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Air Quality Sensors and Health Effects
Citation:
Rappold, A. Air Quality Sensors and Health Effects. Air Sensors International Conference, Pasadena, CA, May 11 - 13, 2022.
Impact/Purpose:
Dr. Rappold is giving a presentation at the Air Sensors International Conference on the use of sensor data in health research.
Description:
slides are attached. Background. There is increasing evidence that long-term exposure to fine particulate matter (PM2.5) may adversely impact cognitive performance. Wildfire smoke is one of the biggest sources of PM2.5 and concentrations are likely to increase under climate change. However, little is known about how short-term exposure impacts cognitive function. Objectives. We aimed to evaluate the associations between daily and sub-daily (hourly) PM2.5 and wildfire smoke exposure and cognitive performance in adults. Methods. Scores from 20 plays of an attention-oriented brain-training game were obtained for 10,228 adults in the United States (US). We estimated daily and hourly PM2.5 exposure through a data fusion of observations from multiple monitoring networks. Daily smoke exposure in the western US was obtained from satellite-derived estimates of smoke plume density. We used a longitudinal repeated measures design with linear mixed effects models to test for associations between short-term exposure and attention score. Results were also stratified by age, gender, user behavior, and region. Results. Daily and sub-daily PM2.5 were negatively associated with attention score. A 10 µg/m3 increase in PM2.5 in the 3 hours prior to gameplay was associated with a 21.0 [95% confidence interval (CI) 3.3, 38.7] point decrease in score. PM2.5 exposure over 20 plays accounted for an estimated average 3.7% [95% CI 0.7%, 6.7%] reduction in final score. Associations were more pronounced in the wildfire-impacted western US. Medium and heavy smoke density were also negatively associated with score. Heavy smoke density the day prior to gameplay was associated with a 117.0 [95% CI 1.7, 232.3] point decrease in score relative to no smoke. Although differences between subgroups were not statistically significant, associations were most pronounced for younger (18-29), older (≥70), habitual, and male users. Discussion. Our results indicate that PM2.5 and wildfire smoke were associated with reduced attention in adults within hours and days of exposure, but further research is needed to elucidate these relationships.