| Literature DB >> 28611921 |
Peter Moström1, Elsa Ahlén2,3,4, Henrik Imberg5,6, Per-Olof Hansson4, Marcus Lind3,4.
Abstract
OBJECTIVE: The primary aim was to evaluate the extent to which persons with type 1 diabetes perform self-monitoring of blood glucose (SMBG) according to guidelines. Secondary objectives were to investigate predictors for good SMBG adherence, reasons for non-adherence, and association between SMBG frequency and hemoglobin A1c (HbA1c).Entities:
Keywords: Blood Glucose Monitoring; Compliance/Adherence; Frequency; HbA1
Year: 2017 PMID: 28611921 PMCID: PMC5387961 DOI: 10.1136/bmjdrc-2016-000342
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Demographics and baseline characteristics
| All sites | Site 1–3 | Site 4–5 | p-Value | |
|---|---|---|---|---|
| Age (years) | 46.9 (16.7) | 48.0 (16.6) | 44.3 (16.5) | 0.052 |
| Female | 145 (44.2%) | 99 (43.6%) | 46 (45.5%) | 0.84 |
| Diabetes duration (years) | 21.8 (15.1) | 22.6 (15.3) | 20.1 (14.5) | 0.19 |
| Smoking | ||||
| Never smoked | 173 (56.5%) | 114 (55.3%) | 59 (59.0%) | |
| Regular smoker | 20 (6.5%) | 15 (7.3%) | 5 (5.0%) | |
| Occasional smoker | 34 (11.1%) | 21 (10.2%) | 13 (13.0%) | |
| Previous smoker | 79 (25.8%) | 56 (27.2%) | 23 (23.0%) | 0.56 |
| Level of education | ||||
| Unfinished primary school | 6 (2.0%) | 5 (2.5%) | 1 (1.0%) | |
| Finished primary school | 33 (10.9%) | 22 (10.9%) | 11 (10.9%) | |
| High school | 184 (60.7%) | 132 (65.3%) | 52 (51.5%) | |
| College/University degree | 80 (26.4%) | 43 (21.3%) | 37 (36.6%) | 0.023 |
| Occupation | ||||
| Working | 189 (62.0%) | 126 (61.8%) | 63 (62.4%) | |
| Student | 19 (6.2%) | 8 (3.9%) | 11 (10.9%) | |
| Retired | 64 (21.0%) | 48 (23.5%) | 16 (15.8%) | |
| Unemployed | 14 (4.6%) | 9 (4.4%) | 5 (5.0%) | |
| Sick-leave/Disability pension | 19 (6.2%) | 13 (6.4%) | 6 (5.9%) | 0.12 |
| Residential status | ||||
| Married/cohabitant, without children | 115 (37.6%) | 88 (42.9%) | 27 (26.7%) | |
| Married/cohabitant, with children | 84 (27.5%) | 54 (26.3%) | 30 (29.7%) | |
| Living with children without other adult(s) | 18 (5.9%) | 12 (5.9%) | 6 (5.9%) | |
| Living with other person (not any of above) | 33 (10.8%) | 21 (10.2%) | 12 (11.9%) | |
| Living alone | 56 (18.3%) | 30 (14.6%) | 26 (25.7%) | 0.045 |
| Stress level | ||||
| Never experienced stress | 24 (7.8%) | 19 (9.2%) | 5 (5.0%) | |
| Have experienced some period with stress | 96 (31.4%) | 62 (30.1%) | 34 (34.0%) | |
| Some period with stress last 5 years | 113 (36.9%) | 79 (38.3%) | 34 (34.0%) | |
| Constant stress last year | 36 (11.8%) | 23 (11.2%) | 13 (13.0%) | |
| Constant stress last 5 years | 37 (12.1%) | 23 (11.2%) | 14 (14.0%) | 0.37 |
| Physical activity | ||||
| Little | 27 (9.0%) | 18 (8.9%) | 9 (9.2%) | |
| Moderate | 122 (40.7%) | 94 (46.5%) | 28 (28.6%) | |
| Moderate and regular | 79 (26.3%) | 53 (26.2%) | 26 (26.5%) | |
| Regular exercise | 72 (24.0%) | 37 (18.3%) | 35 (35.7%) | 0.0027 |
| HbA1c (mmol/mol) | 61.7 (12.7) | 62.6 (12.7) | 59.5 (12.4) | 0.042 |
| BMI | 25.5 (4.0) | 25.9 (4.2) | 24.8 (3.5) | 0.023 |
| Uses carbonate counting | 105 (35.1%) | 58 (29.0%) | 47 (47.5%) | 0.0027 |
| Insulin delivery | ||||
| MDI | 247 (75.3%) | 166 (73.1%) | 81 (80.2%) | |
| Insulin pump | 81 (24.7%) | 61 (26.9%) | 20 (19.8%) | 0.22 |
| Medical and surgical history | ||||
| Laser treatment | 66 (20.1%) | 45 (19.7%) | 21 (20.8%) | 0.93 |
| Microalbuminuria | 14 (4.3%) | 7 (3.1%) | 7 (6.9%) | 0.20 |
| Foot ulcer | 16 (4.9%) | 9 (3.9%) | 7 (6.9%) | 0.37 |
| Stroke | 12 (3.6%) | 7 (3.1%) | 5 (5.0%) | 0.58 |
| Myocardial infarction | 8 (2.4%) | 4 (1.8%) | 4 (4.0%) | 0.41 |
| Percutaneous coronary intervention | 11 (3.9%) | 7 (3.8%) | 4 (4.0%) | 1.00 |
| Aorto-coronary bypass surgery | 7 (2.5%) | 5 (2.7%) | 2 (2.0%) | 1.00 |
For categorical variables n (%) is presented.
For continuous variables Mean (SD) / Median (Min; Max) / n= is presented.
Comparison of demographics and baseline characteristics is made for the three sites with ≥70% response rate versus the two sites with <70% response rate using Fisher´s Exact test for dichotomous variables, Mantel-Haenszel Chi Square test for ordered categorical variables, Pearson Chi Square test for non-ordered categorical variables and the Mann-Whitney U-test for continuous variables.
BMI, body mass index; HbA1c, hemoglobin A1c; MDI, multiple daily injections.
Primary Analysis: Self-Monitoring of Blood Glucose.
| Site 1–3 | All sites | |
|---|---|---|
| Responders on SMBG last 30 days | n=218 | n=314 |
| SMBG >= 4 last 30 days | 90 (41.3%) | 138 (43.9%) |
| SMBG >= 3 last 30 days | 124 (56.9%) | 184 (58.6%) |
| SMBG <= 1 last 30 days | 42 (19.3%) | 56 (17.8%) |
| Responders on SMBG last 7 days | n=223 | n=323 |
| SMBG >= 4 last 7 days | 93 (41.7%) | 147 (45.5%) |
| SMBG >= 3 last 7 days | 138 (61.9%) | 202 (62.5%) |
| SMBG <= 1 last 7 days | 35 (15.7%) | 47 (14.6%) |
| Number of daily SMBG last 30 days | 3.5 (2.4) | 3.7 (2.7) |
| Number of daily SMBG last 7 days | 3.6 (2.2) | 3.9 (2.5) |
| Number of SMBG per day as estimated by study persons | 3.9 (2.6) | 4.2 (2.7) |
| How many SMBG per day do you think is recommended? | 3.9 (1.1) | 3.9 (1.1) |
| Number of postprandial measurements per week | 6.3 (7.7) | 7.3 (8.9) |
| Number of complete blood sugar curves per month | 2.3 (6.8) | 3.2 (8.2) |
Results are presented for the sites with ≥70% response rate separately and for all five sites.
For categorical variables, n (%) / 95% CI for proportion is presented. Confidence intervals are computed using normal approximation.
Mean (SD) / median (min; max) / n = is presented for continuous variables.
SMBG, self-monitoring of blood glucose.
Figure 1(A) Distribution of number of daily SMBG last 30 days. (B) HbA1c as function of daily SMBG. HbA1c, hemoglobin A1c; SMBG, self-monitoring of blood glucose.
Average daily SMBG last 30 days related to patient characteristics (all sites)
| Univariable* | Multivariable† | |||
|---|---|---|---|---|
| Variable | Beta (95% CI) | p-Value | Beta (95% CI) | p-Value |
| Age (per 5 years) | 0.10 (0.01 to 0.19) | 0.029 | 0.10 (0.01 to 0.18) | 0.033 |
| Female sex | 0.80 (0.21 to 1.39) | 0.0084 | 0.78 (0.19 to 1.37) | 0.0097 |
| Diabetes duration (per 5 years) | −0.00 (–0.10 to 0.10) | 0.99 | ||
| Smoker | −0.17 (–0.97 to 0.63) | 0.68 | ||
| High school or higher | 0.09 (–0.82 to 0.99) | 0.85 | ||
| Occupation | ||||
| Working/Student | −0.53 (–1.18 to 0.12) | 0.11 | ||
| Retired | 0.54 (–0.20 to 1.27) | 0.15 | ||
| Unemployed/Sick-leave/Disability pension | 0.26 (–0.72 to 1.25) | 0.60 | ||
| Residential status | ||||
| Living with other adult(s) | 0.56 (–0.15 to 1.27) | 0.12 | ||
| Single with children | −1.31 (–2.60 to -0.02) | 0.046 | ||
| Living alone | −0.20 (–0.99 to 0.60) | 0.63 | ||
| Stress level (1-5) | 0.27 (–0.01 to 0.55) | 0.059 | ||
| Physical activity (1-4) | 0.32 (0.00 to 0.64) | 0.049 | ||
| BMI (per 5 units) | 0.00 (–0.37 to 0.37) | 0.99 | ||
| Insulin pump | 0.12 (–0.58 to 0.82) | 0.73 | ||
| Carbohydrate counting | 0.34 (–0.31 to 0.98) | 0.31 | ||
| Laser treatment | −0.11 (–0.85 to 0.62) | 0.76 | ||
| Microalbuminuria | 0.07 (–1.47 to 1.62) | 0.93 | ||
| Foot ulcer | −0.77 (–2.12 to 0.57) | 0.26 | ||
| Stroke | 0.47 (–1.07 to 2.02) | 0.55 | ||
| Myocardial infaction | 0.49 (–1.38 to 2.37) | 0.61 | ||
| Percutaneous coronary intervention | −0.31 (–1.90 to 1.27) | 0.70 | ||
| Aorto-coronary bypass surgery | 0.11 (–1.87 to 2.08) | 0.92 | ||
* All tests are performed with univariable linear regression.
† Multivariable linear regression model found by stepwise selection. R-squared for multivariable linear regression model = 3.6%.
BMI, body mass index.