JOURNAL OF NANJING FORESTRY UNIVERSITY ›› 2024, Vol. 48 ›› Issue (1): 227-236.doi: 10.12302/j.issn.1000-2006.202204051
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LUO Yiyi(), LI Lingchao, CHENG Baodong()
Received:
2022-04-21
Revised:
2022-06-28
Online:
2024-01-30
Published:
2024-01-24
Contact:
CHENG Baodong
E-mail:luoyiyi0127@bjfu.edu.cn;baodongcheng@163.com
CLC Number:
LUO Yiyi, LI Lingchao, CHENG Baodong. The impact of economic growth on forest fragmentation: a case study of Beijing-Tianjin-Hebei Region in China[J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2024, 48(1): 227-236.
Table 1
Descriptive statistics of main variables"
年份 year | PAM | G | W/ (km·km-2) | S/% | D | K | O/ (万人·km-2) | N/ (kW·人-1) |
---|---|---|---|---|---|---|---|---|
总体total | 5.604±5.376 | 9.573±0.888 | 0.666±0.381 | 80.0±40.1 | 5.624±0.970 | 9.259±1.112 | 0.197±0.014 | 2.922±3.991 |
2000 | 3.434±2.559 | 8.386±0.364 | 0.329±0.190 | 0 | 4.782±0.687 | 8.098±0.371 | 0.019±0.013 | 3.656±6.445 |
2005 | 3.186±2.369 | 9.073±0.563 | 0.620±0.339 | 100 | 5.374±0.910 | 8.690±0.426 | 0.019±0.014 | 2.879±3.467 |
2010 | 3.450±2.613 | 9.875±0.553 | 0.709±0.343 | 100 | 5.838±0.945 | 9.477±0.412 | 0.020±0.014 | 2.782±3.301 |
2015 | 7.708±6.291 | 10.236±0.491 | 0.834±0.392 | 100 | 6.049±0.907 | 9.572±1.505 | 0.021±0.015 | 2.593±2.890 |
2018 | 10.240±6.843 | 10.334±0.432 | 0.847±0.372 | 100 | 6.101±0.724 | 10.525±0.276 | 0.020±0.014 | 2.703±2.809 |
Table 2
Empirical results of intermediary effect"
验证方法 verification method | W | G | S | D | O | N | 系数 coefficient | 观测值 observations | R2 | |
---|---|---|---|---|---|---|---|---|---|---|
基准回归 benchmark regression | PAM(1) | — | 3.496*** | -2.828*** | 0.341 | -100.862*** | -0.059 | -25.373*** | 186 | 0.267 |
(0.621) | (0.688) | (0.385) | (20.577) | (0.093) | (4.365) | |||||
W(2) | — | 0.179*** | 0.172*** | -0.013 | 15.472*** | 0.009 | -1.444*** | 186 | 0.668 | |
(0.033) | (0.055) | (0.025) | (1.717) | (0.006) | (0.236) | |||||
PAM(3) | 4.536** | 2.683*** | -3.608*** | 0.402 | -171.043*** | -0.097 | -18.825*** | 186 | 0.301 | |
(1.813) | (0.611) | (0.795) | (0.393) | (36.921) | (0.078) | (4.15) | ||||
双向固定效应 fixed-effect regression | PAM(1) | — | 4.024*** | -3.687*** | -0.048 | 221.283 | 0.072 | -34.316*** | 186 | 0.356 |
(0.663) | (0.62) | (-0.443) | (232.204) | (0.09) | (5.858) | |||||
W(2) | — | 0.125*** | 0.176*** | 0.013 | 45.832*** | 0.013 | -1.698*** | 186 | 0.623 | |
(0.034) | (0.056) | (0.035) | (14.893) | (0.009) | (0.333) | |||||
PAM(3) | 4.120** | 3.507*** | -4.412*** | -0.104 | 32.451 | 0.017 | -27.319*** | 186 | 0.385 | |
(1.593) | (0.722) | (1.05) | (0.708) | (228.758) | (0.085) | (5.745) |
Table 3
Results of Sobel test and Bootstrap test"
统计量 statistic | Sobel检验Sobel test | Bootstrap检验Bootstrap test | |||||
---|---|---|---|---|---|---|---|
系数a coef a | 系数b coef b | 中介效应 mediation effect | 直接效应 direct effect | 总效应 total effect | 间接效应 indirect effect | 直接效应 direct effect | |
统计值statistic value | 0.179 | 4.536 | 0.813 | 2.683 | 3.496 | 0.813 | 2.683 |
标准差SD | 0.032 | 1.525 | 0.310 | 0.710 | 0.669 | 0.393 | 0.633 |
Z统计量Z statistic | 4.268 | 2.813 | 2.627 | 2.430 | 3.384 | 2.070 | 4.240 |
P | <0.001 | 0.003 | 0.009 | <0.001 | <0.001 | 0.039 | <0.001 |
Table 4
Results of stepwise regression test for replacement key variables"
变量 variable | W | K | 控制变量 control variable | 时间效应 time effect | 个体效应 individual effect | 系数 coefficient | 观测值 observations | R2 | 样本量 sample |
---|---|---|---|---|---|---|---|---|---|
PAM(1) | — | 1.534 8±0.254 3*** | 控制 | 固定 | 固定 | -22.966 0±4.650 8*** | 186 | 0.302 0 | 38 |
W(2) | — | 0.039 2±0.017 9** | 控制 | 固定 | 固定 | -1.319 1±0.235 5*** | 186 | 0.604 8 | 38 |
PAM(3) | 5.162 5±1.600 0*** | 1.332 4±0.348 8*** | 控制 | 固定 | 固定 | -16.156 0±4.974 8*** | 186 | 0.349 7 | 38 |
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