hen matched these scores with their exam performance after they had taken the exam. Use the data below and SPSS to test whether heart rate can predict test performance in the population.  Student     Heart Rate     Exam Score  A     76     78  B     81     68  C     60     88  D     65     80  E     80     90  F     66     68  G     82     60

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section4.5: Correlation And Causation
Problem 15PPS
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To measure whether test performance can be predicted based on one’s anxiety, a researcher asked his students to come to the lab 15 minutes before they were to take an exam in his class. The researcher measured the students' heart rates and then matched these scores with their exam performance after they had taken the exam. Use the data below and SPSS to test whether heart rate can predict test performance in the population. 

Student     Heart Rate     Exam Score 
A     76     78 
B     81     68 
C     60     88 
D     65     80 
E     80     90 
F     66     68 
G     82     60 
H     71     95 
I     66     84 
J     75     75 
K     80     62 
L     76     51 
M     77     63 
N     79     71 

 

1.) In this specific scenario, are the two variables of interest? Which is the IV and which is the DV? What is the scale of measurement for each variable?   

2.) Relate to this specific scenario: What is the null hypothesis? What is the alternate / research hypothesis? Which one do you statistically assess? 

3.) Paste all relevant statistical output in the space provided below: 

4.) Create an appropriate graph in SPSS and paste it in the space provided below: 

5.) Present the results using APA format. This includes a full write-up to include a complete statistical notation as shown in the weekly presentations. The write-up also needs interpretation. If significant, state how. If it is not significant, what does that mean in layman’s terms? 

6.) What is a potential confound of this study? Provide a sufficient justification.  



 

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