| Literature DB >> 28626953 |
Abstract
AIMS/Entities:
Keywords: Psychological insulin resistance; Psychometric validation; Transcultural translation
Mesh:
Substances:
Year: 2017 PMID: 28626953 PMCID: PMC5835470 DOI: 10.1111/jdi.12704
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Respondent and non‐respondent characteristics
| Respondents | Non‐respondents |
| |
|---|---|---|---|
| Mean age (years) | |||
| Age | 63.29 | 64.23 | 0.743 |
| Age distribution (%) | |||
| ≤50 | 11.2 | 7.7 | 0.929 |
| 51–60 | 25.6 | 30.8 | |
| 61–70 | 41.5 | 46.2 | |
| 71–80 | 17.3 | 7.7 | |
| >80 | 4.5 | 7.7 | |
| Sex (%) | |||
| Male | 45.3 | 58.3 | 0.375 |
| Female | 54.7 | 41.7 | |
| Marriage status (%) | |||
| Married | 76.1 | ||
| Single | 10.5 | ||
| Divorced | 5.9 | ||
| Widowed | 7.5 | ||
| Employment status (%) | |||
| Working | 35.9 | 42.9 | 0.497 |
| Unemployed | 5.8 | 0 | |
| Retired | 58.3 | 57.1 | |
| Education (%) | |||
| No education | 7.3 | 8.3 | 0.826 |
| Primary level | 39.8 | 50 | |
| Secondary level | 43 | 3.6 | |
| University level | 8.6 | 0 | |
| Master's or above | 1.3 | 0 | |
| Relative on insulin (%) | |||
| Yes | 27.6 | ||
| Lived with family (%) | |||
| Yes | 88.3 | ||
| Monthly family income (%) | |||
| <$5,000 | 31.2 | ||
| $5,001–10,000 | 20 | ||
| $10,001–20,000 | 26.8 | ||
| $20,001–30,000 | 15.6 | ||
| >$30,000 | 6.4 | ||
| DM complications (%) | |||
| MDRD <60 | 14.8 | 25 | 0.336 |
| Microalbuminuria | 17.4 | 25 | 0.5 |
| Retinopathy | 9.8 | 8.3 | 0.869 |
| Impaired foot vibration sense | 1.0 | 8.3 | 0.143 |
| Tx modality (%) | |||
| Insulin | 5.8 | 0 | 1.0 |
| Oral drugs | 84.2 | 91.7 | 0.7 |
| Diet alone | 15.4 | 8.3 | 1.0 |
| HbA1c (%) | |||
| Mean value | 7.26 | 7.25 | 0.967 |
| HbA1c ≤7% | 49.7 | 66.7 | 0.378 |
| LDL | |||
| Mean value | 2.51 | 2.76 | 0.256 |
| ≤2.6? (%) | 62.5 | 50 | 0.383 |
| Years of Dx of DM | |||
| ≤10 years (%) | 70.7 | 100 | 0.023 |
| Mean value | 8.31 | 3.17 | <0.001 |
Missing data from non‐respondents were due to a lack of information from the medical records system. DM, diabetes mellitus; Dx, duration; HbA1c, glycosylated hemoglobin; LDL, low‐density lipoprotein; MDRD, estimated glomerular filtration rates by Modification of Diet in Renal Disease formula; Tx, treatment.
*P < 0.05.
Exploratory factor analyses of the 20 items of the Insulin Treatment Appraisal Scale: forced one‐ to four‐factor solutions after oblimin rotation and a two‐factor solution excluding question 1
| One‐factor solution | Two‐factor solution | Three‐factor solution | |||||||
|---|---|---|---|---|---|---|---|---|---|
| h2 | F1/1 | h2 | F1/2 | F2/2 | h2 | F1/3 | F2/3 | F3/3 | |
| Item content | |||||||||
| 1. Failed on pre‐insulin therapy | 0.72 | 0.209 | 0.365 | 0.324 | 0.397 | ||||
| 2. Diabetes has gotten worse | 0.112 | 0.334 | 0.234 | 0.342 | 0.342 | 0.456 | 0.356 | 0.397 | –0.413 |
| 3. Prevent complications | 0 | 0.248 | 0.498 | 0.281 | 0.493 | ||||
| 4. Perceived by others as more sick | 0.205 | 0.453 | 0.213 | 0.453 | 0.309 | 0.461 | |||
| 5. Life less flexible | 0.411 | 0.641 | 0.42 | 0.641 | 0.417 | 0.64 | |||
| 6. Fear of injecting with needle | 0.229 | 0.479 | 0.238 | 0.479 | 0.276 | 0.481 | |||
| 7. Risk of hypoglycemia | 0.165 | 0.406 | 0.206 | 0.409 | 0.204 | 0.408 | |||
| 8. Improves health | 0.001 | 0.262 | 0.51 | 0.359 | 0.528 | ||||
| 9. Causes weight gain | 0.113 | 0.336 | 0.114 | 0.336 | 0.114 | 0.335 | |||
| 10. Takes time and energy | 0.431 | 0.656 | 0.438 | 0.656 | 0.449 | 0.656 | |||
| 11. Give up activities I enjoy | 0.544 | 0.737 | 0.543 | 0.736 | 0.541 | 0.734 | |||
| 12. My health will deteriorate | 0.402 | 0.634 | 0.405 | 0.633 | 0.435 | 0.636 | |||
| 13. Injecting is embarrassing | 0.507 | 0.712 | 0.508 | 0.711 | 0.506 | 0.709 | |||
| 14. Injecting is painful | 0.371 | 0.609 | 0.371 | 0.608 | 0.402 | 0.61 | |||
| 15. Difficult to always inject correctly | 0.481 | 0.693 | 0.521 | 0.697 | 0.568 | 0.701 | |||
| 16. Difficult to fulfill responsibilities | 0.608 | 0.78 | 0.646 | 0.784 | 0.667 | 0.785 | |||
| 17. Helps to control blood glucose | 0.003 | 0.414 | 0.641 | 0.39 | 0.619 | ||||
| 18. Family/friends more concerned | 0.532 | 0.729 | 0.533 | 0.728 | 0.531 | 0.726 | |||
| 19. Helps to improve energy levels | 0.057 | 0.142 | 0.222 | ||||||
| 20. More dependent on doctor | 0.214 | 0.462 | 0.227 | 0.462 | 0.237 | 0.462 | |||
| Explained variance (%) | 30.2 | 40.79 | 47.55 | ||||||
Only factors with a loading >0.3 are shown. F, factor; h2, communality; Q1 question 1.
Insulin Treatment Appraisal Scale scores
| Insulin users | Non‐insulin users |
| |
|---|---|---|---|
| Scores of patients treated with insulin and non‐insulin users | |||
| Total ITAS score | 26.28 | 37.36 | <0.001 |
| 16‐item negative scale score | 41.94 | 51.17 | <0.001 |
| 4‐item positive scale score | 15.67 | 13.74 | <0.001 |
–ve, negative; +ve, positive; ITAS, Insulin Treatment Appraisal Scale; PIR, psychological insulin resistance.
Test–retest reliability, Insulin Treatment Appraisal Scale statements and different social/treatment groups
| Item content | Test–retest reliability | On insulin? (%) | PIR +ve? (%) | Lives with family? (%) | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Agree to the following statements: | Pearson's correlation |
| Yes | No |
| Yes | No |
| Yes | No |
|
| 1. Failed on pre‐insulin therapy | 0.313 | 0.198 | |||||||||
| 2. Diabetes has gotten worse | 0.512 | 0.054 | |||||||||
| 3 Prevent complications | 0.656 | 0.011 | 94.4 | 62.5 | 0.003 | 75.3 | 55.2 | 0.001 | |||
| 4. Perceived by others as sicker | 0.293 | 0.217 | |||||||||
| 5. Life less flexible | 0.566 | 0.035 | 16.7 | 61 | <0.001 | 52.6 | 66 | 0.033 | |||
| 6. Fear of injecting with needle | 0.4 | 0.125 | 38.9 | 70.4 | 0.005 | 58.8 | 77.9 | 0.001 | 66.1 | 88.6 | 0.004 |
| 7. Risk of hypoglycemia | 0.499 | 0.06 | |||||||||
| 8. Improves health | 0.591 | 0.023 | 59.2 | 88.9 | 0.008 | 72.6 | 51.8 | 0.001 | |||
| 9. Causes weight gain | 0.428 | 0.105 | 5.2 | 17.7 | 0.004 | 11.9 | 30.6 | 0.002 | |||
| 10. Takes time and energy | 0.723 | 0.002 | 16.7 | 45.9 | 0.012 | 27.8 | 55.8 | <0.001 | |||
| 11. Give up activities I enjoy | 0.562 | 0.036 | 18.9 | 41.6 | <0.001 | ||||||
| 12. My health will deteriorate | 0.779 | 0.001 | 31.3 | 49.4 | 0.004 | ||||||
| 13. Injecting is embarrassing | 0.643 | 0.011 | 18.6 | 50.6 | <0.001 | ||||||
| 14. Injecting is painful | 0.523 | 0.053 | 28.1 | 57.1 | <0.001 | ||||||
| 15. Difficult to always inject correctly | 0.869 | <0.001 | 11.1 | 53.8 | <0.001 | 38.9 | 63.8 | <0.001 | |||
| 16. Difficult to fulfill responsibilities | 0.817 | <0.001 | 16.7 | 41.6 | 0.028 | 24.5 | 53.7 | <0.001 | |||
| 17. Helps to control blood glucose | 0.008 | 0.493 | 94.4 | 70.4 | 0.018 | 86.5 | 61.4 | <0.001 | |||
| 18. Family/friends more concerned | 0.699 | 0.004 | 16.7 | 51 | 0.004 | 40.6 | 59.6 | 0.003 | |||
| 19. Helps to improve energy levels | 0.369 | 0.15 | 50 | 23.5 | 0.012 | 37.9 | 16.3 | <0.001 | |||
| 20. More dependent on doctor | 0.51 | 0.055 | 22.2 | 47.4 | 0.031 | ||||||
| Scoring | |||||||||||
| Total item score mean | 0.817 | <0.001 | 26.28 | 37.36 | <0.001 | 32.56 | 40.33 | <0.001 | 36.32 | 39.32 | 0.04 |
| Negative 16‐item score mean | 0.782 | 0.001 | 41.94 | 51.17 | <0.001 | 47.09 | 53.78 | <0.001 | 50.22 | 53.56 | 0.02 |
| Positive 4‐item score mean | 0.692 | <0.001 | 15.67 | 13.73 | <0.001 | 14.49 | 13.29 | <0.001 | |||
Only results with statistical significance at P ≤ 0.05 are shown. MDRD, estimated glomerular filtration rates by Modification of Diet in Renal Disease formula.