Data Analysis and Gathering Methods
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Questions and Answers

What common mistake do researchers make when they see patterns or correlations in data?

  • They assume causation (correct)
  • They conclude the data is irrelevant
  • They ignore the patterns
  • They seek more data to confirm correlations

What is the danger of assuming causation from correlation in research?

  • Overwhelming data collection
  • Automatic publication in scientific journals
  • Increased funding opportunities
  • Misleading results (correct)

What should data be analyzed in the context of, according to the text?

  • A broader research framework (correct)
  • Personal bias
  • A specific hypothesis
  • Past experiences

Why is it important to consider factors like patient age and overall health in health science research?

<p>They influence patient outcomes (D)</p> Signup and view all the answers

What risk arises from selective analysis according to the text?

<p>Skewed results (B)</p> Signup and view all the answers

What happens when researchers overemphasize specific data points without considering the dataset as a whole?

<p>Biased conclusions (A)</p> Signup and view all the answers

Why might it be misleading to declare Product A superior based on the preference of 90% of 20 respondents?

<p>The surveyed group may not be representative (B)</p> Signup and view all the answers

What action can researchers take to ensure avoiding risks in their research?

<p>Consider all available data (C)</p> Signup and view all the answers

In research, what is recommended regarding data collection design?

<p>Include different sides of the issue (C)</p> Signup and view all the answers

What is the key strategy recommended for researchers in data analysis?

<p>Consider all available data (B)</p> Signup and view all the answers

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