BYU Home page DEPARTMENT OF STATISTICS Route Y
TUESDAY, NOVEMBER 24, 2009

Statistics 221 Questionnaire

The questions below are designed to identify your attitudes about mathematics.  The item scale has 5 possible responses.  Please read each question.  Carefully mark the one response that most clearly represents your agreement with that statement. Try not to think too deeply about each response.

BYU ID Your BYU ID without spaces (EX: 123456789 not 12 345 6789)

Section


1. It wouldn't bother me at all to take more math courses.

Strongly
Disagree

Disagree
Undecided
Agree
Strongly
Agree

2. I have usually been at ease during math tests.

Strongly Disagree

Disagree
Undecided
Agree
Strongly
Agree

3. I have usually been at ease in math courses.

Strongly Disagree

Disagree
Undecided
Agree
Strongly
Agree

4. I usually don't worry about my ability to solve math problems.

Strongly Disagree

Disagree
Undecided
Agree
Strongly
Agree

5. I almost never get uptight while taking math tests.

Strongly Disagree

Disagree
Undecided
Agree
Strongly
Agree

6. I get really uptight during math tests.

Strongly Disagree

Disagree
Undecided
Agree
Strongly
Agree


7. I get a sinking feeling when I think of trying hard math problems.

Strongly Disagree

Disagree
Undecided
Agree
Strongly
Agree


8. My mind goes blank and I am unable to think clearly when working mathematics.

Strongly Disagree

Disagree
Undecided
Agree
Strongly
Agree

9. Mathematics makes me feel uncomfortable and nervous.

Strongly Disagree

Disagree
Undecided
Agree
Strongly
Agree

10. Mathematics makes me feel uneasy and confused.

Strongly Disagree

Disagree
Undecided
Agree
Strongly
Agree

 

Please read each of the following questions.  There are 7 possible responses that range from 1 (strongly disagree) through 4 (neither disagree nor agree) to 7 (Strongly Agree).  From the 7 point scale, carefully mark the one response that most clearly represents your agreement with that statement.  Use the entire 7 point scale to indicate your degree of agreement or disagreement with these items.  Try not to think too deeply about each response.  Record your answer and move quickly to the next item.

11. I will like statistics.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


12. I will feel insecure when I have to do statistics problems.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


13. Statistics is nothing like math.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


14. I will have trouble understanding statistics because of how I think.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


15. Statistics formulas are easy to understand.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


16. Statistics is math.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


17. I have no idea of what's going on in mathematics.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


18. Statistics is worthless.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


19. Statistics and math are completely different.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


20. Statistics is a complicated subject.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


21. Statistics should be a required part of my professional training.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


22. Statistical skills will make me more employable.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


23. I will have no idea of what's going on in statistics.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


24. Statistics is not useful to the typical professional.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


25. I will get frustrated going over statistics tests in class.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


26. Math and statistics are very similar.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


27. Statistical thinking is not applicable in my life outside my job.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


28. I use statistics in my everyday life.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


29. I will be under stress during statistics class.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


30. I will enjoy taking statistics courses.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


31. Statistics conclusions are rarely presented in everyday life.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


32. Statistics is a subject quickly learned by most people.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


33. Learning statistics requires a great deal of discipline.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


34. I will have no application for statistics in my profession.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


35. I will make a lot of math errors in statistics.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


36. I am scared by statistics.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


37. Math and statistics are the same.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


38. Statistics involves massive computations.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


39. I can learn statistics.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


40. I will understand statistics equations.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


41. Statistics is irrelevant in my life.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


42. Statistics is highly technical.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


43. I will find it difficult to understand statistics concepts.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


44. Most people have to learn a new way of thinking to do statistics.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


45. Math and statistics are only slightly related.

Strongly
Disagree
1


2


3
Neither Disagree
Nor Agree
4


5


6
Strongly
Agree
7


NOTICE that the labels for the scale on each of the following items differ from previous ones.

46. How good at mathematics are you?

Very
Poor
1


2


3


4


5


6
Very
Good
7


47. How much computer experience have you had?


None
1


2


3


4


5


6
Great
Deal
7


48. How confident are you that you can master introductory statistics material?

Not at all
Confident
1


2


3


4


5


6
Very
Confident
7


49. What is the most recent mathematics course you have completed?

A. High school algebra
B. High school calculus
C. College algebra
D. College calculus
E. Other

50. Please choose one and only one response from the following list.  If you have taken more than one Statistics class before this semester please choose the response from items B through E that corresponds to the most recent class you have taken.

A. I have not taken a Statistics class before.
B. I took a Statistics class in high school.
C. I took 221 here at BYU or some other place and am repeating the class.
D. I took a Statistics class other than 221 here at BYU.
E. I took a Statistics class at another college/university before I came to BYU.

51. Are you anxious or nervous regarding this class?

A. Yes
B. No

If you answered YES to question 51 please answer question 52 and identify the reasons which most closely reflect the basis for your concern.


52.

A. I really don't know what to expect. Agree Disagree
B. Previous experience with Statistics was not positive. Agree Disagree
C. I am always a bit nervous at the beginning of a new course. Agree Disagree
D. I am worried about the grade I will get. Agree Disagree
E. I am concerned about the workload in the class. Agree Disagree
F. I do not do very well in math. Agree Disagree
G. It has been a long time since I have taken any math class. Agree Disagree
H. I do not do very well with story problems in math. Agree Disagree
I. I am concerned about complex formulas that might be in the class. Agree Disagree
J. I am afraid I won't understand the material. Agree Disagree
K. I have heard it is a very hard class. Agree Disagree
L. I am anxious because I am excited to learn the material in the class. Agree Disagree
M. I have heard a lot of horror stories about the class. Agree Disagree
N. I am concerned that I might not get my questions answered because of the class size. Agree Disagree


The following six questions (53-58) cover concepts taught in Statistics 221. Please answer them as best you can. If you don't know the correct answer, select the last option.

53. What is the best reason for obtaining a random sample when you want to estimate a population parameter?

It is the cheapest method.
It results in the most representative estimate.
It results in the estimate with the smallest standard deviation.
It is the easiest method.
I am unable to answer this question with reasonable certainty.


54. Which research method is most likely to support a causal relationship between two variables?

A sample survey based on a simple random sample.
An observational study based on a carefully selected large random sample.
A comparative experiment implementing principles of randomization and replication.
A correlational study that measures two variables on a large random sample of people of the same age, gender, and socioeconomic status.
A matched pairs experiment using twins who were hand picked by the researcher to participate.
I am unable to answer this question with reasonable certainty.


55. What is the purpose of a confidence interval for a population mean?

To provide confidence in our sample mean.
To give a range of plausible values for the population mean.
To show how close our sample mean is to the population mean.
To determine if the population mean takes on a particular value.
I am unable to answer this question with reasonable certainty.


56. A social scientist did a study on gender and attitudes toward gun control, found a p-value of 0.042, and concluded there was a relationship. Which of the following represents a practical interpretation of the study?

4.2 % of the respondents were in favor of gun control.
One's attitude towards gun control is associated with one's gender.
The difference between males and females who favored gun control was 4.2 %.
One's attitude towards gun control is not associated with one's gender.
I am unable to answer this question with reasonable certainty.


57. When a result is 'statistically significant' this means that the result...

has a very small probability of occurring by chance.
is important enough that most people would believe it.
is important enough to make a meaningful contribution to its subject area.
has a very large probability of occurring by chance.
I am unable to answer this question with reasonable certainty.


58. A newspaper report claims a margin of error of 4% when reporting the percentage of people in favor of a tax refund. Which of the following is the best explanation and interpretation of what margin of error is?

A number that comes from the sampling distribution and tells us how close we are to the truth.
A number that tells how much error can be expected because of chance variation.
It is the population standard deviation divided by the square root of the sample size.
A number that tells us how far our sample size is from what it ought to be.
I am unable to answer this question with reasonable certainty.