Chapter 2: Behavioural Variability and Research Flashcards
Descriptive Statistics
Used to summarize and describe the behaviour of participants in a study.
Inferential Statistics
Used to draw conclusions about the reliability and generalizability of one’s findings.
Variance
Statistic used to indicate the amount of variability in participants’ responses.
Range
The difference between the highest and lowest scores.
What is a disadvantage of using range?
Two sets of data could be very different but still have the same range.
Total Variance
Systematic Variance + Error Variance
Systematic Variance
The portion of the total variability in participants’ scores that is related in an orderly, predictable fashion to the variables the researcher is investigating.
Error Variance
The portion of the total variance in participants’ scores that is unrelated to the variables under investigation in the study; variance that remains unaccounted for. The more error variance in the data, the more difficult it is to determine whether the variables of interest are related to variability in behaviour. Researchers try to minimize error variance as much as possible in order to detect the systematic variance in the data.
Effect Size
A measure of the strength of the relationship between two variables. It indicates the proportion of the total variance that is systematic variance.
Meta-Analysis
A procedure used to examine every study that has been conducted on a particular topic to assess the relationship between whatever variables are the focus of the analysis. By looking at effect sizes across many studies, a general estimate of the strength of the relationship between the variables can be calculated.