Exploring Creativity and Urban Development with Agent-Based Modeling

被引:16
|
作者
Malik, Ammar [1 ]
Crooks, Andrew [2 ]
Root, Hilton [1 ]
Swartz, Melanie [2 ]
机构
[1] George Mason Univ, Sch Publ Policy, Fairfax, VA 22030 USA
[2] George Mason Univ, Krasnow Inst Adv Study, Dept Computat Social Sci, Fairfax, VA 22030 USA
关键词
Developing Countries; Urban; Segregation; Land Use; Transport; Agent-Based Modeling; ECONOMIC-GROWTH; AGGLOMERATION ECONOMIES; MICRODATA PANEL; BRAIN-DRAIN; LAND-USE; US; PRODUCTIVITY; INNOVATION; ENTREPRENEURSHIP; BOHEMIANS;
D O I
10.18564/jasss.2722
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
Scholars and urban planners have suggested that the key characteristic of leading world cities is that they attract the highest quality human talent through educational and professional opportunities. They offer enabling environments for productive human interactions and the growth of knowledge-based industries which drives economic growth through innovation. Both through hard and soft infrastructure, they offer physical connectivity which fosters human creativity and results in higher income levels. When combined with population density, socio-economic diversity and societal tolerance; the elevated interaction intensity diffuses creativity and improves productivity. In many developing country cities however, rapid urbanization is increasing sprawl and causing deteriorating in public services. We operationalize these insights by creating a stylized agent-based model where heterogeneous and independent decision-making agents interact under the following three scenarios: (1) improved urban transportation investments; (2) mixed land-use regulations; and (3) reduced residential segregation. We find that any combination of these scenarios results in greater population density and enables the diffusion of creativity, thus resulting in economic growth. However, the results demonstrate a clear trade-off between rapid economic progress and socioeconomic equity mainly due to the crowding out of low-and middle-income households from clusters of creativity.
引用
收藏
页码:1 / 19
页数:19
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