Correlation and Correlational Research - Simon Fraser University
Correlation and Correlational Research
Chapter 5
The Two Disciplines of Scientific Psychology
? Lee Cronbach
? APA Presidential Address
Fundamentals of Correlation
? correlations reveal the degree of statistical association between two variables
? used in both experimental and non-experimental research designs
? Correlational/Non-Experimental research
? establishes whether naturally occurring variables are statistically related
Correlational Research
? in correlational research, variables are measured rather than manipulated
? manipulation is the hallmark of experimentation which enables researchers to draw causal inferences
? distinction between measurement and manipulation drives the oft-cited mantra "correlation does not equal causation"
Direction of Relationship
Positive
? two variables tend to increase or decrease together
? higher scores on one variable on average are associated with higher scores on the other variable
? lower scores on one variable on average are associated with lower scores on the other variable
? e.g., relationship between job satisfaction and income
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