In: Statistics and Probability
Chancellors are sure about the ineffectiveness of the Apple Orchard Preschool reading program. The average reading comprehension score is 29 for children of comparative age. The data below are reading comprehension scores from a sample of children from Apple Orchard Preschool. Scores range from 0 - 40 with higher scores indicating better reading comprehension. What can be concluded with α = 0.05?.
id | reading |
35 36 37 38 39 40 41 42 43 44 45 10 11 12 13 14 15 16 17 18 |
27 33 38 17 19 27 29 18 21 35 18 28 22 22 24 20 35 24 17 16 |
a) What is the appropriate test statistic?
---Select---na, z-tes, tOne-Sample t-test, Independent-Samples
t-test, related-Samples t-test
b)
Population:
---Select---reading comprehension scores, Apple Orchard Preschool,
children of comparative age, Chancellors, reading
Sample:
---Select---reading comprehension scores, Apple Orchard Preschool,
children of comparative age, Chancellors, reading
c) Input the appropriate value(s) to make a
decision about H0.
(Hint: Make sure to write down the null and alternative hypotheses
to help solve the problem.)
p-value =____ ; Decision: ---Select---Reject H0 or Fail to
reject H0
d) Using the SPSS results,
compute the corresponding effect size(s) and indicate
magnitude(s).
If not appropriate, input and/or select "na" below.
d =_____ ; ---Select---na, trivial effect, small effect,
medium effect, large effect
r2 =______ ; ---Select---na, trivial effect,
small effect, medium effect, large effect
e) Make an interpretation based on the
results.
Apple Orchard Preschool has a significantly effective reading program.
Apple Orchard Preschool has a significantly ineffective reading program.
Apple Orchard Preschool reading program does not have a significant effect.
Solution:-
Given that
Chancellors are sure about the ineffectiveness of the Apple Orchard Preschool reading program. The average reading comprehension score is 29 for children of comparative age. The data below are reading comprehension scores from a sample of children from Apple Orchard Preschool. Scores range from 0 - 40 with higher scores indicating better reading comprehension.What can be concluded with α = 0.05?.
a) What is the appropriate test statistic?
One Sample t test
b)
Population:
Population: Apple Orchard Preschool children of comparative age
Sample: Apple Orchard Preschool children of comparative age Chancellors.
c) Input the appropriate value(s) to make a decision about H0.
From the data, we calculate the mean and standard deviation.
Mean (X) = Sum of Values /n = 24.55
and
Std Dev(s) = 6.73
n = 20
Null and Alternate Hypothesis
H0: µ = 29
Ha: µ > 29
Test Statistic
t = (X- µ0)/(s/n1/2) = 1.69
p-value = TDIST(1.69,20-1,1) = 0.053
Result
Since the p-value is greater than 0.05, we fail to reject the null hypothesis
Conclusion
average reading comprehension score is 29.
d) Using the SPSS results, compute the corresponding
effect size(s) and indicate magnitude(s).
If not appropriate, input and/or select "na" below.
Effect Size = (X- µ0)/s = 0.38
trivial effect small effect
e) Make an interpretation based on the results.
Apple Orchard Preschool reading program does not have a significant effect.
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