Choice Reaction Time Experiment (Statistics)

My simulated research idea investigates whether caffeine has an effect on reaction time during a choice reaction time experiment. I hypothesized that caffeine could cause a reduction in reaction times and increase alertness in a reaction time task.

100 participants are recruited – 50 males and 50 females. I made up the scenario that they took the choice reaction time task, once with no coffee and once after they drink coffee…

Simulated data attached.

Please determine what statistical method is the best for my hypothesis (Pearson’s correlation or t-test).
Use the statistical method to draw a clear conclusion/ correlation
Describe how you used the method.

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Choice Reaction Time Experiment (Statistics)

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