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</p> Signup and view all the answers

    What risk arises from selective analysis according to the text?

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

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

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

    In research, what is recommended regarding data collection design?

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

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

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

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