A Cross-Sectional Study on the Relationship Between Social Media Use and Frailty Among the Older People in Japan
Abstract
:1. Introduction
2. Theoretical Background
2.1. Theoretical Models of Frailty
2.2. Social Media Use and Frailty
2.3. Psychological and Social Factors
2.4. Lifestyle Factors: Diet, Exercise, and Sleep
2.5. Oral Health and Frailty
3. Materials and Methods
3.1. Study Sample
3.2. Measures
3.3. Statistical Analysis
4. Results
4.1. Demographic Characteristics
4.2. Ordinal Logistic Regression Analysis
5. Discussion
6. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Total | Frailty | Pre-Frailty | Non-Frailty | p Value |
---|---|---|---|---|---|
Age | 76.56 | 78.42 | 76.07 | 75.96 | 0.377 |
Gender | 0.890 | ||||
Male | 52 (51%) | 12 (50%) | 12 (46%) | 28 (55%) | |
Female | 49 (49%) | 12 (50%) | 14 (54%) | 23 (45%) | |
Household income | 387.35 (300, 259.29) | 345.95 (300, 222.85) | 374.05 (300, 288.72) | 415.37 (350, 263.66) | 0.592 |
Education | 0.386 | ||||
Junior High School or Below | 4 (4%) | 1 (4%) | 1 (4%) | 2 (4%) | |
Vocational School/Junior College Graduates | 45 (44%) | 13 (54%) | 13 (48%) | 19 (37%) | |
High School Graduates | 17 (17%) | 2 (8%) | 2 (7%) | 13 (25%) | |
University/Graduate School Graduates | 37 (36%) | 8 (33%) | 11 (41%) | 18 (35%) | |
Do you like or share posts on social media? | 2.22 (1.5, 1.33) | 1.54 (1, 1.10) | 2.65 (3, 1.32) | 2.32 (2, 1.33) | <0.05 |
Do you think you can express your feelings and thoughts on social media? | 2.06 (1.5, 1.19) | 1.5 (1, 0.88) | 2.43 (3, 1.31) | 2.17 (2, 1.19) | <0.01 |
Do you think you understand other people’s feelings and thoughts on social media? | 2.25 (3, 1.11) | 1.58 (1, 0.97) | 2.56 (3, 0.87) | 2.43 (3, 1.17) | <0.01 |
Do you think you interact with others in a friendly manner on social media? | 2.28 (2, 1.27) | 1.58 (1, 1.18) | 2.57 (3, 1.12) | 2.5 (3, 1.28) | <0.01 |
Do you think you socialize with friends? | 3.22 (3, 0.76) | 2.87 (3, 0.63) | 3.04 (3, 0.90) | 3.47 (4, 0.64) | <0.01 |
Are you satisfied with face-to-face communication? | 3 (3, 0.47) | 2.67 (3, 0.64) | 2.96 (3, 0.20) | 3.18 (3, 0.39) | <0.01 |
Do you often engage in your favorite leisure activities? | 2.99 (3, 0.92) | 2.45 (3, 1.18) | 2.85 (3, 0.88) | 3.3 (3, 0.68) | <0.01 |
Variable | Estimate | Std. Error | Z Value | Pr [>|z|] | Odds Ratio | 95% CI Lower | 95% CI Upper | |
---|---|---|---|---|---|---|---|---|
Relieving stress | −1.643 | 0.672 | −2.445 | 0.015 | * | 0.193 | 0.047 | 0.674 |
Actively engaging in non-work-related activities | −2.312 | 0.918 | −2.808 | 0.005 | ** | 0.099 | 0.014 | 0.557 |
Participating in community activities | −1.440 | 0.513 | 2.207 | 0.027 | * | 0.237 | 0.079 | 0.613 |
Feelings of alienation | 1.558 | 0.706 | −0.216 | 0.829 | 4.750 | 1.253 | 20.57 | |
Satisfied with favorite leisure activities | −0.151 | 0.699 | −2.709 | 0.007 | ** | 0.860 | 0.209 | 3.381 |
Satisfied with face-to-face communication | −3.043 | 1.123 | −2.52 | 0.012 | * | 0.048 | 0.004 | 0.341 |
Belief in one’s ability to express feelings and thoughts on social media | 1.136 | 0.528 | 2.149 | 0.031 | * | 3.110 | 1.149 | 9.357 |
Understanding others on social media | −1.791 | 0.677 | −2.647 | 0.008 | ** | 0.170 | 0.040 | 0.580 |
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Nakada, Y.; Seo, Y. A Cross-Sectional Study on the Relationship Between Social Media Use and Frailty Among the Older People in Japan. Int. J. Environ. Res. Public Health 2025, 22, 142. https://doi.org/10.3390/ijerph22020142
Nakada Y, Seo Y. A Cross-Sectional Study on the Relationship Between Social Media Use and Frailty Among the Older People in Japan. International Journal of Environmental Research and Public Health. 2025; 22(2):142. https://doi.org/10.3390/ijerph22020142
Chicago/Turabian StyleNakada, Yuki, and Yuna Seo. 2025. "A Cross-Sectional Study on the Relationship Between Social Media Use and Frailty Among the Older People in Japan" International Journal of Environmental Research and Public Health 22, no. 2: 142. https://doi.org/10.3390/ijerph22020142
APA StyleNakada, Y., & Seo, Y. (2025). A Cross-Sectional Study on the Relationship Between Social Media Use and Frailty Among the Older People in Japan. International Journal of Environmental Research and Public Health, 22(2), 142. https://doi.org/10.3390/ijerph22020142