Recall and explain the primary causal limitation of complex correlational research. In your answer, describe what is the best outcome or maximum achievement that these designs can demonstrate regarding causal interpretations.
Question: Recall and explain the primary causal limitation of complex correlational research. In your answer, describe what is the best outcome or maximum achievement that these designs can demonstrate regarding causal interpretations.
Sample answer: The primary causal limitation of complex correlational research is that it cannot unambiguously establish that one variable causes another. Because these approaches are purely correlational, the best they can achieve is to demonstrate patterns of statistical relationships that are consistent with some causal interpretations and inconsistent with others.
Key points:
- Complex correlational research cannot unambiguously establish that one variable causes another.
- These research approaches are purely correlational.
- The maximum achievement is demonstrating patterns of statistical relationships.
- The patterns are consistent with some causal interpretations and inconsistent with others.
Rubric: To receive full credit, the answer must state that complex correlational research cannot unambiguously establish that one variable causes another (1 point), note that these approaches are purely correlational (1 point), and explain that the best they can do is demonstrate patterns of statistical relationships that are consistent with some causal interpretations and inconsistent with others (1 point).
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Research Methods in Psychology - 4th American Edition @ KPU
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