| Literature DB >> 35002492 |
Nasruddin Azri1,2, Bachok Norsa'adah1, Norul Badriah Hassan3, Nyi Nyi Naing4.
Abstract
BACKGROUND: Insulin therapy is necessary for patients with type 2 diabetes mellitus (T2DM) to reach the targeted glycaemic level and prevent complications. This study aimed to determine the proportion of adherence to insulin therapy and the associated factors in patients with T2DM.Entities:
Keywords: injections; insulin; medication adherence; primary health care; type 2 diabetes mellitus
Year: 2021 PMID: 35002492 PMCID: PMC8715880 DOI: 10.21315/mjms2021.28.6.8
Source DB: PubMed Journal: Malays J Med Sci ISSN: 1394-195X
Sociodemographic characteristics of T2DM respondents treated with insulin therapy (n = 249)
| Variables | Frequency (%) | ||
|---|---|---|---|
|
| |||
| Adherence | Non-adherence | ||
| Age (years old) | 59.4 (8.0) | 58.1 (8.6) | 0.524 |
| Gender | |||
| Female | 8 (38.1) | 108 (47.4) | 0.417 |
| Male | 13 (61.9) | 120 (52.6) | |
| Race | |||
| Chinese | 2 (9.5) | 48 (21.0) | |
| Indian | 8 (38.1) | 79 (34.7) | 0.274 |
| Malay | 11 (52.4) | 101 (44.3) | 0.223 |
| Employment status | |||
| Not working | 8 (38.1) | 77 (33.8) | |
| Retired | 9 (42.9) | 88 (38.6) | 0.975 |
| Employed | 4 (19.0) | 63 (27.6) | 0.438 |
| Education level | |||
| No education | 4 (19.1) | 12 (5.3) | |
| Primary | 2 (9.5) | 19 (8.3) | 0.221 |
| Secondary | 12 (57.1) | 152 (66.7) | 0.052 |
| Tertiary | 3 (14.3) | 45 (19.7) | 0.027 |
| Monthly income (RM) | |||
| < 1,000 | 6 (28.6) | 62 (27.2) | |
| 1,001–2,500 | 4 (19.1) | 24 (10.5) | 0.430 |
| > 2,500 | 11 (52.3) | 142 (62.3) | 0.674 |
| Smoking status | |||
| Non-smoker | 20 (95.3) | 204 (89.5) | |
| Smoker | 1 (4.7) | 24 (10.5) | 0.414 |
| Exercise | |||
| No | 5 (23.8) | 103 (45.2) | |
| Yes | 16 (76.2) | 125 (54.8) | 0.067 |
Notes:
simple logistic regression;
mean (SD)
Disease-related characteristics of T2DM respondents treated with insulin therapy (n = 249)
| Variables | Frequency (%) | ||
|---|---|---|---|
|
| |||
| Adherence | Non-adherence | ||
| Duration of DM | 12.4 (9.6) | 12.8 (7.7) | 0.849 |
| Family history of DM | |||
| No | 8 (38.1) | 54 (23.7) | |
| Yes | 13 (61.9) | 174 (76.3) | 0.150 |
| Hospital admission due to T2DM in past year | |||
| No | 20 (95.2) | 201 (88.6) | |
| Yes | 1 (4.8) | 26 (11.4) | 0.363 |
| Presence of DM-related complications | |||
| No | 16 (76.2) | 170 (74.6) | |
| Yes | 5 (23.8) | 58 (25.4) | 0.870 |
| Number of clinic visits in past year | 4.1 (1.9) | 4.8 (2.6) | 0.260 |
| Presence of comorbidity | |||
| No | 1 (4.8) | 21 (9.2) | |
| Yes | 20 (95.2) | 207 (90.8) | 0.500 |
| Number of comorbidity | 2.5 (0.7) | 2.4 (0.7) | 0.443 |
Notes:
simple logistic regression;
mean (SD)
Treatment-related characteristics of T2DM respondents treated with insulin therapy (n = 249)
| Variables | Frequency (%) | ||
|---|---|---|---|
|
| |||
| Adherence | Non-adherence | ||
| Number of concomitant medications | 6.3 (1.3) | 6.5 (1.9) | 0.695 |
| Duration of use of insulin therapy | 4.1 (3.8) | 3.1 (2.4) | 0.110 |
| Type of insulin | |||
| Prandial | 1 (4.8) | 13 (5.7) | |
| Basal | 2 (9.5) | 89 (39.0) | 0.329 |
| Pre-mixed | 10 (47.6) | 44 (19.3) | 0.323 |
| Combination | 8 (38.1) | 82 (36.0) | 0.829 |
| Number of daily insulin injections | 2.7 (1.2) | 2.0 (1.1) | 0.014 |
| Total daily dosage of insulin (IU) | 52.6 (28.6) | 41.4 (28.6) | 0.093 |
| Self-injection of insulin | |||
| No | 0 (0.0) | 15 (6.6) | |
| Yes | 21 (100.0) | 213 (93.4) | 0.623 |
| Preference of oral therapy | |||
| No | 17 (80.9) | 144 (63.2) | |
| Yes | 4 (19.1) | 38 (36.8) | 0.113 |
| Fear of injection | |||
| No | 20 (95.2) | 193 (84.6) | |
| Yes | 1 (4.8) | 35 (15.4) | 0.216 |
| Use of TCM | |||
| No | 14 (66.7) | 192 (84.2) | |
| Yes | 7 (33.3) | 36 (15.8) | 0.049 |
| Experience insulin’s side effect | |||
| No | 19 (90.5) | 201 (88.2) | |
| Yes | 2 (9.5) | 27 (11.8) | 0.752 |
| SMBG | |||
| No | 2 (9.5) | 89 (39.0) | |
| Yes | 19 (90.5) | 139 (61.0) | 0.017 |
| Attended MTAC | |||
| No | 20 (95.2) | 213 (93.4) | |
| Yes | 1 (4.8) | 15 (6.6) | 0.746 |
Notes:
simple logistic regression;
mean (SD)
The last blood glycaemic levels of T2DM respondents treated with insulin therapy (n = 249)
| Variables | Frequency (%) | ||
|---|---|---|---|
|
| |||
| Adherence | Non-adherence | ||
| HbA1c | |||
| Normal | 2 (9.5) | 9 (3.9) | |
| High | 19 (90.5) | 219 (96.1) | 0.235 |
| RBS | |||
| Normal | 17 (80.9) | 151 (67.7) | |
| High | 4 (19.1) | 72 (32.3) | 0.210 |
| FBS | |||
| Normal | 3 (18.7) | 52 (37.7) | |
| High | 13 (81.3) | 86 (62.3) | 0.135 |
Notes:
simple logistic regression;
2% missing values (n = 244);
38.15% missing values (n = 154)
The factors associated with adherence to insulin therapy among respondents with T2DM (n = 249)
| Variables | Simple logistic regression | Multiple logistic regression | ||||
|---|---|---|---|---|---|---|
|
| ||||||
| ß (SE) | Crude OR (95% CI) | ß (SE) | AOR (95% CI) | |||
| SMBG | ||||||
| No | - | 1 | - | - | 1 | - |
| Yes | 1.81 (0.76) | 6.08 (1.38, 26.75) | 0.017 | 1.68 (0.77) | 5.39 (1.20, 24.13) | 0.028 |
| Exercise | ||||||
| No | - | 1 | - | - | 1 | - |
| Yes | 0.97 (0.53) | 2.64 (0.93, 7.44) | 0.067 | 1.22 (0.56) | 3.38 (1.14, 10.03) | 0.029 |
| Number of daily insulin injections | 0.47 (0.19) | 1.60 (1.10, 2.32) | 0.014 | 0.49 (0.20) | 1.63 (1.09, 2.44) | 0.017 |
Notes: b(SE) = Regression coefficient (standard error)
The linearity of number of daily insulin injections was performed and reported to be linear, multicollinearity and interaction were unlikely, the overall fit of the model was checked and reported Hosmer-Lemeshow test (P = 0.989), Pearson Chi-squared test (P = 0.589), Correctly classified table 91.57%, Area under the ROC curve 76.15% (P < 0.001)