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. 2025 Sep 30;15:34055. doi: 10.1038/s41598-025-14459-1

Table 4.

Result of hypothesis testing.

relationship β Mean STDEV T statistics P values Interpretation
H1: Teaching Methods → Satisfaction -0.040 -0.035 0.058 0.687 0.492 Not support
H2: Teaching staff → Satisfaction 0.102 0.102 0.065 1.561 0.119 Not support
H3: Classroom Facilitating conditions → Satisfaction 0.563 0.557 0.065 8.664 0.000 Support
H4: Competence → Satisfaction 0.150 0.153 0.067 2.236 0.025 Support
H5: Relatedness → Satisfaction 0.047 0.051 0.057 0.814 0.416 Not support
H6: Satisfaction → Mathematics Performance 0.365 0.371 0.053 6.833 0.000 Support