Table 1. The results of analysis of generalized linear models (GLMs) for the proportion of (A) conservation and (B) ecology articles among all scientific publications.
Full model | Best model | |||||||
---|---|---|---|---|---|---|---|---|
Coefficient | SE | t value | p value | Coefficient | SE | t value | p value | |
(A) GLM for conservation articles | ||||||||
(Intercept) | −2.3981 | 0.3754 | −6.387 | <0.001 | −2.231 | 0.189 | −11.793 | <0.001 |
Number of endangered species | –0.2160 | 0.2300 | –0.939 | 0.3505 | 0.176 | 0.046 | 3.862 | <0.001 |
Proportion of endangered species | 0.2600 | 0.1597 | 1.628 | 0.1075 | ||||
Proportion of endangered species protection | 0.0020 | 0.0009 | 2.374 | 0.02 | 0.003 | 0.001 | 3.358 | 0.00117 |
Terrestrial protected area | 0.0324 | 0.1072 | 0.303 | 0.763 | ||||
Country area | –0.0045 | 0.0497 | –0.091 | 0.9275 | ||||
Forest area | 0.1373 | 0.0712 | 1.929 | 0.0573 | 0.155 | 0.061 | 2.543 | 0.0128 |
Research expenditure | 0.0283 | 0.0357 | 0.792 | 0.4307 | ||||
GDP per capita | 0.1348 | 0.0740 | 1.822 | 0.0723 | 0.167 | 0.040 | 4.152 | <0.001 |
Number of Population | 0.0429 | 0.0525 | 0.817 | 0.4166 | ||||
Mean latitude of country | 0.0017 | 0.0034 | 0.509 | 0.6122 | ||||
Pseudo R2 (McFadden) | 0.497 | 0.468 | ||||||
Pseudo R2 (Nagelkerke) | 0.517 | 0.488 | ||||||
AIC | 32.56 | 18.35 | ||||||
(B) GLM for ecological articles | ||||||||
(Intercept) | –1.211 | 0.206 | –5.883 | <0.001 | −1.179 | 0.122 | −9.689 | <0.001 |
Number of endangered species | 0.185 | 0.089 | 2.068 | 0.042 | 0.176 | 0.044 | 4.017 | <0.001 |
Proportion of endangered species | –0.193 | 0.129 | –1.491 | 0.140 | −0.215 | 0.098 | −2.195 | 0.031 |
Proportion of endangered species protection | 0.002 | 0.000 | 4.185 | <0.001 | 0.002 | 0.000 | 4.749 | <0.001 |
Terrestrial protected area | 0.066 | 0.058 | 1.140 | 0.258 | ||||
Country area | 0.036 | 0.027 | 1.305 | 0.196 | ||||
Forest area | –0.003 | 0.038 | –0.068 | 0.946 | ||||
Research expenditure | 0.029 | 0.020 | 1.461 | 0.148 | 0.031 | 0.019 | 1.669 | 0.099 |
GDP per capita | 0.078 | 0.040 | 1.946 | 0.055 | 0.099 | 0.034 | 2.915 | 0.005 |
Number of population | –0.033 | 0.029 | –1.127 | 0.263 | ||||
Mean latitude of country | 0.001 | 0.002 | 0.642 | 0.523 | ||||
Pseudo R2 (McFadden) | 0.555 | 0.536 | ||||||
Pseudo R2 (Nagelkerke) | 0.565 | 0.546 | ||||||
AIC | 28.54 | 16.34 |
Notes.
- SE
- Standard error