In: Statistics and Probability
A researcher wanted to study the effect of alcohol on reaction time. She hypothesized that alcohol will INCREASE reaction time (participants will take longer to react). She selected a sample of n= 36 participants from Rutgers University. The 36 participants each consumed a 6-ounce glass of wine. Thirty minutes later, the researcher measured each participant’s reaction time, using a standardized driving simulation task for which the regular population has a µ = 400 msec reaction time with a σ = 48. The reaction time mean for the sample was M= 412 msec. Are the data sufficient to conclude that the alcohol significantly increased reaction time?
(1)
Name the population :
All persons from Rutgers University.
(2)
Name the sample
a sample of n= 36 participants from Rutgers University.
(3)
Cause-What is the independent variable?
alcohol
(4)
Effect-What is the dependent variable?
reaction time
(5)
Z Test for One Population Mean
(6)
What two means are you comparing in this test?
= Population Mean = 412
= Hypothesized Population Mean = 400
(7)
Please calculate the appropriate hypothesis test using all four steps:
Step 1:
H0: Null Hypothesis: ( the alcohol did not significantly increase reaction time )
HA: Alternative Hypothesis: ( the alcohol significantly increased reaction time ) (claim)
Step 2:
Take = 0.05
One Tail Right Side Test
From Table critical value of Z = 1.64
Rejection Region:
Reject H0 if Z > 1.64
Step 3:
Test Statistic is given by:
Step 4:
Since calculated value of Z = 1.50 is less than critical value of Z = 1.64, the difference is not significant. Fail to reject null hypothesis.
Conclusion:
The data do not support the claim that the alcohol significantly increased reaction time.