The Relationship Between Student Well-Being and Teacher–Student and Student–Student Relationships: A Longitudinal Approach Among Secondary School Students in Switzerland
Abstract
:1. Introduction
1.1. Student Well-Being
1.2. Teacher–Student Relationships
1.3. Student–Student Relationships
1.4. Linking Teacher–Student Relationships and Student–Student Relationships
1.5. The Present Study
- (1)
- How do StudWB, closeness and conflict in TSRs, and cohesion in SSRs interact with each other over time?
- (2)
- How are closeness and conflict in TSRs and cohesion in SSRs related over time?
2. Materials and Methods
2.1. Measures
2.1.1. Student Well-Being
2.1.2. Teacher–Student Relationships
2.1.3. Student–Student Relationships
2.2. Statistical Analysis
3. Results
3.1. Descriptive Statistics, Bivariate Correlations, Multivariate Normality Testing, and Multicollinearity
3.2. Confirmatory Factor Analysis
3.3. Intraclass Correlation
3.4. Measurement Invariance
3.5. Structural Equation Models
3.5.1. Positive StudWB Dimensions, TSR, and SSR
3.5.2. Negative StudWB Dimensions, TSR, and SSR
3.5.3. TSRs and SSRs
4. Discussion
4.1. Autoregressive Effects
4.2. Cross-Lagged Effects Between StudWB, Closeness (TSR), and Cohesion (SSR)
4.3. Cross-Lagged Effects Between StudWB and Conflict (TSR)
4.4. Cross-Lagged Effects Between Conflict (TSR) and Cohesion (SSR)
4.5. Strengths, Limitations, and Future Research
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
StudWB | Student well-being |
TSR | Teacher–student relationship |
SSR | Student–student relationship |
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Variable | M | SD | ω | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1. PAS t1 | 4.28 | 1.04 | 0.80 | – | |||||||||||||||||
2. EIS t1 | 4.33 | 1.01 | 0.71 | 0.61 ** | – | ||||||||||||||||
3. PASC t1 | 4.31 | 1.02 | 0.77 | 0.34 ** | 0.25 ** | – | |||||||||||||||
4. WIS t1 | 3.29 | 1.42 | 0.81 | −0.14 ** | −0.09 * | −0.33 ** | – | ||||||||||||||
5. PCS t1 | 2.15 | 1.25 | 0.83 | −0.15 ** | −0.09 ** | −0.26 ** | 0.53 ** | – | |||||||||||||
6. SPS t1 | 1.67 | 0.97 | 0.78 | −0.21 ** | −0.13 ** | −0.14 ** | 0.27 ** | 0.38 ** | – | ||||||||||||
7. CLOS t1 | 3.28 | 0.90 | 0.90 | 0.38 ** | 0.42 ** | 0.18 ** | −0.12 ** | −0.15 ** | −0.14 ** | – | |||||||||||
8. CONF t1 | 1.95 | 0.94 | 0.94 | −0.26 ** | −0.20 ** | −0.13 ** | 0.20 ** | 0.26 ** | 0.19 ** | −0.06 | – | ||||||||||
9. COH t1 | 3.06 | 0.56 | 0.83 | 0.31 ** | 0.27 ** | 0.22 ** | −0.16 ** | −0.21 ** | −0.40 ** | 0.39 ** | −0.15 ** | – | |||||||||
10. PAS t2 | 4.06 | 1.10 | 0.82 | 0.53 ** | 0.40 ** | 0.25 ** | −0.07 | −0.12 ** | −0.13 ** | 0.25 ** | −0.23 ** | 0.26 ** | – | ||||||||
11. EIS t2 | 3.97 | 1.14 | 0.80 | 0.44 ** | 0.48 ** | 0.17 ** | −0.04 | −0.07 | −0.12 ** | 0.28 ** | −0.21 ** | 0.18 ** | 0.66 ** | – | |||||||
12. PASC t2 | 4.36 | 1.03 | 0.85 | 0.23 ** | 0.18 ** | 0.50 ** | −0.20 ** | −0.22 ** | −0.09 * | 0.11 ** | −0.16 ** | 0.18 ** | 0.34 ** | 0.30 ** | – | ||||||
13. WIS t2 | 3.45 | 1.46 | 0.82 | −0.11 ** | −0.12 ** | −0.16 ** | 0.49 ** | 0.42 ** | 0.22 ** | −0.12 ** | 0.14 ** | −0.04 | −0.09 * | −0.06 | −0.23 ** | – | |||||
14. PCS t2 | 2.28 | 1.34 | 0.81 | −0.09 * | −0.11 ** | −0.16 ** | 0.35 ** | 0.60 ** | 0.25 ** | −0.11 * | 0.24 ** | −0.09 * | −0.25 ** | −0.16 ** | −0.19 ** | 0.59 ** | – | ||||
15. SPS t2 | 1.81 | 1.08 | 0.82 | −0.14 ** | −0.07 | −0.13 ** | 0.21 ** | 0.30 ** | 0.39 ** | −0.06 | 0.28 ** | -0.15 ** | −0.20 ** | −0.11 ** | −0.13 ** | 0.30 ** | 0.48 ** | – | |||
16. CLOS t2 | 3.31 | 0.89 | 0.91 | 0.25 ** | 0.28 ** | 0.15 ** | −0.07 | −0.11 ** | −0.11 ** | 0.49 ** | −0.10 * | 0.28 ** | 0.38 ** | 0.37 ** | 0.20 ** | −0.14 ** | −0.14 ** | −0.06 | – | ||
17. CONF t2 | 1.95 | 0.86 | 0.92 | −0.24 ** | −0.17 ** | −0.18 ** | 0.16 ** | 0.17 ** | 0.13 ** | −0.13 ** | 0.54 ** | −0.17 ** | −0.28 ** | −0.25 ** | −0.18 ** | 0.09 * | 0.21 ** | 0.19 ** | −0.24 ** | – | |
18. COH t2 | 3.01 | 0.55 | 0.84 | 0.23 ** | 0.19 ** | 0.15 ** | −0.14 ** | −0.19 ** | −0.26 ** | 0.17 ** | −0.18 ** | 0.40 ** | 0.33 ** | 0.23 ** | 0.28 ** | −0.19 ** | −0.19 ** | −0.31 ** | 0.35 ** | −0.15 ** | – |
χ2(df) | CFI | TLI | SRMR | RMSEA | |
---|---|---|---|---|---|
CFA Models StudWB | |||||
Six-factor model | 296 (137) | 0.970 | 0.963 | 0.039 | 0.039 |
Two-factor model | 1781 (151) | 0.697 | 0.656 | 0.097 | 0.120 |
One-factor model | 3092 (152) | 0.453 | 0.384 | 0.141 | 0.160 |
CFA Models TSR | |||||
Two-factor model | 897 (134) | 0.915 | 0.902 | 0.090 | 0.090 |
One-factor model | 3624 (135) | 0.609 | 0.557 | 0.215 | 0.191 |
CFA Models SSR | |||||
One-factor model | 50 (9) | 0.971 | 0.952 | 0.031 | 0.080 |
Models | Overall Fit Indices | Model Comparison | Comparative Fit Indices | |||||||
---|---|---|---|---|---|---|---|---|---|---|
χ2 | df | CFI | RMSEA | SRMR | Δχ2 | Δdf | ΔCFI | ΔRMSEA | ||
Positive attitudes toward school | ||||||||||
1. Configural invariance | 0.00 | 0 | 1.00 | 0.000 | 0.000 | – | – | – | – | – |
2. Metric invariance | 0.81 | 2 | 1.00 | 0.000 | 0.013 | 2 vs. 1 | 0.81 (ns) | 2 | <0.001 | <0.001 |
3. Scalar invariance | 8.03 | 4 | 0.99 | 0.039 | 0.026 | 3 vs. 2 | 7.26 * | 2 | 0.003 | 0.039 |
Enjoyment in school | ||||||||||
1. Configural invariance | 0.00 | 0 | 1.00 | 0.000 | 0.000 | – | – | – | – | – |
2. Metric invariance | 5.17 | 2 | 0.993 | 0.048 | 0.032 | 2 vs. 1 | 5.17 (ns) | 2 | 0.007 | 0.048 |
3. Scalar invariance | 33.36 | 4 | 0.936 | 0.104 | 0.059 | 3 vs. 2 | 34.63 *** | 2 | 0.057 | 0.056 |
Positive academic self-concept | ||||||||||
1. Configural invariance | 0.00 | 0 | 1.00 | 0.000 | 0.000 | – | – | – | – | – |
2. Metric invariance | 0.21 | 2 | 1.00 | 0.000 | 0.010 | 2 vs. 1 | 0.33 (ns) | 2 | <0.001 | <0.001 |
3. Scalar invariance | 3.64 | 4 | 1.00 | 0.000 | 0.006 | 3 vs. 2 | 4.16 (ns) | 2 | <0.001 | <0.001 |
Worries in school | ||||||||||
1.Configural invariance | 0.00 | 0 | 1.00 | 0.000 | 0.000 | – | – | – | – | – |
2. Metric invariance | 1.39 | 2 | 1.00 | 0.000 | 0.013 | 2 vs. 1 | 1.39 (ns) | 2 | <0.001 | <0.001 |
3. Scalar invariance | 21.70 | 4 | 0.983 | 0.081 | 0.034 | 3 vs. 2 | 24.23 *** | 2 | 0.017 | 0.081 |
Physical complaints in school | ||||||||||
1.Configural invariance | 12.92 | 4 | 0.994 | 0.057 | 0.017 | – | – | – | – | – |
2. Metric invariance | 16.52 | 7 | 0.993 | 0.043 | 0.020 | 2 vs. 1 | 1.16 (ns) | 3 | 0.001 | 0.014 |
3. Scalar invariance | 20.60 | 10 | 0.992 | 0.040 | 0.023 | 3 vs. 2 | 1.91 (ns) | 3 | 0.001 | 0.003 |
Social problems in school | ||||||||||
1.Configural invariance | 0.00 | 0 | 1.00 | 0.000 | 0.000 | – | – | – | – | – |
2. Metric invariance | 0.72 | 2 | 1.00 | 0.000 | 0.011 | 2 vs. 1 | 0.72 (ns) | 2 | <0.001 | <0.001 |
3. Scalar invariance | 1.00 | 4 | 1.00 | 0.000 | 0.011 | 3 vs. 2 | 0.02 (ns) | 2 | <0.001 | <0.001 |
Closeness | ||||||||||
1. Configural invariance | 217.46 | 34 | 0.961 | 0.092 | 0.041 | – | – | – | – | – |
2. Metric invariance | 239.65 | 41 | 0.958 | 0.088 | 0.048 | 2 vs. 1 | 11.85 (ns) | 7 | 0.003 | 0.004 |
3. Scalar invariance | 266.44 | 48 | 0.954 | 0.085 | 0.053 | 3 vs. 2 | 24.56 *** | 7 | 0.004 | 0.003 |
Conflict | ||||||||||
1. Configural invariance | 204.74 | 70 | 0.975 | 0.055 | 0.025 | – | – | – | – | – |
2. Metric invariance | 218.62 | 79 | 0.975 | 0.053 | 0.027 | 2 vs. 1 | 3.70 (ns) | 9 | <0.001 | 0.002 |
3. Scalar invariance | 242.69 | 88 | 0.972 | 0.053 | 0.029 | 3 vs. 2 | 23.53 ** | 9 | 0.003 | <0.001 |
Cohesion | ||||||||||
1. Configural invariance | 54.00 | 18 | 0.983 | 0.056 | 0.029 | – | – | – | – | – |
2. Metric invariance | 57.28 | 23 | 0.983 | 0.049 | 0.035 | 2 vs. 1 | 2.20 (ns) | 5 | <0.001 | 0.007 |
3. Scalar invariance | 70.77 | 28 | 0.979 | 0.049 | 0.039 | 3 vs. 2 | 13.91 * | 5 | 0.004 | <0.001 |
χ2(df) | AIC | BIC | RMSEA | CFI | RMR | |
---|---|---|---|---|---|---|
SEMs | ||||||
1 PAS–CLOS–CONF–COH | 2604.39 (1316) | 88,133.14 | 89,198.56 | 0.033 | 0.933 | 0.063 |
2 EIS–CLOS–CONF–COH | 2608.13 (1316) | 89,103.39 | 90,168.80 | 0.033 | 0.931 | 0.062 |
3 PASC–CLOS–CONF–COH | 2495.38 (1316) | 88,299.21 | 89,364.62 | 0.032 | 0.937 | 0.061 |
4 WIS–CLOS–CONF–COH | 2525.31 (1316) | 91,050.30 | 92,115.72 | 0.032 | 0.936 | 0.061 |
5 PCS–CLOS–CONF–COH | 2734.63 (1422) | 94,712.68 | 95,811.54 | 0.032 | 0.934 | 0.062 |
6 SPS–CLOS–CONF–COH | 2536.55 (1316) | 88,135.21 | 89,200.62 | 0.033 | 0.934 | 0.062 |
7 CLOS–CONF–COH | 2156.91 (1035) | 5586.05 | 76,480.66 | 0.036 | 0.934 | 0.066 |
Estimate | SE | CR | |
---|---|---|---|
Models | |||
Autoregressive effects | |||
PAS t1 → PAS t2 | 0.57 *** | 0.06 | 10.23 |
EIS t1 → EIS t2 | 0.54 *** | 0.07 | 7.67 |
PASC t1 → PASC t2 | 0.60 *** | 0.05 | 11.87 |
Cross-lagged effects | |||
PAS t1 → CLOS t2 | 0.07 | 0.06 | 1.21 |
PAS t1 → CONF t2 | −0.06 | 0.05 | −1.33 |
PAS t1 → COH t2 | 0.11 | 0.06 | 1.75 |
CLOS t1 → PAS t2 | 0.00 | 0.05 | 0.08 |
CONF t1 → PAS t2 | −0.08 | 0.05 | −1.45 |
COH t1 → PAS t2 | 0.10 | 0.06 | 1.75 |
EIS t1 → CLOS t2 | 0.09 | 0.06 | 1.39 |
EIS t1 → CONF t2 | −0.02 | 0.06 | −0.35 |
EIS t1 → COH t2 | 0.10 | 0.07 | 1.45 |
CLOS t1 → EIS t2 | 0.04 | 0.07 | 0.59 |
CONF t1 → EIS t2 | −0.10 | 0.06 | −1.80 |
COH t1 → EIS t2 | −0.01 | 0.06 | −0.12 |
PASC t1 → CLOS t2 | 0.01 | 0.05 | 0.28 |
PASC t1 → CONF t2 | −0.11 * | 0.05 | −2.37 |
PASC t1 → COH t2 | 0.06 | 0.05 | 1.11 |
CLOS t1 → PASC t2 | −0.05 | 0.06 | −0.95 |
CONF t1 → PASC t2 | −0.08 | 0.05 | −1.70 |
COH t1 → PASC t2 | 0.09 | 0.06 | 1.46 |
Estimate | SE | CR | |
---|---|---|---|
Models | |||
Autoregressive effects | |||
WIS t1 → WIS t2 | 0.55 *** | 0.04 | 12.44 |
PCS t1 → PCS t2 | 0.63 *** | 0.04 | 14.45 |
SPS t1 → SPS t2 | 0.41 *** | 0.07 | 6.16 |
Cross-lagged effects | |||
WIS t1 → CLOS t2 | 0.07 | 0.05 | 1.44 |
WIS t1 → CONF t2 | 0.04 | 0.04 | 0.83 |
WIS t1 → COH t2 | −0.05 | 0.05 | −0.93 |
CLOS t1 → WIS t2 | −0.07 | 0.05 | −1.29 |
CONF t1 → WIS t2 | 0.05 | 0.05 | 1.00 |
COH t1 → WIS t2 | 0.09 | 0.06 | 1.63 |
PCS t1 → CLOS t2 | −0.01 | 0.05 | −0.09 |
PCS t1 → CONF t2 | 0.02 | 0.05 | 0.35 |
PCS t1 → COH t2 | −0.09 | 0.05 | −1.68 |
CLOS t1 → PCS t2 | −0.02 | 0.05 | −0.53 |
CONF t1 → PCS t2 | 0.11 * | 0.05 | 2.15 |
COH t1 → PCS t2 | 0.09 | 0.05 | 1.87 |
SPS t1 → CLOS t2 | −0.01 | 0.06 | −0.23 |
SPS t1 → CONF t2 | −0.03 | 0.05 | −0.51 |
SPS t1 → COH t2 | 0.09 | 0.07 | −1.22 |
CLOS t1 → SPS t2 | −0.01 | 0.05 | −0.28 |
CONF t1 → SPS t2 | 0.21 *** | 0.06 | 3.90 |
COH t1 → SPS t2 | 0.09 | 0.06 | 1.39 |
Estimate | SE | CR | |
---|---|---|---|
Model | |||
Autoregressive effects | |||
CLOS t1 → CLOS t2 | 0.49 *** | 0.05 | 9.85 |
CONF t1 → CONF t2 | 0.54 *** | 0.05 | 10.57 |
COH t1 → COH t2 | 0.47 *** | 0.06 | 8.06 |
Cross-lagged effects | |||
CLOS t1 → CONF t2 | −0.07 | 0.05 | −1.28 |
CLOS t1 → COH t2 | −0.02 | 0.06 | −0.43 |
CONF t1 → CLOS t2 | −0.07 | 0.05 | −1.37 |
CONF t1 → COH t2 | −0.10 | 0.06 | −1.73 |
COH t1 → CLOS t2 | 0.09 | 0.06 | 1.69 |
COH t1 → CONF t2 | −0.08 | 0.05 | −1.54 |
Estimate | SE | CR | |
---|---|---|---|
1. Positive academic self-concept (StudWB) t1 → Conflict (TSR) t1 | −0.11 * | 0.05 | −2.37 |
2. Conflict (TSR) t1→ Physical complaints (StudWB) t2 | 0.11 * | 0.05 | 2.15 |
3. Conflict (TSR) t1→ Social problems in school (StudWB) t2 | 0.21 *** | 0.06 | 3.90 |
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Saxer, K.; Schnell, J.; Mori, J.; Hascher, T. The Relationship Between Student Well-Being and Teacher–Student and Student–Student Relationships: A Longitudinal Approach Among Secondary School Students in Switzerland. Educ. Sci. 2025, 15, 384. https://doi.org/10.3390/educsci15030384
Saxer K, Schnell J, Mori J, Hascher T. The Relationship Between Student Well-Being and Teacher–Student and Student–Student Relationships: A Longitudinal Approach Among Secondary School Students in Switzerland. Education Sciences. 2025; 15(3):384. https://doi.org/10.3390/educsci15030384
Chicago/Turabian StyleSaxer, Katja, Jakob Schnell, Julia Mori, and Tina Hascher. 2025. "The Relationship Between Student Well-Being and Teacher–Student and Student–Student Relationships: A Longitudinal Approach Among Secondary School Students in Switzerland" Education Sciences 15, no. 3: 384. https://doi.org/10.3390/educsci15030384
APA StyleSaxer, K., Schnell, J., Mori, J., & Hascher, T. (2025). The Relationship Between Student Well-Being and Teacher–Student and Student–Student Relationships: A Longitudinal Approach Among Secondary School Students in Switzerland. Education Sciences, 15(3), 384. https://doi.org/10.3390/educsci15030384