---|---|
| Planning of daily activities around the application of insulin | 0.218 (0.122 to 0.449) | 0.001 |
| Number of insulin applications per day | −0.151 (−0.012 to −0.028) | 0.023 |
| Lack of fear of hypoglycemia | −0.128 (−0.492 to −0.139) | 0.001 |
| Lack of economic resources | −0.249 (−0.598 to −0.198) | <0.0001 |
Dependent variable: Morisky score. Included variables: age, use of syringe and needle, R2 = 0.234, p < 0.0001.