| Literature DB >> 35966954 |
Hala Mohamed El-Radad1, Hazem A Sayed Ahmed2, Nahed Amen Eldahshan2.
Abstract
Objective: Egyptian studies in assessing the relationship between diabetes self-care, social support, and glycemic control in primary healthcare (PHC) are limited. Therefore, this study aimed to assess this relationship, and to evaluate the associated factors of diabetes self-care, social support, and glycemic control in Egyptian PHC patients with type 2 diabetes (T2DM).Entities:
Keywords: COVID-19; Diabetes self-care activities; Glycemic control; Primary healthcare; Social support; Type 2 diabetes mellitus
Year: 2022 PMID: 35966954 PMCID: PMC9362383 DOI: 10.1007/s13340-022-00598-7
Source DB: PubMed Journal: Diabetol Int ISSN: 2190-1678
Participants’ demographic and clinical characteristics (N = 320)
| Characteristics | Frequency (%) |
|---|---|
(years), mean ± SD (range) | 59.96 ± 7.15 (48—73) |
| < 65 years | 227 (70.9%) |
| ≥ 65 years | 93 (29.1%) |
| Male | 121 (37.8%) |
| Female | 199 (62.2%) |
| Married | 252 (78.8%) |
| Divorced | 31 (9.7%) |
| Widow | 37 (11.6%) |
| Illiterate | 20 (6.3%) |
| Read and write | 57 (17.8%) |
| Primary school | 33 (10.3%) |
| Secondary school | 15 (4.7%) |
| High school | 74 (23.1%) |
| Intermediate education | 67 (20.9%) |
| University | 54 (16.9%) |
| Housewife/Non-working | 155 (48.4%) |
| Unskilled manual worker | 23 (7.2%) |
| Skilled manual worker | 22 (6.9%) |
| Trades/business | 52 (16.2%) |
| Semi-professional | 31 (9.7%) |
| Professional | 37 (11.6%) |
| Very low or low | 124 (38.8%) |
| Middle | 156 (48.8%) |
| High | 40 (12.5%) |
| 17.46 ± 7.44 (5–30) | |
| ≤ 10 years | 68 (21.3%) |
| > 10 years | 252 (78.7%) |
| 169 (52.8%) | |
| Oral hypoglycemic agents | 168 (52.5%) |
| Insulin-containing regimens | 152 (47.5%) |
| Retinopathy | 129 (40.3%) |
| Nephropathy | 19 (5.9%) |
| Neuropathy | 275 (85.9%) |
| Coronary artery disease | 15 (4.7%) |
| Foot problems | 2 (0.6%) |
| Hypertension | 271 (84.7%) |
| Dyslipidemia | 21 (6.6%) |
| 36.97 ± 5.78 (25.2–58.7) | |
| Overweight | 35 (10.9%) |
| Obesity | 285 (89.1%) |
| 9.09 ± 1.18 (6.9 – 11.08) | |
| Good | 16 (5%) |
| Poor | 304 (95%) |
BMI body mass index; HbA1c glycated hemoglobin; SD Standard deviation
Descriptive statistics of the participants’ diabetes self-care, and received social support (N = 320)
| Variables | Mean (SD) | Median [IQR] | 0 time/the last 7 days | 1–3 times/the last 7 days | ≥ 4 times/the last 7 days |
|---|---|---|---|---|---|
| Diabetes self-care activities during the last seven days | |||||
| 1.Following a healthful eating plan | 2.92 (1.997) | 3 [1–5] | 49 (15.3%) | 135 (42.2%) | 136 (42.5%) |
| 2.Following an eating plan over the last month) | 3.46 (2.263) | 4 [1–5] | 40 (12.5%) | 119 (37.2%) | 161 (50.3%) |
| 3.Eating five or more servings of fruits and vegetables | 3.28 (2.281) | 3 [1–5] | 47 (14.7%) | 128 (40%) | 145 (45.3%) |
| 4.Eating high fat foods e.g. red meat and full fat dairy product | 2.96 (2.05) | 3 [1–4] | 38 (11.9%) | 174 (54.4%) | 108 (33.8%) |
| 5.participating in at least 30 min of physical activity | 0.07 (0.26) | 0 [0–0] | 297 (92.8%) | 23 (7.2%) | 0 (0%) |
| 6.participating in specific exercise session | 0.68 (2.07) | 0 [0–0] | 289 (90.3%) | 31 (9.7%) | 0 (0%) |
| 7.testing blood sugar | 1.54 (1.15) | 2 [0–3] | 82 (25.6%) | 238 (74.4%) | 0 (0%) |
| 8.testing blood sugar, the number of times recommended | 1.43 (1.15) | 1 [0–2.75] | 93 (29.1%) | 227 (70.9%) | 0 (0%) |
| 9.Checking foot | (2.42) | 0 [0–4] | 170 (53.1%) | 61 (19.1%) | 89 (27.8%) |
| 10. Inspecting the inside of shoes | 1 [0–2] | 102 (31.9%) | 185 (57.8%) | 33 (10.3%) | |
IQR interquartile range; SD standard deviation
Correlation between diabetes self-care activities, received social support, and HbA1c (N = 320)
| Variables | General diet | Specific diet | Exercise | Blood glucose monitoring | Foot care | Diabetes self-care activities | Received social support | HbA1c |
|---|---|---|---|---|---|---|---|---|
| General diet | 1 | |||||||
| Specific diet | − 0.010 | 1 | ||||||
| Exercise | 0.083 | 0.042 | 1 | |||||
| Blood glucose monitoring | − 0.060 | 0.023 | − 0.026 | 1 | ||||
| Foot care | − 0.014 | − 0.023 | − 0.006 | 0.033 | 1 | |||
| Diabetes self-care | 0.497** | 0.483** | 0.329** | 0.254** | 0.514** | 1 | ||
| Received social support | 0.052 | 0.053 | − 0.065 | 0.008 | − 0.069 | − 0.016 | 1 | |
| HbA1c | − 0.067 | 0.000 | − 0.023 | − 0.112* | − 0.072 | − 0.125* | 0.105 | 1 |
IQR interquartile range; SD standard deviation; HbA1c glycated hemoglobin
*Spearman’s Correlation is significant at the 0.05 level (2-tailed)
**Spearman’s Correlation is significant at the 0.01 level (2-tailed)
Correlation between participants’ perceptions on received social support, diabetes self-care activities, and HbA1c (N = 320)
| Variables | Support on following a meal plan | Support on taking medicine | Support on taking care of feet | Support on getting enough physical activity | Support on testing sugar | Support on handling feelings about diabetes |
|---|---|---|---|---|---|---|
| 1 | ||||||
| − 0.010 | 1 | |||||
| − 0.040 | 0.027 | 1 | ||||
| − 0.003 | − 0.023 | − 0.052 | 1 | |||
| 0.029 | − 0.022 | − 0.030 | − 0.048 | 1 | ||
| − 0.096 | 0.014 | − 0.023 | 0.014 | − 0.074 | 1 | |
| 0.379** | 0.416** | 0.351** | 0.383** | 0.362** | 0.355** | |
| General diet | − 0.001 | − 0.019 | 0.029 | 0.026 | − 0.028 | 0.094 |
| Specific diet | 0.019 | − 0.011 | − 0.041 | − 0.053 | 0.049 | 0.169** |
| Exercise | − 0.070 | 0.034 | − 0.036 | − 0.001 | − 0.058 | − 0.014 |
| Blood glucose monitoring | 0.043 | 0.044 | − 0.020 | − 0.059 | 0.012 | − 0.005 |
| Foot care | − 0.074 | 0.041 | 0.012 | − 0.109 | 0.041 | − 0.044 |
| − 0.041 | 0.016 | − 0.019 | − 0.085 | 0.024 | 0.077 | |
| 0.145** | 0.023 | − 0.018 | 0.050 | 0.044 | − 0.033 | |
IQR interquartile range; SD standard deviation; HbA1c glycated hemoglobin
*Spearman’s Correlation is significant at the 0.05 level (2-tailed)
**Spearman’s Correlation is significant at the 0.01 level (2-tailed)
Linear regression analysis for predicting diabetes self-care activities, and received social support (N = 320)
| Variables | Diabetes self-care activities | Received social support | |||
|---|---|---|---|---|---|
| Age (Years) | − 0.046 (− 0.137 to 0.060) | 0.438 | 0.091 (− 0.011 to 0.076) | 0.138 | |
| Gender (Female vs. Male) | 0.079 (− 0.835 to 2.774) | 0.291 | − 0.117 (− 1.408 to 0.172) | 0.125 | |
| Marital status | |||||
| Divorced vs. Married | 0.074 (− 0.702 to 3.687) | 0.182 | − 0.177 (− 2.488 to 0.566) | 0.002* | |
| Widow vs. Married | − 0.032 (− 2.799 to 1.598) | 0.591 | − 0.169 (− 2.311 to 0.385) | 0.006* | |
| Education level (Reference category = illiterate) | 0.251 (0.211–0.565) | < 0.001* | 0.019 (− 0.065 to 0.090) | 0.749 | |
| Occupation (Reference category = non-working) | 0.144 (-0.008–0.928) | 0.054 | − 0.080 (− 0.315 to 0.095) | 0.291 | |
| Duration of diabetes (Years) | − 0.031 (− 0.112 to 0.063) | 0.580 | − 0.005 (− 0.040 to 0.037) | 0.936 | |
| Family history of diabetes (Present vs. Absent) | 0.007 (− 1.192 to 1.353) | 0.901 | − 0.049 (− 0.806 to 0.308) | 0.380 | |
| Antidiabetic medications (Insulin regimen vs. OHAs) | − 0.074 (− 2.189 to 0.431) | 0.188 | 0.035 (− 0.394 to 0.753) | 0.539 | |
| Retinopathy (Present vs. Absent) | 0.088 (− 0.385 to 2.515) | 0.149 | − 0.047 (− 0.881 to 0.388) | 0.446 | |
| Nephropathy (Present vs. Absent) | − 0.039 (− 3.748 to 1.782) | 0.485 | − 0.051 (− 1.762 to 0.659) | 0.371 | |
| Neuropathy (Present vs. Absent) | 0.054 (− 1.428 to 3.281) | 0.439 | − 0.017 (− 1.155 to 0.907) | 0.813 | |
| Coronary artery disease (Present vs. Absent) | 0.030 (− 3.006 to 4.690) | 0.667 | − 0.155 (− 3.563 to 0.194) | 0.029* | |
| Diabetic foot (Present vs. Absent) | 0.053 (− 4.067 to 12.026) | 0.331 | − 0.002 (− 3.573–3.473) | 0.978 | |
| BMI (Kg/m2) | 0.144 (0.024 to 0.273) | 0.020* | − 0.045 (− 0.074 to 0.035) | 0.474 | |
| Glycemic control (Good vs. Poor) | − 0.055 (− 4.528 to 1.515) | 0.327 | − 0.047 (− 1.874 to 0.773) | 0.414 | |
β Standardized beta coefficients; BMI body mass index; CI confidence Interval; OHAs oral hypoglycemic agents
All requested variables entered. Dependent variables: diabetes self-care activities score, and received social support score. Values are presented as β- coefficient (95% confidence interval). Note: P < 0.05
Model for diabetes self-care activities: [R-square = 0.141; Model ANOVA: F = 3.097; P < 0.001]
Model for diabetes received social support: [R-square = 0.109; Model ANOVA: F = 2.312; P = 0.003]
Logistic regression analysis for predicting glycemic control (N = 320)
| Variables | SE | Wald | OR | 95% CI for OR | |||
|---|---|---|---|---|---|---|---|
| Lower | Upper | ||||||
| Age (Years) | 2.285 | 0.678 | 11.366 | 0.001* | 9.830 | 2.603 | 37.116 |
| Gender (Female vs. Male) | 2.032 | 0.821 | 6.123 | 0.013* | 7.633 | 1.526 | 38.181 |
| Marital status | |||||||
| Divorced vs. Married | − 0.481 | 0.737 | 0.426 | 0.514 | 0.618 | 0.146 | 2.620 |
| Widow vs. Married | 0.588 | 1.118 | 0.277 | 0.599 | 1.801 | 0.201 | 16.116 |
| Socioeconomic status (Total score) | 0.001 | 0.022 | 0.004 | 0.947 | 1.001 | 0.959 | 1.046 |
| Duration of diabetes (Years) | 0.004 | 0.035 | 0.013 | 0.910 | 1.004 | 0.937 | 1.076 |
| Family history of diabetes (Present vs. Absent) | − 1.098 | 0.615 | 3.189 | 0.074 | 0.334 | 0.100 | 1.113 |
| Antidiabetic medications (Insulin regimen vs. OHAs) | 0.123 | 0.586 | 0.044 | 0.834 | 1.130 | 0.358 | 3.565 |
| Retinopathy (Present vs. Absent) | 0.108 | 1.204 | 0.008 | 0.929 | 1.114 | 0.105 | 11.787 |
| Nephropathy (Present vs. Absent) | − 0.755 | 0.786 | 0.923 | 0.337 | 0.470 | 0.101 | 2.192 |
| Self-blood glucose monitoring (Mean score) | 0.461 | 0.357 | 1.667 | 0.197 | 1.585 | 0.788 | 3.191 |
| Constant | − 5.188 | 1.874 | 7.666 | 0.006 | 0.006 | ||
B beta; CI confidence Interval; OHAs oral hypoglycemic agents; OR odds ratio; SE standard error
Binary logistic regression model 1: omnibus tests χ2 (df) = 26.098 (11), P = 0.006; Hosmer and Lemeshow χ2 (df) = 2.487 (8), P = 0.962; Cox & Snell R Square = 0.078; Negelkerke R Square = 0.239; Overall correct classification = 94.7%
*Statistically significant P value (< 0.05)