Potential Associations Between Psychological Distress and Ambient Air Quality Among Secondary School Teachers in New Jersey

Cross-sectional surveys of psychological distress using the Kessler-6 tool (K6+) were conducted among training cohorts per year of New Jersey (NJ) secondary school teachers between January 2022 and December 2024. Data downloaded for 12-18 annual virtual synchronous live session training date ranges related to specified teacher cohorts, consisting of 30 calendar days prior to its date to relate to K6+ questions (575 unique participants across 42 total live sessions). Utilizing data from federal/state air quality monitoring stations (AQMS), we constructed a database of estimated exposures to ambient/outdoor air quality. Cohorts were broken down by school district (SD) and paired with AQMS based on approximate geographic proximity for each SD's school's physical address utilizing NJ-GeoWeb. Once addresses were reported and associated with two AQMS, associated reviewed daily criteria pollutant data (2021-2024) were retrieved for particulate matter (PM, PM<sub>10</sub> and PM<sub>2.5</sub>) and ozone. Data were averaged for relevant stations. Analyses suggested prior 30-day PM<sub>2.5</sub> showed a significant negative correlation with K6+ scores, -0.32 with PM<sub>2.5</sub> concentration (<i>p</i> = 0.04) and -0.48 with PM<sub>2.5</sub> AQI (<i>p</i> = 0.002); however, wind speed had a positive association, 0.33, with K6+ scores (<i>p</i> = 0.03). These results suggested how specific events and meteorological conditions affected ambient air quality for only some of the prior 30 days yet still potentially influenced K6+ scores for some cohorts, e.g., large wildfires then prevailing winds. More research with improved exposure assessment is warranted. This initial environmental epidemiology study with ecological design can inform future collaborative research and practice work on mental health and the effects of environmental factors.

Authors

Institutions

Publication Details

Journal
International Journal of Environmental Research and Public Health
Published
2026-03-23
DOI
https://doi.org/10.3390/ijerph23030407
Primary Topic
COVID-19 and Mental Health
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Potential Associations Between Psychological Distress and Ambient Air Quality Among Secondary School Teachers in New Jersey

Juhi Aggarwal, Maryanne L. Campbell, Midhat Rehman, Derek G. Shendell et al.
International Journal of Environmental Research and Public Health
COVID-19 and Mental Health
article

Potential Associations Between Psychological Distress and Ambient Air Quality Among Secondary School Teachers in New Jersey

Juhi Aggarwal, Maryanne L. Campbell, Midhat Rehman, Derek G. Shendell, Quincy Hunter, Alexa Fiumarelli DeBenedetto
article en

Abstract

Cross-sectional surveys of psychological distress using the Kessler-6 tool (K6+) were conducted among training cohorts per year of New Jersey (NJ) secondary school teachers between January 2022 and December 2024. Data downloaded for 12-18 annual virtual synchronous live session training date ranges related to specified teacher cohorts, consisting of 30 calendar days prior to its date to relate to K6+ questions (575 unique participants across 42 total live sessions). Utilizing data from federal/state air quality monitoring stations (AQMS), we constructed a database of estimated exposures to ambient/outdoor air quality. Cohorts were broken down by school district (SD) and paired with AQMS based on approximate geographic proximity for each SD's school's physical address utilizing NJ-GeoWeb. Once addresses were reported and associated with two AQMS, associated reviewed daily criteria pollutant data (2021-2024) were retrieved for particulate matter (PM, PM<sub>10</sub> and PM<sub>2.5</sub>) and ozone. Data were averaged for relevant stations. Analyses suggested prior 30-day PM<sub>2.5</sub> showed a significant negative correlation with K6+ scores, -0.32 with PM<sub>2.5</sub> concentration (<i>p</i> = 0.04) and -0.48 with PM<sub>2.5</sub> AQI (<i>p</i> = 0.002); however, wind speed had a positive association, 0.33, with K6+ scores (<i>p</i> = 0.03). These results suggested how specific events and meteorological conditions affected ambient air quality for only some of the prior 30 days yet still potentially influenced K6+ scores for some cohorts, e.g., large wildfires then prevailing winds. More research with improved exposure assessment is warranted. This initial environmental epidemiology study with ecological design can inform future collaborative research and practice work on mental health and the effects of environmental factors.

International Journal of Environmental Research and Public HealthVol. 23(3)
Rutgers, The State University of New Jersey (US), Environmental and Occupational Health Sciences Institute (US)
Openalex Percentile: Top 17%
COVID-19 and Mental Health
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.