| Literature DB >> 29063036 |
Bao-Yu Feng1, Chen Huang1, Jie Cao1, Zhong Dong2, Fang-Chao Liu1, Li-Nong Ji3, Jin-Kui Yang4, Gang Li2, Jian-Xin Li1, Xue-Li Yang1, Jin Xie2, Kai Fang2, Jian-Feng Huang1, Dong-Feng Gu1.
Abstract
OBJECTIVE: To examine the awareness, treatment and control rates of diabetes and identify their associated risk factors among Beijing residents.Entities:
Keywords: Awareness; Control; Diabetes; Hemoglobin A1c; Treatment
Year: 2016 PMID: 29063036 PMCID: PMC5643831 DOI: 10.1016/j.cdtm.2016.11.011
Source DB: PubMed Journal: Chronic Dis Transl Med ISSN: 2095-882X
Fig. 1Flow chart of the study sample showing inclusion and exclusion of participants.
Characteristics of the sampled participants by diabetic status.a
| Variables | Diabetes | Non-diabetes ( | Overall ( | |
|---|---|---|---|---|
| Age, years | 54.1 ± 11.3 | 43.3 ± 13.1 | 44.4 ± 13.3 | <0.001 |
| Women | 910 (44.2) | 10,002 (56.0) | 10,912 (54.7) | <0.001 |
| Rural | 658 (31.9) | 6280 (35.1) | 6938 (34.8) | 0.004 |
| Employed | 1178 (57.2) | 14,281 (79.9) | 15,459 (77.5) | <0.001 |
| Education, years | ||||
| <6 | 286 (13.9) | 1249 (7.0) | 1535 (7.7) | <0.001 |
| 7–12 | 1341 (65.1) | 10,047 (56.2) | 11,388 (57.2) | |
| ≥13 | 432 (21.0) | 6571 (36.8) | 7003 (35.2) | |
| Income, 10,000 yuan/year | ||||
| ≤1.9 | 621 (31.9) | 4467 (26.5) | 5088 (27.1) | <0.001 |
| 2.0–3.4 | 829 (42.5) | 6862 (40.7) | 7691 (40.9) | |
| ≥3.5 | 499 (25.6) | 5534 (32.8) | 6033 (32.1) | |
| Smoke | 849 (41.2) | 5345 (29.9) | 6194 (31.1) | <0.001 |
| Alcohol drinking | 778 (37.8) | 5857 (32.8) | 6635 (33.3) | <0.001 |
| Physical activity, Mets·hour/week | 55.7 (28.0–98.0) | 51.1 (24.3–91.7) | 51.1 (24.9–92.0) | <0.001 |
| Family history of diabetes | 808 (39.2) | 3400 (19.0) | 4208 (21.1) | <0.001 |
| BMI, kg/m2 | 26.8 ± 3.6 | 25.0 ± 3.8 | 25.2 ± 3.8 | <0.001 |
| WC, cm | 90.3 ± 10.2 | 83.0 ± 10.9 | 83.7 ± 11.1 | <0.001 |
| HbA1c, % | 7.9 ± 1.9 | 5.7 ± 0.5 | 6.0 ± 1.0 | <0.001 |
| FBG, mmol/L | 8.8 ± 3.0 | 5.1 ± 0.6 | 5.5 ± 1.6 | <0.001 |
| SBP, mmHg | 141.2 ± 19.6 | 128.5 ± 18.4 | 129.8 ± 19.0 | <0.001 |
| DBP, mmHg | 86.3 ± 11.8 | 81.6 ± 11 | 82.1 ± 11.2 | <0.001 |
| TC, mg/dL | 200.6 ± 45.2 | 184.4 ± 37.2 | 186.0 ± 38.4 | <0.001 |
| HDL-C, mg/dl | 42.2 ± 10.3 | 45.1 ± 10.7 | 44.8 ± 10.7 | <0.001 |
| LDL-C, mg/dl | 111.0 ± 33.5 | 101.4 ± 29.4 | 102.4 ± 30.0 | <0.001 |
| TG, mg/dl | 154.1 ± 1.9 | 105.8 ± 1.8 | 110.0 ± 1.9 | <0.001 |
BMI: body mass index; WC: waist circumference; Mets: metabolic equivalents; HbA1c: hemoglobin A1c; FBG: fasting blood glucose; SBP: systolic blood pressure; DBP: diastolic blood pressure; TC: total cholesterol; HDL-C: high-density lipoprotein cholesterol; LDL-C: low-density lipoprotein cholesterol; TG: triglycerides.
Values are expressed as means ± SD for continuous variables or n (%) for categorical variables.
Diabetes was defined as fasting blood glucose ≥7.0 mmol/L and/or history of diagnosed diabetes and/or using anti-diabetic agents.
P was for diabetes and non-diabetes.
Physical activity is described as median (interquartile range).
P values were calculated using chi-square test.
P value was calculated using non-parametric test.
Characteristics of diabetic participants and excluded participants.a
| Variables | Diabetic patients | Excluded participants | |
|---|---|---|---|
| 2061 | 303 | ||
| Age, years | 54.1 ± 11.3 | 41.7 ± 12.5 | <0.001 |
| Women | 910 (44.2) | 151 (49.8) | 0.063 |
| Rural | 658 (31.9) | 201 (66.3) | <0.001 |
| Employed | 1178 (57.2) | 256 (84.5) | <0.001 |
| Education, years | |||
| <6 | 286 (13.9) | 25 (8.3) | <0.001 |
| 7–12 | 1341 (65.1) | 129 (42.7) | |
| ≥13 | 432 (21.0) | 148 (49.0) | |
| Income, 10,000 yuan/ year | |||
| ≤1.9 | 621 (31.9) | 60 (21.8) | <0.001 |
| 2.0–3.4 | 829 (42.5) | 116 (42.2) | |
| ≥3.5 | 499 (25.6) | 99 (36.0) | |
| Physical activity, Mets-hour/week | 55.7 (28.0–98.0) | 53.4 (24.0–100.0) | 0.518 |
| Family history of diabetes | 808 (39.2) | 45 (14.9) | <0.001 |
| Smoke | 849 (41.2) | 101 (33.3) | 0.009 |
| Alcohol drinking | 778 (37.8) | 121 (39.9) | 0.464 |
| BMI, kg/m2 | 26.8 ± 3.6 | 25.1 ± 4.0 | <0.001 |
| WC, cm | 90.3 ± 10.2 | 81.5 ± 12.3 | <0.001 |
| HbA1c, % | 7.9 ± 1.9 | 5.9 ± 0.68 | <0.001 |
| FBG, mmol/L | 8.8 ± 3.0 | – | |
| SBP, mmHg | 141.2 ± 19.6 | 128.3 ± 18.5 | <0.001 |
| DBP, mmHg | 86.3 ± 11.8 | 82.9 ± 11.6 | <0.001 |
| TC, mg/dl | 200.6 ± 45.2 | 198.5 ± 29.6 | 0.917 |
| HDL-C, mg/dl | 42.2 ± 10.3 | 40.5 ± 26.9 | 0.721 |
| LDL-C, mg/dl | 111.0 ± 33.5 | 61.1 ± 51.7 | <0.001 |
| TG, mg/dl | 154.1 ± 1.9 | 101.8 ± 1.4 | 0.157 |
BMI: body mass index; WC: waist circumference; Mets: metabolic equivalents; HbA1c: hemoglobin A1c; FBG: fasting blood glucose; SBP: systolic blood pressure; DBP: diastolic blood pressure; TC: total cholesterol; HDL-C: high-density lipoprotein cholesterol; LDL-C: low-density lipoprotein cholesterol; TG: triglycerides.
Values are expressed as means ± SD for continuous variables or n (%) for categorical variables.
Excluded patients mean patients whose diabetic status can't be identified.
Physical activity is described as median (interquartile range).
P values were calculated using chi-square test.
P value was calculated using non-parametric test.
Characteristics of HbA1c status among those treated diabetic patients with FBG <7.0 mmol/L.a
| Variables | FBG < 7.0 mmol/L and HbA1c < 7.0% | FBG < 7.0 mmol/L and HbA1c ≥ 7.0% | |
|---|---|---|---|
| 247 | 120 | ||
| Age, years | 58.0 ± 10.6 | 58.5 ± 9.9 | 0.649 |
| Women | 147 (59.5) | 73 (60.8) | 0.809 |
| Rural | 59 (23.9) | 41 (34.2) | 0.038 |
| Employed | 99 (40.1) | 48 (40.0) | 0.988 |
| Education, years | |||
| <6 | 38 (15.4) | 18 (15.0) | 0.031 |
| 7–12 | 150 (60.7) | 87 (72.5) | |
| ≥13 | 59 (23.9) | 15 (12.5) | |
| Income, 10,000 yuan/ year | |||
| ≤1.9 | 62 (27.1) | 38 (33.3) | 0.475 |
| 2.0–3.4 | 110 (48.0) | 49 (43.0) | |
| ≥3.5 | 57 (24.9) | 27 (23.7) | |
| Physical activity, Mets-hour/week | 55.5 (28.8–93.6) | 63.1 (36.6.0–117.4) | 0.057 |
| Family history of diabetes | 111 (44.9) | 45 (37.5) | 0.176 |
| Smoke | 68 (27.5) | 35 (29.2) | 0.744 |
| Alcohol drinking | 59 (23.9) | 29 (24.2) | 0.953 |
| BMI, kg/m2 | 25.8 ± 3.8 | 26.7 ± 3.8 | 0.027 |
| WC, cm | 86.9 ± 10.2 | 89.2 ± 9.0 | 0.041 |
| HbA1c, % | 6.19 ± 0.48 | 7.66 ± 0.84 | <0.001 |
| FBG, mmol/L | 5.81 ± 0.7 | 6.31 ± 0.6 | <0.001 |
| SBP, mmHg | 137.5 ± 18.6 | 144.4 ± 18.4 | 0.001 |
| DBP, mmHg | 81.8 ± 11.1 | 83.9 ± 11.6 | 0.094 |
| TC, mg/dl | 180.9 ± 39.7 | 191.3 ± 41.0 | 0.021 |
| HDL-C, mg/dl | 43.2 ± 10.7 | 43.2 ± 10.2 | 0.988 |
| LDL-C, mg/dl | 99.7 ± 30.7 | 105.8 ± 31.1 | 0.075 |
| TG, mg/dl | 115.4 ± 1.7 | 133.4 ± 1.7 | 0.016 |
BMI: body mass index; WC: waist circumference; Mets: metabolic equivalents; HbA1c: hemoglobin A1c; FBG: fasting blood glucose; SBP: systolic blood pressure; DBP: diastolic blood pressure; TC: total cholesterol; HDL-C: high-density lipoprotein cholesterol; LDL-C: low-density lipoprotein cholesterol; TG: triglycerides.
Values are expressed as means ± SD for continuous variables or n (%) for categorical variables.
Physical activity is described as median (interquartile range).
P values were calculated using chi-square test.
P value was calculated using non-parametric test.
Estimated awareness, treatment and control rates of diabetes in Beijing.
| Variables | Awareness rate | Treatment rate | Control rate among all patients | Control rate among treated patients | |||||
|---|---|---|---|---|---|---|---|---|---|
| % ( | % ( | % ( | % ( | ||||||
| Total | 2061 | 60.9 (1.3) | 51.3 (1.3) | 22.4 (1.0) | 33.8 (1.7) | ||||
| Sex | |||||||||
| Men | 1151 | 54.7 (1.7) | <0.001 | 44.3 (1.7) | <0.001 | 18.6 (1.3) | <0.001 | 30.7 (2.4) | 0.061 |
| Women | 910 | 69.5 (1.8) | 61.0 (2.0) | 27.6 (1.7) | 36.8 (2.5) | ||||
| Age, years | |||||||||
| 18–44 | 378 | 39.0 (2.9) | <0.001 | 26.3 (2.6) | <0.001 | 13.0 (2.0) | <0.001 | 25.5 (4.8) | 0.162 |
| 45–59 | 1131 | 60.6 (1.6) | 50.5 (1.6) | 22.9 (1.4) | 35.3 (2.2) | ||||
| 60–79 | 552 | 75.0 (2.3) | 68.3 (2.4) | 27.5 (2.1) | 34.1 (2.9) | ||||
| District | |||||||||
| Urban | 1403 | 60.3 (1.5) | 0.638 | 50.7 (1.5) | 0.611 | 24.4 (1.3) | 0.028 | 37.7 (2.0) | 0.011 |
| Rural | 658 | 61.7 (2.3) | 52.2 (2.4) | 19.2 (1.7) | 27.8 (2.8) | ||||
| Employed | |||||||||
| No | 883 | 71.7 (1.8) | <0.001 | 64.5 (1.9) | <0.001 | 26.7 (1.7) | <0.001 | 35.3 (2.3) | 0.215 |
| Yes | 1178 | 50.7 (1.7) | 38.9 (1.6) | 18.3 (1.3) | 31.4 (2.4) | ||||
| Education, years | |||||||||
| ≤6 | 286 | 63.5 (3.7) | 0.471 | 59.3 (3.8) | 0.049 | 20.9 (2.8) | 0.532 | 31.3 (4.6) | 0.908 |
| 7–12 | 1341 | 59.5 (1.6) | 50.0 (1.6) | 21.9 (1.2) | 34.2 (2.0) | ||||
| ≥13 | 432 | 62.4 (2.9) | 48.7 (2.8) | 24.7 (2.4) | 35.0 (3.7) | ||||
| Income, 10,000 yuan/year | |||||||||
| ≤1.9 | 621 | 58.2 (2.6) | 0.190 | 50.4 (2.6) | 0.894 | 18.3 (1.8) | 0.023 | 29.4 (3.1) | 0.198 |
| 2.0–3.4 | 829 | 61.0 (2.0) | 51.9 (2.0) | 24.1 (1.6) | 36.7 (2.6) | ||||
| ≥3.5 | 499 | 64.7 (2.6) | 51.4 (2.6) | 24.6 (2.2) | 33.8 (3.3) | ||||
| Smoke | |||||||||
| No | 1211 | 65.9 (1.6) | <0.001 | 57.0 (1.7) | <0.001 | 26.0 (1.4) | <0.001 | 36.7 (2.2) | 0.016 |
| Yes | 849 | 54.0 (2.1) | 43.5 (2.0) | 17.3 (1.5) | 28.5 (2.7) | ||||
| Alcohol drinking | |||||||||
| No | 1283 | 66.6 (1.6) | <0.001 | 58.3 (1.7) | <0.001 | 25.5 (1.4) | <0.001 | 35.5 (2.8) | 0.094 |
| Yes | 778 | 51.5 (2.1) | 39.9 (2.1) | 17.2 (1.5) | 29.7 (2.9) | ||||
| Physical activity, Mets·hour/week | |||||||||
| Low | 575 | 57.7 (2.6) | 0.278 | 50.5 (2.7) | 0.789 | 20.5 (2.0) | 0.541 | 32.2 (3.5) | 0.877 |
| Moderate | 689 | 62.1 (2.1) | 52.8 (2.2) | 22.8 (1.8) | 33 (2.8) | ||||
| High | 690 | 63.0 (2.2) | 51.3 (2.2) | 23.7 (1.8) | 35.2 (2.8) | ||||
| Family history of diabetes | |||||||||
| No | 1253 | 54.4 (1.7) | <0.001 | 46.7 (1.8) | <0.001 | 20.3 (1.3) | 0.010 | 34.5 (2.4) | 0.883 |
| Yes | 808 | 72.3 (1.9) | 59.4 (2) | 25.9 (1.8) | 32.7 (2.4) | ||||
| BMI, kg/m2 | |||||||||
| ≤23.9 | 428 | 66.2 (2.8) | <0.001 | 55.2 (2.9) | <0.001 | 30.6 (2.6) | <0.001 | 41.5 (3.8) | 0.058 |
| 24.0–27.9 | 907 | 64.4 (2.0) | 54.4 (2.0) | 23.8 (1.6) | 33.5 (2.5) | ||||
| ≥28.0 | 694 | 52.0 (2.2) | 43.7 (2.1) | 16.1 (1.5) | 29.9 (2.9) | ||||
| Abdominal obesity | |||||||||
| No | 583 | 63.3 (2.4) | 0.170 | 51.4 (2.5) | 0.805 | 27.8 (2.2) | 0.002 | 39.5 (3.3) | 0.053 |
| Yes | 1437 | 59.3 (1.6) | 50.7 (1.6) | 20.4 (1.2) | 32.2 (2.0) | ||||
| Hypertension | |||||||||
| No | 655 | 58.7 (2.3) | 0.281 | 47.3 (2.3) | 0.043 | 23.1 (1.9) | 0.768 | 34.2 (3.0) | 0.946 |
| Yes | 1388 | 61.7 (1.6) | 53.0 (1.6) | 22.2 (1.3) | 34.0 (2.1) | ||||
| Dyslipidemia | |||||||||
| No | 629 | 65.3 (2.2) | 0.022 | 53.3 (2.3) | 0.309 | 29.8 (2.1) | <0.001 | 41.9 (3.1) | 0.002 |
| Yes | 1432 | 59.0 (1.6) | 50.4 (1.6) | 19.3 (1.2) | 30.2 (2.0) | ||||
SE: standard error; BMI: body mass index; Mets: metabolic equivalents; FBG: fasting blood glucose.
Awareness was defined as participants' self-reporting a history of physician-diagnosed diabetes among all patients with diabetes. Treatment was defined as use of a prescription medication among all patients with diabetes. Control of diabetes was defined as an FBG level of less than 7.0 mmol/L among patients with diabetes who were treated.
Data are weighted proportions.
P was statistic value for trend.
Fig. 2Proportions of patients whose FBG was <7.0 mmol/L and HbA1c was <7.0% among treated diabetic patients. Proportions were weighted according to the 2010 Beijing Population Census data and the sampling scheme. Differences between/among subgroup populations by district, body mass index, waist circumference and dyslipidemia status were statistically significant (P < 0.05). FBG: fasting blood glucose; HbA1c: hemoglobin A1c.
Multivariate-adjusted odds ratio for risk factors associated diabetic awareness, treatment and control rates.a
| Variables | Awareness rate | Treatment rate | Control rate among all patients | Control rate among treated patients | ||||
|---|---|---|---|---|---|---|---|---|
| Age, per 10-year increment | 1.87 (1.64–2.14) | <0.001 | 1.93 (1.70–2.19) | <0.001 | 1.29 (1.13–1.47) | <0.001 | 0.95 (0.79–1.14) | 0.599 |
| Women | 1.73 (1.22–2.46) | 0.002 | 1.52 (1.10–2.11) | 0.012 | 1.81 (1.28–2.57) | 0.001 | 1.43 (0.92–2.21) | 0.112 |
| Rural residency | 1.13 (0.87–1.47) | 0.347 | 1.20 (0.94–1.55) | 0.144 | 0.80 (0.60–1.06) | 0.119 | 0.67 (0.47–0.96) | 0.030 |
| Education | ||||||||
| Moderate education | 1.96 (1.32–2.91) | 0.001 | 1.71 (1.17–2.51) | 0.006 | 1.72 (1.12–2.66) | 0.014 | 1.45 (0.88–2.41) | 0.146 |
| High education | 2.87 (1.69–4.87) | <0.001 | 2.16 (1.33–3.51) | 0.002 | 2.36 (1.35–4.12) | 0.003 | 1.81 (0.91–3.60) | 0.094 |
| Income | ||||||||
| Moderate income | 1.16 (0.87–1.55) | 0.308 | 1.09 (0.83–1.43) | 0.540 | 1.38 (1.00–1.90) | 0.052 | 1.32 (0.89–1.95) | 0.170 |
| High income | 1.49 (1.01–2.20) | 0.046 | 1.20 (0.84–1.71) | 0.319 | 1.52 (0.98–2.36) | 0.062 | 1.25 (0.71–2.21) | 0.438 |
| Smoke | 1.12 (0.82–1.52) | 0.479 | 1.07 (0.79–1.44) | 0.678 | 1.09 (0.77–1.54) | 0.615 | 1.00 (0.64–1.55) | 0.985 |
| Alcohol drinking | 0.72 (0.54–0.97) | 0.030 | 0.66 (0.49–0.87) | 0.004 | 0.77 (0.55–1.09) | 0.137 | 0.80 (0.51–1.25) | 0.331 |
| Physical activity | ||||||||
| Moderate PAL | 1.03 (0.76–1.39) | 0.874 | 0.93 (0.69–1.25) | 0.623 | 0.99 (0.71–1.39) | 0.956 | 0.94 (0.62–1.44) | 0.786 |
| High PAL | 1.06 (0.77–1.45) | 0.731 | 0.83 (0.61–1.12) | 0.229 | 1.00 (0.72–1.39) | 0.986 | 0.97 (0.64–1.47) | 0.879 |
| Abdominal obesity | 0.78 (0.58–1.04) | 0.095 | 0.90 (0.69–1.18) | 0.444 | 0.72 (0.53–0.97) | 0.029 | 0.80 (0.55–1.16) | 0.233 |
| Hypertension | 0.77 (0.59–1.01) | 0.058 | 0.80 (0.62–1.04) | 0.096 | 0.97 (0.73–1.29) | 0.831 | 1.27 (0.88–1.84) | 0.202 |
| Dyslipidemia | 0.97 (0.74–1.27) | 0.805 | 1.17 (0.91–1.51) | 0.212 | 0.67 (0.50–0.88) | 0.005 | 0.63 (0.44–0.91) | 0.013 |
| Family history of diabetes | 2.56 (2.00–3.27) | <0.001 | 2.00 (1.59–2.51) | <0.001 | 1.32 (1.02–1.72) | 0.038 | 0.86 (0.62–1.20) | 0.385 |
OR: odds ratio; PAL: physical activity level. Mets: metabolic equivalents.
Tertile cutoff value was 1954.0 and 4890.0 for Mets·hour/wk, respectively; low education, ≤6 years; moderate education, 7–12 years; high education, ≥13 years; low income, ≤19,000 yuan per year; moderate income, 20,000–34,000 yuan per year; high income, ≥35,000 yuan per year; abdominal obesity, ≥90 cm in men/≥80 cm in women; OR > 1, indicated a higher proportions of diabetic awareness, treatment or control rate; OR < 1, indicated a lower proportions of diabetic awareness, treatment or control rate.
Data are weighted ORs and P values.