Measuring the Degree of Balance between Urban and Tourism Development: An Analytical Approach Using Cellular Data
Cheng Shi,
Mengyang Liu and
Yu Ye
Additional contact information
Cheng Shi: College of Architecture and Urban Planning, Tongji University, Shanghai 200092, China
Mengyang Liu: School of Architecture and Urban Planning, Huazhong University of Science and Technology, Wuhan 430073, China
Yu Ye: College of Architecture and Urban Planning, Tongji University, Shanghai 200092, China
Sustainability, 2021, vol. 13, issue 17, 1-19
Abstract:
This study presents an analytical approach for measuring the degree of balance between urban and tourism development, which has been previously analyzed qualitatively and was difficult to measure. With the help of 1012 million cellular data records generated by 20 million users in two weeks, we tracked the behavior of residents, commuters, and tourists at a set of historical conservation areas in central Shanghai. We calculated the degree of balance and visualized it via ternary graphs. Moreover, the relationships between key urban features derived from multi-sourced urban data and balanced degrees of tourism development were analyzed via multinomial logistic analysis. Insights gained from this analysis will help to achieve a more scientific decision-making process toward balanced urban development for historical conservation area. Achievements in this study contribute to the development of human-centered planning through providing continuous measurements of an “unmeasurable” quality.
Keywords: balanced tourism; cellular data; built environment; multi-sourced urban data; Shanghai (search for similar items in EconPapers)
JEL-codes: O13 Q Q0 Q2 Q3 Q5 Q56 (search for similar items in EconPapers)
Date: 2021
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (2)
Downloads: (external link)
https://www.mdpi.com/2071-1050/13/17/9598/pdf (application/pdf)
https://www.mdpi.com/2071-1050/13/17/9598/ (text/html)
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:gam:jsusta:v:13:y:2021:i:17:p:9598-:d:622382
Access Statistics for this article
Sustainability is currently edited by Ms. Alexandra Wu
More articles in Sustainability from MDPI
Bibliographic data for series maintained by MDPI Indexing Manager ().