| Literature DB >> 23162680 |
Layla Alhyas1, Yutong Cai, Azeem Majeed.
Abstract
OBJECTIVE: We aimed to examine the quality of type 2 diabetes mellitus (T2DM) care in Al-Ain, in the United Arab Emirates (UAE).Entities:
Year: 2012 PMID: 23162680 PMCID: PMC3499960 DOI: 10.1258/shorts.2012.012064
Source DB: PubMed Journal: JRSM Short Rep ISSN: 2042-5333
Demographic characteristics of participants
| All patients (n = 382) | Male (n = 173) | Female (n = 209) | P value | |
|---|---|---|---|---|
| Age | 51 (16.3) | 50.7 (15.6) | 51.2 (16.9) | 0.8 |
| 18–29 | 48 (12.6%) | 17 (9.8%) | 31 (14.8%) | |
| 30–39 | 49 (12.8%) | 27 (15.6%) | 22 (10.5%) | |
| 40–49 | 85 (22.2%) | 43 (24.9%) | 42 (20.1%) | |
| 50–59 | 89 (23.3%) | 35 (20.2%) | 54 (25.8%) | |
| 60–69 | 48 (12.6%) | 27 (15.6%) | 21 (10.1%) | |
| 70+ | 63 (16.5%) | 24 (13.9%) | 39 (18.7%) | 0.08 |
| Oral anti-DM drugs | 194 (50.8%) | 89 (51.45%) | 105 (50.2%) | 0.82 |
| Oral anti-DM drugs + insulin | 174 (45.6%) | 80 (46.2%) | 94 (45.0%) | 0.81 |
| Anti-lipid drug | 348 (91.1%) | 158 (91.3%) | 190 (90.9%) | 0.89 |
| Anti-BP drug | 312 (81.7%) | 146 (84.4%) | 166 (79.4%) | 0.21 |
| Aspirin | 323 (84.6%) | 146 (84.4%) | 177 (84.7%) | 0.94 |
| Clopidogrel | 51 (13.4%) | 26 (15.0%) | 25 (12.0%) | 0.38 |
| Smoking | 74 (19.4%) | 73 (42.2%) | 1 (0.48%) | <0.01 |
| Physical activity | 77 (20.2%) | 35 (20.2%) | 42 (20.1%) | 0.97 |
| Coronary heart disease | 43 (11.3%) | 30 (17.3%) | 13 (6.2%) | <0.01 |
| Hypertension | 252 (66.0%) | 105 (60.7%) | 147 (70.3%) | 0.05 |
| Hyperlipidemia | 188 (49.2%) | 79 (45.7%) | 109 (52.2%) | 0.21 |
DM, diabetes mellitus, BP, blood pressure
Figure 1Process measures performed each year in the study cohort: 2008–2010
Mean values of clinical indicators: 2008–2010
| Clinical indicator | 2008mean | 95% CI | 2009 mean(SD) | 95% CI | 2010 mean(SD) | 95% CI | P value(09 vs. 08) | P value(10 vs. 08) |
|---|---|---|---|---|---|---|---|---|
| HbA1c (%) | 8.50 | (8.33–8.67) | 8.16 | (8.0–8.3) | 7.50 | (7.36–7.63) | <0.001 | <0.001 |
| LDL (mmol/L) | 2.60 | (2.51–2.70) | 2.48 | (2.4–2.5) | 2.27 | (2.21–2.33) | <0.0001 | <0.001 |
| SBP (mmhg) | 133.1 | (131.7–134.4) | 133.9 | (132.6–135.2) | 131.01 | (130.1–131.9) | 0.13 | <0.001 |
| DBP (mmhg) | 77.3 | (76.4–78.0) | 77.9 | (77.3–78.7) | 76.61 | (76.0–77.2) | 0.07 | 0.11 |
HbA1c, glycated haemoglobin; LDL, low-density lipoprotein; SBP, systolic blood pressure; DBP, diastolic blood pressure; CI, confidence interval
Figure 2Proportions of subjects reaching the intermediate outcomes: 2008–2010
Proportions of people with T2DM reached ADA targets: 2008–2010 by sex and age groups
| Clinical indicator (ADA target) | Male (n = 173) | Female (n = 209) | ||||||
|---|---|---|---|---|---|---|---|---|
| 18–39 | 40–59 | 60+ | Total | 18–39 | 40–59 | 60+ | Total | |
| (n = 44) | (n = 78) | (n = 51) | (n = 53) | (n = 96) | (n = 60) | |||
| 2008 | 25% | 12% | 22% | 18% | 11% | 26% | 25% | 22% |
| 2009 | 25% | 22% | 31% | 25% | 19% | 33% | 28% | 28% |
| 2010 | 45% | 32% | 53% | 42% | 26% | 46% | 47% | 41% |
| | 0.059 | <0.01 | <0.01 | <0.001 | 0.14 | 0.02 | 0.03 | <0.001 |
| 2008 | 52% | 53% | 61% | 55% | 55% | 53% | 63% | 56% |
| 2009 | 61% | 55% | 65% | 60% | 47% | 58% | 63% | 57% |
| 2010 | 66% | 76% | 78% | 74% | 70% | 71% | 68% | 70% |
| | 0.42 | <0.01 | 0.13 | <0.01 | 0.056 | 0.04 | 0.80 | <0.01 |
| 2008 | 50% | 37% | 33% | 39% | 43% | 49% | 40% | 45% |
| 2009 | 36% | 37% | 25% | 34% | 51% | 46% | 47% | 47% |
| 2010 | 52% | 42% | 29% | 41% | 53% | 51% | 52% | 52% |
| | 0.27 | 0.75 | 0.69 | 0.32 | 0.59 | 0.77 | 0.44 | 0.39 |
| 2008 | 77% | 62% | 69% | 68% | 70% | 65% | 60% | 65% |
| 2009 | 73% | 45% | 45% | 52% | 68% | 60% | 60% | 62% |
| 2010 | 77% | 72% | 69% | 72% | 79% | 72% | 73% | 74% |
| | 0.85 | <0.01 | 0.02 | <0.001 | 0.39 | 0.24 | 0.21 | 0.02 |
ADA, American Diabetes Association; T2DM, type 2 diabetes mellitus, HbA1c, glycated haemoglobin; LDL, low-density lipoprotein; SBP, systolic blood pressure; DBP, diastolic blood pressure; CI, confidence interval
Results from multilevel modelling on the rate of changes in clinical outcomes for men: 2008–2010
| β | P value | 95% CI | ||
|---|---|---|---|---|
| Year | −0.50 | <0.001 | −0.56 | −0.43 |
| Age | ||||
| 40–59 | −0.16 | 0.53 | −0.64 | 0.33 |
| 60+ | −0.67 | 0.01 | −1.19 | −0.14 |
| −4.2 | .05 | −.85 | −.01 | |
| .46 | .12 | −.21 | 1.12 | |
| Year | −0.15 | <0.001 | −0.20 | −0.10 |
| Year | −1.02 | 0.01 | −1.80 | −0.24 |
| Anti-BP drugs | 6.70 | <0.01 | 2.55 | 10.85 |
| Year | 0.03 | 0.91 | −0.55 | 0.62 |
| Anti-BP drugs | 3.65 | <0.01 | 1.26 | 6.04 |
T2DM, type 2 diabetes mellitus; HbA1c, glycated haemoglobin; LDL, low-density lipoprotein; SBP, systolic blood pressure; DBP, diastolic blood pressure; BP, blood pressure, CI, confidence interval
Multilevel model was adjusted for age group, oral T2DM drugs intake (Y/N), oral T2DM drugs with insulin (Y/N), antihypertension drugs intake (Y/N), antihyperlipidaemia drugs intake (Y/N) smoking (Y/N), physical activity (Y/N), coronary heart disease (Y/N), hyperlipidaemia (Y/N), hypertension (Y/N) and duration of diabetes(in years). All binary independent variables were using negative responses as references (Y = 1, N = 0). For age group, group 18–39 was used as a reference
For multilevel analysis using HbA1c as a dependent variable, one observation was treated as an outlier (id = 215) and excluded from the model
For multilevel analysis using SBP as a dependent variable, two observations were treated as outliers (id = 58 and id = 109) and excluded from the model
For multilevel analysis using DBP as a dependent variable, one observation was treated as an outlier (id = 56) and excluded from the model
Results from multilevel modelling on the rate of changes in clinical outcomes for women: 2008–2010.
| β | P value | 95% CI | ||
|---|---|---|---|---|
| Year | −0.51 | <0.001 | −0.57 | −0.44 |
| Age | ||||
| 40–59 | −0.49 | 0.05 | −0.98 | −0.004 |
| 60+ | −0.77 | <0.01 | −1.31 | −0.23 |
| Oral hypoglycaemic drugs | −.005 | 0.99 | −0.57 | 0.56 |
| Oral hypoglycaemic drugs and insulin | 0.33 | 0.41 | −.48 | 1.15 |
| Year | −0.15 | <0.001 | −0.20 | −0.10 |
| Year | −0.80 | 0.02 | −1.47 | −0.13 |
| Anti-BP drugs | 7.62 | <0.001 | 4.25 | 11.0 |
| Physical activity | −2.78 | 0.05 | −5.53 | −0.03 |
| Duration of T2DM (years) | 0.68 | <0.01 | 0.29 | 1.06 |
| Year | −0.71 | <0.001 | −1.20 | −0.22 |
| Anti-BP drugs | 3.92 | <0.01 | 1.69 | 6.14 |
| Physical activity | −1.76 | 0.057 | −3.58 | 0.05 |
T2DM, type 2 diabetes mellitus; HbA1c, glycated haemoglobin; LDL, low-density lipoprotein; SBP, systolic blood pressure; DBP, diastolic blood pressure; BP, blood pressure; CI, confidence interval
Multilevel model was adjusted for age group, oral T2DM drugs intake (Y/N), oral T2DM drugs with insulin (Y/N), antihypertension drugs intake (Y/N), antihyperlipidaemia drugs intake (Y/N), physical activity (Y/N), coronary heart disease (Y/N), hyperlipidaemia (Y/N), hypertension (Y/N) and duration of diabetes (in years). All binary independent variables were using negative responses as references (Y = 1, N = 0). For age group, group 18–39 was used as a reference
For multilevel analysis using LDL as a dependent variable, one observation was treated as an outlier (id = 249) and excluded from the model
For multilevel analysis using SBP as a dependent variable, one observation was treated as an outlier (id = 315) and excluded from the model
For multilevel analysis using DBP as a dependent variable, two observations were treated as outliers (id = 313 and id = 31) and excluded from the model
| Age: | Sex: F/M | Duration of T2DM: | ||
|---|---|---|---|---|
| Smoking: Y/N | Physical activity: Y/N | |||
| Criterion number | Criterion | 2008 | 2009 | 2010 |
| 1 | ||||
| 1.1 Has blood glucose been measured within the last year? | Y/N | Y/N | Y/N | |
| 1.2 If yes, how often was HbA1c levels measured? | Once annually Twice annually More than twice annually | Once annually Twice annually More than twice annually | Once annually Twice annually More than twice annually | |
| 1.3 What were the measurements for the HbA1c? | 1- | 1- | 1- | |
| 2- | 2- | 2- | ||
| 3- | 3- | 3- | ||
| 1.4 Has the person's blood glucose been controlled by lifestyle interventions? | Y/N | Y/N | Y/N | |
| 1.5 Is the patient receiving oral blood lowering therapy? | Y/N | Y/N | Y/N | |
| 1.6 Is the patient on insulin therapy? | Y/N | Y/N | Y/N | |
| 2.1 Has the person's blood pressure been measured within the last year? | Y/N | Y/N | Y/N | |
| 2.2 If yes, how often was the blood pressure measured? | Once annually Twice annually More than twice annually | Once annually Twice annually More than twice annually | Once annually Twice annually More than twice annually | |
| 2.3 What were the measurements for the blood pressure? | 1- | 1- | 1- | |
| 2- | 2- | 2- | ||
| 3- | 3- | 3- | ||
| 2.4 Is the patient taking any medications to regulate the blood pressure? | Y/N | Y/N | Y/N | |
| 2.5 If yes, was blood pressure control and medication use reviewed? | Y/N | Y/N | Y/N | |
| 3.1 Has the person's blood lipid been measured within the last year? | Y/N | Y/N | Y/N | |
| 3.2 If yes, how often was the blood lipid measured? | Once annually Twice annually More than twice annually | Once annually Twice annually More than twice annually | Once annually Twice annually More than twice annually | |
| 3.3 What were the measurements for the blood lipids? | 1- | 1- | 1- | |
| 2- | 2- | 2- | ||
| 3- | 3- | 3- | ||
| 3.4 Is the patient taking any medications to regulate the blood lipids? | Y/N | Y/N | Y/N | |
| 4.1 Is the patient taking any thrombotic drugs? | Y/N | Y/N | Y/N | |
| Which anti-thrombotic drug the patient is been prescribed? | ||||
| Aspirin | Y/N | Y/N | Y/N | |
| Plavix | Y/N | Y/N | Y/N | |
| 5.1 Does the patient suffer from: | ||||
Coronary heart disease | Y/N | |||
Hypertension | Y/N | |||
Hheart failure | Y/N | |||
Atrial fibrillation | Y/N | |||
Renal failure | Y/N | |||
Peripheral vascular disease | Y/N | |||
Frequency of process measures performed each year (%) in the study cohort: 2008–2010
| Process of care indicators | Frequency of measurements annually | Number of patients (%) 2008 | Number of patients (%) 2009 | Number of patients (%) 2010 |
|---|---|---|---|---|
| Glucose monitoring: HbA1c measurements | ≥3 | 382 (100%) | 382 (100%) | 382 (100%) |
| Blood pressure monitoring: S/DBP measurements | ≥3 | 382 (100%) | 382 (100%) | 382 (100%) |
| Blood lipids monitoring: LDL measurements | ≥3 | 382 (100%) | 382 (100%) | 382 (100%) |
HbA1c, glycated haemoglobin; LDL, low-density lipoprotein; SBP, systolic blood pressure; DBP, diastolic blood pressure
Four-variable outcome of care score (4vOOC): 2008–2010
| 4vOOC | Mean | SD | 95% CI |
|---|---|---|---|
| 2008 | 2.27 | 0.96 | 2.18–2.37 |
| 2009 | 2.26 | 0.97 | 2.16–2.35 |
| 2010 | 2.62 | 0.91 | 2.52–2.71 |
Proportions of women and men reaching the ADA targets: 2008–2010
| 2008 | 2009 | 2010 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Intermediate outcomes | Female n (%) | Male n (%) | Total n (%) | P value | Female n (%) | Male n (%) | Total n (%) | P value | Female n (%) | Male n (%) | Total n (%) | P value |
| Yes | 46 (22%) | 31 (18%) | 77 (20%) | 59 (28%) | 44 (25%) | 103 (27%) | 86 (41%) | 72 (42%) | 158 (41%) | |||
| No | 163 (78%) | 142 (82%) | 305 (79%) | 150 (72%) | 129 (75%) | 27973%) | 123 (59%) | 101 (58%) | 224 (59%) | |||
| Yes | 118 (56%) | 95 (55%) | 213 (56%) | 119 (57%) | 103 (60%) | 222 (58%) | 146 (70%) | 128 (74%) | 274 (72%) | |||
| No | 91 (44%) | 78 (45%) | 169 (44%) | 90 (43%) | 70 (40%) | 160 (42%) | 63 (30%) | 45 (26%) | 108 (28%) | |||
| Yes | 94 (45%) | 68 (39%) | 162 (42%) | 99 (47%) | 58 (34%) | 157 (41%) | 108 (52%) | 71 (41%) | 179 (47%) | |||
| No | 115 (55%) | 105 (61%) | 220 (58%) | 110 (53%) | 115 (66%) | 225 (59%) | 101 (48%) | 102 (59%) | 203 (53%) | |||
| Yes | 135 (65%) | 117 (68%) | 252 (66%) | 130 (62%) | 90 (52%) | 220 (58%) | 155 (74%) | 125 (72%) | 280 (73%) | |||
| No | 74 (35%) | 56 (32%) | 130 (34%) | 79 (38%) | 83 (48%) | 162 (42%) | 54 (26%) | 48 (28%) | 102 (27%) | |||
ADA, American Diabetes Association; HbA1c, glycated haemoglobin; LDL, low-density lipoprotein; SBP, systolic blood pressure; DBP, diastolic blood pressure