TY - JOUR
T1 - Investigation of Relationships Between the Geospatial Distribution of Cancer Incidence and Estimated Pesticide Use in the U.S. West
AU - Joseph, Naveen
AU - Propper, Catherine R.
AU - Goebel, Madeline
AU - Henry, Shantel
AU - Roy, Indrakshi
AU - Kolok, Alan S.
N1 - Funding Information: This research was a collaboration between the University of Idaho and Northern Arizona University. Partial support was provided to AK and NJ from the University of Idaho and to MG by a USGS 104b grant (G16AP00050) administered through the Idaho Water Resources Research Institute. Partial support was provided to CP, IR, and SH by an NIMHD center grant to the Southwest Health Equity Research Collaborative at Northern Arizona University (U54MD012388). Funding Information: This research was a collaboration between the University of Idaho and Northern Arizona University. Partial support was provided to AK and NJ from the University of Idaho and to MG by a USGS 104b grant (G16AP00050) administered through the Idaho Water Resources Research Institute. Partial support was provided to CP, IR, and SH by an NIMHD center grant to the Southwest Health Equity Research Collaborative at Northern Arizona University (U54MD012388). Publisher Copyright: © 2022 The Authors. GeoHealth published by Wiley Periodicals LLC on behalf of American Geophysical Union.
PY - 2022/5
Y1 - 2022/5
N2 - The objective of the study was to evaluate the potential geospatial relationship between agricultural pesticide use and two cancer metrics (pediatric cancer incidence and total cancer incidence) across each of the 11 contiguous states in the Western United States at state and county resolution. The pesticide usage data were collected from the U.S. Geological Survey Pesticide National Synthesis Project database, while cancer data for each state were compiled from the National Cancer Institute State Cancer Profiles. At the state spatial scale, this study identified a significant positive association between the total mass of fumigants and pediatric cancer incidence, and also between the mass of one fumigant in particular, metam, and total cancer incidence (P-value < 0.05). At the county scale, the relationship of all cancer incidence to pesticide usage was evaluated using a multilevel model including pesticide mass and pesticide mass tertiles. Low pediatric cancer rates in many counties precluded this type of evaluation in association with pesticide usage. At the county scale, the multilevel model using fumigant mass, fumigant mass tertiles, county, and state predicted the total cancer incidence (R-squared = 0.95, NSE = 0.91, and Sum of square of residuals [SSR] = 8.22). Moreover, this study identified significant associations between total fumigant mass, high and medium tertiles of fumigant mass, total pesticide mass, and high tertiles of pesticide mass relative to total cancer incidence across counties. Fumigant application rate was shown to be important relative to the incidence of total cancer and pediatric cancer, at both state and county scales.
AB - The objective of the study was to evaluate the potential geospatial relationship between agricultural pesticide use and two cancer metrics (pediatric cancer incidence and total cancer incidence) across each of the 11 contiguous states in the Western United States at state and county resolution. The pesticide usage data were collected from the U.S. Geological Survey Pesticide National Synthesis Project database, while cancer data for each state were compiled from the National Cancer Institute State Cancer Profiles. At the state spatial scale, this study identified a significant positive association between the total mass of fumigants and pediatric cancer incidence, and also between the mass of one fumigant in particular, metam, and total cancer incidence (P-value < 0.05). At the county scale, the relationship of all cancer incidence to pesticide usage was evaluated using a multilevel model including pesticide mass and pesticide mass tertiles. Low pediatric cancer rates in many counties precluded this type of evaluation in association with pesticide usage. At the county scale, the multilevel model using fumigant mass, fumigant mass tertiles, county, and state predicted the total cancer incidence (R-squared = 0.95, NSE = 0.91, and Sum of square of residuals [SSR] = 8.22). Moreover, this study identified significant associations between total fumigant mass, high and medium tertiles of fumigant mass, total pesticide mass, and high tertiles of pesticide mass relative to total cancer incidence across counties. Fumigant application rate was shown to be important relative to the incidence of total cancer and pediatric cancer, at both state and county scales.
KW - fumigants
KW - metam
KW - modifiable areal unit problem
KW - multilevel model
KW - pediatric cancer
KW - pesticides
UR - http://www.scopus.com/inward/record.url?scp=85130591101&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85130591101&partnerID=8YFLogxK
U2 - https://doi.org/10.1029/2021GH000544
DO - https://doi.org/10.1029/2021GH000544
M3 - Article
SN - 2471-1403
VL - 6
JO - GeoHealth
JF - GeoHealth
IS - 5
M1 - e2021GH000544
ER -