Question

In: Statistics and Probability

Assume that a researcher is interested in testing whether there is a significant effect of video...

Assume that a researcher is interested in testing whether there is a significant effect of video game playing on teenagers’ visual-spatial abilities. The researcher randomly selects 4 participants and measures their visual-spatial cognition before and after playing video games for 4 hours a day for a week.*SHOW WORK FOR THIS PROBLEM.

a. Use the data in the table below to conduct the appropriate statistical test including all of the necessary steps. Assume α = .10.

Participant

Xbefore Xafter

A

85

86

B

78

85

C

96

97

D

68

72

1) H0: µD  , H1: µD  

2) tcrit =  (DO NOT ROUND)

3) t =  (ROUND TO THREE DECIMALS)

4) Decision =  (FTR or RTN)

b. Also construct a 90% confidence interval of the difference.

90%CI(,) (ROUND TO TWO DECIMALS)

Solutions

Expert Solution

Number Before After Difference
85 86 -1 5.0625
78 85 -7 14.0625
96 97 -1 5.0625
68 72 -4 0.5625
Total 327 340 -13 24.75

To Test :-

H0 :-  

H1 :-  



Critical values  

Test Statistic :-


t = -2.263


Test Criteria :-
Reject null hypothesis if

= 2.263 < 2.353
Result :- Fail to reject null hypothesis


Decision based on P value
P - value = P ( t > 2.263 ) = 0.1086
Reject null hypothesis if P value <    level of significance
P - value = 0.1086 > 0.1 ,hence we fail to reject null hypothesis
Conclusion :- Fail to reject null hypothesis

Part b)

Confidence Interval :-



Lower Limit =
Lower Limit = -6.63
Upper Limit =
Upper Limit = 0.13
90% Confidence interval is ( -6.63 , 0.13 )


Related Solutions

QUESTION 4 A researcher is interested in testing whether there is a difference in aggression levels...
QUESTION 4 A researcher is interested in testing whether there is a difference in aggression levels between kids who watch only TV shows, only play video game, or watch TV and play video games. Which statistical test should be used to determine whether a difference exists in aggression levels for these 3 groups? T-Test for One Sample T-Test for Independent Samples T-Test for Related Samples One-Way ANOVA Two-Variable Chi Square Test Question 5: A psychologist is interested in the relationship...
In a cognitive psychology experiment, the researcher is interested in whether encoding condition has a significant...
In a cognitive psychology experiment, the researcher is interested in whether encoding condition has a significant effect on memory for a list of words. She recruits 32 subjects to participate in the experiment. Each recruited subject is randomly assigned to either encoding condition A or encoding condition B. The researcher would like to leave the hypothesis non-directional without predicting which encoding condition would lead to better memory, and she sets the significance level at α = .05 for a two-tailed...
n a cognitive psychology experiment, the researcher is interested in whether encoding condition has a significant...
n a cognitive psychology experiment, the researcher is interested in whether encoding condition has a significant effect on memory for a list of words. She recruits subjects to participate in the experiment. Each recruited subject is randomly assigned to either encoding condition A or encoding condition B. The researcher would like to leave the hypothesis non-directional without predicting which encoding condition would lead to better memory, and she sets the significance level at α = .05 for a two-tailed test....
In a cognitive psychology experiment, the researcher is interested in whether encoding condition has an effect...
In a cognitive psychology experiment, the researcher is interested in whether encoding condition has an effect on memory for a list of words. She recruits 16 subjects to participate in the experiment. Each subject comes to the lab twice to be tested in two different encoding conditions and their memory performance scores are listed below. The researcher would like to leave the hypothesis non-directional without predicting which encoding condition would lead to better memory, and she sets the significance level...
Hypothesis testing using Z statistics: A researcher is interested in whether short-term memory in the elderly...
Hypothesis testing using Z statistics: A researcher is interested in whether short-term memory in the elderly is different from short-term memory in the general population. The literature suggests that short-term memory declines with age. Population mean=125                  Sample mean=121 Population SD=10                         Sample size=36 Test the hypothesis that the elderly sample has significantly less short-term memory than the general population. Use α = .05 State your z-statistic in appropriate APA format. What is your decision? Do you need to calculate a Cohen’s...
Related T-Test Sample 1. A researcher is interested in testing whether rats learned a maze after...
Related T-Test Sample 1. A researcher is interested in testing whether rats learned a maze after daily training sessions. The researcher recorded the number of errors committed by each rat before any training in the maze. Then, the researcher recorded the number of errors made by each rat after training. The scores below summarize the errors by each rat before and after training. Perform a dependent-sample (repeated-measures) t-test on the scores to test whether or not the number of errors...
A researcher is interested in understanding if there is a statistically significant difference between people in...
A researcher is interested in understanding if there is a statistically significant difference between people in different marital status in terms of their level of general happiness.  Marital status was measured as follows: 1. Married, 2. Widowed, 3. Divorced, 4. Separated, and 5. Never married.  General happiness was measured as follows: 1. Very happy, 2. Pretty happy, and 3. Not too happy.         To test his hypothesis, the researcher ran the Analysis of Variance (ANOVA), and he obtained the following output table. ANOVA...
A researcher is interested in studying the effect that the amount of fat in the diet...
A researcher is interested in studying the effect that the amount of fat in the diet and amount of exercise has on the mental acuity of middle-aged women. The researcher used three different treatment levels for the diet and two levels for the exercise. The results of the acuity test for the subjects in the different treatment levels are shown below. Diet Exercise <30% fat 30% - 60% fat >60% fat <60 minutes 4 3 2 4 1 2 2...
A researcher is interested in studying the effect that the amount of fat in the diet...
A researcher is interested in studying the effect that the amount of fat in the diet and amount of exercise has on the mental acuity of middle-aged women. The researcher used three different treatment levels for the diet and two levels for the exercise. The results of the acuity test for the subjects in the different treatment levels are shown below. Diet Exercise <30% fat 30% - 60% fat >60% fat <60 minutes 4 3 2 4 1 2 2...
A researcher is interested in studying the effect that the amount of fat in the diet...
A researcher is interested in studying the effect that the amount of fat in the diet and amount of exercise has on the mental acuity of middle-aged women. The researcher used three different treatment levels for the diet and two levels for the exercise. The results of the acuity test for the subjects in the different treatment levels are shown below. Diet Exercise <30% fat 30% - 60% fat >60% fat <60 minutes 4 3 2 4 1 2 2...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT