PROGRESS IN GEOGRAPHY ›› 2021, Vol. 40 ›› Issue (7): 1098-1112.doi: 10.18306/dlkxjz.2021.07.003
• Articles • Previous Articles Next Articles
PENG Jue1,2(), HE Jinliao1,3,*(
)
Received:
2021-02-09
Revised:
2021-06-12
Online:
2021-07-28
Published:
2021-09-28
Contact:
HE Jinliao
E-mail:51193902028@stu.ecnu.edu.cn;jlhe@iud.ecnu.edu.cn
Supported by:
PENG Jue, HE Jinliao. Spatial differentiation and influencing factors of fan economy in China: Taking TikTok livestreaming commerce host as an example[J].PROGRESS IN GEOGRAPHY, 2021, 40(7): 1098-1112.
Tab.1
Descriptive statistics of variables
变量 | 平均值 | 标准误 | 最小值 | 最大值 | 变异系数 | |
---|---|---|---|---|---|---|
总人数/人 | 523.64 | 1052.20 | 13 | 11017 | 2.01 | |
电商创业 | 淘宝村/个 | 18.88 | 54.70 | 0 | 396 | 2.90 |
商标注册/(个/万人) | 2.02 | 1.53 | 0.34 | 11.16 | 0.76 | |
物流公司/(个/万人) | 2232.99 | 2702.39 | 81 | 21165 | 1.21 | |
人力资本 | 高等教育/(人/万人) | 191.64 | 340.90 | 0 | 4788.13 | 1.78 |
职业教育/(人/万人) | 91.05 | 49.11 | 2.03 | 453.83 | 0.54 | |
专利数量/件 | 11949.64 | 24905.88 | 4 | 185928 | 2.08 | |
文化旅游 | 文化遗产/个 | 6.36 | 9 | 0 | 93 | 1.42 |
创意产业园区/个 | 8.60 | 27.10 | 0 | 259 | 3.15 | |
旅游吸引力/人次 | 919763.60 | 3870741 | 145 | 47801500 | 4.21 | |
生活便利性 | 交通便利性/(人次/万人) | 41.50 | 42.67 | 0.35 | 322.26 | 1.03 |
网络便利性/(个/万人) | 2.35 | 0.74 | 0.43 | 4.82 | 0.31 | |
购物便利性/(个/万人) | 19.64 | 18.56 | 1.25 | 176 | 0.95 | |
自然环境 | 1月平均气温/℃ | 2.04 | 9.26 | -31.6 | 23.5 | 4.54 |
空气质量/% | 77.48 | 9.26 | 35 | 100 | 0.20 | |
森林覆盖率/% | 40.94 | 19.19 | 2.28 | 83 | 0.47 |
Tab.2
Spatial regression analysis results of agglomeration of TikTok livestreaming commerce hosts in China
变量 | 模型1(OLS) | 模型2(SLM) |
---|---|---|
常数项 | 521.718***(24.904) | 587.691***(34.513) |
淘宝村 | 113.935***(32.231) | 127.681***(31.268) |
商标注册 | 35.797(37.129) | 40.600(35.586) |
物流公司 | 626.555***(44.245) | 617.166***(42.485) |
高等教育 | -42.327(30.199) | -45.091(28.990) |
职业教育 | -38.691(30.023) | -43.791(28.931) |
专利数量 | -203.49***(62.389) | -161.375***(61.210) |
文化遗产 | 165.158***(41.533) | 155.537***(39.917) |
创意产业园区 | 397.276***(56.046) | 386.832***(53.788) |
旅游吸引力 | 65.200**(27.791) | 65.537**(26.635) |
交通便利性 | 118.432***(35.732) | 106.292***(34.372) |
网络便利性 | 65.772**(33.001) | 88.865***(32.653) |
购物便利性 | -24.796(28.625) | -29.573(27.543) |
1月平均气温 | -12.840(34.729) | -10.097(33.361) |
空气质量 | 49.550(0.121) | 51.500*(30.511) |
森林覆盖率 | 67.821**(33.511) | 72.819**(32.139) |
空间滞后项 | — | -0.121*** |
拉格朗日乘子 (lag) | 6.547*** | — |
拉格朗日乘子 (error) | 0.008 | — |
R2 | 0.850 | 0.854 |
调整R2 | 0.841 | — |
F | 101.358 | — |
Log likelihood | -2117.87 | -2114.42 |
AIC | 4267.74 | 4262.83 |
Sc | 4326.18 | 4324.92 |
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