Biostatistics & Research · single question

A research study on fluoride absorption asks which variable could MOST affect the accuracy of the study results?

  1. Difference in fluoride concentration across natural water sources
  2. Difference in absorption between males and females
  3. Failures in the sensitivity of the tests used to measure results
  4. Altitude and its influence on fluoride absorption
Show answer and explanation

Correct answer: C. Failures in the sensitivity of the tests used to measure results

  • A. Incorrect. Natural source concentration variability is a real-world factor but is more about external validity than internal measurement accuracy.
  • B. Incorrect. Sex differences in absorption may be a confounding variable but do not directly affect the accuracy/sensitivity of the measurement tools.
  • C. Correct. FAILURES IN TEST SENSITIVITY — i.e., the measurement tool's inability to accurately detect or quantify fluoride levels — would most directly compromise the accuracy (internal validity) of the study results. If the test cannot reliably measure fluoride absorption, the data are invalid regardless of the study design.
  • D. Incorrect. Altitude might have a minor effect but is not the most critical methodological concern for test accuracy.

Practice Biostatistics & Research questions Biostatistics & Research study notes

More Biostatistics & Research practice questions