Accessibility of Rehabilitation Facility: Evaluation Based on Spatial Big Data in Xiamen

Abstract

With the help of spatial calculation and numerical analysis, this paper reveals the spatial distribution of rehabilitation infrastructures and the accessibility difference in the city Xiamen. The calculation of Moran’s I, Z value, and P value are, respectively, −0.229787, −0.122751, and 0.902304 for health facilities and −0.159235, 0.186166, and 0.852315 for fitness facilities. Such calculation results indicate an uneven pattern and varied accessibility numerical values. The reasons for this influence are diverse, but it is worth noting that the two-step floating catchment area (2SFCA) calculation shows that compared to fitness facilities, the standard deviation of accessibility numerical value of health facilities decreased significantly, which indicates that the accessibility of health service facilities is becoming better, while the change of accessibility of fitness facilities is not obvious. It is pointed out this is due to society’s insufficient attention and education on daily health. For better rehabilitation under the pandemic, the importance of fitness facilities should be noticed.

Urban Rail Transit Network Planning Based on Particle Swarm Optimization Algorithm

“…Planning Model. Just as previous studies on urban space [19][20][21][22][23], the passenger flow distribution points shall be marked on the urban rail transit lines, and the alternative stations shall be marked one by one along the passenger flow distribution points at the urban rail transit stations. e final planning scheme of the transportation network shall be determined according to the passenger flow coverage of each transportation station.…”

Understanding Accessibility of Health and Fitness with Big Data Techniques: Facility Visualization in Shanghai with Multi-Source Data

“…It breaks through people's understanding that HFFs are only used for competitions, fitness, entertainment, exhibitions, and other activities, and has triggered a rethinking of the function of HFFs in responding to sudden public crises. In addition, health and fitness facilities (HFFs), such as HFFs, play an important role in maintaining the healthy lifestyle of residents, which has been emphasized by previous scholars (Xie et al, 2020, Wang et al, 2018, Bykov et al, 2019& Qiu et al, 2022. Therefore, strengthening the supply side of health and fitness and promoting the fair construction is an important topic for diagnosing the accessibility of health.…”