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In addition to tests involving biology concepts, students were also tested on process skills. The results of pretest and posttest scores, published in The American Biology Teacher, are given below.
Pretest: All BACC Classes: Mean 10.52, Sample Size 395, Standard Deviation 4.79 Pretest: All Traditional: Mean 11.97, Sample Size 379 and Standard Deviation 5.39 Posttest: All BACC Classes: Mean 14.06, Sample Size 376, Standard Deviation 5.65 Posttest: All Traditional: Mean 12.96, Sample Size 308, Standard Deviation 5.93
a. Find a 95% confidence interval for the mean score on process skills for the posttest for all BACC classes. b. Find a 95% confidence interval for the mean score on process skills for the posttest for all traditional classes. c. Find a 95% confidence interval for the difference in mean scores on process skills for the posttest BACC classes and the posttest traditional classes. d. Does the confidence interval in c provide evidence that there is a real difference in the mean process skills scores between posttest BACC and traditional class scores? Explain.
Solution
Verified(a) Given:
Since the sample size is large (at least 30), it is appropriate to estimate the population standard deviation by the sample standard deviation.
For confidence level , determine using the normal probability table in the appendix (look up 0.025 in the table, the z-score is then the found z-score with opposite sign):
The margin of error is then:
The boundaries of the confidence interval then become:
We are 95% confident that the mean score on process skills for the posttest for all BACC classes is between 13.4889 and 14.6311.
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