Hazard data |
Regulatory compliance |
Not representative of individual exposures |
Standard setting |
Gaps in geographic coverage of monitors |
Policymaking |
High percentage of nondetected values in data |
Characterization of pollution sources |
Sampling and measurement errors are often unknown |
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Reflect current levels of pollutants |
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Insufficient data quantity for trend analysis |
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Objectives for monitoring vary across environmental media |
Exposure data |
Indicator of individual exposure to a hazard |
Data rarely available at the individual level |
Required to link hazard with health outcome |
Misclassification of exposure |
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Difficult to account for multiple exposure pathways |
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Exposure models based on assumptions and uncertainties not included in statistical analysis |
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Lack of data amount, frequency, and duration of exposure |
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Variability within populations impedes generalizing exposure |
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Difficult to reconstruct past exposure |
Health outcome data |
Describes health status of populations |
Data completeness |
Describes distribution and frequency of disease |
Misclassification of disease |
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Generalizability to population |
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Confidentiality issues (HIPAAa) |
All three types of data |
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Completeness of records |
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Timeliness of reporting |
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Availability of access to data |
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Geographic resolution of the data (scale) |
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Frequency of data collection |
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Lack of data collection standards |