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来源类型 | Working Paper |
规范类型 | 报告 |
DOI | 10.3386/w21620 |
来源ID | Working Paper 21620 |
Do People Shape Cities, or Do Cities Shape People? The Co-evolution of Physical, Social, and Economic Change in Five Major U.S. Cities | |
Nikhil Naik; Scott Duke Kominers; Ramesh Raskar; Edward L. Glaeser; César A. Hidalgo | |
发表日期 | 2015-10-12 |
出版年 | 2015 |
语种 | 英语 |
摘要 | Urban change involves transformations in the physical appearance and the social composition of neighborhoods. Yet, the relationship between the physical and social components of urban change is not well understood due to the lack of comprehensive measures of neighborhood appearance. Here, we introduce a computer vision method to quantify change in physical appearance of streetscapes and generate a dataset of physical change for five large American cities. We combine this dataset with socioeconomic indicators to explore whether demographic and economic changes precede, follow, or co-occur with changes in physical appearance. We find that the strongest predictors of improvement in a neighborhood’s physical appearance are population density and share of college-educated adults. Other socioeconomic characteristics, like median income, share of vacant homes, and monthly rent, do not predict improvement in physical appearance. We also find that neighborhood appearances converge to the initial appearances of bordering areas, supporting the Burgess “invasion” theory. In addition, physical appearance is more likely to improve in neighborhoods proximal to the central business district. Finally, we find modest support for “tipping” and “filtering” theories of urban change. |
主题 | Econometrics ; Data Collection ; Regional and Urban Economics ; Other |
URL | https://www.nber.org/papers/w21620 |
来源智库 | National Bureau of Economic Research (United States) |
引用统计 | |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/579295 |
推荐引用方式 GB/T 7714 | Nikhil Naik,Scott Duke Kominers,Ramesh Raskar,et al. Do People Shape Cities, or Do Cities Shape People? The Co-evolution of Physical, Social, and Economic Change in Five Major U.S. Cities. 2015. |
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