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Table 2 Illustrations of characterizations of uncertainties in environmental burden of disease assessments

From: Dealing with uncertainties in environmental burden of disease assessment

Source of uncertainty

Nature

Epistemic/Ontic (Process Variability/Normative Uncertainty)

Range

Statistical/Scenario

Recognized ignorance

Methodological unreliability

Value diversity among analysts

CONTEXTUAL UNCERTAINTY

1

Multiple ways of defining the 'total environment'

E/Nor

Sc

-

+

++

2

Only including diseases that cause at least 1% of the global burden of disease

Nor

Sc

--

--

+

MODEL STRUCTURE UNCERTAINTY

3

Specific form of the exposure-response relationship is unknown

E

Sc

+

+

+

4

Evidence for causality (environmental factor leading to health effect) is weak and contradicting

E

Sc

++

++

+

5

Incomplete understanding of the joint effect of smoking and radon in relation to lung cancer

E

Sc

+

+

+

6

Accounting for susceptible groups if the available relative risk is not representative for this group

Pro/E

St

+

+

+

PARAMETER UNCERTAINTY

7

Determining a relative risk (RR) for long-term exposure to PM10

E

St

+

+

-

8

Applying an American RR for PM10 to the Netherlands

E

Sc

++

+

+

9

Use of severity weights

Nor/E

Sc

+

+

++

INPUT DATA UNCERTAINTY

10

Extrapolating non-assessment-specific exposure measurements

E

Sc

++

+

+

11

Measuring population exposure

E

St

+

+

-