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maximum exposure and ecological sensitivity. When an early tier cannot define risk to support a management decision, a higher assessment tier is used that may require either additional data or applying more refined analysis techniques to available data. Iterations proceed until sufficient information is available to support a sound management decision, within the constraints of available resources.
Risk hypotheses are proposed answers to questions risk assessors have about what responses assessment endpoints (and measures) will show when they are exposed to stressors and how exposure will occur. Risk hypotheses clarify and codify relationships that are proposed through the consideration
of available data, information from scientific literature, and the best professional judgment of the risk assessors developing the conceptual models. This explicit process opens the risk assessment to peer review and evaluation to ensure the scientific validity of the work. Risk hypotheses are not equivalent to statistical testing of null and alternative hypotheses. However, predictions generated from risk hypotheses can be tested in a variety of ways, including standard statistical approaches.
Successful completion of problem formulation depends on the quality of three products: assessment endpoints, conceptual models, and an analysis plan. Since problem formulation is inherently interactive and iterative,
not linear, substantial reevaluation is expected to occur within and among all the products of problem formulation.
Assessment endpoints are “explicit expressions of the actual environmental value that is to be protected” (U.S. EPA, 1992) that link the risk assessment to management concerns. Assess- ment endpoints include both a valued ecological entity and an attribute of that entity that is important to protect and potentially at risk (e.g., overwintering sites for important fish species,
traditional hunting areas). For a risk assessment to have scientific validity, assessment endpoints must be ecologically relevant to the ecosystem they represent and susceptible to the stressors of concern. Assessment endpoints that represent societal values and management goals are more effective in that they increase the likelihood that the risk assessment will be used in management decisions. Assessment endpoints that fulfill all three criteria provide the best foundation for an effective risk assessment.
Potential interactions between assessment endpoints and stressors are explored by developing a conceptual model. Conceptual models link anthropogenic activities with stressors and evaluate interrelationships among exposure pathways, ecological effects, and ecological receptors. Conceptual models include two principal components: risk hypotheses and a conceptual model diagram.
Risk hypotheses describe predicted relationships among stressor, exposure, and assessment endpoint response. Risk hypotheses are hypotheses in the broad scientific sense; they
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do not necessarily involve statistical testing of null and alternative hypotheses or any particular analytical approach. Risk hypotheses may predict the effects of a stressor (e.g., a chemical release) or may postulate what stressors may have caused observed ecological effects. Key risk hypotheses are identified for subsequent evaluation in the risk assessment.
A useful way to express the relationships described by the risk hypotheses is through a diagram of a conceptual model. Conceptual model diagrams are useful tools for communicating important pathways in a clear and concise way and for identifying major sources of uncertainty.
Risk assessors can use these diagrams and risk hypotheses to identify the most important pathways and relationships that will be evaluated in the analysis phase. Risk assessors justify what will be done as well as what will not be done in the assessment in an analysis plan. The analysis plan also describes the data and measures to be used in the risk assessment and how risks will be characterized.
The conceptual model is developed after the initial problem formulation phase of the assessment and is refined as the assessment proceeds. It presents a working hypothesis of how the contaminants of concern at a site might affect the ecological components. The model includes descriptions of the contaminant source(s), the receptor, the exposure pathway(s), and the impacts to the receptor and other environmental components.
Conceptual models should be inclusive in that they should include all sources, receptor classes, and routes of exposure that are of plausible concern. As the risk assessment process continues, the models are refined by eliminating (1) receptors that are not deemed to be
suitable assessment endpoints, (2) routes of exposure that are not credible or important, (3) routes of exposure that do not lead to endpoint receptors, and (4) potential sources that are not deemed credible or important. In addition, the conceptual model becomes more specific as particular endpoints and the spatial and temporal scale of the assessment are identified.
The basis for the conceptual models depends on the stage of the assessment and the amount of assessment that has been done before that stage.
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The first conceptual model is based on qualitative evaluation of existing information and expert judgment. It should be conservative in the sense that sources, pathways,
and receptors should be deleted only if they are clearly not applicable to the site.
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The participants in the assessment process can apply professional judgment and managerial authority to modify the draft conceptual model presented by the assessment scientists. For example, the parties may decide that the results of the screening assessment are not based on data of sufficient quality
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deleting media or receptors. Some receptors may be eliminated because they are not judged to be sufficiently important or sensitive or not sufficiently related to the remedial decision.
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