Depression, Anxiety, and Health-Related Quality of Life in Adults with Type 2 Diabetes
Abstract
:1. Introduction
2. Methods
2.1. Study Design and Data
2.2. Study Population
2.3. Measures
2.3.1. Study Outcome: Health-Related Quality of Life
2.3.2. Independent Variables
2.4. Statistical Analyses
3. Results
3.1. Sample Description
3.2. Health-Related Quality of Life Scores by Diabetes Categories
3.3. Factors Associated with HRQoL in Patients with Type 2 Diabetes from Multivariable Adjusted Linear Regression Analysis
4. Discussion
4.1. Strengths and Limitations
4.2. Policy, Practice, and Public Implications
5. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Total Sample | Diabetes Only | Diabetes and Depression | Diabetes and Anxiety | Diabetes and Depression and Anxiety | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
n | wt.% | n | wt.% | n | wt.% | n | wt.% | n | wt.% | p-Value | ||
All | 5259 | 100.0 | 3921 | 74.9 | 528 | 9.7 | 419 | 8.4 | 391 | 7.0 | ||
Age in years | ||||||||||||
18–39 | 585 | 12.5 | 432 | 75.9 | 54 | 7.8 | 49 | 8.1 | 50 | 8.2 | 0.580 | |
40–49 | 972 | 18.8 | 729 | 74.5 | 95 | 9.7 | 73 | 7.4 | 75 | 8.3 | ||
50–64 | 3702 | 68.7 | 2760 | 74.8 | 379 | 10.0 | 297 | 8.7 | 266 | 6.5 | ||
Gender | ||||||||||||
Women | 2846 | 49.3 | 1945 | 67.2 | 360 | 13.0 | 266 | 10.4 | 275 | 9.5 | <0.0001 | |
Men | 2413 | 50.7 | 1976 | 82.4 | 168 | 6.5 | 153 | 6.5 | 116 | 4.7 | ||
Race/ethnicity | ||||||||||||
White | 2383 | 55.2 | 1561 | 67.4 | 310 | 12.0 | 257 | 10.9 | 255 | 9.7 | <0.0001 | |
African American | 1081 | 16.2 | 889 | 83.8 | 82 | 6.9 | 63 | 5.7 | 47 | 3.5 | ||
Latino | 1300 | 17.9 | 1064 | 84.4 | 89 | 5.9 | 73 | 5.4 | 74 | 4.4 | ||
Others | 495 | 10.6 | 407 | 84.0 | 47 | 8.5 | 26 | 4.6 | 15 | 2.9 | ||
Marital status | ||||||||||||
Married | 2638 | 54.7 | 2101 | 79.6 | 222 | 8.5 | 192 | 7.2 | 123 | 4.7 | <0.0001 | |
Wid./Sep./Div. | 1559 | 26.5 | 1051 | 66.8 | 193 | 11.9 | 146 | 10.5 | 169 | 10.7 | ||
Never married | 1061 | 18.8 | 768 | 72.5 | 113 | 10.1 | 81 | 9.0 | 99 | 8.5 | ||
Education level | ||||||||||||
<HS | 431 | 5.3 | 341 | 80.6 | 36 | 8.0 | 29 | 7.8 | 25 | 3.6 | 0.378 | |
HS | 709 | 10.3 | 543 | 75.3 | 62 | 8.4 | 50 | 7.7 | 54 | 8.6 | ||
>HS | 4047 | 83.3 | 2977 | 74.3 | 425 | 10.0 | 336 | 8.6 | 309 | 7.1 | ||
Region | ||||||||||||
Northeast | 703 | 14.0 | 522 | 76.2 | 70 | 9.0 | 46 | 7.3 | 65 | 7.4 | 0.015 | |
Mid-west | 1163 | 23.5 | 796 | 69.9 | 160 | 12.6 | 91 | 7.8 | 116 | 9.7 | ||
South | 2268 | 42.4 | 1728 | 75.5 | 194 | 8.8 | 209 | 10.0 | 137 | 5.7 | ||
West | 1125 | 20.1 | 875 | 78.5 | 104 | 8.7 | 73 | 6.3 | 73 | 6.4 | ||
Employment | ||||||||||||
Employed | 2967 | 63.6 | 2437 | 81.8 | 219 | 7.2 | 188 | 6.7 | 123 | 4.2 | <0.0001 | |
Not employed | 2289 | 36.4 | 1481 | 62.7 | 309 | 14.0 | 231 | 11.3 | 268 | 12.0 | ||
Poverty status | ||||||||||||
Poor | 1208 | 16.4 | 778 | 61.1 | 163 | 13.7 | 126 | 12.2 | 141 | 13.0 | <0.0001 | |
Near Poor | 1129 | 17.8 | 825 | 72.7 | 113 | 10.8 | 73 | 6.8 | 118 | 9.7 | ||
Middle Income | 1438 | 28.1 | 1127 | 76.8 | 122 | 8.3 | 119 | 9.6 | 70 | 5.3 | ||
High Income | 1484 | 37.7 | 1191 | 80.5 | 130 | 8.5 | 101 | 6.6 | 62 | 4.5 | ||
Health Insurance | ||||||||||||
Private | 2913 | 64.6 | 2329 | 79.3 | 250 | 8.5 | 199 | 7.3 | 135 | 4.9 | <0.0001 | |
Public | 2002 | 30.2 | 1288 | 63.4 | 261 | 13.2 | 208 | 11.0 | 245 | 12.4 | ||
Uninsured | 344 | 5.2 | 304 | 86.3 | 17 | 4.1 | 12 | 6.8 | 11 | 2.8 | ||
Rx Insurance | ||||||||||||
Rx insurance | 2543 | 57.2 | 2033 | 79.3 | 218 | 8.3 | 180 | 7.7 | 112 | 4.8 | <0.0001 | |
No Rx insurance | 2716 | 42.8 | 1888 | 69.0 | 310 | 11.6 | 239 | 9.3 | 279 | 10.1 | ||
General health | ||||||||||||
Excellent/very good | 1275 | 26.7 | 1078 | 84.3 | 96 | 7.2 | 63 | 5.8 | 38 | 2.7 | <0.0001 | |
Good | 2059 | 40.2 | 1625 | 78.4 | 160 | 8.0 | 158 | 7.6 | 116 | 6.0 | ||
Fair/poor | 1925 | 33.2 | 1218 | 63.0 | 272 | 13.8 | 198 | 11.5 | 237 | 11.8 | ||
Physical activity | ||||||||||||
3/week | 2102 | 40.8 | 1677 | 80.1 | 178 | 7.7 | 131 | 6.5 | 116 | 5.7 | <0.0001 | |
No exercise | 3141 | 59.0 | 2230 | 71.2 | 349 | 11.1 | 287 | 9.7 | 275 | 8.0 | ||
Heart | ||||||||||||
Yes | 733 | 13.5 | 476 | 69.0 | 104 | 13.2 | 79 | 9.3 | 74 | 8.4 | <0.0001 | |
No | 4526 | 86.5 | 3445 | 75.8 | 424 | 9.1 | 340 | 8.2 | 317 | 6.8 | ||
Hypertension | ||||||||||||
Yes | 3200 | 58.3 | 2279 | 71.3 | 374 | 11.8 | 283 | 9.3 | 264 | 7.6 | <0.0001 | |
No | 2059 | 41.7 | 1642 | 79.9 | 154 | 6.8 | 136 | 7.1 | 127 | 6.2 | ||
Hyperlipidemia | ||||||||||||
Yes | 2759 | 51.5 | 1925 | 70.7 | 322 | 11.5 | 245 | 9.2 | 267 | 8.6 | <0.0001 | |
No | 2500 | 48.5 | 1996 | 79.3 | 206 | 7.7 | 174 | 7.6 | 124 | 5.4 | ||
Asthma | ||||||||||||
Yes | 715 | 12.1 | 404 | 56.1 | 104 | 14.2 | 105 | 16.5 | 102 | 13.3 | <0.0001 | |
No | 4544 | 87.9 | 3517 | 77.5 | 424 | 9.1 | 314 | 7.3 | 289 | 6.2 | ||
COPD | ||||||||||||
Yes | 398 | 7.4 | 207 | 50.1 | 59 | 16.6 | 58 | 16.0 | 74 | 17.3 | <0.0001 | |
No | 4861 | 92.6 | 3714 | 76.8 | 469 | 9.1 | 361 | 7.8 | 317 | 6.2 | ||
Arthritis | ||||||||||||
Yes | 848 | 15.5 | 471 | 56.0 | 149 | 17.5 | 99 | 12.7 | 129 | 13.7 | <0.0001 | |
No | 4411 | 84.5 | 3450 | 78.3 | 379 | 8.3 | 320 | 7.6 | 262 | 5.8 | ||
GERD | ||||||||||||
Yes | 730 | 13.1 | 393 | 55.1 | 129 | 16.8 | 93 | 14.2 | 115 | 14.0 | <0.0001 | |
No | 4529 | 86.9 | 3528 | 77.9 | 399 | 8.6 | 326 | 7.5 | 276 | 6.0 |
Total Sample | Diabetes Only | Diabetes and Depression | Diabetes and Anxiety | Diabetes and Depression and Anxiety | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Mean | SD | Mean | SE | Mean | SE | Mean | SE | Mean | SE | p-Value | ||
HRQoL | ||||||||||||
PCS | 42.27 | 12.00 | 44.92 | 0.28 | 38.26 | 0.79 | 40.26 | 0.79 | 36.78 | 0.95 | <0.0001 | |
MCS | 48.65 | 10.70 | 51.73 | 0.20 | 42.69 | 0.61 | 44.63 | 0.78 | 37.81 | 0.77 | <0.0001 |
Health-Related Quality of Life | |||||||
---|---|---|---|---|---|---|---|
Physical Component Summary | Mental Component Summary | ||||||
Regression Coefficients | SE | p-Value | Regression Coefficients | SE | p-Value | ||
Diabetes Group | |||||||
DM and depression | −1.486 | 0.078 | <0.0001 | −6.817 | 0.012 | <0.0001 | |
DM and anxiety | 0.180 | 0.074 | 0.0160 | −4.957 | 0.064 | <0.0001 | |
DM and depression and anxiety | −1.067 | 0.066 | <0.0001 | −10.344 | 0.116 | <0.0001 | |
DM only (Ref.) | |||||||
Age in years | |||||||
18–39 | 3.904 | 0.022 | <0.0001 | −2.173 | 0.028 | <0.0001 | |
40–49 | 1.096 | 0.039 | <0.0001 | −0.619 | 0.019 | <0.0001 | |
50–64 (Ref.) | |||||||
Gender | |||||||
Women | 0.404 | 0.057 | <0.0001 | 0.173 | 0.012 | <0.0001 | |
Men (Ref.) | |||||||
Race/ethnicity | |||||||
White | 0.759 | 0.104 | <0.0001 | 0.864 | 0.027 | <0.0001 | |
African American | 1.078 | 0.027 | <0.0001 | 0.227 | 0.033 | <0.0001 | |
Latino | 0.183 | 0.032 | <0.0001 | −0.763 | 0.024 | <0.0001 | |
Others (Ref.) | |||||||
Marital status | |||||||
Married | −0.136 | 0.022 | <0.0001 | 1.167 | 0.052 | <0.0001 | |
Widow/Separated/Divorce | 0.468 | 0.024 | <0.0001 | 1.626 | 0.050 | <0.0001 | |
Never married (Ref.) | |||||||
Education level | |||||||
>High school | −2.015 | 0.055 | <0.0001 | 1.035 | 0.029 | <0.0001 | |
High school | −1.843 | 0.070 | <0.0001 | 0.681 | 0.048 | <0.0001 | |
<High school (Ref.) | |||||||
Region | |||||||
Northeast | 0.816 | 0.015 | <0.0001 | −0.164 | 0.018 | <0.0001 | |
Mid-west | 0.008 | 0.016 | 0.6100 | −0.483 | 0.008 | <0.0001 | |
South | −0.730 | 0.040 | <0.0001 | −0.438 | 0.021 | <0.0001 | |
West (Ref.) | |||||||
Employment | |||||||
Employed | 4.976 | 0.074 | <0.0001 | 2.319 | 0.022 | <0.0001 | |
Not employed (Ref.) | |||||||
Poverty status | |||||||
Poor | −1.902 | 0.080 | <0.0001 | −1.294 | 0.038 | <0.0001 | |
Near Poor | −1.036 | 0.057 | <0.0001 | −0.844 | 0.048 | <0.0001 | |
Middle Income | −0.699 | 0.031 | <0.0001 | 0.563 | 0.021 | <0.0001 | |
High Income (Ref.) | |||||||
Health Insurance | |||||||
Private | 0.414 | 0.064 | <0.0001 | 0.361 | 0.088 | <0.0001 | |
Public | −2.608 | 0.017 | <0.0001 | −1.317 | 0.122 | <0.0001 | |
Uninsured (Ref.) | |||||||
Medication Insurance | |||||||
Medication insurance | 0.165 | 0.065 | 0.0113 | 0.050 | 0.111 | <0.0001 | |
No insurance (Ref.) | |||||||
General health | |||||||
Excellent/very good | 10.780 | 0.076 | <0.0001 | 6.365 | 0.041 | <0.0001 | |
Good | 6.830 | 0.019 | <0.0001 | 4.134 | 0.047 | <0.0001 | |
Fair/poor (Ref.) | |||||||
Physical activity | |||||||
3 times per week | 1.649 | 0.060 | <0.0001 | 0.668 | 0.015 | <0.0001 | |
No exercise (Ref.) | |||||||
Heart | |||||||
Yes | −3.317 | 0.036 | <0.0001 | −0.391 | 0.075 | <0.0001 | |
Hypertension | |||||||
Yes | −0.712 | 0.065 | <0.0001 | 0.364 | 0.012 | <0.0001 | |
Hyperlipidemia | |||||||
Yes | −0.336 | 0.004 | <0.0001 | −0.478 | 0.031 | <0.0001 | |
Asthma | |||||||
Yes | −2.086 | 0.045 | <0.0001 | −1.524 | 0.049 | <0.0001 | |
COPD | |||||||
Yes | −1.867 | 0.066 | <0.0001 | 1.008 | 0.038 | <0.0001 | |
Arthritis | |||||||
Yes | −3.250 | 0.049 | <0.0001 | −0.877 | 0.048 | <0.0001 | |
GERD | |||||||
Yes | −0.916 | 0.087 | <0.0001 | 0.520 | 0.069 | <0.0001 |
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Alwhaibi, M. Depression, Anxiety, and Health-Related Quality of Life in Adults with Type 2 Diabetes. J. Clin. Med. 2024, 13, 6028. https://doi.org/10.3390/jcm13206028
Alwhaibi M. Depression, Anxiety, and Health-Related Quality of Life in Adults with Type 2 Diabetes. Journal of Clinical Medicine. 2024; 13(20):6028. https://doi.org/10.3390/jcm13206028
Chicago/Turabian StyleAlwhaibi, Monira. 2024. "Depression, Anxiety, and Health-Related Quality of Life in Adults with Type 2 Diabetes" Journal of Clinical Medicine 13, no. 20: 6028. https://doi.org/10.3390/jcm13206028
APA StyleAlwhaibi, M. (2024). Depression, Anxiety, and Health-Related Quality of Life in Adults with Type 2 Diabetes. Journal of Clinical Medicine, 13(20), 6028. https://doi.org/10.3390/jcm13206028