Reasoning pattern · scientific reasoning

Hazard–risk confusion

Hazard–risk confusion collapses two questions: whether an agent can cause harm at some exposure, and how likely that harm is at a specified dose, route, duration and population.

Also known as: hazard versus risk confusion

A substance or exposure can be hazardous without presenting meaningful risk at every dose. Risk assessment requires the conditions of exposure, not just the existence of a hazard classification.

In practice

Claims using this reasoning pattern

3
Unsupported Reviewed Sep 30, 2026

Do 5G mobile networks cause cancer?

5G uses non-ionizing radiofrequency fields, but that does not by itself settle long-term cancer risk. Direct 5G-specific cancer epidemiology is still immature, broader human RF evidence has not shown increased risk for the best-studied tumours, and positive animal findings remain important but methodologically disputed. Ordinary 5G exposure has not been shown to cause cancer.

Contradicted Reviewed Sep 30, 2026

Do microwave ovens make food radioactive or expose users to ionizing radiation?

Microwave ovens use radiofrequency electromagnetic radiation to heat food, but microwaves are non-ionizing: their photons do not carry enough energy to ionize atoms in the way X-rays or gamma rays can. Absorbed microwave energy becomes heat and does not make food radioactive. High microwave exposure can injure tissue through heating, which is why ovens are shielded, interlocked and subject to leakage limits; a damaged oven should not be treated as equivalent to normal operation.

Unsupported Reviewed Sep 29, 2026

Does normal household Wi-Fi exposure cause cancer?

Typical household Wi-Fi exposure is low, and human RF studies have not shown increased risk for the best-studied cancers. Experimental-animal evidence includes tumour findings, but the strength of that evidence and its translation to human household Wi-Fi are disputed. Cancer from normal household Wi-Fi exposure has not been demonstrated.