In: Statistics and Probability
A child psychologist hypothesizes that locus of control predicts
motivation in pre-adolescent children. To investigate this, the
psychologist has a sample of pre-adolescent participants fill out a
questionnaire that measures locus of control and motivation. Below
are the data. What can the psychologist conclude with α = 0.05?
PLEASE ANSWER AS QUICKLY AS POSSIBLE
Locus | Motivation |
---|---|
15 16 15 14 11 12 18 13 |
21 23 15 14 22 13 21 14 |
a) What is the appropriate statistic?
---Select--- na Correlation Slope Chi-Square
Compute the statistic selected above:
b) Compute the appropriate test statistic(s) to
make a decision about H0.
(Hint: Make sure to write down the null and alternative hypotheses
to help solve the problem.)
Critical value = ; Test statistic =
Decision: ---Select--- Reject H0 Fail to reject H0
c) Compute the corresponding effect size(s) and
indicate magnitude(s).
If not appropriate, input and/or select "na" below.
Effect size = ; ---Select--- na trivial
effect small effect medium effect large effect
d) Make an interpretation based on the
results.
More locus of control significantly predicts more motivation.More locus of control significantly predicts less motivation. Locus of control does not significantly predict motivation.
a) What is the appropriate statistic?
Correlation Slope
Compute the statistic selected above:
b) Compute the appropriate test statistic(s) to
make a decision about H0.
(Hint: Make sure to write down the null and alternative hypotheses
to help solve the problem.)
Critical value = 0.707
Test statistic = 0.364
Decision: Fail to reject H0
The coefficient of determination = r * r =0.364 * 0.364= 0.13249
This means only 13% of variation in y variable is explained by x variable.
Locus of control does not significantly predict motivation.