地理科学进展 ›› 2020, Vol. 39 ›› Issue (9): 1522-1531.doi: 10.18306/dlkxjz.2020.09.009
收稿日期:
2019-07-16
修回日期:
2019-09-14
出版日期:
2020-09-28
发布日期:
2020-11-28
通讯作者:
汪明峰
作者简介:
汪凡(1992— ),男,湖北襄阳人,博士生,研究方向为城市地理。E-mail: 基金资助:
WANG Fan1,2(), LIN Yuexi3, WANG Mingfeng1,2,*(
)
Received:
2019-07-16
Revised:
2019-09-14
Online:
2020-09-28
Published:
2020-11-28
Contact:
WANG Mingfeng
Supported by:
摘要:
随着互联网、人工智能等技术的渗透,新零售这一城市新兴商业业态的发展对区位产生了差异化的选择。论文以星巴克和瑞幸咖啡为例,采用空间最邻近指数、核密度分析,比较上海传统零售与新零售在空间布局上的不同特征,并采用空间计量模型,进一步探究两者在区位选择因素上的差异。结果显示:①瑞幸和星巴克门店的空间布局在市域尺度上均具有明显的中心指向,但也存在差异。作为新零售的代表,瑞幸在城市各圈层的分布更为均质,不如传统零售星巴克强调城市中心区位。②传统零售与新零售具有相似性和差异性布局特征,全局而言,瑞幸的聚集程度高于星巴克。而在城市的中心区域,传统零售呈现单中心集聚特征,新零售则呈现多中心分散特征,远不如传统零售聚集。③新零售与传统零售的选址因素存在较大的差异。传统零售星巴克与商场密度有高度显著的相关性,具有商业中心偏好,而影响瑞幸咖啡选址最重要的因素是写字楼密度,且商场租金对其呈负向影响,新零售瑞幸咖啡对商务办公区域的偏好超过商业中心。
汪凡, 林玥希, 汪明峰. 第三空间还是无限场景:新零售的区位选择与影响因素研究[J]. 地理科学进展, 2020, 39(9): 1522-1531.
WANG Fan, LIN Yuexi, WANG Mingfeng. “Third space” or “infinite occasion”: Location choice and influencing factors of the new retail industry[J]. PROGRESS IN GEOGRAPHY, 2020, 39(9): 1522-1531.
表3
回归结果"
变量 | 星巴克 | 瑞幸 | ||||
---|---|---|---|---|---|---|
OLS | SLM | SEM | OLS | SLM | SEM | |
常数 | 0.1234 | 0.1471 | 0.0944 | -0.1102 | -0.1298 | -0.0852 |
ln POPD | -0.0278 | -0.0308 | -0.0244 | 0.0113 | 0.0142 | 0.0084 |
ln SUBWPD | 0.0043 | 0.0069 | 0.0049 | 0.0120* | 0.0117* | 0.0018** |
MALLD | 0.1897*** | 0.1744*** | 0.1958*** | 0.0509* | 0.0472* | 0.0123 |
OFFD | 0.0799*** | 0.0714*** | 0.0783*** | 0.0246*** | 0.0291*** | 0.0285*** |
MALLR | -0.0035 | -0.0055 | -0.0025 | -0.0111** | -0.0102* | -0.0135*** |
OFFR | 0.0426 | 0.0261 | 0.0426 | 0.0243 | 0.0183* | 0.0243 |
λ | — | 0.1548** | — | — | -0.2259** | — |
ρ | — | — | 0.1393 | — | — | -0.5359*** |
R2 | 0.7745 | 0.7788 | 0.7767 | 0.5169 | 0.5293 | 0.5721 |
调整R2 | 0.7679 | — | — | 0.5029 | — | — |
log likelihood | -203.606 | -201.969 | -202.8989 | -85.5615 | -83.6897 | -77.5619 |
AIC | 421.211 | 419.939 | 419.798 | 185.123 | 183.379 | 169.124 |
SC | 444.773 | 446.867 | 443.36 | 208.685 | 210.307 | 192.686 |
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