| Literature DB >> 27274207 |
Dilek Gogas Yavuz1, Habip Bilen2, Seda Sancak3, Tayfun Garip4, Zeliha Hekimsoy5, Ibrahim Sahin6, Murat Yilmaz7, Hasan Aydin8, Aysegul Atmaca9, Murat Sert10, Pinar Karakaya11, Dilek Arpaci4, Aytekin Oguz12, Nilgun Guvener13.
Abstract
OBJECTIVE: The objective of this study is to evaluate the impact of sequential telephonic interviews on treatment persistence and daily adherence to insulin injections among insulin-naïve type 2 diabetes patients initiated on different insulin regimens in a 3-month period.Entities:
Keywords: HbA1c; insulin analogs; self-monitoring of blood glucose; type 2 diabetes
Year: 2016 PMID: 27274207 PMCID: PMC4876103 DOI: 10.2147/PPA.S100626
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Baseline demographic and clinical characteristics with respect to follow-up type and insulin regimen
| Telephonic interview
| Insulin regimen
| ||||||
|---|---|---|---|---|---|---|---|
| Sequential (n=733) | Single (n=723) | Basal bolus (n=399) | Premixed (n=604) | Basal insulin (n=448) | |||
| Age (year), mean (SD) | 56.4 (12.2) | 57.4 (11.8) | 0.131 | 55.0 (12.4) | 57.1 (11.0) | 58.1 (12.2) | |
| Sex, n (%) | |||||||
| Female | 350 (47.9) | 364 (50.3) | 0.347 | 156 (46.4) | 226 (48.6) | 157 (49.1) | 0.763 |
| Male | 381 (52.1) | 359 (49.7) | 180 (53.6) | 239 (51.4) | 163 (50.9) | ||
| Diabetes duration (year), mean (SD) | 6.0 (6.5) | 6.6 (6.2) | 0.112 | 6.2 (5.7) | 6.9 (6.0) | 7.0 (5.8) | 0.140 |
| Illiteracy, n (%) | 102 (14.0) | 127 (17.6) | 0.746 | 51 (15.4) | 63 (13.5) | 43 (13.5) | 0.721 |
| Comorbidities, n (%) | |||||||
| Hypertension | 350 (47.4) | 351 (48.5) | 0.710 | 199 (49.8) | 288 (47.6) | 214 (47.7) | 0.066 |
| Hyperlipidemia | 385 (52.5) | 402 (55.6) | 0.412 | 225 (56.3) | 312 (53.4) | 250 (55.8) | 0.412 |
| Proved coronary artery disease | 120 (16.3) | 106 (14.6) | 0.811 | 68 (17.7) | 81 (13.7) | 77 (17.6) | 0.831 |
| Insulin regimen, n (%) | |||||||
| Basal bolus (n=399) | 223 (55.9) | 176 (44.1) | 0.057 | ||||
| Premixed (n=604) | 277 (45.9) | 327 (54.1) | 0.06 | ||||
| Basal insulin (n=448) | 230 (51.3) | 218 (48.7) | 0.356 | ||||
| Total (n=1,451) | 730 (50.3) | 721 (49.7) | 0.87 | ||||
Notes:
Student’s t-test.
ANOVA and post hoc Tukey–Kramer multiple comparisons test.
Chi-square test.
Five patients with basal plus regimen were not included in the insulin regimen based analyses.
P<0.01 compared to basal insulin regimen.
P<0.05 compared to basal insulin regimen. Values in bold indicate statistical significance (P<0.05).
Abbreviations: SD, standard deviation; ANOVA, Analysis of variance.
Treatment adherence at third month with respect to follow-up type and insulin regimen
| Third month treatment adherence
| ||||
|---|---|---|---|---|
| Persistence | Treatment withdrawal | Inability to access patient | Total | |
| Interview type | ||||
| Sequential | 607 (83.2) | 102 (14.0) | 21 (2.9) | 730 (100.0) |
| Single | 507 (70.3) | 123 (17.1) | 91 (12.6) | 721 (100.0) |
| Total | 1,114 (76.8) | 225 (15.5) | 112 (7.7) | 1,451 (100.0) |
| | <0.0001 | |||
| Insulin regimen | ||||
| Basal bolus | 307 (76.9) | 62 (15.5) | 30 (7.5) | 399 (100.0) |
| Premixed | 475 (78.6) | 83 (13.7) | 46 (7.6) | 604 (100.0) |
| Basal insulin | 332 (74.1) | 80 (17.9) | 36 (8.0) | 448 (100.0) |
| | 0.45 | |||
| Basal bolus | ||||
| Sequential interview | 185 (83.0) | 31 (13.9) | 7 (3.1) | 223 (100.0) |
| Single interview | 122 (69.3) | 31 (17.6) | 23 (13.1) | 176 (100.0) |
| Premixed | ||||
| Sequential interview | 227 (81.9) | 39 (14.1) | 11 (4.0) | 277 (100.0) |
| Single interview | 248 (75.8) | 44 (13.5) | 35 (10.7) | 327 (100.0) |
| Basal insulin | ||||
| Sequential interview | 195 (84.8) | 32 (13.9) | 3 (1.3) | 230 (100.0) |
| Single interview | 137 (62.8) | 48 (22.0) | 33 (15.1) | 218 (100.0) |
Notes: Data are expressed as n (%). Chi-square test.
P<0.0001 compared to patients with sequential interview in the same regimen.
P<0.05 compared to single interview in the basal insulin regimen.
Baseline and third month total daily and per kg insulin doses
| Total daily dose (IU/d)
| Dose/kg (IU/kg)
| |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baseline
| Third month, mean (SD) | Baseline, mean (SD) | Third month, mean (SD) | |||||||||
| n | Mean (SD) | |||||||||||
|
|
|
|
| |||||||||
| All patients | 1,456 | 29.4 (17.9) | 34.8 (18.8) | 0.4 (0.3) | 0.4 (0.3) | |||||||
| < | 0.949 | |||||||||||
|
|
|
|
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| Telephonic interview | ||||||||||||
| Sequential interview | 733 | 29.6 (18.3) | 0.359 | 528 | 35.3 (18.8) | 0.320 | 721 | 0.4 (0.2) | 0.569 | 723 | 0.4 (0.2) | 0.076 |
| Single interview | 723 | 28.7 (18.7) | 486 | 34.1 (18.9) | 707 | 0.4 (0.3) | 712 | 0.4 (0.3) | ||||
| Insulin regimen | ||||||||||||
| Basal bolus | 399 | 43.8 (21.4) | < | 264 | 46.0 (20.8) | < | 391 | 0.6 (0.3) | < | 394 | 0.4 (0.3) | 0.119 |
| Premixed | 604 | 30.3 (13.8) | 435 | 37.4 (15.8) | 599 | 0.4 (0.2) | 599 | 0.4 (0.3) | ||||
| Basal insulin | 448 | 14.7 (6.5) | 315 | 21.7 (12.3) | 438 | 0.2 (0.1) | 442 | 0.4 (0.2) | ||||
| Basal bolus | ||||||||||||
| Sequential interview | 220 | 44.2 (20.0) | 0.6 | 149 | 46.2 (19.5) | 0.846 | 220 | 0.58 (0.25) | 0.693 | 220 | 0.4 (0.2) | 0.517 |
| Single interview | 171 | 43.2 (22.0) | 115 | 45.7 (22.3) | 171 | 0.57 (0.31) | 174 | 0.4 (0.3) | ||||
| Premixed | ||||||||||||
| Sequential interview | 278 | 29.8 (13.1) | 0.45 | 201 | 38.1 (16.5) | 0.349 | 278 | 0.42 (0.17) | 0.58 | 276 | 0.38 (0.2) | |
| Single interview | 323 | 31.3 (14.0) | 234 | 36.7 (15.2) | 323 | 0.44 (0.21) | 323 | 0.44 (0.3) | ||||
| Basal insulin | ||||||||||||
| Sequential interview | 225 | 15.2 (7.3) | 0.56 | 178 | 23.0 (12.8) | 225 | 0.20 (0.09) | 0.34 | 227 | 0.4 (0.2) | 0.942 | |
| Single interview | 213 | 14.1 (5.5) | 137 | 20.1 (11.5) | 213 | 0.19 (0.07) | 215 | 0.4 (0.2) | ||||
Notes:
Student’s t-test.
ANOVA and post hoc Tukey–Kramer multiple comparisons test.
P<0.001 compared to basal insulin regimen.
P<0.001 compared to basal insulin and premixed regimens. Values in bold indicate statistical significance (P<0.05).
Abbreviations: SD, standard deviation; ANOVA, Analysis of variance.
Baseline and third month anthropometric and glycemic parameters
| Telephonic interview
| Insulin regimen
| |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baseline
| Third month
| Baseline
| Third month
| |||||||||||
| Sequential (n=733) | Single (n=723) | Sequential (n=733) | Single (n=723) | Basal bolus | Premixed | Basal insulin | Basal bolus | Premixed | Basal insulin | |||||
| Anthropometrics | ||||||||||||||
| Body weight (kg) | 80.7 (15.7) | 81.4 (31.5) | 0.588 | 81.4 (15.2) | 80.9 (14.4) | 0.584 | 80.4 (15.4) | 81.0 (15.0) | 80.8 (15.4) | 0.848 | 81.8 (14.8) | 81.4 (14.9) | 80.5 (15.4) | 0.595 |
| Body mass index (kg/m2) | 29.6 (5.9) | 29.9 (11.5) | 0.454 | 29.9 (6.0) | 29.8 (5.5) | 0.795 | 29.8 (6.1) | 29.6 (5.6) | 29.7 (5.6) | 0.911 | 30.3 (6.1) | 29.8 (5.7) | 29.6 (5.7) | 0.3 |
| Glycemic parameters | ||||||||||||||
| FBG (mg/dL) | 231.9 (86.7) | 231.1 (81.2) | 0.867 | 142.8 (52.7) | 150.0 (57.8) | 0.064 | 257.5 (78) | 228.5 (83) | 209.5 (62.0) | 152.3 (61.0) | 145.8 (52.2) | 141.4 (48.3) | 0.104 | |
| PPBG (mg/dL) | 306.7 (108.0) | 298.6 (106.9) | 0.287 | 195.2 (75.2) | 204.7 (80.0) | 0.147 | 315.7 (129.0) | 295.0 (106.9) | 294.6 (96.4) | 0.113 | 201.1 (79.6) | 199.8 (74.7) | 196.7 (75.4) | 0.881 |
| HbA1c | ||||||||||||||
| % | 10.5 (2.2) | 10.4 (2.1) | 0.592 | 8.2 (1.6) | 8.2 (1.6) | 0.513 | 11.3 (2.3) | 10.5 (2.0) | 9.7 (2.0) | < | 8.3 (1.8) | 8.1 (1.5) | 8.1 (1.5) | 0.299 |
| mmol/mol | 91 (24) | 90 (23) | 66 (18) | 66 (18) | 100 (25) | 91 (22) | 83 (22) | 69 (20) | 65 (16) | 65 (16) | ||||
Notes: Data are shown as mean (SD).
Student’s t-test.
ANOVA and post hoc Tukey–Kramer multiple comparisons test.
P<0.001 compared to basal insulin regimen.
P<0.001 compared to basal insulin and premixed regimens. Values in bold indicate statistical significance (P<0.05).
Abbreviations: FBG, fasting blood glucose; PPBG, postprandial blood glucose; HbA1c, hemoglobin A1c; SD, standard deviation; ANOVA, analysis of variance.
Hypoglycemia with respect to insulin regimen and follow-up type
| Hypoglycemia
| ||||||
|---|---|---|---|---|---|---|
| N | n (%) | |||||
| Telephonic interview | ||||||
| Sequential interview | 528 | 125 (23.6) | 0.08 | |||
| Single interview | 489 | 139 (28.4) | ||||
| Total | 1,017 | 264 (26.0) | ||||
|
| ||||||
|
| ||||||
| Insulin regimen | ||||||
| Basal bolus | 262 | 80 (30.5) | 148 | 43 (29.1) | 114 | 37 (32.5) |
| Premixed | 435 | 148 (34.0) | 202 | 58 (28.7) | 233 | 90 (38.6) |
| Basal insulin | 320 | 36 (11.2) | 178 | 24 (13.5) | 142 | 12 (8.5) |
| Total | 1,017 | 264 (26.0) | 528 | 125 (12.2) | 489 | 139 (13.7) |
Notes: Chi-square test.
P<0.0001 compared to basal bolus and premixed insulin regimens.
Patients’ view on insulin therapy before and after treatment initiation
| Before treatment | ||||
| General view | ||||
| Positive appraisal | 696 (47.8) | |||
| Negative appraisal | 424 (29.1) | |||
| Neutral | 159 (10.9) | |||
| Total | 1,279 (87.9) | |||
| Missing | 176 | |||
|
| ||||
|
| ||||
| Insulin treatment is associated with | ||||
| Normalization of blood glucose | 1,238 (85.1) | 89 (6.1) | 1,327 (91.2) | 128 |
| Weight gain | 321 (22.1) | 904 (62.1) | 1,225 (84.2) | 230 |
| Hypoglycemia | 364 (25.0) | 902 (62.0) | 1,266 (87.0) | 189 |
| Painful injections | 534 (36.7) | 800 (55.0) | 1,334 (91.7) | 121 |
| Dependency | 471 (32.4) | 819 (56.3) | 1,290 (88.7) | 165 |
| At the third month of treatment | ||||
| Insulin treatment is associated with | ||||
| Self-injection | 818 (56.2) | 134 (9.2) | 952 (65.4) | 503 |
| Painful injections | 89 (6.1) | 860 (59.1) | 949 (65.2) | 506 |
| Itching at the injection site | 32 (2.2) | 918 (63.1) | 950 (65.3) | 505 |
| Hives/swelling at the injection site | 18 (1.2) | 930 (63.9) | 948 (65.2) | 507 |
Note: Data are expressed as n (%).
Age-adjusted logistic regression analysis for factors predicting persistence and skipping an injection
| Dependent variable
| ||||||||
|---|---|---|---|---|---|---|---|---|
| Persistence
| Skipping doses
| |||||||
| OR | 95% CI
| OR | 95% CI
| |||||
| Min | Max | Min | Max | |||||
| Insulin regimen | ||||||||
| Basal bolus | 0.311 | 1.270 | 0.800 | 2.017 | 1.583 | 1.011 | 2.479 | |
| Premixed | 0.105 | 1.378 | 0.935 | 2.030 | 0.675 | 0.915 | 0.603 | 1.388 |
| Basal insulin | Reference | Reference | ||||||
| Age | 0.853 | 0.999 | 0.984 | 1.013 | 0.573 | 0.996 | 0.981 | 1.011 |
| Diabetes duration | 1.063 | 1.026 | 1.102 | 0.537 | 0.990 | 0.959 | 1.022 | |
| Sex | ||||||||
| Female | 0.724 | 0.941 | 0.670 | 1.321 | 0.206 | 0.804 | 0.573 | 1.127 |
| Male | Reference | Reference | ||||||
| Initial view | ||||||||
| Negative | < | 0.520 | 0.363 | 0.746 | 0.890 | 1.027 | 0.709 | 1.487 |
| Neutral | 0.422 | 0.804 | 0.471 | 1.371 | 0.923 | 0.975 | 0.584 | 1.627 |
| Positive | Reference | Reference | ||||||
| Telephonic interview | ||||||||
| Sequential interview | 1.531 | 1.093 | 2.143 | 0.050 | 0.750 | 0.521 | 1.063 | |
| Single interview | Reference | Reference | ||||||
| HbA1c | 1.090 | 0.999 | 1.189 | 1.114 | 1.028 | 1.207 | ||
| Constant | 0.783 | 1.213 | 0.001 | 0.125 | ||||
Note: Values in bold indicate statistical significance (P<0.05).
Abbreviations: OR, odds ratio; CI, confidence interval; Min, minimum; Max, maximum; HbA1c, hemoglobin A1c.