| Literature DB >> 23667557 |
Sang-Ho Byun1, Seung Hyun Ma, Jae Kwan Jun, Kyu-Won Jung, Boyoung Park.
Abstract
This study was performed to identify factors associated with screening for diabetic retinopathy and nephropathy. Data from the Korean National Health and Nutrition Examination Survey between 2007 and 2009 were analyzed. Of 24,871 participants, 1,288 patients diagnosed with diabetes at ≥30 years of age were included. 36.3% received screening for diabetic retinopathy, and 40.5% received screening for diabetic nephropathy during the previous year. Patients living in rural areas, those with less education, those who had not received education about diabetes care, and those who did not receive medical care for diabetes were screened less often for retinopathy or nephropathy. Patients with poorer self-reported health status were screened more often. Occupation, smoking status, and diabetes duration were associated with retinopathy screening. Lower family income was associated with decreased nephropathy screening. Receiving education about diabetes care and receiving medical care for diabetes were significant factors in patients with a shorter duration of diabetes (the significant odds ratio [OR] of not receiving education varied between 0.27 and 0.51, and that of not receiving medical care varied between 0.34 and 0.42). Sociodemographic factors and health-related factors as well as education and medical care influenced screening for diabetic complications among those with a longer duration of diabetes (for retinopathy and nephropathy, the significant OR of living in a rural area varied between 0.56 and 0.61; for retinopathy, the significant OR of current smokers was 0.55, and the p-trend of subjective health status was <0.001; for nephropathy, the significant OR of a monthly household income of <3000 dollars was 0.61 and the p-trends of education and subjective health status were 0.030 and 0.007, respectively). Efforts to decrease sociodemographic disparities should be combined with education about diabetes care to increase the screening, especially for those with a longer duration of diabetes.Entities:
Mesh:
Year: 2013 PMID: 23667557 PMCID: PMC3648467 DOI: 10.1371/journal.pone.0062991
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Study population framework. KNHANES, Korean National Health and Nutrition Examination Survey; DR, diabetic retinopathy; DN, diabetic nephropathy.
*Subjects with fasting plasma glucose ≥126 mg/dL or a previous diagnosis of diabetes by a clinician, or who were taking insulin or oral antidiabetic medication. †Subjects diagnosed with diabetes by a clinician or taking insulin or oral antidiabetic agents.
Basic characteristics of the study participants.
| Characteristic | N | (%) | |
| Sex | Male | 595 | (46.2) |
| Female | 693 | (53.8) | |
| Age (years) | ≤59 | 406 | (31.5) |
| 60–69 | 493 | (38.3) | |
| ≥70 | 389 | (30.2) | |
| Marital status | Married | 944 | (73.3) |
| Single, bereaved, divorced | 338 | (26.2) | |
| Missing | 6 | (0.5) | |
| Residence area | Urban area | 891 | (69.2) |
| Rural area | 397 | (30.8) | |
| Education | ≤Elementary school | 713 | (55.4) |
| Middle school | 197 | (15.3) | |
| ≥High school | 370 | (28.7) | |
| Missing | 8 | (0.6) | |
| Monthly family income | <3000 dollars | 962 | (74.7) |
| ≥3000 dollars | 279 | (21.7) | |
| Missing | 47 | (3.7) | |
| Occupation | Managerial and professional | 91 | (7.1) |
| Service and sales | 88 | (6.8) | |
| Routine and manual | 347 | (26.9) | |
| Unemployed/Housewives | 743 | (57.7) | |
| Missing | 19 | (1.5) | |
| Insurance type | National Health Insurance | 1157 | (89.8) |
| Medical Aid Program | 119 | (9.2) | |
| Missing | 12 | (0.9) | |
| Private insurance for health care | Yes | 505 | (39.2) |
| No | 756 | (58.7) | |
| Missing | 27 | (2.1) | |
| Self-reported health status | Good | 270 | (21.0) |
| Moderate | 337 | (26.2) | |
| Poor | 680 | (52.8) | |
| Missing | 1 | (0.1) | |
| Alcohol drinking | Current drinker | 635 | (49.3) |
| Ex-drinker/nondrinker | 649 | (50.4) | |
| Missing | 4 | (0.3) | |
| Smoking | Current smoker | 1058 | (82.1) |
| Ex-smoker/nonsmoker | 224 | (17.4) | |
| Missing | 6 | (0.5) | |
| Educated about diabetes care | Yes | 246 | (19.1) |
| No | 1010 | (78.4) | |
| Missing | 32 | (2.5) | |
| Medical care of diabetes | Yes | 1039 | (80.7) |
| No | 249 | (19.3) | |
| Diabetes control | Controlled | 302 | (63.3) |
| Uncontrolled | 816 | (23.5) | |
| Missing | 170 | (13.2) | |
| Diabetes duration | ≤5 years | 633 | (49.2) |
| >5 years | 655 | (50.9) | |
Glycated hemoglobin (HbA1c) level <6.5%;
HbA1c ≥6.5%.
Factors associated with receiving a dilated and comprehensive eye examination for diabetic retinopathy screening and microalbuminuria test for diabetic nephropathy screening during the previous year.
| Factor | Diabetic retinopathy screening | Diabetic nephropathy screening | ||||||
| Simple logistic regression | Multiple logistic regression | Simple logistic regression | Multiple logistic regression | |||||
| OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | |
| Sex | ||||||||
| Male | 1 | 1 | 1 | |||||
| Female | 1.25 | (0.99–1.57) | 1.19 | (0.88–1.62) | 1.07 | (0.86–1.34) | ||
| Age (years) | ||||||||
| ≤59 | 1 | 1 | 1 | |||||
| 60–69 | 1.26 | (0.96–1.67) | 1.19 | (0.85–1.67) | 0.93 | (0.71–1.21) | ||
| ≥70 | 1.39 | (1.04–1.86) | 1.44 | (0.98–2.11) | 0.83 | (0.62–1.10) | ||
|
| 0.061 | |||||||
| Marital status | ||||||||
| Married | 1 |
| ||||||
| Single, bereaved, divorced | 1.12 | (0.86–1.44) | 1.13 | (0.88–1.46) | ||||
| Residence area | ||||||||
| Urban area | 1 | 1 | 1 | 1 | ||||
| Rural area | 0.63 | (0.49–0.82) |
|
| 0.64 | (0.50–0.82) |
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| Education | ||||||||
| ≤Elementary school | 0.79 | (0.61–1.02) |
|
| 0.58 | (0.45–0.74) |
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| Middle school | 0.88 | (0.62–1.26) | 0.95 | (0.63–1.43) | 0.70 | (0.49–0.99) | 0.76 | (0.51–1.13) |
| ≥High school | 1 |
| 1 |
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| Monthly family income | ||||||||
| <3000 dollars | 0.80 | (0.61–1.05) | 0.67 | (0.51–0.87) |
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| ≥3000 dollars | 1 | 1 |
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| Occupation | ||||||||
| Managerial and professional | 1 | 1 | 1 | 1 | ||||
| Service and sales | 0.54 | (0.29–0.99) |
|
| 0.89 | (0.49–1.60) | 1.04 | (0.55–1.98) |
| Routine and manual | 0.47 | (0.29–0.75) |
|
| 0.67 | (0.42–1.07) | 1.05 | (0.61–1.80) |
| Unemployed/Housewives | 0.87 | (0.56–1.35) |
|
| 0.81 | (0.53–1.26) | 0.97 | (0.58–1.63) |
| Insurance type | ||||||||
| National Health Insurance | 1 | 1 | ||||||
| Medical Aid Program | 1.31 | (0.89–1.92) | 1.00 | (0.68–1.46) | ||||
| Private insurance | ||||||||
| Yes | 1 | 1 | ||||||
| No | 1.09 | (0.86–1.38) | 0.87 | (0.70–1.10) | ||||
| Self-reported health status | ||||||||
| Good | 1 | 1 | 1 | 1 | ||||
| Moderate | 1.04 | (0.74–1.47) | 1.09 | (0.75–1.59) | 1.46 | (1.05–2.04) |
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| Poor | 1.50 | (1.11–2.03) |
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| 1.52 | (1.13–2.05) |
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| Alcohol drinking | ||||||||
| Current drinker | 0.76 | (0.60–0.95) | 0.86 | (0.65–1.13) | 1.00 | (0.80–1.25) | ||
| Ex-drinker/nondrinker | 1 | 1 | 1 | |||||
| Smoking | ||||||||
| Current smoker | 0.54 | (0.39–0.75) |
|
| 0.76 | (0.56–1.03) | 0.76 | (0.55–1.06) |
| Ex-smoker/nonsmoker | 1 |
| 1 | 1 | ||||
| Educated about diabetes care | ||||||||
| Yes | 1 | 1 | 1 | 1 | ||||
| No | 0.31 | (0.23–0.41) |
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| 0.37 | (0.28–0.50) |
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| Medical care of diabetes | ||||||||
| Yes | 1 | 1 | 1 | 1 | ||||
| No | 0.27 | (0.19–0.39) |
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| 0.35 | (0.25–0.48) |
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| Diabetes control | ||||||||
| Controlled | 1 | 1 | 1 | |||||
| Uncontrolled | 1.59 | (1.20–2.11) | 1.30 | (0.95–1.78) | 1.26 | (0.96–1.65) | ||
| Diabetes duration | ||||||||
| ≤5 years | 1 |
| 1 | 1 | ||||
| >5 years | 2.27 | (1.80–2.87) |
|
| 1.36 | (1.08–1.70) | 1.12 | (0.88–1.43) |
Only variables with p-value <0.1 in the simple logistic regression were included in the multiple logistic regression;
Glycated hemoglobin (HbA1c) level <6.5%;
HbA1c ≥6.5%;
Adjusted for sex, age, residence area, education, occupation, self-reported health status, alcohol drinking, smoking, education about diabetes care, medical care of diabetes, diabetes control, and diabetes duration;
Adjusted for residence area, education, monthly family income, occupation, self-reported health status, smoking, education about diabetes care, medical care for diabetes, and diabetes duration.
Factors associated with receiving screening for both diabetic retinopathy and diabetic nephropathy according to diabetes duration.
| Factor | Screening for diabetic retinopathy | Screening for diabetic nephropathy | ||||||
| ≤5 years | >5 years | ≤5 years | >5 years | |||||
| OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | |
| Residence area | ||||||||
| Urban area |
| 1 |
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| Rural area |
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| 0.80 | (0.55–1.16) |
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| Education | ||||||||
| ≤Elementary school | 0.71 | (0.45–1.11) | 0.70 | (0.47–1.05) |
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| Middle school | 0.87 | (0.50–1.51) | 0.83 | (0.48–1.44) | 0.68 | (0.40–1.18) | ||
| ≥High school | 1 | 1 | 1 | |||||
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| 0.12 | 0.09 |
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| Monthly family income | ||||||||
| <3000 dollars | 0.65 | (0.41–1.01) | 0.82 | (0.54–1.25) |
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| ≥3000 dollars | 1 | 1 |
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| Occupation | ||||||||
| Managerial and professional | 1 | 1 | 1 | |||||
| Service and sales |
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| 0.71 | (0.25–1.98) | 0.81 | (0.28–2.29) | ||
| Routine and manual |
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| 0.55 | (0.24–1.30) | 1.02 | (0.43–2.45) | ||
| Unemployed/housewives | 0.63 | (0.32–1.24) | 0.82 | (0.37–1.84) | 0.94 | (0.41–2.16) | ||
| Self-reported health status | ||||||||
| Good | 1 | 1 | ||||||
| Moderate | 1.43 | (0.86–2.38) |
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| Poor |
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| Alcohol drinking | ||||||||
| Current drinker | 0.72 | (0.50–1.03) | ||||||
| Ex-drinker/nondrinker | 1 | |||||||
| Smoking | ||||||||
| Current smoker | 0.62 | (0.36–1.07) |
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| Ex-smoker/nonsmoker | 1 |
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| Educated about diabetes care | ||||||||
| Yes | 1 | 1 | 1 | 1 | ||||
| No |
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| Medical care of diabetes | ||||||||
| Yes | 1 | 1 | 1 | 1 | ||||
| No |
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| Diabetes control | ||||||||
| Controlled | 1 | |||||||
| Uncontrolled | 1.24 | (0.80–1.91) | ||||||
Only variables with p-value <0.1 in the simple logistic regression were included in the multiple logistic regression and the results are shown in the table;
Glycated hemoglobin (HbA1c) level <6.5%;
HbA1c ≥6.5%;
Adjusted for monthly family income, occupation, smoking, education about diabetes care, medical care of diabetes, and diabetes control;
Adjusted for residence area, education, occupation, self-reported health status, alcohol drinking, smoking, education about diabetes care, and medical care of diabetes;
Adjusted for residence area, education, monthly family income, education about diabetes care, and medical care of diabetes;
Adjusted for residence area, education, monthly family income, occupation, self-reported health status, education about diabetes care, and medical care of diabetes.