Asked by Farah Gooch on Jul 06, 2024

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In the context of correlation coefficients, which of the following problems occurs when the individuals in a sample are very similar on the variable the researcher is studying?

A) Restriction of range
B) Measurement error
C) Temporal precedence
D) Central tendency

Restriction Of Range

A problem when scores on a variable are limited to a small subset of their possible values; this makes it more difficult to identify relationships of the variable to other variables of interest.

Correlation Coefficients

Numerical measures indicating the strength and direction of a linear relationship between two quantifiable variables.

Sample

A subset of a population selected for measurement, observation, or questioning to provide statistical information about the population.

  • Identify the effects various variables have on correlation and the results of research.
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JR
Jeffrey RiveraJul 11, 2024
Final Answer :
A
Explanation :
Restriction of range occurs when there is limited variability in the scores of one or both variables, which can lead to an artificially weakened correlation coefficient. This can happen when the individuals in a sample are very similar on the variable being studied, such as if only high-achieving students are included in a study of academic performance.