| Literature DB >> 35613132 |
Adnan Mannan1, Farhana Akter2, Naim Uddin Hasan A Chy3, Nazmul Alam4, Md Mashud Rana5, Nowshad Asgar Chowdhury6, Md Mahbub Hasan1.
Abstract
OBJECTIVE: Health-related quality of life (HRQoL) is a critical determinant to assess the severity of chronic diseases like diabetes mellitus. It has a close association with complications, comorbidities, and medical aid. This study aimed to estimate the prevalence of medical comorbidities and determine the relationship between comorbidities and HRQoL among type 2 diabetic patients of southern Bangladesh.Entities:
Mesh:
Year: 2022 PMID: 35613132 PMCID: PMC9132298 DOI: 10.1371/journal.pone.0267713
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.752
Characteristics of study patients suffering from diabetes.
| Total (n = 1,978) | With comorbidity (n = 1,596) | Without comorbidity (n = 382) | p-value | ||||
|---|---|---|---|---|---|---|---|
| N | % | N | % | N | % | ||
|
| |||||||
| 18–29 | 93 | 4.70 | 43 | 2.69 | 50 | 13.09 | ≤0.001 |
| 30–39 | 261 | 13.20 | 159 | 9.96 | 102 | 26.70 | |
| 40–49 | 511 | 25.83 | 411 | 25.75 | 100 | 26.18 | |
| 50–59 | 621 | 31.40 | 529 | 33.15 | 92 | 24.08 | |
| 60 and above | 492 | 24.87 | 454 | 28.45 | 38 | 9.95 | |
|
| |||||||
| Female | 1169 | 59.10 | 970 | 60.78 | 199 | 52.09 | ≤0.001 |
| Male | 809 | 40.90 | 626 | 39.22 | 183 | 47.91 | |
|
| |||||||
| No education | 13 | 0.66 | 12 | 0.75 | 1 | 0.26 | 0.033 |
| Primary | 756 | 38.22 | 630 | 39.47 | 126 | 32.98 | |
| Up to Higher Secondary | 831 | 42.01 | 659 | 41.29 | 172 | 45.03 | |
| Bachelor and above | 378 | 19.11 | 295 | 18.48 | 83 | 21.73 | |
|
| |||||||
| Married | 1779 | 89.94 | 1431 | 89.66 | 348 | 91.10 | ≤0.001 |
| Never married | 40 | 2.02 | 24 | 1.50 | 16 | 4.19 | |
| Separated/divorced | 159 | 8.04 | 141 | 8.83 | 18 | 4.71 | |
|
| |||||||
| Business | 233 | 11.78 | 179 | 11.22 | 54 | 14.14 | ≤0.001 |
| Dependent | 63 | 3.19 | 59 | 3.70 | 4 | 1.05 | |
| Housewife | 1034 | 52.28 | 861 | 53.95 | 173 | 45.29 | |
| Others | 42 | 2.12 | 30 | 1.88 | 12 | 3.14 | |
| Retired | 191 | 9.66 | 177 | 11.09 | 14 | 3.66 | |
| Service | 388 | 19.62 | 269 | 16.85 | 119 | 31.15 | |
| Unemployed | 27 | 1.37 | 21 | 1.32 | 6 | 1.57 | |
|
| |||||||
| <USD238 | 549 | 27.76 | 434 | 27.19 | 115 | 30.10 | 0.382 |
| USD238-<USD417 | 625 | 31.60 | 501 | 31.39 | 124 | 32.46 | |
| USD417-<USD595 | 386 | 19.51 | 310 | 19.42 | 76 | 19.90 | |
| USD595-< USD893 | 233 | 11.78 | 191 | 11.97 | 42 | 10.99 | |
| USD893-< USD1,190 | 92 | 4.65 | 75 | 4.70 | 17 | 4.45 | |
| > = USD1,190 | 93 | 4.70 | 85 | 5.33 | 8 | 2.09 | |
|
| |||||||
| Underweight | 33 | 1.67 | 22 | 1.38 | 11 | 2.88 | 0.013 |
| Normal | 399 | 20.17 | 307 | 19.24 | 92 | 24.08 | |
| Overweight | 810 | 40.95 | 655 | 41.04 | 155 | 40.58 | |
| Obese | 736 | 37.21 | 612 | 38.35 | 124 | 32.46 | |
|
| 1086 | 54.90 | 851 | 53.32 | 235 | 61.52 | ≤0.005 |
|
| |||||||
| Rural | 736 | 37.21 | 594 | 37.22 | 142 | 37.17 | 0.936 |
| Urban | 1242 | 62.79 | 1002 | 62.78 | 240 | 62.83 | |
1 p-values were analyzed using chi-square tests, and p<0.05 was considered statistically significant.
Fig 1Frequency of various comorbidities among diabetes patients of the southern part of Bangladesh.
A) Frequency of various comorbidities; B) Number of comorbidities present in males and females.
Fig 2Effect of comorbidity on health-related quality.
A) Comparison between the presence of various health-related problems among comorbid and non-comorbid T2D patients; B) Comparison between health related quality of life of male and female; C) HRQoL among comorbid and non-comorbid patients.
Category-wise proportions of the five dimensions of EQ-5D measure.
| Mobility | Self-care | Usual activity | Pain/discomfort | Anxiety/depression | |
|---|---|---|---|---|---|
| % [95%CI] | % [95%CI] | %[95%CI] | % [95%CI] | % [95%CI] | |
|
| 36.4[34.3–38.6] | 19.4[17.7–21.2] | 26.7[24.8–28.7] | 73.5[71.5–75.4] | 85[83.4–86.5] |
|
| |||||
| 18–29 | 16.7 [10.2–26] | 6.7 [3–14.2] | 8.9 [4.4–17] | 48.9 [38.6–59.3] | 83.3 [74–89.8] |
| 30–39 | 21.8 [17.2–27.3] | 8.8 [5.9–12.9] | 12.3 [8.8–16.9] | 62.1 [56–67.8]S | 82.4 [77.2–86.6] |
| 40–49 | 31.8 [27.9–35.9] | 13.9 [11.2–17.2] | 21 [17.7–24.7] | 72.7 [68.7–76.4]S | 87.1 [83.8–89.7] |
| 50–59 | 36.6 [32.9–40.5] | 19.4 [6.4–22.7] | 27.7 [24.3–31.4]S | 76.6 [73.1–79.8]S | 86.5 [83.5–88.9] |
| 60 and above | 52.2 [47.8–56.6]S | 33.1 [29.1–37.4]S | 42.1 [37.8–46.5]S | 81.1 [77.4–84.3]S | 82.7 [79.1–85.8] |
|
| |||||
| Female | 43.3 [40.5–46.2] | 23.3 [20.9–25.8] | 32.6 [30–35.4] | 80 [77.6–82.2] | 87.7 [85.7–89.5] |
| Male | 26.4 [23.4–29.5]S | 13.9 [11.6–16.4]S | 18.1 [15.6–20.9] | 64.2 [60.9–67.5]S | 81.1 [78.2–83.6]S |
|
| |||||
| No education | 46.2 [19.5–75.2] | 46.2 [19.5–75.2] | 46.2 [19.5–75.2] | 76.9 [42.8–93.7] | 84.6 [49–96.9] |
| Primary | 50.3 [46.7–53.8] | 27.5 [24.4–30.8] | 38.5 [35–42] | 78.6 [75.6–81.4] | 88.1 [85.5–90.2] |
| Up to Higher Secondary | 29.8 [26.8–33] | 16.2 [13.8–18.8] | 21.6 [18.9–24.5] | 74.3 [71.2–77.2] | 83.7 [81–86.1] |
| Bachelor and above | 22.8 [18.8–27.3] | 9.5 [7–13] | 13.5 [10.4–17.4] | 61.5 [56.5–66.3] | 81.7 [77.4–85.3] |
|
| |||||
| Married | 34.3 [32.1–36.5] | 17.5 [15.8–19.3] | 25.1 [23.2–27.2] | 73 [70.9–75] | 84.7 [83–86.3] |
| Never married | 20.5 [10.3–36.8] | 10.3 [3.7–25.2] | 10.3 [3.7–25.2] | 56.4 [40–71.5] | 76.9 [60.5–87.9] |
| Separated/divorced | 64.2 [56.3–71.3]S | 43.4 [35.8–51.3]S | 47.8 [40.1–55.6] | 83.6 [77–88.7] | 89.9[84.1–93.8] |
|
| |||||
| Business | 21.9 [17–27.7] | 10.7 [7.3–15.4] | 15.5 [11.3–20.7] | 64.8 [58.4–70.7] | 81.5 [76–86] |
| Dependent | 66.1[53.2–77] | 51.6 [39–64]S | 58.1 [45.2–69.9]S | 90.3 [79.7–95.7] | 95.2 [85.6–98.5] |
| Housewife | 43.7 [40.7–46.7] | 22.7 [20.3–25.4] | 33.3 [30.5–36.2] | 80.1 [77.5–82.4] | 87 [84.8–88.9] |
| Others | 28.6 [16.6–44.6] | 14.3 [6.3–29.1] | 14.3 [6.3–29.1] | 64.3 [48.2–77.7] | 71.4 [55.4–83.4]S |
| Retired | 44 [37–51.2] | 27.2 [21.3–34] | 30.4 [24.2–37.3] | 77.5 [71–82.9] | 81.2 [74.9–86.1] |
| Service | 19.1 [15.5–23.3] | 8.2 [5.9–11.4] | 11.1 [8.3–14.6] | 58.2 [53.3–63.1] | 84.3 [80.3–87.6] |
| Unemployed | 22.2 [9.8–43] | 7.4 [1.7–27.2] | 14.8 [5.3–35.1] | 66.7 [46–82.5] | 74.1 [53.2–87.8] |
|
| |||||
| <USD238 | 42.8 [38.7–47] | 24.5 [21.1–28.3] | 31.4 [27.7–35.5] | 74.4 [70.6–77.9] | 84.1 [80.8–86.9] |
| USD238-<USD417 | 35.4 [31.8–39.3]S | 17.8 [15–21]S | 25.2 [21.9–28.7]S | 75.3 [71.8–78.6] | 85.9 [82.9–88.4] |
| USD417-<USD595 | 33.3 [28.8–38.2]S | 18.2 [14.7–22.4]S | 26.3 [22.1–31] | 72.4 [67.7–76.7] | 86.7[82.9–89.8] |
| USD595-< USD893 | 30.5 [24.9–36.7]S | 15.9 [11.7–21.2]S | 24.9 [19.7–30.9] | 70 [63.7–75.5] | 83.7 [78.3–87.9] |
| USD893-< USD1,190 | 34.8 [25.6–45.2] | 13 [7.5–21.8]S | 20.7 [13.5–30.3]S | 72.8 [62.7–81.1] | 84.8 [75.7–90.9] |
| > = USD1,190 | 34.4 [25.3–44.8] | 20.4 [13.3–30] | 20.4 [13.3–30] | 71 [60.8–79.4] | 80.6 [71.2–87.6] |
|
| |||||
| Underweight | 46.9 [29.8–64.8] | 21.9 [10.3–40.4] | 31.3 [17.1–50] | 84.4 [66.3–93.7] | 90.6 [73.3–97.1] |
| Normal | 31.4 [27–36.2]S | 19.6 [16–23.8] | 26.9 [22.7–31.5] | 68.6 [63.8–73]S | 86.4[82.7–89.5] |
| Overweight | 33.1 [30–36.5] | 17.4 [15–20.2] | 24 [21.2–27.1] | 73.2 [70–76.1] | 84.4 [81.8–86.8] |
| Obese | 42.2 [38.7–45.9] | 21.4 [18.6–24.5] | 29.3 [26.1–32.7] | 76.2 [72.9–79.1] | 84.6 [81.8–87] |
|
| 34.2 [31.5–37.1] | 17.6 [15.5–20] | 24.7 [22.2–27.4] | 72.5 [69.8–75.1] | 85.3 [83.1–87.3] |
|
| |||||
| 0 | 17.6 [14.1–21.8] | 10 [7.3–13.4] | 12.9 [9.8–16.6] | 60.6 [55.6–65.4] | 84 [79.9–87.4] |
| 1 | 29.5 [26.1–33.2]S | 13.2 [10.8–16.1] | 20.4 [17.4–23.8] | 69.2 [65.5–72.7] | 80.5 [77.2–83.5] |
| 2 | 40.4 [36.3–44.6]S | 20 [16.8–23.6] | 29.2 [25.5–33.2]S | 78.7 [75–82]S | 86.9 [83.8–89.5] |
| 3 | 53.2 [47.5–58.9]S | 31.5 [26.4–37.1]S | 38 [32.6–43.7]S | 82.7 [77.9–86.6]S | 89.2 [85–92.2]S |
| > = 4 | 68.9 [60.5–76.2]S | 45.9 [37.6–54.5]S | 60 [51.4–68]S | 89.6 [83.2–93.8]S | 91.9 [85.8–95.5]S |
|
| |||||
| Rural | 35.8 [33.1–38.5] | 18.3 [16.3–20.6] | 25.3 [23–27.8] | 73 [70.5–75.4] | 84.4 [82.3–86.3] |
| Urban | 37.5 [34–41] | 21.3 [18.4–24.4]S | 28.9 [25.7–32.3] | 74.4 [71.1–77.4] | 86 [83.3–88.3] |
CI: Confidence interval, S = Significant at the 5% level.
The first category of each covariate was considered as the reference category in the logistic regressions.
Predictors of health-related quality of life.
| (1) | (2) | (3) | |
|---|---|---|---|
| Model l | Model 2 | Model 3 | |
|
| |||
| No comorbidity (reference) | |||
| One comorbidity | -.059 | -.027 | -.033 |
| (.02) | (.02) | (.02) | |
| Two comorbidities | -.129 | -.084 | -.092 |
| (.021) | (.021) | (.022) | |
| Three comorbidities | -.212 | -.16 | -.168 |
| (.023) | (.024) | (.025) | |
| Four or more comorbidities | -.329 | -.259 | -.272 |
| (.03) | (.031) | (.032) | |
|
| |||
| 18–29 (reference) | |||
| 30–39 | -.089 | -.095 | |
| (.039) | (.04) | ||
| 40–49 | -.095 | -.103 | |
| (.038) | (.039) | ||
| 50–59 | -.119 | -.122 | |
| (.038) | (.039) | ||
| 60 and above | -.158 | -.156 | |
| (.041) | (.041) | ||
|
| |||
| Female (reference) | |||
| Male | .121 | .112 | |
| (.028) | (.028) | ||
|
| |||
| No education (reference) | |||
| Primary | -.057 | -.068 | |
| (.075) | (.089) | ||
| Higher Secondary | -.02 | -.035 | |
| (.076) | (.09) | ||
| Bachelor | .018 | .002 | |
| (.078) | (.092) | ||
|
| |||
| Married (reference) | |||
| Never married | -.037 | .007 | |
| (.055) | (.057) | ||
| Widowed/separated | -.066 | -.079 | |
| (.026) | (.027) | ||
|
| |||
| Business (reference) | |||
| Dependent | -.08 | -.075 | |
| (.048) | (.049) | ||
| Housewife | .02 | .012 | |
| (.035) | (.036) | ||
| Others | -.017 | -.024 | |
| (.05) | (.051) | ||
| Retired | -.016 | -.022 | |
| (.032) | (.032) | ||
| Service | .01 | .009 | |
| (.026) | (.026) | ||
| Unemployed | -.067 | -.033 | |
| (.058) | (.065) | ||
|
| |||
| <USD238 (reference) | |||
| USD238-<USD417 | .026 | .026 | |
| (.018) | (.018) | ||
| USD417-<USD595 | .022 | .018 | |
| (.021) | (.021) | ||
| USD595-< USD893 | .051 | .047 | |
| (.025) | (.025) | ||
| USD893-< USD1,190 | .005 | -.012 | |
| (.035) | (.036) | ||
| > = USD1,190 | .014 | .006 | |
| (.036) | (.036) | ||
|
| |||
| Rural (reference) | |||
| Urban | .047 | .041 | |
| (.014) | (.014) | ||
|
| |||
| No (reference) | |||
| Yes | .007 | ||
| (.014) | |||
|
| |||
| Underweight (Reference) | |||
| Normal | .166 | ||
| (.057) | |||
| Overweight | .184 | ||
| (.057) | |||
| Obese | .163 | ||
| (.057) | |||
| Systolic blood pressure | .001 | ||
| (.001) | |||
| Diastolic blood pressure | .001 | ||
| (.001) | |||
| Constant | .677 | .684 | .352 |
| (.016) | (.09) | (.135) | |
| Observations | 2136 | 2042 | 1978 |
| R-squared | .077 | .147 | .154 |
Standard errors are in parentheses.
*** p<0.01,
** p<0.05,
* p<0.10.