Table 1
Sample Sociodemographic Characteristics and Clinical Features (N = 107)
| Variable | Category | n (%) |
|---|---|---|
| Gender | Male | 53 (49.5%) |
| Gender | Female | 54 (50.5%) |
| Occupational Status | Housework | 1 (0.9%) |
| Occupational Status | Full-time employment | 30 (28.0%) |
| Occupational Status | Part-time employment | 10 (9.3%) |
| Occupational Status | Retired | 66 (61.7%) |
| Educational Level | Primary school | 59 (55.1%) |
| Educational Level | Secondary school | 22 (20.6%) |
| Educational Level | High school | 20 (18.7%) |
| Educational Level | University/College | 6 (5.6%) |
| Marital Status | Married | 82 (76.6%) |
| Marital Status | Divorced | 4 (3.7%) |
| Marital Status | Widowed | 21 (19.6%) |
| Living Arrangement | Living alone | 16 (15.0%) |
| Living Arrangement | With 1 person | 15 (14.0%) |
| Living Arrangement | With 2 persons | 35 (32.7%) |
| Living Arrangement | With >2 persons | 41 (38.3%) |
| Comorbidities | Hypertension | 52 (48.6%) |
| Comorbidities | Coronary artery disease | 22 (20.6%) |
| Comorbidities | Stroke | 2 (1.9%) |
| Comorbidities | Other | 31 (29.0%) |
| Polydipsia | No | 63 (58.9%) |
| Polydipsia | Yes | 44 (41.1%) |
| Sleepiness | No | 78 (72.9%) |
| Sleepiness | Yes | 29 (27.1%) |
| Nausea/Abdominal pain | No | 101 (94.4%) |
| Nausea/Abdominal pain | Yes | 6 (5.6%) |
| Polyuria | No | 37 (34.6%) |
| Polyuria | Yes | 70 (65.4%) |
| Blurred vision | No | 63 (58.9%) |
| Blurred vision | Yes | 44 (41.1%) |
| Dizziness | No | 95 (88.8%) |
| Dizziness | Yes | 12 (11.2%) |
| Anxiety/Nervousness | No | 49 (45.8%) |
| Anxiety/Nervousness | Yes | 58 (54.2%) |
| Tachycardia | No | 53 (49.5%) |
| Tachycardia | Yes | 54 (50.5%) |
| Sweating (cold sweat) | No | 96 (89.7%) |
| Sweating (cold sweat) | Yes | 11 (10.3%) |
| Fatigue/Weakness | No | 76 (71.0%) |
| Fatigue/Weakness | Yes | 29 (27.1%) |
| Fatigue/Weakness | Other | 2 (1.9%) |
| Hunger | No | 103 (96.3%) |
| Hunger | Yes | 4 (3.7%) |
| Behavioral changes | No | 99 (92.5%) |
| Behavioral changes | Yes | 8 (7.5%) |
| Diabetes Complications | Diabetic retinopathy | 16 (15.0%) |
| Diabetes Complications | Diabetic nephropathy | 1 (0.9%) |
| Diabetes Complications | Erectile dysfunction | 4 (3.7%) |
| Diabetes Complications | Other | 86 (80.4%) |
| Treatment Type | Diet | 1 (0.9%) |
| Treatment Type | Oral medication | 27 (25.2%) |
| Treatment Type | Insulin | 13 (12.1%) |
| Treatment Type | Combination | 66 (61.7%) |
| Diabetes Diet Adherence | No | 26 (24.3%) |
| Diabetes Diet Adherence | Yes | 81 (75.7%) |
Table 2
Frequencies and Percentages of Medication Adherence Reasons Scale (MARS) Items in Standardized APA Style
| Variable | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
|---|---|---|---|---|---|---|---|---|
| 1. I had side effects from the medication. | 102 (95.3 %) | 5 (4.7 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 2. I did not have enough money to pay for the medication. | 94 (87.9 %) | 5 (4.7 %) | 8 (7.5 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 3. I did not feel comfortable taking it for personal reasons (e.g., I was tired of taking medications, I was very ill, or because of my religious beliefs). | 102 (95.3 %) | 5 (4.7 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 4. I did not feel comfortable taking it for social reasons (e.g., I was with friends). | 99 (92.5 %) | 5 (4.7 %) | 3 (2.8 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 5. I do not think I need the medication anymore. | 100 (93.5 %) | 2 (1.9 %) | 0 (0%) | 0 (0%) | 5 (4.7 %) | 0 (0%) | 0 (0%) | 0 (0%) |
| 6. I do not think the medication is effective for me. | 96 (89.7 %) | 5 (4.7 %) | 3 (2.8 %) | 3 (2.8 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 7. Sometimes I skip a dose or doses of the medication to see if I still need it. | 90 (84.1 %) | 6 (5.6 %) | 3 (2.8 %) | 3 (2.8 %) | 0 (0%) | 0 (0%) | 0 (0%) | 5 (4.7 %) |
| 8. I am concerned about the possible side effects of the medication. | 101 (94.4 %) | 6 (5.6 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 9. I am concerned about the long-term side effects of the medication. | 96 (89.7 %) | 11 (10.3 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 10. I had difficulty opening the vial or preparing the injection (e.g., opening the package, mixing the components, or drawing up the medication). | 105 (98.1 %) | 2 (1.9 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 11. I had difficulty swallowing the medication, applying the medication, inhaling the medication, or administering the injection (e.g., I am afraid of needles, or I have physical or sensory impairments). | 102 (95.3 %) | 5 (4.7 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 12. I did not have the medication because the pharmacist did not have it available, I had run out of supply, or my online order did not arrive on time. | 73 (68.2 %) | 19 (17.8 %) | 14 (13.1 %) | 1 (0.9 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 13. I did not have the medication because I had no way to get to the pharmacy. | 91 (85.0 %) | 13 (12.1 %) | 1 (0.9 %) | 2 (1.9 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 14. I am not sure how to take this medication. | 105 (98.1 %) | 2 (1.9 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 15. I have difficulty organizing all the medications I need to take. | 103 (96.3 %) | 4 (3.7 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 16. I would take it, but I have difficulty remembering things in my daily life. | 100 (93.5 %) | 1 (0.9 %) | 5 (4.7 %) | 1 (0.9 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 17. I would take it, but I missed it because of a change in my daily routine.. | 92 (86.0 %) | 12 (11.2 %) | 2 (1.9 %) | 1 (0.9 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 18. I would take it, but I simply forgot. | 76 (71.0 %) | 18 (16.8 %) | 12 (11.2 %) | 1 (0.9 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 19. Taking the medication is not a high priority in my daily life. | 106 (99.1 %) | 0 (0%) | 0 (0%) | 1 (0.9 %) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
| 20. How many days were you able to take your medication(s) as prescribed? | 4 (3.7 %) | 0 (0%) | 0 (0%) | 3 (2.8 %) | 5 (4.7 %) | 6 (5.6 %) | 18 (16.8 %) | 71 (66.4 %) |
Table 3 A.
Principal Component Analysis Factor Loadings for the MARS Items (N = 107)
| Item | Component 1 | Component 2 | Uniqueness |
|---|---|---|---|
| MARS1 | 0.98 | — | 0.04 |
| MARS3 | 0.98 | — | 0.04 |
| MARS11 | 0.98 | — | 0.04 |
| MARS5 | 0.97 | — | 0.06 |
| MARS7 | 0.95 | — | 0.06 |
| MARS8 | 0.91 | — | 0.17 |
| MARS9 | 0.74 | — | 0.44 |
| MARS4 | 0.58 | — | 0.65 |
| MARS12 | 0.53 | — | 0.42 |
| MARS17 | 0.49 | — | 0.75 |
| MARS19 | 0.48 | — | 0.76 |
| MARS18 | — | 0.74 | 0.45 |
| MARS13 | — | 0.73 | 0.46 |
| MARS20 | — | −0.71 | 0.49 |
| MARS15 | — | 0.57 | 0.67 |
| MARS2 | — | 0.53 | 0.72 |
| MARS16 | — | 0.47 | 0.78 |
| MARS6 | — | 0.39 | 0.75 |
Table 3 B.
Principal Component Analysis Model Fit Statistics and Total Variance Explained
| Measure | Value |
|---|---|
| KMO (Overall) | 0.50 |
| Bartlett’s Test | χ2(190) = 4038.945, p < .001 |
| Eigenvalue (Component 1) | 7.28 |
| Eigenvalue (Component 2) | 3.02 |
| Variance Explained (%) | 51.5% |
Table 4A
Correlations Between SCL-90-R Symptomatology Scales and MARS Items (M1 to M10)
| Variable | M1 | M2 | M3 | M4 | M5 | M6 | M7 | M8 | M9 | M10 |
|---|---|---|---|---|---|---|---|---|---|---|
| Somatization | −.02 | .09 | −.02 | .13 | .03 | .14 | −.06 | −.04 | .04 | −.04 |
| Obsessive-compulsive | .05 | −.01 | .05 | .18 | .10 | .20* | .00 | .01 | .10 | −.03 |
| Interpersonal sensitivity | .26** | −.03 | .26** | .21* | .30** | −.04 | .20* | .21* | .27** | −.05 |
| Depression | .13 | .13 | .13 | .20* | .16 | .23* | .06 | .08 | .15 | .02 |
| Anxiety | .04 | .12 | .04 | −.07 | .08 | .13 | .02 | .02 | .13 | .00 |
| Hostility | .01 | .19 | .01 | −.02 | .04 | .05 | .09 | .02 | .08 | −.05 |
| Phobic anxiety | .22* | .00 | .22* | .14 | .27** | .33*** | .16 | .17 | .25* | .04 |
| Paranoid ideation | .52*** | −.08 | .52*** | .20* | .54*** | .13 | .46*** | .47*** | .46*** | −.02 |
| Psychoticism | .06 | .06 | .06 | .12 | .10 | −.01 | .03 | .03 | .17 | −.02 |
| GSI | .13 | .07 | .13 | .15 | .17 | .16 | .08 | .09 | .17 | .09 |
| PST | .08 | .15 | .08 | .08 | .12 | .17 | .07 | .05 | .17 | −.04 |
| PSI | .22* | .01 | .22* | .30** | .25* | .19 | .14 | .17 | .18 | .08 |
Table 4B
Correlations Between SCL-90-R Symptomatology Scales and MARS Items (M11 to M20)
| Variable | M11 | M12 | M13 | M14 | M15 | M16 | M17 | M18 | M19 | M20 |
|---|---|---|---|---|---|---|---|---|---|---|
| Somatization | −.02 | −.07 | .14 | −.06 | −.04 | .28** | .03 | .17 | −.04 | .17 |
| Obsessive-compulsive | .05 | −.04 | .12 | −.12 | −.03 | .33*** | .07 | .19 | −.02 | .13 |
| Interpersonal sensitivity | .26** | .12 | .15 | −.09 | −.03 | .18 | .09 | −.09 | .11 | .18 |
| Depression | .13 | .08 | .17 | −.12 | −.05 | .35*** | .07 | .24* | .02 | .16 |
| Anxiety | .04 | .01 | .15 | −.08 | −.08 | .29** | −.15 | .10 | −.02 | .13 |
| Hostility | .01 | .08 | .19* | −.02 | −.05 | .08 | .02 | .02 | .02 | −.03 |
| Phobic anxiety | .22* | .04 | .06 | −.11 | −.04 | .40*** | −.03 | .17 | .07 | .05 |
| Paranoid ideation | .52*** | .27** | .08 | −.08 | .01 | .16 | .11 | −.04 | .22* | .13 |
| Psychoticism | .06 | .06 | .17 | −.09 | .04 | .21* | .03 | .06 | −.01 | .17 |
| GSI | .13 | .04 | .15 | −.11 | −.05 | .31** | .02 | .14 | .03 | .07 |
| PST | .08 | .11 | .20* | −.09 | −.01 | .28** | −.02 | .17 | .01 | .12 |
| PSI | .22* | .02 | .10 | −.10 | −.07 | .29** | .19 | .15 | .08 | .13 |