Studies that track very large numbers of people who already eat a certain way can be very valuable. For example, that is how scientists learned about the dangers of smoking and the benefits of exercise.
But observational studies are rife with uncertainty. These studies aren't controlled like experiments, and they're less precise and noisy. Health outcomes could also be the result of a higher income or better educated, or being more health-conscious.
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