| Literature DB >> 27712034 |
Sin Gon Kim1, Nam Hoon Kim1, Bon Jeong Ku2, Ho Sang Shon3, Doo Man Kim4, Tae Sun Park5, Yong-Seong Kim6, In Joo Kim7, Dong Seop Choi1.
Abstract
AIMS/Entities:
Keywords: Insulin therapy; Physician and patient behaviors; Type 2 diabetes
Mesh:
Substances:
Year: 2017 PMID: 27712034 PMCID: PMC5415458 DOI: 10.1111/jdi.12581
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Baseline and demographic characteristics
| Insulin‐initiated group ( | Insulin‐delayed group ( | Total ( |
| |
|---|---|---|---|---|
| Patient characteristics | ||||
| Age (years) | 56.0 ± 12.0 | 57.3 ± 11.1 | 57.0 ± 11.3 | 0.0757 |
| BMI (kg/m2) | 25.3 ± 4.3 | 25.6 ± 3.5 | 25.7 ± 3.7 | 0.0154 |
| HbA1c (%) | 9.7 ± 1.5 | 8.8 ± 0.9 | 9.0 ± 1.1 | <0.0001 |
| FPG (mg/dL) | 203.9 ± 75.8 | 171.7 ± 49.0 | 178.1 ± 56.8 | <0.0001 |
| Duration of diabetes (years) | 8.5 ± 6.9 | 7.8 ± 6.2 | 7.9 ± 6.4 | 0.1191 |
| Microvascular complications, | 144 (37.3) | 513 (32.6) | 657 (33.5) | 0.0801 |
| Macrovascular complications, | 73 (18.9) | 259 (16.5) | 332 (17.0) | 0.2509 |
| Physician characteristics | ||||
| Age (years) | 43.5 ± 7.1 | 43.5 ± 7.4 | 43.5 ± 7.3 | 0.8489 |
| <40, | 123 (31.9) | 531 (33.8) | 654 (33.4) | <0.0001 |
| 40 to <50 | 204 (52.8) | 729 (46.3) | 933 (47.6) | |
| 50 to <60 | 45 (11.7) | 293 (18.6) | 338 (17.3) | |
| ≥60 | 14 (3.6) | 20 (1.3) | 34 (1.7) | |
| Male, | 296 (76.7) | 1022 (65.0) | 1318 (67.3) | <0.0001 |
| Specialty in medicine, | ||||
| Endocrinology | 346 (88.6) | 1468 (93.3) | 1814 (92.6) | 0.0131 |
| Internal medicine (others) | 40 (10.4) | 105 (6.7) | 145 (7.4) | |
| Patients consulted per month | 730.9 ± 336.3 | 757.6 ± 271.8 | 752.3 ± 285.8 | 0.1485 |
| <500, | 56 (14.5) | 152 (9.6) | 208 (10.6) | <0.0001 |
| 500 to <1000 | 258 (66.8) | 1286 (81.8) | 1544 (78.8) | |
| ≥1000 | 72 (18.7) | 135 (8.6) | 207 (10.6) | |
| No. beds in hospital | 780.2 ± 345.6 | 811.8 ± 410.0 | 806.1 ± 399.3 | 0.1480 |
| <500, | 30 (9.1) | 210 (14.1) | 240 (13.2) | 0.0072 |
| 500 to <1000 | 220 (66.9) | 1014 (67.8) | 1234 (67.6) | |
| ≥1000 | 79 (24.0) | 271 (18.1) | 350 (19.2) | |
| Work with diabetes education nurse, | ||||
| Yes | 277 (71.8) | 1381 (87.8) | 1658 (84.6) | <0.0001 |
| No | 109 (28.2) | 192 (12.2) | 301 (15.4) | |
| Support ADA/EASD guideline, | ||||
| Yes | 302 (78.2) | 1152 (73.2) | 1454 (74.2) | 0.0441 |
| No | 84 (21.8) | 421 (26.8) | 505 (25.8) | |
Unless specified otherwise, values are presented as means ± standard deviations.
ADA, American Diabetes Association; BMI, body mass index; EASD, European Association for the Study of Diabetes; FPG, fasting plasma glucose; HbA1c, glycated hemoglobin.
Figure 1Time to onset of insulin therapy from the start date of combination therapy using two oral hypoglycemic agents.
Patient‐related factors associated with initiation of insulin therapy
| Patient characteristics | OR (95% CI) |
|---|---|
| Age (years) | |
| <40 | 2.274 (1.305–3.963) |
| 40 to <50 | 1.511 (1.019–2.240) |
| 50 to <60 | 1.345 (0.971–1.864) |
| ≥60 | 1.00 |
| Sex, | |
| Male | 0.802 (0.610–1.055) |
| Female | 1.00 |
| BMI (kg/m2) | |
| <25 | 1.00 |
| ≥25 | 0.961 (0.731–1.263) |
| HbA1c (%) | |
| <9% | 0.308 (0.235–0.404) |
| ≥9% | 1.00 |
| Duration of diabetes (years) | |
| <5 | 0.777 (0.553–1.090) |
| 5 to <10 | 0.643 (0.456–0.907) |
| ≥10 | 1.00 |
| History of microvascular complication | |
| Yes | 1.00 |
| No | 1.124 (0.842–1.500) |
| History of macrovascular complication | |
| Yes | 1.00 |
| No | 0.744 (0.525–1.056) |
Multivariate logistic regression.
BMI, body mass index; CI, confidence interval; HbA1c, glycated hemoglobin; OR, odds ratio.
Physician‐related factors associated with initiation of insulin therapy
| Physician characteristics | OR (95% CI) |
|---|---|
| Age (years) | |
| <40 | 1.854 (0.952–3.610) |
| 40 to <50 | 1.306 (0.722–2.363) |
| 50 to <60 | 0.290 (0.145–0.581) |
| ≥60 | 1.00 |
| Sex, | |
| Male | 2.232 (1.523–3.271) |
| Female | 1.00 |
| Specialty in medicine | |
| Endocrinology | 1.00 |
| Internal medicine, others | 1.594 (0.967–2.629) |
| No. diabetes patients per month | |
| <500 | 0.156 (0.082–0.295) |
| 500 to <1000 | 0.176 (0.110–0.282) |
| ≥1000 | 1.00 |
| Work with nurses trained in diabetes education, | |
| Yes | 1.00 |
| No | 1.403 (0.980–2.009) |
| Support ADA/EASD guideline, | |
| Yes | 1.00 |
| No | 0.996 (0.705–1.406) |
Multivariate logistic regression.
ADA, American Diabetes Association; CI, confidence interval; EASD, European Association for the Study of Diabetes; OR, odds ratio.
Reasons associated with delaying insulin therapy
| Percentage of patients (%) | |
|---|---|
| Patient‐reported reasons ( | |
| Inconvenience | 51.6 |
| Fear of injection | 48.2 |
| Think ‘it is the end of life’ | 31.1 |
| Concern about injection pain | 14.0 |
| No confidence in glucose control | 7.2 |
| Concern about hypoglycemia | 2.9 |
| Concern about weight gain | 1.5 |
| Prefer oral drugs | 1.5 |
| Prefer diet and exercise | 1.2 |
| Inability to self‐inject | 1.0 |
| Physician‐reported reasons ( | |
| Patient's refusal | 33.6 |
| Concern about patient's compliance | 26.5 |
| Concern about hypoglycemia | 14.2 |
| Controllable with OADs | 12.2 |
| Patient's lack of DM knowledge | 6.0 |
| Need to follow up before insulin use | 3.9 |
| Lost to follow up | 3.0 |
| Diet change is needed | 2.6 |
| Lack of time to explain | 2.3 |
| Concern about weight gain | 2.1 |
| Lack of efficacy | 1.6 |
| Comorbid condition | 1.2 |
| Physician's decision | 0.7 |
| Lack of patient's will | 0.6 |
Multiple choices were given. DM, diabetes mellitus; OAD, oral antidiabetic.