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Nursing QUESTION #9209
Question 1
In quantitative nursing research, what is the PRIMARY purpose of randomization in an experimental study?
  • To ensure the sample is large enough for statistical significance
  • To distribute known and unknown confounding variables equally between groups✔️
  • To eliminate all sources of measurement error
  • To guarantee that the study findings will be generalizable
Correct Answer Explanation
Correct Answer: B

Randomization is the process of randomly assigning participants to experimental or control groups. Its PRIMARY purpose is to:

Equally distribute both known and unknown confounding variables between groups

This ensures that any observed differences in outcomes can be attributed to the intervention rather than pre-existing group differences.

Key benefits of randomization:
  • Controls for selection bias
  • Distributes confounders (age, comorbidities, severity) evenly
  • Strengthens internal validity
  • Is the basis for the RCT — the gold standard of research design
Randomization does not eliminate measurement error (that requires reliability measures) or guarantee generalizability (that requires representative sampling).