Geospatial Health Symposium 17 and Symposium on Human Dynamics Research: Advances in Dynamic Environmental Exposure, Mobility Patterns, and Health Outcomes
Type: Virtual Paper
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Sponsor Group(s):
Geographic Information Science and Systems Specialty Group
, Spatial Analysis and Modeling Specialty Group
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Start / End Time: 4/11/2021 09:35 AM (Pacific Time (US & Canada)) - 4/11/2021 10:50 AM (Pacific Time (US & Canada))
Room: Virtual 8
Organizer(s):
Marta Jankowska
, Jiue-An Yang
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Chairs: Marta Jankowska
Agenda
Role | Participant |
Presenter | Wei Liu |
Presenter | Jiannan Cai Chinese University of Hong Kong |
Presenter | Bita Minaravesh University of Southern California |
Presenter | Jiue-An Yang University of California - San Diego |
Presenter | Suzanne Mavoa University of Melbourne |
Discussant | Marta Jankowska University of California San Diego |
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Presentation(s), if applicable
Jiue-An Yang, University of California - San Diego; Bridging Environmental Exposure and Health Outcome: Methods for Quantifying Dynamic Exposure |
Jiannan Cai, Chinese University of Hong Kong; Sensing real-time mood swings in reaction to noise by detecting focal change patterns in time series of individual noise exposure data |
Bita Minaravesh, University of Southern California; Using Space-Time Regression to Model the Impact of Natural Environmental Determinants on Childhood Academic Performance |
Wei Liu, Michigan State University; Extent and Impact of Accelerometer Time Drift on Linkage with GPS Data for Physical Activity Research |
Suzanne Mavoa, University of Melbourne; Using sensors to assess UV radiation dose and associations with Vitamin D |
Description
Session 1 of a Two-part Session.
Advances in momentary recall, mobile technology, ubiquitous sensing, and increasingly fine spatiotemporal environmental measures have been expanding our capability in measuring dynamic human exposures at fine-grained spatial and temporal resolutions. These measures can allow us to examine the links between environmental exposure and human health at finer scales than ever before. However, with increasingly precise measurement methods and accompanying complex processing and analytic procedures, geography as a field has yet to conceptualize how we contribute to the definition of ‘dynamic exposure’. Improvement in specificity and accuracy of algorithms and models for understanding the dynamics between mobility, environment, and health is helping to define exposure as a concept that is beneficial to the field of epidemiology and public health. Complex and dynamic measures of exposure will lead to improvements in understanding links between environment and health and will also lead to opportunities for precision medicine. For example, GeoAI JITAIs (Just-in-Time Adaptive Interventions), will increasingly draw on complex measures of exposure to offer contextually relevant and precise recommendations for patients. In this session, we invite ideas and research that focuses on environmental exposure and health effects through the complex and dynamic lens of human mobility. Research frameworks, methodologies, models, and study outcomes/visualizations are welcome. Example topics include:
- Quantifying environmental exposure using dynamic methods for population health studies
- Frameworks for integrating highly resolved spatiotemporal environmental, health, and human mobility data
- Advances in methods of mobility pattern mining from trajectory data that can be applied to health outcomes
- Geospatial artificial intelligence (GeoAI) for supporting precision medicine
- Development of geospatial algorithms for Just-in-Time Adaptive Interventions (JITAIs)
- Open source/low-cost sensor data for environmental measurements
- Assessments of dynamic exposures to hazardous, built, and social environments
- Real-time exposure monitoring utilizing GPS/GIS methods
- Visualization of dynamic exposures
Geospatial Health Symposium 17 and Symposium on Human Dynamics Research: Advances in Dynamic Environmental Exposure, Mobility Patterns, and Health Outcomes
Description
Virtual Paper
Session starts at 4/11/2021 09:35 AM (Pacific Time (US & Canada))
Contact the Primary Organizer
Marta Jankowska - majankowska@ucsd.edu