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. 2023 Jun 21;11:e15542. doi: 10.7717/peerj.15542

Table 4. Model explaining children’s pro-nature behavior with nature experiences, connection with nature, and demographic variables.

Model 1 Model 2 Model 3 Model 4 Model 5 Model 6 Model 7
B (SE) t B (SE) t B (SE) t B (SE) t B (SE) t B (SE) t B (SE) t
Demographic variables
Age-nine 0.11 (0.06) 1.81 0.08 (0.05) 1.74
Age-eleven 0.02 (0.06) 0.39 0.03 (0.04) 0.65
Age-twelve −0.13 (0.06) −2.29* −0.05 (0.04) −1.14*
Gender-girl 0.07 (0.04) 1.82 −0.12 (0.03) −3.94***
Residence-rural −0.18 (0.12) −1.46 0.16 (0.07) 2.37*
Location-Hangzhou −0.17 (0.15) −1.15 −0.23 (0.08) −2.67
Location-Kunming −0.08 (0.15) −0.52 −0.11 (0.08) 1.29
Nature experiences
Direct 0.69 (0.02) 34.25*** 0.47 (0.09) 5.03*** 0.28 (0.03) 10.40***
Indirect 0.45 (0.02) 28.04*** 0.11(0.08) 1.37 0.13 (0.02) 7.35***
Vicarious 0.59 (0.02) 34.26*** 0.27 (0.08) 3.46*** 0.27 (0.02) 12.77***
DE: IDE −0.02 (0.02) −1.05
DE: VE −0.01 (0.02) −0.56
IDE: VE 0.03 (0.02) 1.53
Connection with nature
Cognitive 0.28 (0.05) 6.08*** 0.12 (0.04) 3.18**
Emotional 0.62 (0.04) 16.50*** 0.26 (0.03) 7.69***
R2 (fixed variables) 0.022 0.354 0.283 0.358 0.455 0.249 0.491
R2 (Total) 0.070 0.393 0.326 0.372 0.485 0.269 0.504

Notes:

*

p < 0.05.

**

p < 0.01.

***

p < 0.001.

Variable default Settings: Age (Default = 10), Location (Default = Xishuangbanna). B = standardized beta coefficients, SE = standard error.