A public health researcher analyses data from 5,000 adults and finds that individuals who report higher levels of social support also report better physical health outcomes. The researcher publishes a report concluding that strengthening social networks should be a public health priority because social support improves physical health.
Which of the following most accurately evaluates the researcher's conclusion?
The conclusion is valid because the large sample size confirms that social support causes better health
The conclusion overstates the findings because correlation does not establish the direction or cause of the relationship
The conclusion is flawed because self-reported health measures are always unreliable
The conclusion is valid because the relationship between social support and health has been widely replicated
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