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Table 1 Key ethical themes and subthemes for the early detection of disease risk factors

From: Ethics of early detection of disease risk factors: A scoping review

Main themes

Sub themes

Reliability and uncertainty in early detection

Validity, sensitivity, and specificity of the detection methods

Predictive value and reliability of the detection methods

Data biases

The complexity of big data

Autonomy

Informed consent

Health competencies

Empowerment and responsibility for health

Privacy

Data protection

Confidentiality

Beneficence and non-maleficence

Harmful psychological effects

False-positive and false-negative results

Actionability of test results

Behavior and lifestyle change

Risk communication

Downstream burdens on others

Changing perceptions of “at-risk individuals”

Direct and indirect implications for family and significant others

Responsibility

Individual responsibilities for health

Collective and societal responsibilities for health

Justice

Stigmatization and discrimination

Health inequities

Equitable and efficient use of financial resources

Medicalization and conceptual disruption

Reconceptualization of health and disease

Overdiagnosis and overtreatment