Submitted:
20 June 2026
Posted:
26 June 2026
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Design and Context
2.2. Variables of Interest
2.3. Analytic and Sample Considerations
3. Results
3.1. Sample Characteristics
3.2. Bivariate Associations
3.3. Stratified Analyses by Gender and Age
3.4. Multivariable Analyses
3.5. Gender Differences in Contextual Factors
4. Discussion
5. Strengths and Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variable | Category | Pre-imputation n (%) |
Post-imputation n (%) |
|---|---|---|---|
| Age | 13 | 1 (1.5%) | 1 (1.5%) |
| 14 | 35 (54.6%) | 35 (54.6%) | |
| 15 | 15 (23.4%) | 15 (23.4%) | |
| 16 | 1 (1.5%) | 1 (1.5%) | |
| 17 | 1 (1.5%) | 1 (1.5%) | |
| 18 | 11 (17.2%) | 11 (17.2%) | |
| Gender | Female | 32 (50.0%) | 34 (53.1%) |
| Male | 26 (40.6%) | 30 (46.9%) | |
| Missing | 6 (9.4%) | - | |
| Parent Education | Low | 48 (75.0%) | 48 (75.0%) |
| High | 10 (15.6%) | 16 (25.0%) | |
| Missing | 6 (9.4%) | - | |
| Household Income | Low | 13 (20.3%) | 36 (56.2%) |
| High | 4 (6.3%) | 28 (43.8%) | |
| Missing | 47 (73.4%) | - | |
| Missing | 33 (51.6%) | - | |
| Weekly Physical Activity | Low (0-2 days) | 18 (28.1%) | 25 (39.1%) |
| High (3 or more days) | 31 (48.4%) | 39 (60.9%) | |
| Missing | 15 (23.4%) | - | |
| Sense of Belonging | Low | 23 (35.9%) | 25 (39.1%) |
| High | 38 (59.4%) | 39 (60.9%) | |
| Missing | 3 (4.7%) | - |
| Predictor | OR | 95% CI | p-value |
|---|---|---|---|
| Alcohol Use |
0.31 | 0.09–0.96 | 0.042 |
| Weekly Physical Activity |
1.48 | 0.48–4.61 | 0.609 |
| Land-Based Activity |
0.88 | 0.30–2.63 | 1.000 |
| Outcome Variable | Stratified By Gender | Predictor Variable | N | OR | 95% CI | p-value |
|---|---|---|---|---|---|---|
|
Mental Health |
Female (0) |
Alcohol Use |
34 |
0.44 |
0.07 – 2.52 |
.434 |
| Male (1) | 30 | 0.32 | 0.04 – 2.03 | .236 | ||
|
Mental Health |
Female (0) |
Land-Based Activity |
34 |
0.59 |
0.08 – 3.40 |
.705 |
| Male (1) |
30 | 0.39 | 0.03 – 2.80 | .419 |
| Variable | Female (N = 34) | Male (N = 30) |
|---|---|---|
| Positive Mental Health, n (%) | 11 (32.4%) | 21 (70.0%) |
| Land-Based Activity Participation, n (%) | 12 (35.3%) | 19 (63.3%) |
| Alcohol Use, n (%) | 23 (67.6%) | 14 (46.7%) |
| Variable | 13–15 Years (N = 51) | 16–18 Years (N = 13) |
|---|---|---|
| Positive Self-Reported Mental Health, n (%) |
24 (47.1%) | 8 (61.5%) |
| Land-Based Activity Participation, n (%) |
22 (43.1%) | 9 (69.2%) |
| Alcohol Use, n (%) |
27 (52.9%) | 10 (76.9%) |
| Outcome Variable | Stratified by Age Group | Predictor Variable | OR | 95% CI | p-value | N |
|---|---|---|---|---|---|---|
|
Mental Health |
Ages 13–15 |
Alcohol Use |
0.31 | 0.08 – 1.09 | .051 | 51 |
| Ages 16–18 | 0.00 | 0.00 – 3.76 | .231 | 13 | ||
|
Suicidal Ideation |
Ages 13–15 |
Mental Health |
0.17 | 0.04 – 0.65 | .005 | 51 |
| Ages 16–18 | 0.18 | 0.00 – 2.97 | .266 | 13 |
| Predictor | OR | 95% CI | p |
|---|---|---|---|
| Alcohol Use | 0.64 | 0.10-3.93 | .631 |
| Gender (Male) | 4.99 | 1.65-15.10 | .004 |
| Outcome Variable | OR | 95% CI | p-value |
|---|---|---|---|
| Mental Health |
4.75 | 1.50 – 16.21 | 0.005 |
| Suicidal Ideation |
0.68 | 0.23 – 2.04 | 0.465 |
| Land-Based Activity |
3.11 | 1.02 – 10.00 | 0.044 |
| Alcohol Use |
0.42 | 0.13 – 1.29 | 0.129 |
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