PROGRESS IN GEOGRAPHY ›› 2022, Vol. 41 ›› Issue (4): 609-620.doi: 10.18306/dlkxjz.2022.04.006
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GAO Zhe1,2(), QIU Jiayi2, YU Jiayi2, ZHU Yuanyuan1,2,*(
)
Received:
2021-08-05
Revised:
2021-10-07
Online:
2022-04-28
Published:
2022-06-28
Contact:
ZHU Yuanyuan
E-mail:gaozhe@ccnu.edu.cn;zhuyy990@ccnu.edu.cn
Supported by:
GAO Zhe, QIU Jiayi, YU Jiayi, ZHU Yuanyuan. Influence of school districts on housing prices and the effect on socio-spatial restructuring: Taking Wuchang District of Wuhan City as a case[J].PROGRESS IN GEOGRAPHY, 2022, 41(4): 609-620.
Tab.1
Description of characteristic variables of residence
变量类型 | 特征变量 | 变量描述 | 数据来源 |
---|---|---|---|
区位特征 | 距地铁站距离 | 距最近地铁站距离 | 百度地图 |
距公交站距离 | 距最近公交站距离 | 百度地图 | |
距CBD距离 | 距洪山广场的直线距离 | 百度地图 | |
环线等级 | 小区所在环线等级 | 百度地图 | |
基准地价等级 | 小区所在片区基准地价等级 | 武汉市自然资源和规划局 | |
建筑特征 | 绿化率 | 小区绿化面积/小区规划面积 | 安居客 |
容积率 | 地上建筑面积/占地面积 | 安居客 | |
建筑年代 | 房屋实际竣工年份 | 安居客 | |
邻里特征 | 距医院距离 | 与最近医院的距离 | 百度地图 |
距药店距离 | 与最近药店的距离 | 百度地图 | |
距幼儿园距离 | 与最近幼儿园的距离 | 百度地图 | |
学区特征 | 普高率 | 小学对口初中毕业生升入普通高中的比率 | 初小官网 |
Tab.2
Results of the hedonic model
变量 | 标准化系数 | t | 显著性 | 容差 | VIF |
---|---|---|---|---|---|
普高率 | 0.494*** | 17.913 | <0.001 | 0.854 | 1.171 |
容积率 | 0.038 | 1.437 | 0.151 | 0.909 | 1.100 |
绿化率 | 0.069** | 2.636 | 0.009 | 0.945 | 1.058 |
建筑年代 | 0.116*** | 4.250 | <0.001 | 0.877 | 1.140 |
距地铁站距离 | -0.089*** | -3.287 | 0.001 | 0.896 | 1.116 |
距公交站距离 | 0.102*** | 3.880 | <0.001 | 0.943 | 1.061 |
距幼儿园距离 | 0.037 | 1.388 | 0.165 | 0.935 | 1.070 |
距医院距离 | 0.035 | 1.268 | 0.205 | 0.863 | 1.158 |
距药店距离 | 0.053* | 1.959 | 0.050 | 0.887 | 1.128 |
距CBD距离 | -0.203*** | -4.937 | <0.001 | 0.384 | 2.606 |
二环线 | 0.188*** | 5.651 | <0.001 | 0.590 | 1.696 |
三环线 | -0.007 | -0.125 | 0.901 | 0.236 | 4.237 |
II级地价 | -0.144*** | -4.188 | <0.001 | 0.552 | 1.813 |
III级地价 | -0.136* | -2.387 | 0.017 | 0.201 | 4.965 |
IV级地价 | -0.033 | -0.908 | 0.364 | 0.504 | 1.984 |
R2=0.433, 调整后R2=0.424 |
Tab.3
Results of the regression coefficients of geographically weighted regression
变量 | 最小值 | 最大值 | 中位数 | 平均值 |
---|---|---|---|---|
普高率 | -1080.723 | 5535.880 | 2058.137 | 2343.115 |
容积率 | -659.581 | 2099.551 | 286.039 | 421.476 |
绿化率 | -505.932 | 1139.970 | 391.912 | 407.738 |
建筑年代 | -1062.303 | 2844.943 | 512.274 | 646.142 |
距地铁站距离 | -1229.369 | 773.539 | -588.274 | -550.930 |
距公交站距离 | -2242.813 | 1681.581 | 283.693 | 405.163 |
距幼儿园距离 | -732.023 | 1239.881 | 130.367 | 188.077 |
距药店距离 | -1801.602 | 624.284 | 122.927 | 49.103 |
距医院距离 | -339.748 | 1537.902 | 363.342 | 380.700 |
基准地价 | -1930.902 | 3321.570 | 699.047 | 767.456 |
距CBD距离 | -5665.931 | 1491.325 | -1403.595 | -1676.826 |
Tab.4
Statistics of questionnaire results of typical school district neighborhoods
指标 | 比例/% | 指标 | 比例/% | ||
---|---|---|---|---|---|
户主年龄 | 24岁以下 | 3.23 | 从业部门 | 政府及事业单位 | 41.94 |
25~40岁 | 49.46 | 央(国)企 | 26.88 | ||
41~55岁 | 37.63 | 私企 | 6.45 | ||
55岁以上 | 9.68 | 学生 | 2.15 | ||
家庭学龄儿童数量 | 一孩 | 41.94 | 离退休人员 | 16.13 | |
二孩 | 31.18 | 个体人员 | 2.15 | ||
无 | 26.88 | 务农 | 3.23 | ||
家庭年收入 | 10万元以下 | 8.60 | 其他 | 1.07 | |
10万~20万元 | 6.45 | 选择住房考虑因素(多选) | 教育 | 70.96 | |
20万~50万元 | 75.27 | 物业、小区环境 | 53.76 | ||
50万元以上 | 9.68 | 工作通勤方便 | 56.98 | ||
子女教育支出 | 小于1万元 | 3.23 | 投资 | 37.63 | |
1万~5万元 | 7.53 | 子女完成义务教育后住房处理 | 卖掉 | 35.48 | |
5万~10万元 | 24.73 | 出租 | 30.11 | ||
10万~20万元 | 53.76 | 继续居住 | 29.03 | ||
大于20万元 | 10.75 | 其他 | 5.38 |
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