Influences of Playfulness on Smartphone Dependency among Upper Grades of Korean Elementary Schoolers
Abstract
:1. Introduction
1.1. Playfulness
1.2. Smartphone Dependency
2. Materials and Methods
2.1. Participants
2.2. Measures
3. Results
3.1. Correlation Analysis
3.2. Multiple Regression Analyses
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Characteristics | Frequency | M | SD |
---|---|---|---|
Age (n = 278) | 11 years old (n = 103, 37.05%) 12 years old (n = 106, 38.12%) 13 years old (n = 69, 24.82%) | 11.93 | 0.87 |
Height (n = 267) | 146.10 cm | 12.31 | |
Weight (n = 258) | 39.11 kg | 8.97 | |
BMI (n = 258) | 18.32 | ||
Gender (n = 276) | Male (n = 126, 45.65%) Female (n = 150, 54.34%) | ||
Father’s Education (n = 264) | Elementary (n = 0, 0.00%) | ||
Middle School (n = 1, 0.37%) | |||
High School (n = 49, 18.56%) | |||
Bachelor’s (n = 197, 74.62 %) | |||
Master’s (n = 15, 5.68%) | |||
Ph.D. (n = 2, 0.75%) | |||
Mother’s Education (n = 262) | Elementary (n = 2, 0.76%) | ||
Middle School (n = 2, 0.76%) | |||
High School (n = 57, 21.75%) | |||
Bachelor’s (n = 196, 74.80%) | |||
Master’s (n = 5, 1.91%) | |||
Ph.D. (n = 0, 0.00%) |
Study Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) Age | 1 | 0.379 ** | 0.279 ** | −0.075 | −0.078 | −0.020 | 0.025 | −0.053 | −0.099 | 0.009 | 0.114 | 0.139 * | 0.194 ** | 0.124 * |
(2) Height | 0.379 ** | 1 | 0.543 ** | −0.074 | 0.008 | −0.003 | 0.050 | −0.025 | 0.045 | 0.102 | 0.076 | 0.074 | 0.108 | 0.083 |
(3) Weight | 0.279 ** | 0.543 ** | 1 | −0.141 * | −0.074 | 0.020 | 0.012 | 0.039 | −0.055 | 0.093 | 0.119 | 0.047 | 0.069 | 0.061 |
(4) Father’s Education | −0.075 | −0.074 | −0.141 * | 1 | 0.460 ** | 0.035 | 0.066 | 0.126* | −0.030 | 0.063 | −0.024 | −0.014 | 0.052 | −0.034 |
(5) Mother’s Education | −0.078 | 0.008 | −0.074 | 0.460 ** | 1 | 0.278 ** | 0.225 ** | 0.172 ** | 0.197 ** | 0.160 * | −0.131 * | −0.086 | −0.128 * | −0.087 |
(6) Physical Animation | −0.020 | −0.003 | 0.020 | 0.035 | 0.278 ** | 1 | 0.648 ** | 0.420 ** | 0.505 ** | 0.440 ** | −0.044 | −0.132 * | −0.095 | −0.081 |
(7) Social Engagement | 0.025 | 0.050 | 0.012 | 0.066 | 0.225 ** | 0.648 ** | 1 | 0.602 ** | 0.636 ** | 0.641 ** | −0.008 | −0.018 | −0.025 | 0.075 |
(8) Mental Spontaneity | −0.053 | −0.025 | 0.039 | 0.126 * | 0.172 ** | 0.420 ** | 0.602 ** | 1 | 0.581 ** | 0.523 ** | −0.106 | −0.040 | −0.023 | −0.019 |
(9) Emotional Fluidity | −0.099 | 0.045 | −0.055 | −0.030 | 0.197 ** | 0.505 ** | 0.636 ** | 0.581 ** | 1 | 0.536 ** | −0.123 * | −0.171 ** | −0.166 ** | −0.091 |
(10) Humorous Perspective | 0.009 | 0.102 | 0.093 | 0.063 | 0.160 * | 0.440 ** | 0.641 ** | 0.523 ** | 0.536 ** | 1 | −0.005 | −0.015 | −0.014 | 0.031 |
(11) Disturbance of adaptive functions | 0.114 | 0.076 | 0.119 | −0.024 | −0.0131 * | −0.044 | −0.008 | −0.106 | −0.123 * | −0.005 | 1 | 0.360 ** | 0.490 ** | 0.650 ** |
(12) Virtual Life Orientation | 0.139 * | 0.074 | 0.047 | −0.014 | −0.086 | −0.132 * | −0.018 | −0.040 | −0.171 ** | −0.015 | 0.360 ** | 1 | 0.659 ** | 0.377 ** |
(13) Withdrawal | 0.194 ** | 0.108 | 0.069 | 0.052 | −0.128 * | −0.095 | −0.025 | −0.023 | −0.166 ** | −0.014 | 0.490 ** | 0.659 ** | 1 | 0.446 ** |
(14) Tolerance | 0.124 * | 0.083 | 0.061 | −0.034 | −0.087 | −0.081 | 0.075 | −0.019 | −0.091 | 0.031 | 0.650 ** | 0.377 ** | 0.446 ** | 1 |
DV | IV | β | t | MT | VIF | F | R2 |
---|---|---|---|---|---|---|---|
Disturbance of Adaptive Functions (M = 1.85, SD = 0.62, N = 256) | Physical Animation (M = 3.62, SD = 0.95) | −0.041 | −0.500 | 0.573 | 1.745 | 1.387 | 0.027 |
Social Engagement (M = 3.70, SD = 0.87) | 0.102 | 0.962 | 0.350 | 2.860 | |||
Mental Spontaneity (M = 3.59, SD = 0.81) | −0.101 | −1.210 | 0.561 | 1.784 | |||
Emotional Fluidity (M = 3.77, SD = 0.84) | −0.148 | −1.693 | 0.511 | 1.956 | |||
Humorous Perspective (M = 3.13, SD = 1.00) | 0.091 | 1.072 | 0.542 | 1.845 | |||
Virtual Life Orientation (M = 1.30, SD = 0.50, N = 256 ) | Physical Animation (M = 3.62, SD = 0.95) | −0.185 | −2.283 * | 0.574 | 1.743 | 3.314 ** | 0.062 |
Social Engagement (M = 3.70, SD = 0.87) | 0.225 | 2.184 * | 0.353 | 2.834 | |||
Mental Spontaneity (M = 3.59, SD = 0.81) | −0.002 | −0.023 | 0.565 | 1.769 | |||
Emotional Fluidity (M = 3.77, SD = 0.84) | −0.243 | −2.834 ** | 0.509 | 1.963 | |||
Humorous Perspective (M = 3.13, SD = 1.00) | 0.057 | 0.684 | 0.550 | 1.819 | |||
Withdrawal (M = 1.33, SD = 0.51, N = 256) | Physical Animation (M = 3.62, SD = 0.95) | −0.106 | −1.298 | 0.571 | 1.752 | 2.60 * | 0.049 |
Social Engagement (M = 3.70, SD = 0.87) | 0.159 | 1.531 | 0.350 | 2.860 | |||
Mental Spontaneity (M = 3.59, SD = 0.81) | 0.037 | 0.447 | 0.561 | 1.783 | |||
Emotional Fluidity (M = 3.77, SD = 0.84) | −0.264 | −3.080 ** | 0.514 | 1.945 | |||
Humorous Perspective (M = 3.13, SD = 1.00) | 0.064 | 0.767 | 0.545 | 1.836 | |||
Tolerance (M = 1.85, SD = 0.71, N = 256 ) | Physical Animation (M = 3.62, SD = 0.95) | −0.198 | −2.430 * | 0.571 | 1.751 | 2.81 * | 0.053 |
Social Engagement (M = 3.70, SD = 0.87) | 0.296 | 2.833 ** | 0.348 | 2.877 | |||
Mental Spontaneity (M = 3.59, SD = 0.81) | −0.051 | −0.612 | 0.556 | 1.800 | |||
Emotional Fluidity (M = 3.77, SD = 0.84) | −0.165 | −1.923 | 0.514 | 1.945 | |||
Humorous Perspective (M = 3.13, SD = 1.00) | 0.045 | 0.539 | 0.541 | 1.847 |
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Kim, S.E.; Kang, H.-K. Influences of Playfulness on Smartphone Dependency among Upper Grades of Korean Elementary Schoolers. Int. J. Environ. Res. Public Health 2022, 19, 7185. https://doi.org/10.3390/ijerph19127185
Kim SE, Kang H-K. Influences of Playfulness on Smartphone Dependency among Upper Grades of Korean Elementary Schoolers. International Journal of Environmental Research and Public Health. 2022; 19(12):7185. https://doi.org/10.3390/ijerph19127185
Chicago/Turabian StyleKim, Seong Eon, and Hyoung-Kil Kang. 2022. "Influences of Playfulness on Smartphone Dependency among Upper Grades of Korean Elementary Schoolers" International Journal of Environmental Research and Public Health 19, no. 12: 7185. https://doi.org/10.3390/ijerph19127185
APA StyleKim, S. E., & Kang, H. -K. (2022). Influences of Playfulness on Smartphone Dependency among Upper Grades of Korean Elementary Schoolers. International Journal of Environmental Research and Public Health, 19(12), 7185. https://doi.org/10.3390/ijerph19127185