Submitted:
09 April 2025
Posted:
10 April 2025
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Survey Instrument
2.3. Variables and Categorization
2.4. Statistical Analysis
3. Results
3.1. Demographic and Anthropometric Characteristics
3.2. Frequency of SSB Consumption
3.3. Associations between Frequency of SSB Consumption and the Sociodemographic Factors
3.4. Behavior Towards SSB Consumption and Awareness of Health Risks
3.5. Sugar Intake from SSBs
3.6. Associations Between Sugar Intake from SSBs and Gender, Age, BMI, Major Area of Study, Allowance Money, Awareness of Disease Risk, and Behavior Towards Sugary Drinks
3.7. Regression Analysis of Sugar Intake from SSBs with Independent Variables and the Awareness of Disease Risk and Behavior Towards SSBs
4. Discussion
4.1. Strengths and Limitations
4.2. Implications for Public Health and Future Research Prospects:
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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|
Variables |
Female n=331 (81%) |
Male n=80 (19%) |
Total n=411 (100%) |
|---|---|---|---|
|
Age n (%) 18-25 26-35 |
262 (79.2) 69 (20.8) |
50 (62.5) 30 (37.5) |
312 (75.9) 99 (24.1) |
|
Anthropometrics mean ± SD Height a, cm Weight,b kg BMI,c kg/m2 |
158.75 ± 8.42 62.13 ± 14.99 24.63 ± 5.31 |
174.34 ± 6.67 87.02 ± 30.69 28.73 ± 10.66 |
161.80 ± 10.19 66.99 ± 21.45 25.44 ± 6.88 |
|
Study Major, n (%) Health Sciences Non-Health Sciences |
147 (44.4) 184 (55.6) |
12 (15.0) 68 (85.0) |
159 (38.7) 252 (61.3) |
|
Allowance money, d n (%) < 50-100 KD 101-200 KD 201-300 KD 301 KD and more |
82 (25.2) 167 (51.2) 54 (16.6) 23 (7.1) |
18 (23.7) 27 (35.5) 24 (31.6) 7 (9.2) |
100 (24.9) 194 (48.3) 78 (19.4) 30 (7.5) |
|
BMI e (kg/m2 ) n (%) ≤ 25 >25 |
194 (59.0) 135 (41.0) |
32 (40.0) 48 (60.0) |
226 (55.3) 183 (44.7) |
| SSBs | ≤1/month n (%) |
≤1/week n (%) |
2-4 /week n (%) |
5-6 /week n (%) |
≥7/week n (%) | Total n (%) | Total n (%) |
||
|---|---|---|---|---|---|---|---|---|---|
| Non-Consumers* |
Consumers** |
||||||||
| Regular Sodaa | 115 (28) | 102 (35) | 66 (23) | 29 (10) | 92 (32) | 289 (71.5) | 404 (98.3) | ||
| Energy Drinksb | 291 (72) | 67 (58) | 20 (17) | 5 (4) | 23 (21) | 115 (28.3) | 406 (98.8) | ||
| Sports Drinksc | 359 (89) | 26 (60) | 9 (21) | 4 (10) | 4 (9) | 43 (10.7) | 402 (97.8) | ||
| Sweetened Iced Tea d | 273 (67) | 83 (61) | 26 (19) | 9 (7) | 17 (13) | 135 (33.1) | 408 (99.3) | ||
| Daily Sugar Consumed (g) by SSB Type | ||
| SSB (n, %) | Median |
IQR [25%, 75%] |
| Regular Soda (337, 87) | 38.10 | [14.04, 56.29] |
| Energy Drinks (164, 42.4) | 11.49 | [4.66, 15.47] |
| Sports Drinks (66, 16.9) | 9.59 | [4.26, 13.66] |
| Sweet Iced Tea (192, 49.7) | 5.37 | [3.71, 6.46] |
| Daily Total Sugar Intake (Z-Scores) | ||
| High intake (n=160, 41.6%) | 0.70 | [0.38, 1.36] |
| Low intake (n=226, 58.4%) | -0.58 | [-0.87, -0.32] |
| Z-Score from all SSBs (n=387, 100%) | -0.24 | [-0.68, 0.48] |
| (A) | |||
| Variables | Low intake | High intake | χ2, P, Cramer’s V |
| Gender, n (%) |
14.25, <0.001, 0.19 |
||
| Females | 218 (68.3) | 101 (31.7) | |
| Males | 30 (44.1) | 38 (55.9) | |
|
Age (years), n (%) 18-25 26-35 |
183 (61.0) 65 (74.7) |
117 (39.0) 22 (25.3) |
4.01, <0.04, 0.04 |
|
BMI (kg/m2), n (%) ≤ 25 >25 |
143(66.8) 104 (60.8) |
71(33.2) 69 (39.2) |
1.48, 0.23, 0.06 |
|
Study Major, n (%) Health Sciences Non-Health Sciences |
114 (77.6) 134 (55.8) |
33 (22.4) 106 (44.2) |
16.64, <0.001,0.21 |
|
AM a, KD b, n (%) < 50-100 101-200 200-300 301 and above |
62 (70.5) 115(63.2) 39 (59.1) 13 (72.2) |
26 (29.5) 67 (36.8) 27 (40.9) 5 (27.8) |
2.05, 0.56, 0.07 |
| (B) | |||
| Variables | Low Intake | High Intake | χ2, P, Cramer’s V |
|
Obesity, n (%) Yes No |
238 (63.5) 5 (41.7) |
137 (36.5) 7 (58.3) |
15.27, <0.001, 0.184 |
|
Type 2 Diabetea, n (%) Yes No |
234 (62.9) 6 (40.0) |
138 (37.1) 9 (60.0) |
2.10, 0.020, 0.124 |
|
CardiovasculaDiseases n (%) Yes No |
211 (62.2) 28 (58.3) |
128 (37.8) 20 (41.7) |
2.06, 0.563, 0.033 |
|
Kidney Diseases n (%) Yes No |
211 (63.0) 31 (59.6) |
124 (37.0) 21 (40.4) |
1.74, 0.532, 0.050 |
|
NAFLD c, n (%) Yes No |
185 (62.2) 54 (60.7) |
113 (37.9) 35 (39.3) |
0.20, 0.532, 0.018 |
|
Tooth Decay, n (%) Yes No |
235 (63.2) 5 (33.3) |
137 (36.8) 10 (66.7) |
4.25, 0.03, 0.134 |
|
Aware of Sugar Content of SSBs, n (%) Yes No |
157 (68.3) 90 (57.3) |
73 (31.7) 67 (42.7) |
4.25, 0.048, 0.039 |
|
Preference for Unsweetened Juices, n (%) Yes No |
167 (69.0) 73 (50.3) |
75 (31.0) 72 (49.7) |
14.88, <0.001, 0.192 |
| Dependent Variable, High sugar from SSBs =1 |
B | S.E. | Wald | df | Sig. | Exp (B) | 95% CL Lower Upper |
Nagelkerke R Square |
|---|---|---|---|---|---|---|---|---|
| Can frequent intake of SSBs increase the risk of obesity? | -1.95 | .57 | 11.65 | 1 | <.001 | .142 | 0.046 0.435 |
.144 |
| Can frequent intake of SSBs increase the risk of T2DM? | .39 | .55 | .49 | 1 | .486 | 1.470 | 0.497 4.351 |
. 022 |
| Can frequent intake of SSBs increase the risk of CVD? | -.05 | .35 | .02 | 1 | .883 | .949 | 0.477 1.892 |
.012 |
| Can frequent intake of SSBs increase the risk of KD? | -.19 | .36 | .26 | 1 | .608 | .830 | 0.408 1.691 |
.001 |
| Can frequent intake of SSBs increase the risk of NAFLD? | .27 | .29 | .85 | 1 | .357 | 1.304 | 0.741 2.293 |
.007 |
| Can frequent intake of SSBs increase the risk of TD? | -.54 | .47 | 1.34 | 1 | .247 | .580 | 0.231 1.458 |
.013 |
| Do you know how much sugar is in SSBs? | -.43 | .21 | 4.23 | 1 | .040 | .653 | 0.435 0.980 |
.106 |
| Do you prefer sweetened fruit juices? | -.81 | .22 | 14.63 | 1 | <.001 | .447 | 0.295 0.675 |
.143 |
| Dependent Variable: High sugar from SSBs =1 |
B | S.E. | Wald | df | Sig. | Exp (B) | 95% CL Lower Upper |
Nagelkerke R Square |
|---|---|---|---|---|---|---|---|---|
| Can frequent intake of SSBs increase of risk of obesity? | -1.79 | .59 | 9.06 | 1 | .003 | .167 | 0.052 0.536 |
.144 |
| Age =1 | -.78 | .27 | 8.07 | 1 | .005 | .460 | 0.269 0.786 |
|
| Gender =1 | .87 | .28 | 9.95 | 1 | .002 | 2.378 | 1.388 4.074 |
|
| Non-health Sciences = 1 | .77 | .236 | 10.71 | 1 | .001 | 2.165 | 1.363 3.439 |
|
| Do you know how much sugar is in SSBs? | -.43 | .21 | 4.23 | 1 | .040 | .653 | 0.435 0.980 |
.106 |
| Age =1 | -.79 | .27 | 8.49 | 1 | .004 | .455 | 0.268 0.733 |
|
| Gender =1 | .88 | .27 | 10.59 | 1 | .001 | 2.412 | 1.420 4.098 |
|
| Non-health Sciences =1 | .83 | .23 | 12.63 | 1 | <.001 | 2.293 | 1.451 3.624 |
|
| Your preference for fruit juices? | -.69 | .22 | 10.02 | 1 | .002 | .498 | 0.323 0.767 |
.118 |
| Age =1 | -.74 | .27 | 7.25 | 1 | .007 | .478 | 0.279 0.818 |
|
| Gender =1 | .89 | .28 | 10.65 | 1 | .001 | 2.456 | 1.432 4.212 |
|
| Non-health Sciences =1 | .74 | .24 | 9.62 | 1 | .002 | 2.087 | 1.311 3.322 |
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