| Literature DB >> 34087060 |
Nagaaki Tanaka1,2, Daisuke Yabe1,3,4, Kenta Murotani5, Yuko Yamaguchi1,2, Yuki Fujita2, Sodai Kubota1,2, Rena Nakashima-Yasuda2, Saki Kubota-Okamoto1,2, Shinji Ueno2, Yuji Yamazaki1,2, Hitoshi Kuwata1,2, Koin Watanabe2, Takanori Hyo2, Yoshiyuki Hamamoto1,2, Takeshi Kurose1,6, Hiroko Higashiyama7, Yusuke Seino8, Yuichiro Yamada1,2, Yutaka Seino1,2.
Abstract
AIMS/Entities:
Keywords: Diabetes Card System Program; Diabetes self-management education; Japan Association of Diabetes Education and Care
Mesh:
Substances:
Year: 2021 PMID: 34087060 PMCID: PMC8668064 DOI: 10.1111/jdi.13607
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Figure 1Study protocol. Participants were randomized (R) into two groups: an intervention (I) group and a control (C) group. At 0, 2, 4 and 6 months (M) after the randomization, individuals in group I received physicians’ diabetes self‐management education (DMSE) at each hospital visit by using the Japan Association of Diabetes Education and Care (JADEC) Diabetes Education Card Program on each patient’s blood glucose profiles analyzed by the self‐monitoring of blood glucose (SMBG) readings analyzer, HR Joint Data Vision®, which provides comprehensive summary statistics, listings and graphical plots of blood glucose profiles. Individuals in group C received physicians’ DMSE at each hospital visit without using the JADEC Diabetes Education Card Program and the SMBG reading analyzer. A diabetes treatment‐related quality of life questionnaire and an original SMBG questionnaire were carried out at 0 M and at 6 M.
Figure 2Flow diagram of the study.
Characteristics of study participants
| Total | I | C |
| |
|---|---|---|---|---|
|
| 76 (60/16) | 38 (29/9) | 38 (31/7) | 0.574 |
| Age (years) | 61.0 ± 8.4 | 60.6 ± 8.3 | 61.4 ± 8.7 | 0.676 |
| BMI (kg/m2) | 25.2 ± 3.0 | 25.6 ± 3.0 | 24.8 ± 2.9 | 0.274 |
| Duration of diabetes (years) | 15.7 ± 7.6 | 16.6 ± 7.6 | 14.8 ± 7.6 | 0.312 |
| Duration of insulin use (years) | 6.6 ± 4.9 | 7.1 ± 4.8 | 6.1 ± 5.0 | 0.409 |
| HbA1c (%) | 7.9 ± 0.8 | 8.0 ± 0.9 | 7.9 ± 0.8 | 0.738 |
| Frequency of SMBG per day | 1.39 ± 0.62 | 1.38 ± 0.65 | 1.40 ± 0.60 | 0.884 |
| Frequency of insulin injection per day | 1 (1–2) | 1 (1–2) | 1 (1–2) | 0.684 |
| Once per day (%) | 71.1 | 71.1 | 71.1 | |
| Twice per day (%) | 10.5 | 7.9 | 13.2 | |
| Three times per day (%) | 2.6 | 2.6 | 2.6 | |
| Four times per day (%) | 15.8 | 18.4 | 13.2 | |
| Daily total insulin dose (units/kg bodyweight) | 0.32 ± 0.19 | 0.32 ± 0.18 | 0.31 ± 0.20 | 0.873 |
| Co‐administration of GLP‐1RA (%) | 43.4 | 47.4 | 39.5 | 0.488 |
| Frequency of GLP‐1RA injection per day | 1.2 ± 1.0 | 1.1 ± 1.1 | 1.3 ± 0.9 | 0.365 |
| No. oral antidiabetes drugs | 1.2 ± 1.0 | 1.1 ± 1.1 | 1.3 ± 0.9 | 0.365 |
| DTR‐QOL questionnaire | ||||
| Total | 69.8 ± 13.2 | 69.8 ± 14.5 | 69.9 ± 12.6 | 0.979 |
| D1 | 74.2 ± 15.4 | 75.8 ± 15.9 | 72.7 ± 15.0 | 0.405 |
| D2 | 63.2 ± 17.1 | 62.6 ± 18.6 | 63.8 ± 15.8 | 0.761 |
| D3 | 76.6 ± 22.5 | 74.3 ± 24.7 | 79.0 ± 20.1 | 0.382 |
| D4 | 61.9 ± 16.8 | 60.2 ± 17.3 | 63.6 ± 16.4 | 0.398 |
| SMBG questionnaire | ||||
| Q1 | 5 (1) | 5 (1) | 4 (1) | 0.251 |
| Q2 | 3 (2) | 3 (2) | 3 (2) | 0.830 |
| Q3 | 3 (2) | 3 (2) | 2.5 (2) | 0.826 |
| Q4 | 3 (1) | 3 (1) | 3 (1) | 0.978 |
| Q5 | 4 (2) | 4 (2) | 4 (2) | 0.965 |
Data are shown as the mean ± standard deviation or the median (interquartile range). BMI, body mass index; C, control group; D1, domain of diabetes treatment‐related quality of life questionnaire “Burden on social activities and daily activities”; D2, domain of diabetes treatment‐related quality of life questionnaire “Anxiety and dissatisfaction with treatment”; D3, domain of diabetes treatment‐related quality of life questionnaire “Hypoglycemia”; D4, domain of diabetes treatment‐related quality of life questionnaire “Satisfaction with treatment”; DTR‐QOL, diabetes treatment‐related quality of life questionnaire; GLP‐1RA, glucagon‐like peptide‐1 receptor agonist; I, intervention group; Q1, the original self‐monitoring of blood glucose questionnaire asking “How important is self‐monitoring of blood glucose to you?”; Q2, the original self‐monitoring of blood glucose questionnaire asking “How much pain do you feel when you prick a finger with a lancing device?”; Q3, the original self‐monitoring of blood glucose questionnaire asking “How frustrated are you with self‐monitoring of blood glucose?” Q4, the original self‐monitoring of blood glucose questionnaire asking “How confident are you to enter self‐monitoring of blood glucose results correctly in your self‐monitoring of blood glucose diary?”; Q5, the original self‐monitoring of blood glucose questionnaire asking “Would you like to share your self‐monitoring of blood glucose results with your physician,” each of which uses a 5‐point Likert scale with responses ranging from “very unlikely” (1) to “very likely” (5); SMBG, self‐monitoring of blood glucose.
Figure 3(a) Glycated hemoglobin (HbA1c), (b) body mass index (BMI), (c) frequency of self‐monitoring of blood glucose (SMBG) per day and (d) insulin doses at baseline (0 M) and 6 months after randomization (6 M) are shown. Values are the mean ± standard error of the mean. *P < 0.05 versus baseline (paired t‐test for HbA1c and BMI; and Wilcoxon's signed rank test for SMBG frequency, insulin dose, and insulin injection frequency). (e) Distribution of changes in insulin doses during the 6 months is also shown. Categories of “increased” and “decreased” refer to individuals whose insulin doses were increased or decreased by ≥1 unit during the 6 months, respectively. The category of “unchanged” refers to individuals whose insulin doses were unchanged during the study. C, control group; I, intervention group.
Figure 4(a) The Diabetes Therapy‐Related Quality of Life (DTR‐QOL) and (b) the self‐monitoring of blood glucose (SMBG) questionnaire scores at baseline (0 M) and 6 months after the randomization (6 M) are shown. The total score and domain scores in the DTR‐QOL questionnaire were converted to a scale of 0–100. Each item in the SMBG questionnaire was answered by using a 5‐point Likert scale from “1: very unlikely” to “5: very likely”. Values are the mean ± standard error of the mean. *P < 0.05 versus baseline (Wilcoxon's signed rank test). C, control group; I, intensive group.
Association of change in glycated hemoglobin during the study period with various clinical parameters and questionnaire scores at baseline
| Simple regression analysis | Multiple regression analysis | ||||
|---|---|---|---|---|---|
|
|
| B | β |
| |
| Age (years) | −0.071 | 0.296 | |||
| BMI (kg/m2) | −0.018 | 0.446 | |||
| Duration of diabetes (years) | 0.040 | 0.380 | |||
| Duration of insulin use (years) | 0.135 | 0.152 | |||
| HbA1c (%) | −0.518 | < 0.001 | −0.550 | −0.518 | < 0.001 |
| Frequency of SMBG (times/day) | 0.029 | 0.413 | |||
| Frequency of insulin injection (times/day) | −0.091 | 0.245 | |||
| Daily total insulin dose (units/kg) | 0.020 | 0.441 | |||
| DTR‐QOL questionnaire | |||||
| Total | −0.140 | 0.413 | |||
| D1 | −0.136 | 0.150 | |||
| D2 | −0.020 | 0.439 | |||
| D3 | −0.161 | 0.110 | |||
| D4 | −0.133 | 0.156 | |||
| SMBG questionnaire | |||||
| Q1 | 0.058 | 0.331 | |||
| Q2 | 0.030 | 0.409 | |||
| Q3 | 0.044 | 0.369 | |||
| Q4 | 0.083 | 0.265 | |||
| Q5 | 0.136 | 0.150 | |||
A stepwise linear regression analysis regarding change in glycated hemoglobin (HbA1c) by taking into account age, body mass index (BMI), duration of diabetes, duration of insulin use, HbA1c, self‐monitoring of blood glucose (SMBG) frequency, insulin injection frequency and daily total insulin dose, SMBG questionnaire scores (Q1–Q5) and diabetes treatment‐related quality of life questionnaire (DTR‐QOL) scores (total and D1–D4) in 75 individuals with type 2 diabetes. B and β denote non‐standardized and standardized regression coefficients, respectively. For analysis of ΔHbA1c, the correlation coefficient squared (r 2) was 0.443 and the F‐value with 21.313 degrees of freedom was 1 for a P‐value of <0.001. D1, domain diabetes treatment‐related quality of life questionnaire “Burden on social activities and daily activities”; D2, domain of diabetes treatment‐related quality of life questionnaire “Anxiety and dissatisfaction with treatment”; D3, domain of diabetes treatment‐related quality of life questionnaire “Hypoglycemia”; D4, domain of diabetes treatment‐related quality of life questionnaire “Satisfaction with treatment”; Q1, the self‐monitoring of blood glucose questionnaire asking “How important is self‐monitoring of blood glucose to you?”; Q2, the self‐monitoring of blood glucose questionnaire asking “How much pain do you feel when you prick a finger with a lancing device?”; Q3, the self‐monitoring of blood glucose questionnaire asking “How frustrated are you with self‐monitoring of blood glucose?”; Q4, the self‐monitoring of blood glucose questionnaire asking “How confident are you to enter self‐monitoring of blood glucose results correctly in your self‐monitoring of blood glucose diary?”; Q5, the self‐monitoring of blood glucose questionnaire asking “Would you like to share your self‐monitoring of blood glucose results with your physician”, each of which is using a 5‐point Likert scale with responses ranging from “very unlikely” (1) to “very likely” (5).
Association of change in glycated hemoglobin during the study period with changes in self‐monitoring of blood glucose frequency, insulin doses and self‐monitoring of blood glucose questionnaire scores
| Simple regression analysis | Multiple regression analysis | ||||
|---|---|---|---|---|---|
|
|
| B | β |
| |
| ΔSMBG frequency (times/day) | −0.184 | 0.083 | |||
| ΔInsulin injection frequency | 0.073 | 0.294 | |||
| ΔInsulin dose (units/kg) | 0.295 | 0.012 | 4.394 | 0.293 | 0.022 |
| SMBG questionnaire | |||||
| ΔQ1 | −0.082 | 0.270 | |||
| ΔQ2 | −0.106 | 0.215 | |||
| ΔQ3 | −0.020 | 0.442 | |||
| ΔQ4 | −0.087 | 0.258 | |||
| ΔQ5 | −0.254 | 0.027 | −0.255 | −0.252 | 0.047 |
A stepwise linear regression analysis regarding change in glycated hemoglobin by taking into account change in self‐monitoring of blood glucose (ΔSMBG) frequency, Δinsulin injection frequency, Δinsulin dose and changes in SMBG questionnaire scores in 75 individuals with type 2 diabetes. B and β denote non‐standardized and standardized regression coefficients, respectively. For analysis of ΔHbA1c, the correlation coefficient squared (r 2) was 0.151 and the F‐value with 4.883 degrees of freedom was 2 for a P‐value of 0.011. Q1, the self‐monitoring of blood glucose questionnaire asking “How important is self‐monitoring of blood glucose to you?”; Q2, the self‐monitoring of blood glucose questionnaire asking “How much pain do you feel when you prick a finger with a lancing device?”; Q3, the self‐monitoring of blood glucose questionnaire asking “How frustrated are you with self‐monitoring of blood glucose?”; Q4, the self‐monitoring of blood glucose questionnaire asking “How confident are you to enter self‐monitoring of blood glucose results correctly in your self‐monitoring of blood glucose diary?”; Q5, the self‐monitoring of blood glucose questionnaire asking “Would you like to share your SMBG results with your physician,” each of which uses a 5‐point Likert scale with responses ranging from “very unlikely” (1) to “very likely” (5).