Class Study 3 

Does the number of months a person lives in a particular speech community (Bavaria) make a difference on the person's acquisition of the language spoken in that speech community? To answer to this question, a researcher employs the SCHMARN test of Bavarian. The researcher tests 30 subjects who moved to Bavaria and also determines how many MONTHS each subject had been in Bavaria. The researcher lists these scores for a Pearson r correlation.

Data file:  corstudy3.sav
Variables: MONTHS, SCHMARN

SUBJECT       MONTHS       SCHMARN
1                 10          1077
2                 75          1773
3                 12          1176
4                  5           340
5                 20          1076
6                  7           954
7                 32          1384
8                 81          1714
9                 60          1793
10                61          1909
11                38          1229
12                14          1386
13                16          1309
14                42          1376
15                48          1050
16                21          1001
17                30          1294
18                51          1329
19                72          1829
20                88          1966
21                39          1280
22                17          1118
23                77          1877
24                54          1553
25                44          1284
26                52          1642
27                55          1089
28                40          1283
29                43          1047
30                 1           343

Answer the following questions:

  1. What kinds of data do the two variables represent? Which variable is the dependent measure and which is the independent measure?
     
  2. Do the data meet the required assumptions of the Pearson r? If Pearson r is not appropriate, which statistic would you suggest?
      
     
     
  3. Is this problem one-tailed or two-tailed? Explain.
     
     
     
  4. For whatever statistic is legitimate, calculate and write the result below.
     
     
     
  5. Is this result significant; and, if so, what is the probability that it occurred by accident?
      
     
  6. If a subject had lived in Bavaria for 31 months, what would be the estimated score on the SCHMARN test?
      
     
  7. The match-up between the SCHMARN test and the length of residence in Bavaria accounts for how much of the data's variability?
      
     
     
  8. Would you conclude from this statistic that living longer in Bavaria causes higher proficiency in Bavarian? Why or why not?
      
     
     
  9. Look over the study again and consider your own confidence in the study. Do you find the results convincing? Why or why not?