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Take the McCroskey test yourself to see your apprehension level. This PowerPoint will walk through the comparison of means of the pre and post-tests. Remember the Types of Scales?. Nominal Data (Chi-square) classification data, e.g. m/f
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Take the McCroskey test yourself to see your apprehension level This PowerPoint will walk through the comparison of means of the pre and post-tests McCroskey Scenario t-test
Remember the Types of Scales? Nominal Data (Chi-square) • classification data, e.g. m/f • no ordering, e.g. it makes no sense to state that M > F • arbitrary labels, e.g., m/f, 0/1, etc Ordinal Data(t-test) • ordered but differences between values are not important • e.g., political parties on left to right spectrum given labels 0, 1, 2 • e.g., Likert scales, rank on a scale of 1..5 your degree of satisfaction • e.g., restaurant ratings Interval Data • ordered, constant scale, but no natural zero • differences make sense, but ratios do not (e.g., 30°-20°=20°-10°, but 20°/10° is not twice as hot! • e.g., temperature (C,F), dates Ratio Data • ordered, constant scale, natural zero • e.g., height, weight, age, length • Quoted from http://www.stat.sfu.ca/~cschwarz/Stat-301/Handouts/node5.html McCroskey Scenario t-test
Take McCroskey'sPRCA. http://ww3.llcc.edu/speechsurvey/survey.aspx OR http://www.jamescmccroskey.com/measures/prca24.htm Photo Source http://2.bp.blogspot.com/_27z_ybX1fcc/SafUfnpKgwI/AAAAAAAAAI4/nwRnSJx33dw/s400/speakerbestself.jpg McCroskey Scenario t-test
Study • Imagine that a group of 20 students enrolled in Dr. Cohn's public speaking course. These students took McCroskey's test on the first day of their public speaking course. Scores can range from 24-120, and a score above 65 suggests higher than average apprehension. Dr. Cohn is concerned that she has so many apprehensive students in the class. Here are their scores: • After one term of instruction, Dr. Cohn administered the test at the end of the course because she wanted to see if taking the course lowered student apprehension. • In this case, there is a pre-post test for one group and the data on a scale. Dr. Cohn asks you to calculate the results using a t-test. • Is there a significant difference in the communication apprehension level of the class members before and after taking Dr. Cohn's course? McCroskey Scenario t-test
First, you enter the data. McCroskey Scenario t-test
Pull down “Help,” select “Statistics Coach” if you need help. McCroskey Scenario t-test
Compare means of the pre and post test. McCroskey Scenario t-test
Select two McCroskey Scenario t-test
Related data McCroskey Scenario t-test
Normal Distribution McCroskey Scenario t-test
The “Statistics Coach” help function guides you in what statistical test to use. McCroskey Scenario t-test
What are the means to be compared? The average of the pretest, the average of the posttest. The calculator will figure this automatically as part of the t-test calculation. • Add the 20 scores from the pretest = 1600 • Divide by 20 students in the class = 80 is the average or mean for the pretest. • Add the 20 scores from the posttest = 1193 • Divide by 20 students in the class = 51 McCroskey Scenario t-test
95% confident that the difference is not by chance McCroskey Scenario t-test
Enter Data McCroskey Scenario t-test
From menu • Select “Analyze” • Select “Compare Means,” which is what a t-test does. • Select “Paired-Samples T Test,” which is what the Statistics Coach told us to do based on our answers to the various questions. McCroskey Scenario t-test
If you don’t have SPSS, here is a calculator: http://www.physics.csbsju.edu/stats/t-test_bulk_form.html McCroskey Scenario t-test
The standard deviation helps the researcher determine how much distance from the mean is typical and how much is considered significant. McCroskey Scenario t-test
Using unpaired t-testt= 4.46 sdev= 20.2 degrees of freedom = 38 The probability of this result, assuming the null hypothesis, is less than .0001 • Scores are significantly lower after the course. (Remember, this is fictional research.) • We can feel confident that completing the public speaking course helped lower student communication apprehension. McCroskey Scenario t-test
Hope you enjoyed this application practice! McCroskey Scenario t-test