I acknowledge the fact that you employed appropriate statistical tests for your research study. The T-Test and the U-Test are some of the most important methods of statistical analysis. Scientists and experts in other fields such as business use the same strategies to make critical decisions associated with their organizations.
Judging by the kind of information you are analyzing, the T-test and the U-Test are ideal methods you could use without providing bias information. You mentioned that you are using seven different articles with contrasting levels of the evidence hierarchy. Thus, I feel that you selected the ideal tests with minimum complexities.
Regarding your implication concerning the study, I believe that you made a brilliant move by exposing the limitations of the statistical tests you employed. You are fair to your readers by being honest about your findings. Thus, readers will be eager to carry out further studies concerning analyzing different types of data.
However, what I would like to know is; are your methods the best or at least the most preferable to use for such a study, regardless of their limitations?
You are clear that you used articles based on a systematic review. However, I do not understand why you did not mention the type of statistical test you employed. You talked about p values, but a reader not familiar with the meaning of the values would not understand what you are trying to prove.
Also, now that I have no idea about the method you employed, I do not know if you applied the right strategies concerning your study. P values could represent several methods of analysis. I think it is best if you are specific.
In my opinion, you are quick to report your analysis, but you are not focusing on the most critical factors. You ought to be precise, simple, and clear. You need to improve when it comes to relaying such information.
My question for your study is; what conclusion can you draw from the information you derived?
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