Data analysis in a quantitative study should
A) include many types of statistical procedures so that it is clear why the hypothesis was found to be significant or not.
B) not be written up in great detail or length because this does not directly clarify the important conclusions and implications.
C) include the simplest, most powerful, and appropriate statistics for the problem at hand.
D) All of these are true.
E) None of these is true.

Question

Quizplus · Accepted Answer

Data analysis in a quantitative study should include the simplest, most powerful, and appropriate statistics for the problem at hand. This means that only the necessary statistics should be used to analyze the data and that those statistics should be chosen based on their appropriateness and effectiveness for answering the research question or hypothesis. Including many types of statistical procedures or writing up the analysis in great detail does not necessarily clarify the important conclusions and implications and can even detract from the clarity of the results.

Data Analysis in a Quantitative Study Should