A Sense of Belonging and Help Seeking: Examining Factors Related to the Mental Health of High School Students with High Autistic Traits without Diagnosis
Abstract
:1. Introduction
2. Methods
2.1. Sample and Data Collection
2.2. Ethical Considerations
2.3. Questionnaire Variables (Items)
2.3.1. Physical Problems
2.3.2. Athens Insomnia Scale
2.3.3. Help-Seeking Behavior
2.3.4. School Membership Scale
2.3.5. Autism Spectrum Quotient Japanese Version (AQ-J-16; Abbreviated Version)
2.3.6. General Health Questionnaire-12 (GHQ12)
2.4. Statistical Analysis
3. Results
Variables | Model 1 | Model 2 | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Partial Regression Coefficient B | Coefficient β | p-Value | Standard Error | 95%CI | Partial Regression Coefficient B | Coefficient β | p-Value | Standard Error | 95%CI | |
Gender (male = 1, female = 0) | 0.686 | 0.058 | 0.093 | 0.407 | −0.114–1.487 | 0.698 | 0.059 | 0.086 | 0.407 | 0.100–1.497 |
Physical problems:number of items answered “yes” | 0.353 | 0.151 | <0.001 | 0.085 | 0.185–0.520 | 0.358 | 0.153 | <0.001 | 0.085 | 0.190–0.525 |
Athens insomnia score (Higher scores indicate severe insomnia) | 0.654 | 0.314 | <0.001 | 0.078 | 0.501–0.806 | 0.646 | 0.310 | <0.001 | 0.078 | 0.493–0.798 |
Help-seeking style | ||||||||||
Excessive (range 4–28) | 0.081 | 0.090 | 0.014 | 0.033 | 0.016–0.145 | 0.080 | 0.089 | 0.0.15 | 0.033 | 0.0.16–0.144 |
Avoidance (range 4–28) * | 0.090 | 0.102 | 0.006 | 0.033 | 0.026–0.154 | 0.089 | 0.100 | 0.006 | 0.032 | 0.025–0.153 |
Independent (range 4–28) | −0.003 | −0.003 | 0.920 | 0.032 | −0.066–0.060 | −0.004 | −0.004 | 0.903 | 0.032 | −0.066–0.059 |
School Membership Scale | ||||||||||
Accepted by Students (range 4–20) | −0.313 | −0.173 | <0.001 | 0.082 | −0.474–−0.150 | −0.153 | −0.171 | <0.001 | 0.082 | −0.469–−0.150 |
Accepted by Teachers (range 5–25) | −0.192 | −0.118 | 0.002 | 0.062 | −0.314–−0.070 | −0.070 | −0.117 | 0.002 | 0.062 | −0.312–−0.070 |
Belonging to School (range 4–20) | −0.116 | −0.057 | 0.189 | 0.088 | −0.290–0.047 | 0.057 | −0.062 | 0.151 | 0.088 | −0.300–0.047 |
AQ-J16 (range 0.16) * | 0.190 | 0.080 | 0.021 | 0.082 | 0.026–0.351 | 0.195 | 0.083 | 0.017 | 0.082 | 0.035–0.356 |
Added for Model 2 | ||||||||||
AQ-J16×Avoidance {Help-seeking style) | 0.025 | 0.067 | 0.039 | 0.0.12 | 0.001–0.050 | |||||
R2 | 0.411 | 0.415 | ||||||||
∆R2 = 0.004 (p = 0.039) |
4. Discussion
Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variables | High Autistic Traits Group AQ-J16 ≥ 9 n = 129 | Control Group (Low Autistic Traits) AQ-J16 ≤ 8 n = 479 | t-Test p-Value |
---|---|---|---|
n (%), Average Score, ±SD | |||
Attributes and Characteristics | |||
Male | 66 (23.2) | 219 (76.8) | 0.273 (χ2-test) |
Female | 62 (19.3) | 260 (80.7) | |
1st Grade (15–16 years old) | 46 (21.4) | 169 (78.6) | 0.761 (χ2-test) |
2nd Grade (16–17 years old) | 38 (19.6) | 156 (80.4) | |
3rd Grade (17–18 years old) | 45 (22.6) | 154 (77.4) | |
Physical problems: number of items answered “yes” | 2.74 ± 2.53 | 2.78 ± 2.46 | 0.690 |
Athens Insomnia Score | 4.34 ± 2.90 | 4.22 ± 2.95 | 0.875 |
Help-seeking style | |||
Excessive (range 4–28) | 10.26 ± 6.12 | 11.36 ± 6.67 | 0.091 |
Avoidance (range 4–28) | 13.81 ± 6.66 | 11.36 ± 6.68 | 0.051 |
Independent (range 4–28) | 17.16 ± 6.02 | 18.49 ± 5.96 | 0.024 |
School Membership Scale | |||
Accepted by Students (range 4–20) | 13.83 ± 3.40 | 15.08 ± 3.18 | <0.001 |
Accepted by Teachers (range 5–25) | 14.91 ± 3.82 | 15.30 ± 3.59 | 0.290 |
Belonging to School (range 4–20) | 12.40 ± 2.72 | 13.88 ± 2.84 | <0.001 |
GHQ (range 12–48) | 27.17 ± 6.07 | 26.26 ± 5.78 | 0.132 |
High Autistic Traits Group n = 119 | Control Group (Low Autistic Traits) n = 444) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
AQ-J16 ≥ 9 | AQ-J16 ≤ 8, | |||||||||||
Variables | Univariate | Multivariate | Univariate | Multivariate | ||||||||
Coefficient β | p-Value | Coefficient β | p-Value | Standard Error | 95%CI | Coefficient β | p-Value | Coefficient β | p-Value | Standard Error | 95%CI | |
Gender (male = 1, female = 0) | 0.120 | <0.001 | 0.004 | 0.951 | 0.877 | −1.686–1.793 | 0.182 | <0.001 | 0.069 | 0.084 | 0.466 | −0.108–1.722 |
Physical problems: number of items answered “yes” | 0.319 | <0.001 | 0.188 | 0.011 | 0.173 | 0.103–0.788 | 0.407 | <0.001 | 0.146 | 0.001 | 0.101 | 0.138–0.536 |
Athens insomnia score (Higher scores indicate severe insomnia) | 0.491 | <0.001 | 0.288 | <0.001 | 0.152 | 0.292–0.893 | 0.497 | <0.001 | 0.324 | <0.001 | 0.092 | 0.498–0.857 |
Help-seeking style | ||||||||||||
Excessive (range 4–28) | 0.002 | 0.979 | 0.130 | 0.100 | 0.076 | −0.025–0.278 | 0.065 | 0.155 | 0.077 | 0.068 | 0.037 | −0.005–0.140 |
Avoidance (range 4–28) | 0.450 | <0.001 | 0.236 | 0.004 | 0.076 | 0.071–0.371 | 0.177 | <0.001 | 0.066 | 0.120 | 0.037 | −0.0.15–0.129 |
Independent (range 4–28) | 0.109 | 0.223 | 0.066 | 0.336 | 0.068 | −0.069–0.201 | −0.118 | 0.0.10 | −0.036 | 0.341 | 0.037 | −0.107–0.037 |
School Membership Scale | ||||||||||||
Accepted by Students (range 4–20) | −0.498 | <0.001 | −0.228 | 0.009 | 0.160 | −0.742–−0.110 | −0.429 | <0.00.1 | −0.173 | <0.001 | 0.095 | −0.501–−0.128 |
Accepted by Teachers (range 5–25) | −0.461 | <0.001 | −0.175 | 0.031 | 0.129 | −0.536–−0.030 | −0.322 | <0.001 | −0.088 | 0.050 | 0.072 | −0.284–0.00.0 |
Belonging to School (range 4–20) | −0.384 | <0.001 | −0.026 | 0.757 | 0.190 | −0.434–0.317 | −0.40.1 | <0.001 | −0.079 | 0.115 | 0.102 | −0.362–0.040 |
R2 | 0.468 | 0.388 | ||||||||||
p < 0.001 | p < 0.001 |
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Omiya, T.; Deguchi, N.K.; Asakura, T. A Sense of Belonging and Help Seeking: Examining Factors Related to the Mental Health of High School Students with High Autistic Traits without Diagnosis. Children 2023, 10, 1927. https://doi.org/10.3390/children10121927
Omiya T, Deguchi NK, Asakura T. A Sense of Belonging and Help Seeking: Examining Factors Related to the Mental Health of High School Students with High Autistic Traits without Diagnosis. Children. 2023; 10(12):1927. https://doi.org/10.3390/children10121927
Chicago/Turabian StyleOmiya, Tomoko, Naoko Kumada Deguchi, and Takashi Asakura. 2023. "A Sense of Belonging and Help Seeking: Examining Factors Related to the Mental Health of High School Students with High Autistic Traits without Diagnosis" Children 10, no. 12: 1927. https://doi.org/10.3390/children10121927
APA StyleOmiya, T., Deguchi, N. K., & Asakura, T. (2023). A Sense of Belonging and Help Seeking: Examining Factors Related to the Mental Health of High School Students with High Autistic Traits without Diagnosis. Children, 10(12), 1927. https://doi.org/10.3390/children10121927