Acta Geographica Sinica ›› 2016, Vol. 71 ›› Issue (6): 1010-1024.doi: 10.11821/dlxb201606009
• Urbanization • Previous Articles Next Articles
Chunshan ZHOU1,2(), Jincan HU1,2(
), Xinmei TONG1,2, Yan BIAN3
Received:
2015-06-10
Revised:
2015-11-04
Online:
2016-06-30
Published:
2016-06-30
Supported by:
Chunshan ZHOU, Jincan HU, Xinmei TONG, Yan BIAN. The socio-spatial structure of Guangzhou and its evolution[J].Acta Geographica Sinica, 2016, 71(6): 1010-1024.
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Tab. 1
Selected variables for the social area analysis of Guangzhou in 1985, 2000 and 2010
变量类型 | 1985年社会区 | 2000年社会区 | 2010年社会区 | |||
---|---|---|---|---|---|---|
变量 | 数目 | 变量 | 数目 | 变量 | 数目 | |
一、人口状况 | 人口规模 | 3 | 一般统计指标 | 8 | 一般统计指标 | 3 |
性别比 | 1 | 性别比 | 3 | 性别比 | 1 | |
年龄结构 | 6 | 年龄结构 | 47 | 年龄结构 | 8 | |
民族构成 | 8 | 民族构成 | 1 | |||
户口类型 | 7 | 户口类型 | 10 | |||
人口的流动性 | 5 | 人口的流动性 | 8 | |||
受教育人口结构 | 12 | 受教育人口结构 | 7 | |||
老年人健康状况 | 4 | |||||
二、家庭状况 | 家庭收入 | 3 | 生活来源 | 4 | ||
家庭年龄 | 3 | 户型代际结构 | 5 | |||
家庭规模 | 4 | 户型规模结构 | 10 | 住房规模 | 10 | |
抚养率 | 1 | 抚养比 | 3 | |||
婚姻构成 | 5 | 婚姻构成 | 11 | |||
生育率构成 | 5 | 生育结构 | 7 | |||
住房用途 | 2 | |||||
三、职业状况 | 职业结构 | 22 | 职业结构 | 6 | ||
妇女就业 | 1 | 行业结构 | 16 | |||
不在业构成 | 8 | 不在业构成 | 8 | |||
工作时长构成 | 5 | |||||
工作能力 | 1 | |||||
学业构成 | 4 | |||||
四、住房状况 | 居住水平 | 4 | 居住水平 | 8 | ||
房屋层数 | 4 | 房屋层数 | 4 | |||
房屋年代 | 5 | 房屋年代 | 6 | 房屋年代 | 6 | |
房屋质量 | 3 | 房屋价值 | 9 | 房屋质量 | 3 | |
房屋设施 | 1 | 家庭设备 | 13 | 房屋设施 | 7 | |
人均住房面积构成 | 8 | |||||
房源情况 | 7 | 房源情况 | 6 | |||
租房费用构成 | 9 | 租房费用构成 | 7 | |||
五、出行状况 | 上班交通方式 | 3 | ||||
上班出行时间 | 3 | |||||
合计 | 67 | 200 | 135 |
Tab. 4
Principal factors for the social area analysis of Guangzhou in 1985, 2000 and 2010
因子 | 1985年社会区 | 2000年社会区 | 2010年社会区 | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
名称 | 特征值 | 贡献率(%) | 名称 | 特征值 | 贡献率(%) | 名称 | 特征值 | 贡献率(%) | |||
1 | 人口密集程度 | 15.13 | 20.59 | 人口密集程度 | 67.13 | 34.39 | 人口密集程度 | 33.87 | 26.81 | ||
2 | 科技文化水平 | 7.02 | 10.76 | 文化与职业状况 | 24.45 | 14.4 | 农业人口比重 | 23.61 | 17.77 | ||
3 | 工人干部比重 | 4.98 | 7.44 | 家庭状况与农业人口 | 19.96 | 8.58 | 文化水平 | 14.97 | 9.98 | ||
4 | 房屋住宅质量 | 4.68 | 6.93 | 不在业人口比重 | 13.92 | 5.14 | 房屋住宅质量 | 20.29 | 8.38 | ||
5 | 家庭人口构成 | 4.07 | 6.08 | 城市住宅质量 | 20.73 | 3.29 | 城镇人口和外来人口比重 | 11.94 | 3.53 | ||
6 | — | — | 中等收入阶层比重 | 8.98 | 3.04 | ||||||
7 | — | — | 低收入阶层比重 | 9.76 | 2.89 |
Tab. 5
Distinguishing characteristics of social areas in Guangzhou in 2010
社会区类别 | 包含的街(镇)单元(个) | 项目 | 第1主因子 | 第2主因子 | 第3主因子 | 第4主因子 | 第5主因子 | 第6主因子 | 第7主因子 |
---|---|---|---|---|---|---|---|---|---|
Ⅰ | 9 | 平方和均值 | 2.073 | 0.163 | 0.598 | 0.015 | 2.298 | 0.932 | 0.190 |
平均值 | 1.422 | -0.381 | 0.686 | -0.033 | -1.476 | 0.675 | -0.008 | ||
Ⅱ | 20 | 平方和均值 | 1.171 | 0.396 | 0.703 | 0.160 | 0.744 | 2.617 | 0.258 |
平均值 | 1.030 | -0.622 | -0.782 | -0.008 | 0.380 | 1.461 | -0.073 | ||
Ⅲ | 17 | 平方和均值 | 0.543 | 0.322 | 0.746 | 0.432 | 0.587 | 0.548 | 3.680 |
平均值 | -0.201 | -0.505 | -0.613 | -0.095 | 0.120 | 0.269 | 1.671 | ||
Ⅳ | 38 | 平方和均值 | 0.920 | 0.298 | 0.488 | 0.194 | 0.895 | 1.211 | 0.394 |
平均值 | 0.511 | -0.486 | -0.566 | 0.343 | 0.358 | -0.992 | 0.191 | ||
Ⅴ | 33 | 平方和均值 | 1.447 | 0.237 | 0.289 | 0.337 | 1.243 | 0.360 | 1.201 |
平均值 | -1.100 | 0.016 | 0.006 | 0.117 | -0.705 | -0.227 | -0.660 | ||
Ⅵ | 5 | 平方和均值 | 0.904 | 0.307 | 0.319 | 21.235 | 1.369 | 1.148 | 0.510 |
平均值 | -0.856 | -0.474 | -0.375 | -4.283 | -0.652 | 0.464 | 0.058 | ||
Ⅶ | 26 | 平方和均值 | 0.325 | 4.288 | 3.277 | 0.448 | 0.754 | 0.512 | 0.785 |
平均值 | -0.340 | 1.722 | 1.658 | 0.253 | 0.639 | 0.115 | -0.486 |
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