Exposure assessments can be simple or complex, depending on
the needs of a particular risk-management question. They are
based on measurements, models, and assumptions, and generally
focus on individual chemicals, media, and sources. Often,
unvalidated mathematical models are used to make predictions
about a population's exposure on the basis of limited information
on chemical contamination and assumptions about the population.
The results oversimplify actual exposure magnitudes and
conditions, in part to allow for population variability. And the
methods generally do not consider other sources of exposure to
the same or similar chemicals and their interdependence, which
the Commission's risk-management framework will stimulate. This
section recommends ways to generate credible and understandable
exposure information for informed decisions by risk managers and
the public about the need for risk reduction. The Commission also
recommends that agencies exhibit an active preference for actual
exposure data for communities and populations at risk.
FINDING 3.2.1: Because of
statutory requirements and the desire not to underestimate
maximal chemical exposures, many risk assessments have estimated
risks for a hypothetical, nonexistent "maximally exposed
individual" (MEI) and have neglected information about the
frequency, duration, and magnitude of actual population
exposures. More recent assessments have used less extreme
exposure scenarios. Congress specified in the 1990 amendments to
the Clean Air Act that, after maximum available control
technology is implemented for stationary sources, further
controls must be considered if the lifetime excess cancer risk to
the "individual most exposed to emissions from a
source" in a category exceeds 10-6. The criteria
for the "individual most exposed" were not stated; in
fact, Congress mandated this Commission to advise what exposure
scenarios should be used.
RECOMMENDATION: Exposure assessments should
not be based on a hypothetical maximally exposed individual
(MEI). Screening risk assessments should rely on more
representative estimates, such as EPA's high-end exposure
estimate (HEEE) or a maximally exposed actual person and
estimates of the total number of potentially exposed people in
the geographical areas of interest. Risk-management decisions
should be based on refined exposure assessments that evaluate the
distribution of a population's varied exposures and should
address explicitly for any segments of the population that have
unusually high exposures. Exposure assessments should emphasize
the characteristics of actual or potential future populations in
relation to specific sources of exposure and should reflect
multiple sources of exposure, as appropriate in each case.
RATIONALE
With the intention of protecting public health, past
exposure-assessment and health risk-assessment practices have
relied on exposure estimates derived from a hypothetical
maximally exposed individual (MEI). An MEI is a person who might
spend a 70-year lifetime living at the point of greatest
deposition from a plume of contaminant emissions from an
industrial facility or a person who might spend a 70-year
lifetime drinking only groundwater with the highest
concentrations of contaminants detected. The MEI was often so
unrealistic that its use impaired the scientific credibility of
health risk assessment.
Federal agencies have generally moved away from exposure
assessments relying on such MEIs. For example, EPA's exposure
assessment guidelines have adopted the use of distributions of
individual exposures and high-end exposure estimates (HEEEs)
chosen from values in the upper tail of those distributions (EPA
1992a). EPA's risk characterization guidelines provide guidance
on the use of exposure descriptors to characterize risk (EPA
1995a). At this time, implementation of those guidelines among
EPA regional offices is uneven; some continue to use point
estimates, while others use probability distributions of exposure
estimates.
The Commission supports distributional approaches to exposure
characterization that are based on knowledge of the
characteristics of a population's variability. Where possible,
the entire distribution of the variability associated with
exposure should be used in a risk characterization (see section
5.1 and the discussion of variability and uncertainty in section
3.5). That distribution should be based on the characteristics of
the entire exposed population and not solely on a highly exposed
subpopulation; any highly exposed subpopulations known to exist
should be considered separately. If a single value representing a
population's or subpopulation's exposure is required, such as for
priority-setting, a point in the upper end of the distribution
should be used, such as the 90th percentile. Agencies should
develop standard distributions to use in exposure assessments as
defaults when population-specific information is unavailable. If
data limitations do not permit the development of a defensible
exposure distribution, a value representing a hypothetical highly
exposed individual should be used. Such point exposure estimates
might be useful for simple screening-level risk assessments.
Probabilistic exposure estimates should be considered when
standard default methods are expected to yield unrealistically
conservative exposure estimates, when population estimates of
exposure are desired, or when the exposure assessment is complex.
Mark Van Putten, of the National Wildlife Federation, testified
before the Commission that the environmental-justice movement has
provided some impetus for considering distributions instead of
point estimates, on the grounds that populations with
disproportionate exposures can be more explicitly identified and
considered in risk assessments. We agree.
One advantage of using distributions to describe a
population's exposure is that it focusses attention on the
characteristics of the population. Exposure estimates derived
primarily from the emission or other characteristics of a
particular source of contamination are incomplete. Exposure is
experienced by individual members of populations and should be
assessed accordingly. A population-based approach can be
source-specific but should include information on the variables
that affect exposure characteristics, such as activity patterns
that influence the mode, frequency, and duration of exposures. A
complementary community-based approach would begin by determining
a population's exposures and moving from that information to
identify sources of exposure. The total exposure assessment
methodology (TEAM) study conducted by EPA, in which
representative members of several urban populations used small
personal samplers to measure individual exposure to airborne
chemicals (EPA 1987a), is an example of a community-based
approach to exposure assessment. Monitoring blood lead in a
community's children and tracing the sources of lead is another
example.
Many exposure assessments are based on source characteristics,
not population characteristics. For example, air pollution
sources typically have been licensed on the basis of modeled
projections of their stack emissions. Few data (if any) on actual
population exposures exist. Such data deficiencies create
problems, as emphasized by Ellen Silbergeld, of the Environmental
Defense Fund, in testimony before the Commission: there is no
direct way to estimate the actual health risks experienced by an
exposed population; there is no way to assess the relative
contribution of multiple sources to risk; and there are no
baseline data with which to evaluate the effects of new sources
or of pollution-reduction activities on existing sources.
Resistance to collecting data on populations' actual exposures
arises from the substantial time and expense associated with
monitoring efforts, especially given the large variations in
local climate and the problems associated with accurate detection
of small pollutant exposures. Environmental monitoring is needed,
however, to generate actual data that are consistent with a
public-health approach to risk assessment and with the
Commission's framework for risk management. Exposure assessment
must begin to address aggregate exposure. Stimulated in part by
Toxics Release Inventory reports, communities are interested not
just in what a particular industrial facility exposes them to,
but in how that facility adds to the burden of exposures that
they are already experiencing. Focusing on real populations is
essential to identifying multiple-exposure situations. We expect
biomarkers of exposure to become useful in validating exposure
estimates and in relating exposures to specific subgroups and
even to individuals.
FINDING 3.2.2: Some
population groups are at increased risk for toxic effects of
chemical exposures because their exposures are greater than those
of other population groups. Cultural practices, occupational
exposures, behavior patterns, eating habits, and effects of
related chemicals can be responsible. The high-risk
subpopulations might be of special concern when risk assessments
are conducted and risk-management decisions are made. Risk
assessors often have not sought information from knowledgeable
citizens and as a result, have not explicitly considered specific
exposure conditions that might be present in minority-group
communities, particular occupational settings, or areas of low
socioeconomic status.
RECOMMENDATION: Risk assessments should be
conducted so as to identify increased risk to particular groups
of people who are likely to have higher exposures to the
chemicals of interest. Affected parties should be consulted in
the early stages of an assessment to obtain information on all
known sources of exposure to a particular chemical and to related
chemicals and to characterize exposure factors peculiar to
particular subpopulations and link them with host susceptibility
factors (see section 3.1).
RATIONALE
Increased risks of adverse health effects of contaminant
exposures can result from increased doses and from increased
susceptibility, which was discussed in section 3.1. Dose is a
function of the concentration of a substance in the environment
and the extent of exposure that a person has with the substance.
Advances in the use of biologic markers will help to define
relationships between exposure and dose. The following is a list
of some factors that can increase risk as a result of increased
exposure.
| Population | Examples of factors that affect exposure |
| Industrial and agricultural workers | Greater exposure to job-related hazardous chemicals through breathing and skin contact; more lung exposure associated with physically demanding work |
| Subsistence and sport fishers | Higher fish consumption; consumption of unusual parts of fish |
| Infants and children | Higher consumption of fruit, vegetables, and fruit juices; higher inhalation rates |
| Low-income and minority-group communities | Greater exposure to lead from lead paint in houses and soils; greater exposure to second-hand cigarette smoke; inequitable distribution of risk-generating activities |
The Clinton Administration, the 103rd and 104th Congresses,
several interest groups, and the scientific community have
attempted to address the issue of high-risk populations in
several ways. For example, Executive Order 12898 on Environmental
Justice requires that federal programs protect minority-group and
low-income populations from disproportionately high exposures and
adverse human health and environmental effects. EPA addressed the
potentially greater susceptibility of children to pesticides and
pesticide residues by requiring that assessments of environmental
risks explicitly take into account health risks to children and
infants associated with environmental hazards in the air, in
food, and in water (EPA 1995b). That policy followed a National
Research Council report that variations in dietary exposure to
pesticides related to differences in food and beverage intake,
age, geographic region, and ethnicity were not addressed
adequately by current regulatory practice (NRC 1993). Infants and
children might be more heavily exposed to pesticides than adults
because of their relatively high intake of fruit juices, and they
are more susceptible to the toxic effects of pesticides because
of the sensitivity of their still-developing nervous systems and
probably because of their greater concomitant exposures to lead
and other environmental hazards.
Community assistance in characterizing exposure factors
peculiar to particular segments of the population can focus a
risk assessment and broaden risk-management options. The
Commission heard testimony from Asians and Pacific Islanders
about their fish-consumption patterns and about the role that
education can play in risk management. Not only do they consume
more fish, but they consume parts of seafood that are usually
discarded by others and in which pollutants are often
concentrated, placing themselves at higher risk than the general
population for the effects of contaminants in fish. They reported
that educational brochures, signs around contaminated bodies of
water, and community involvement led to voluntary reduction in
exposure through modest changes in fish-eating in the Seattle
area. In contrast, Mark Van Putten, of the National Wildlife
Federation, testified that in the Great Lakes region it was
difficult to convince risk managers that subsistence fishers,
such as Native Americans, should be considered in risk
assessments.
Using specific information gathered from the community and
stakeholders could reduce the need for default assumptions and
improve the quality of risk assessments in communities with
multiple polluting operations, such as a municipal incinerator, a
chemical plant, a dry-cleaning establishment, and an abandoned
hazardous-waste site. Involving the community and other
stakeholders in the planning stages of a risk assessment can help
to engage individuals, families, schools, businesses, and
municipalities in targeted pollution-prevention and
pollution-reduction actions that reduce exposures. The
Commission's framework for risk management (section 2), calls for
stakeholders to be involved in every step of the process,
including evaluation of the actions taken.
FINDING 3.2.3: Exposure
assessments vary greatly in design and content. Complex
risk-management decisions often are based on simplistic,
deterministic estimates of exposure derived from few data, many
assumptions, and inadequately validated models. In contrast, some
exposure assessments are more complex than is needed for
straightforward risk-management decisions.
RECOMMENDATION: Exposure assessments should
be designed to be commensurate with the needs of the
risk-management decisions at issue. The design of an appropriate
exposure assessment should take place at the problem-definition
stage of the risk-management process.
RATIONALE
Several measurement tools, statistical methods, and other
procedures and considerations can be used to design and conduct
an exposure assessment. No method or group of methods should be
used in all cases. Selection of appropriate methods should be
discussed and evaluated during the planning stages of a
risk-management process (the problem/context stage of the
Commission's risk-management framework) to ensure that they meet
the needs and expectations of risk managers and other
stakeholders. The following general principles are suggested as
the basis of the planning of an exposure assessment.
Simple methods should be considered before
more-complex methods. Such a tiered assessment strategy is
increasingly used in risk assessment and can be cost-effective.
Chemicals are more biologically available in
some media than in others; that is, the matrix within which
chemicals occur (such as air, water, food, or soil) can greatly
affect the extent of human exposure. The effect of the matrix
should be considered in assessing exposure before assuming as a
default that contaminants are 100% bioavailable.
Whenever possible, measurements should be
obtained to support or validate any generic values used in
exposure assessments, to check modeling results, or to provide
more-realistic estimates of exposure than can be obtained with
models. Such measurements might include collecting data at
locations where exposures are anticipated, monitoring the
exposures experienced by individuals, collecting data on the
physical and chemical conditions that affect the movement and
availability of chemicals, and providing information that relates
exposure to effects, possibly using biologic markers.
Measurements of exposure can be very different from estimated
exposures based on source characteristics.