Submitted:
08 July 2026
Posted:
09 July 2026
You are already at the latest version
Abstract
Keywords:
Introduction
Methods
Study Design
Measurements
Sociodemographic Characteristics
Social Media Addiction
Social Media Fatigue
Anxiety and Depression
Loneliness
Ethical Issues
Statistical Analysis
Results
Sociodemographic Characteristics
Study Scales
Dependent Variable: Anxiety
Dependent Variable: Depression
Dependent Variable: Loneliness
Discussion
Funding
Competing Interests
Conflict of Interest
Ethical Approval
References
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| Characteristics | N | % |
|---|---|---|
| Sex | ||
| Males | 157 | 42.9 |
| Females | 209 | 57.1 |
| Age, mean, standard deviation | 45.2 | 7.1 |
| Educational level | ||
| High school | 153 | 41.8 |
| College degree | 213 | 58.2 |
| Financial status, mean, standard deviation | 6.6 | 1.5 |
| Scale | Mean | Standard deviation | Median | Interquartile range |
|---|---|---|---|---|
| Patient Health Questionnaire-4 | ||||
| Anxiety | 2.51 | 1.60 | 2 | 2 |
| Depression | 1.99 | 1.58 | 2 | 2 |
| UCLA 3-Item Loneliness Scale | 4.96 | 1.73 | 5 | 3 |
| Social Media Fatigue Scale-3 items | 9.98 | 3.07 | 10 | 4 |
| Bergen Social Media Addiction Scale | 13.59 | 5.15 | 13 | 8 |
| Independent variables | Adjusted coefficient beta | 95% CI for beta | P-value |
|---|---|---|---|
| Social Media Fatigue Scale-3 items | 0.081 | 0.046 to 0.117 | <0.001 |
| Bergen Social Media Addiction Scale | 0.066 | 0.044 to 0.087 | <0.001 |
| Independent variables | Adjusted coefficient beta | 95% CI for beta | P-value |
|---|---|---|---|
| Social Media Fatigue Scale-3 items | 0.092 | 0.057 to 0.127 | <0.001 |
| Bergen Social Media Addiction Scale | 0.085 | 0.064 to 0.106 | <0.001 |
| Independent variables | Adjusted coefficient beta | 95% CI for beta | P-value |
|---|---|---|---|
| Social Media Fatigue Scale-3 items | 0.063 | 0.025 to 0.102 | <0.001 |
| Bergen Social Media Addiction Scale | 0.105 | 0.082 to 0.128 | <0.001 |
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