correlational
negative effect
No Evidence

People with lower heart rate variability (a measure of how much heart rate changes) from very short heart recordings are more likely to develop fatty liver disease later on

Scientific Claim

Low heart rate variability measured from 10-second electrocardiograms is associated with increased risk of developing non-alcoholic fatty liver disease in adults

Evidence Quality Assessment

Claim Status

appropriately stated

Study Design Support

Design supports claim

Appropriate Language Strength

association

Can only show association/correlation

Assessment Explanation

The study uses 'associated with' which is appropriate for an observational cohort study. The title correctly reflects the correlational nature of the findings.

Source Excerpt

Low heart rate variability from 10-s electrocardiograms is associated with development of non-alcoholic fatty liver disease

Evidence from Studies

Supporting Evidence (1)

Why it supports

This is an observational cohort study that found a statistical association between low HRV and subsequent NAFLD development. The study design cannot establish causation, only correlation.