An Interactive Web Application for School-Based Physical Fitness Testing in California: Geospatial Analysis and Custom Mapping
<|reference_start|>An Interactive Web Application for School-Based Physical Fitness Testing in California: Geospatial Analysis and Custom Mapping: Physical activity is essential for children's healthy growth and development. In the US, most states, including California, adhere to physical education standards and have implemented the mandated School-based Physical Fitness Testing (SB-PFT) for over two decades. Despite extensive data collection, research utilization of SB-PFT has been limited due to the absence of accessible analytical tools. We developed a web application using GeoServer, ArcGIS, and AWS to visualize SB-PFT data. This user-friendly platform enables education administrators and policymakers to analyze trends in children's physical fitness, identify successful programs at schools and districts, and evaluate new physical education initiatives. The application also features a custom mapping tool for comparing external datasets with SB-PFT data. We conclude that this platform, by integrating advanced analytical capabilities in an informatics-based tool, significantly enhances engagement in promoting children's physical fitness.<|reference_end|>
@article{guo2024an,
    title={An Interactive Web Application for School-Based Physical Fitness Testing
  in California: Geospatial Analysis and Custom Mapping},
    author={Yawen Guo, Kaiyuan Hu, Di Hu, Kai Zheng, Dan Cooper},
    journal={arXiv preprint arXiv:2409.15352},
    year={2024},
    archivePrefix={arXiv},
    eprint={2409.15352},
    primaryClass={cs.CY}
}