Biostatistics & Research · single question

A dental sales representative describes the strength of a new ceramic material in Newtons per square metre. This is an example of what type of variable?

  1. Independent
  2. Categorical
  3. Continuous
  4. Discrete
Show answer and explanation

Correct answer: C. Continuous

  • A. Independent describes a variable's ROLE in a study, not its type — it is the one the investigator manipulates. If this ceramic's strength were being studied, strength would be the outcome depending on material choice, making it the dependent variable.
  • B. Categorical (qualitative) variables assign a unit to a named group rather than a number — hair colour, ASA class, Angle classification, blood type. Strength expressed in N/m² is numeric, so it cannot be categorical.
  • C. CORRECT. A continuous variable is obtained by MEASURING and can take any value within a range of real numbers, limited only by the precision of the instrument. Material strength in N/m² can be 312.4 or 312.47 MPa — there is no gap between permissible values.
  • D. Discrete variables are obtained by COUNTING and take only distinct whole values with nothing in between. The number of teeth in a patient's dentition is discrete: 27 or 28, never 27.5.

Note: Two independent axes, and questions often test both at once. TYPE: numeric (continuous or discrete) versus categorical (nominal or ordinal). ROLE: independent (manipulated, the presumed cause) versus dependent (measured, the presumed effect). A single variable has one answer on each axis.

Practice Biostatistics & Research questions Biostatistics & Research study notes

More Biostatistics & Research practice questions