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Air Quality Guidelines Global Update 2005 - World Health ...

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166<br />

AIR QUALITY GUIDELINES<br />

Uncertainties<br />

Clearly, there are many uncertainties involved in estimating the health effects associated<br />

with outdoor air pollution. Over time, some of these will be reduced as<br />

new research is conducted. Nevertheless, some uncertainty will be inherent in<br />

any estimate. For many of these issues, the bias could be either positive or negative.<br />

We briefly discuss below some of the major uncertainties.<br />

There are several uncertainties and limitations involved in using epidemiological<br />

evidence for quantitative assessment. A key assumption is that the relationship<br />

between air pollution and health effects is causal. Then, the observed<br />

association can reasonably be used to predict how changes in pollution concentrations<br />

will influence the incidence of health effects. Observational epidemiological<br />

studies are able to demonstrate whether an association exists between<br />

health effects and pollution concentrations, but it is more difficult for the studies<br />

to prove that the relationship is causal. It is possible that a statistically significant<br />

relationship is actually due to some unidentified factor that is correlated with<br />

pollution concentrations. Nevertheless, the likelihood of causation is strengthened<br />

when: (a) epidemiological results are replicated by similar findings in different<br />

studies with variable underlying conditions; (b) multiple health outcomes<br />

appear to be affected in a consistent and coherent manner; and (c) the results are<br />

supported by either toxicological or controlled studies on humans. Such is the<br />

case with PM, where numerous studies have found a similar magnitude of effect<br />

for mortality, and have also linked it with a wide spectrum of cardiorespiratory<br />

health outcomes. There is a growing body of laboratory and clinical evidence<br />

regarding the health effects associated with exposure to PM, although biological<br />

mechanisms that underlie the observed epidemiological associations have not<br />

been fully elucidated. This adds some additional uncertainty when using epidemiological<br />

relationships to predict how health may change as a result of changes<br />

in ambient pollution concentrations.<br />

Another large uncertainly concerns dependence on epidemiological studies for<br />

risk estimates. Epidemiological studies have both advantages and disadvantages<br />

in estimating the health impact of air pollution. Epidemiological studies involve<br />

the study of humans in real situations, and thus human health effects are observed<br />

under a wide range of behavioural situations and conditions. The obvious advantage<br />

of such studies is the lack of a need to extrapolate results across species or<br />

dose levels. A wide range of health outcomes can be studied, including mortality,<br />

and a wide range of subgroups can be examined in detail. For example, it is possible<br />

to examine the effects of air pollution on individuals with severe asthma or<br />

on elderly people with chronic bronchitis. In addition, researchers can examine a<br />

wide range of pollutants and pollutant mixes by considering multiple seasons or<br />

locations, and exposures over many days, months and years can be investigated.<br />

Among the disadvantages of this approach are imprecision in measuring exposure<br />

and response, and potential confounding of the air pollutant measure by

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