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Total questions: 99

Worksheet time: 50mins

Name
Class
Date
1.

A collection of information from facts, statistics, observations and measurements is known as

a)

Data

b)

Variable

c)

Constant

d)

Bias

2.

When measurements involve human judgment, rather than machines, variation can be particularly large and difficult to control. When a researcher misreads the weighing scale and then records an incorrect measurement is an example

of

a)

Confounding

b)

Bias

c)

Random Error

d)

Systematic Error

3.

When measurements involve human judgment, rather than machines, variation can be particularly large and difficult to control. When an improperly calibrated scale consistently registers weights as higher than they actually are is an example of

a)

Random Error

b)

Refraction Error

c)

Typographical Error

d)

Systematic Error

4.

When measurements involve human judgment, rather than machines, variation can be particularly large and difficult to control. When an improperly calibrated scale consistently registers weights as higher than they actually are

is an example of

a)

Sampling bias

b)

Insensitive measurement bias

c)

Observer bias

d)

Hawthorne effect

5.

Confounding causes a systematic error in inference and change the apparent direction of an association. For a variable to be a confounder, it must be all of the following, except

a)

A determinant of the occurrence of a disease

b)

Not associated with the exposure under investigation

c)

A risk factor

d)

None of the above

6.

If the investigator, laboratory technician or the participant knows the exposure status, this knowledge can influence measurements and cause

a)

Observer bias

b)

Selection bias

c)

Attention bias

d)

Recall bias

7.

This occurs when there is a systematic difference between the characteristics of the people selected for a study and the characteristics of those who are not

a)

Selection bias

b)

Measurement bias

c)

Confounding

d)

All of the above

8.

Women with thrombophlebitis may have reported the use of contraceptives more completely than women without thrombophlebitis because they remembered hearing of the association. This is an example of a

a)

Confounding

b)

Chance

c)

Measurement bias

d)

Selection bias

9.

Doctors may have questioned women with thrombophlebitis more carefully about contraceptive use than they did those without thrombophlebitis (and recorded the information more carefully in the medical record) because they were aware that estrogen could cause clotting. This is an example of

a)

Selection bias

b)

Chance

c)

Confounding

d)

Measurement bias

10.

The women with thrombophlebitis were admitted to the hospital by doctors working in different neighborhoods than the physicians of those that did not have thrombophlebitis. This is an example of

a)

Selection bias

b)

Measurement bias

c)

Confounding

d)

Chance

11.

Any characteristic that can differ from person to person is known as

a)

Value

b)

Variable

c)

Data

d)

All of the above

12.

In experimental research, types of variables include the following except

a)

Confounding

b)

Dependent

c)

Independent

d)

Controlled

e)

None of the above

13.

If a continuous scale has a true 0 point, the variables derived from it can be called

a)

Nominal variables

b)

Ordinal variables

c)

Ratio variables

d)

Dimensional variables

14.

Categorical variables that have no measurement scales and no rank order are known as

a)

Ratio variables

b)

Ordinal variables

c)

Nominal variables

d)

Continuous variables

15.

Hospital ID numbers of patients are example of

a)

Nominal variables

b)

Ordinal variables

c)

Continuous variables

d)

Ratio variables

16.

The Glasgow coma scale score to determine the level of consciousness of trauma patients is an example

a)

Nominal variables

b)

Ordinal variables

c)

Continuous variables

d)

Ratio variables

17.

Using the Kelvin scale to measure ambient temperature is an example of

a)

Nominal variables

b)

Ordinal variables

c)

Ratio variables

d)

Interval variables

18.

Using the Centigrade scale to measure body temperature is an example of

a)

Nominal variables

b)

Interval variables

c)

Ordinal variables

d)

Ratio variables

19.

Determining whether heart murmurs are present or absent in a patient would require the use of

a)

Nominal variables

b)

Continuous variables

c)

Ordinal variables

d)

Ratio variables

20.

Results of an RT-PCR for SARS-CoV-2 is either positive or negative is an example of

a)

Nominal variables

b)

Ordinal variables

c)

Continuous variables

d)

Ratio variables

21.

Date and time of admission and discharge are examples of

a)

Ordinal variables

b)

Nominal variables

c)

Ratio variables

d)

Interval variables

22.

The result of a fasting blood glucose level of a patient is an example of

a)

Nominal variables

b)

Ratio variables

c)

Interval variables

d)

Ordinal variables

23.

The birth weight and length of a newborn is an example of

a)

Ratio variables

b)

Nominal variables

c)

Ordinal variables

d)

Interval variables

24.

The TNM Staging of Breast Cancer is an example of

a)

Nominal variables

b)

Ordinal variables

c)

Interval variables

d)

Ratio variable

25.

Designating the patient's religion as (1) basing on the following criteria: 1 -Christianity

2 - Islam

3 - Hinduism

4 - Buddhism

5 - Judaism

is an example of representing using

a)

Interval variables

b)

Ordinal variables

c)

Nominal variables

d)

Ratio variable

26.

Dichotomous or binary variables are examples of

a)

Nominal variables

b)

Ordinal variables

c)

Ratio variable

d)

Interval variables

27.

Quantifying pain intensity using a scale of 0 to 10 with 0 as having no pain at all, 5 with presence of moderate pain and 10 having the worst pain experienced would require using

a)

Nominal variables

b)

Interval variables

c)

Ratio variable

d)

Ordinal variables

28.

Table 2.16 is an example of

a)

Histogram

b)

Date sheet

c)

Line Listing

d)

All of the above

e)

None of the above

29.

Identify what type of variable is Outcome as depicted in Table 2.16

a)

Dichotomous

b)

Ordinal

c)

Continuous

d)

Ratio

e)

None of the above

30.

Identify what type of variable is Age as depicted in Table 2.16

a)

Ratio

b)

Ordinal

c)

Dichotomous

d)

None of the above

31.

Identify what type of variable is Temperature as depicted in Table 2.16

a)

Continuous

b)

Dichotomous

c)

Ordinal

d)

None of the above

32.

Identify what type of variable is Lymphocyte count as depicted in Table 2.16

a)

Dichotomous

b)

Ordinal

c)

Ratio

d)

Continuous

e)

None of the above

33.

The mode of the temperatures listed in Table 2.16 is

a)

37.35°C

b)

37.9°C

c)

38.35°C

d)

38.0°C

34.

The mean of the temperatures listed in Table 2.16 is

a)

37.35°C

b)

37.9°C

c)

38.0°C

d)

38.35°C

35.

The median of the temperatures listed in Table 2.16 is

a)

37.35°C

b)

37.9°C

c)

38.0°C

d)

38.35°C

36.

In epidemiology, the measure of central location generally preferred for summarizing skewed data such as incubation periods is the

a)

Mean

b)

Median

c)

Mode

d)

Midrange

37.

The measure of central location generally preferred for additional statistical analysis is the

a)

Mean

b)

Median

c)

Mode

d)

Midrange

38.

he measure of spread most affected by one extreme value is the

a)

Range

b)

Standard deviation

c)

Mean

d)

Interquartile range

39.

The measure of central location most commonly used with the interquartile range is the

a)

Mean

b)

Median

c)

Mode

d)

Midrange

40.

The measure of central location most commonly used with the standard deviation is the

a)

Mean

b)

Median

c)

Mode

d)

Midrange

41.

The interquartile range covers what proportion of a distribution?

a)

25%

b)

50%

c)

75%

d)

100%

42.

The algebraic relationship between the variance and standard deviation is that

a)

The standard deviation is the square root of the variance

b)

The variance is the square root of the standard deviation

c)

The variance is the standard deviation divided by the square root of n

57

d)

The standard deviation is the variance divided by the square root of n

43.

Before calculating a standard deviation, one should ensure that

a)

The data are somewhat normally distributed

b)

The total number of observations is at least 50

c)

The variable is an interval-scale or ratio-scale variable

d)

All of the above

44.

In computing the confidence interval, one would compute

a)

Standard error of the mean

b)

Standard deviation

c)

Variance

d)

All of the above

e)

None of the above

45.

The primary use of the standard error of the mean is in calculating the

a)

Error rate

b)

Confidence interval

c)

Standard deviation

d)

Variance

46.

Which of the following best describes the similarities and differences in the three distributions shown in the figure?

a)

Same mean, median, mode; different standard deviation

b)

Same mean, median, mode; same standard deviation

c)

Different mean, median, mode; different standard deviation

d)

Different mean, median, mode; same standard deviation

47.

Which of the following terms accurately describe the distribution shown in the

figure?

a)

Gaussian

b)

Positively skewed

c)

Negatively skewed

d)

None of the above

48.

Which of the following terms accurately describe the distribution shown in the figure?

a)

Symmetrical

b)

Skewed to the left

c)

Skewed to the right

d)

Symmetrical

49.

What is the likely relationship between mean, median, and mode of the distribution shown in the figure?

a)

Mean > median > mode

b)

Mean = median = mode

c)

Mean < median < mode

d)

None of the above

50.

Identify the mode as shown in the figure.

a)

5

b)

6

c)

7

d)

8

51.

The mode is the value that

a)

Is midway between the lowest and highest value

b)

Has half the observations below it and half above it

c)

Occurs most often

d)

Is statistically closest to all of the values in the distribution

52.

The range is the value that

a)

Is the difference between the highest and lowest value

b)

Occurs most often

c)

Is statistically closest to all of the values in the distribution

d)

Has half the observations below it and half above it

53.

The median is the value that

a)

Has half the observations below it and half above it

b)

Is statistically closest to all of the values in the distribution

c)

Occurs most often

d)

Is midway between the lowest and highest value

54.

The mean is the value that

a)

Is the difference between the highest and lowest value

b)

Occurs most often

c)

Has half the observations below it and half above it

d)

Is statistically closest to all of the values in the distribution

55.

The midrange is the value that

a)

Is midway between the lowest and highest value

b)

Occurs most often

c)

Has half the observations below it and half above it

d)

Is statistically closest to all of the values in the distribution

56.

A study wishes to assess birth characteristics in a population. Which of the following measurement scale describe the following variable : Birthweight in grams?

a)

Nominal scale

b)

Ordinal scale

c)

Interval scale

d)

Ratio scale

57.

A study wishes to assess birth characteristics in a population. Which of the following measurement scale describe the following variable : Birthweight classified as low, medium, high?

a)

Ratio scale

b)

Nominal scale

c)

Ordinal scale

d)

Interval scale

58.

A study wishes to assess birth characteristics in a population. Which of the following measurement scale or describe the following variable : Gender classified as male or female?

a)

Nominal scale

b)

Ordinal scale

c)

Interval scale

d)

Ratio scale

59.

In an experimental study, patients with advanced breast cancer are treated with a new drug. After three years of follow-up, radiographic scans are used to determine the number of metastatic lesions for each study patient. The number of lung metastases for each subject is shown in the figure. Based on these data, what is the average number of metastatic lung lesions for patients treated with the new drug?

a)

0

b)

Between 0 and 1

c)

1

d)

Between 1 and 2

e)

2

60.

In an experimental study, patients with advanced breast cancer are treated with a new drug. After three years of follow-up, radiographic scans are used to determine the number of metastatic lesions for each study patient. The number of lung metastases for each subject is shown in the figure. Based on these data, what is the most common number of metastatic lung lesions found for patients treated with the new drug?

a)

0

b)

Between 0 and 1

c)

1

d)

Between 1 and 2

e)

2

61.

In an experimental study, patients with advanced breast cancer are treated with a new drug. After three years of follow-up, radiographic scans are used to determine the number of metastatic lesions for each study patient. The number of lung metastases for each subject is shown in the figure. Based on these data, what is the median?

a)

0

b)

Between 0 and 1

c)

1

d)

Between 1 and 2

e)

2

62.

In an experimental study, patients with advanced breast cancer are treated with a new drug. After three years of follow-up, radiographic scans are used to determine the number of metastatic lesions for each study patient. The number of lung metastases for each subject is shown in the figure. Based on these data, which of the following statement is true?

a)

It is negatively skewed

b)

It is skewed to the right

c)

It has a Gaussian distribution

d)

All of the above

e)

None of the above

63.

The duration of time from first exposure to HIV infection to AIDS diagnosis is called the incubation period. The incubation periods of a random sample of 7 HIV infected individuals is given below (in years):

12.0, 9.5, 13.5, 7.2, 10.5, 6.3, 12.5

What is the sample mean?

a)

9.2

b)

10.2

c)

11.2

d)

12.2

64.

The duration of time from first exposure to HIV infection to AIDS diagnosis is called the incubation period. The incubation periods of a random sample of 7 HIV infected individuals is given below (in years):

12.0, 9.5, 13.5, 7.2, 10.5, 6.3, 12.5

What is the sample median?

a)

9.5

b)

10.5

c)

12.0

d)

7.2

65.

The duration of time from first exposure to HIV infection to AIDS diagnosis is called the incubation period. The incubation periods of a random sample of 7 HIV infected individuals is given below (in years):

12.0, 9.5, 13.5, 7.2, 10.5, 6.3, 12.5

If the number 6.3 above were changed to 1.5, what would happen to the

sample mean?

a)

It would decrease

b)

It would remain the same

c)

It would increase

d)

None of the above

66.

The duration of time from first exposure to HIV infection to AIDS diagnosis is called the incubation period. The incubation periods of a random sample of 7 HIV infected individuals is given below (in years):

12.0, 9.5, 13.5, 7.2, 10.5, 6.3, 12.5

If the number 6.3 above were changed to 1.5, what would happen to the sample median?

a)

It would decrease

b)

None of the above

c)

It would remain the same

d)

It would increase

67.

The duration of time from first exposure to HIV infection to AIDS diagnosis is called the incubation period. The incubation periods of a random sample of 7 HIV infected individuals is given below (in years):

12.0, 9.5, 13.5, 7.2, 10.5, 6.3, 12.5

If the number 6.3 above were changed to 1.5, what would happen to the sample standard deviation?

a)

It would decrease

b)

It would remain the same

c)

None of the above

d)

the same It would increase

68.

A sample of 5 body weights (in pounds) is as follows: 116, 168, 124, 132, 110. The sample median is

a)

124

b)

116

c)

132

d)

130

69.

A sample of 5 body weights (in pounds) is as follows: 116, 168, 124, 132, 110. The sample mean is

a)

124

b)

116

c)

132

d)

130

e)

None of the above

70.

A sample of 5 body weights (in pounds) is as follows: 116, 168, 124, 132, 110. Based on the following data, which statement is true?

a)

The mean is equal to the median

b)

The mean is less than the median

c)

The mean is greater the median

d)

None of the above

71.

A sample of 5 body weights (in pounds) is as follows: 116, 168, 124, 132, 110. Based on the following data, which statement is true?

a)

The distribution is positively skewed

b)

The distribution is symmetrical

c)

The distribution is symmetrical

d)

None of the above

72.

Suppose a random sample of 100 12-year-old boys were chosen and the heights of these 100 boys recorded. The sample mean height is 64 inches, and the sample standard deviation is 5 inches. You may assume heights of 12- year-old boys are normally distributed. Which interval below includes approximately 95% of the heights of 12-year-old boys?

a)

63 to 65 inches

b)

39 to 89 inches

c)

54 to 74 inches

d)

59 to 69 inches

e)

Cannot be determined from the information given

73.

Which measure of central tendency is correctly paired to the measure of variance?

a)

Mean and Standard Deviation

b)

Midrange and Range

c)

Median and Quartile

d)

Mode and Interquartile Range

74.

In determining the interquartile range, the 50th percentile is the

a)

Mean

b)

Median

c)

Mode

d)

Midrange

75.

A group of 15 students took an exam and got the following scores: 92, 65, 84, 78, 84, 83, 79, 78, 84, 82, 79, 84, 75, 83, 77. Basing on the data given, what is

true of the mode?

a)

The distribution is bimodal

b)

The mode is greater than the mean

c)

The mode is 82

d)

All of above are true

76.

A group of 15 students took an exam and got the following scores: 92, 65, 84, 78, 84, 83, 79, 78, 84, 82, 79, 84, 75, 83, 77. Basing on the data given, what is true of the median?

a)

The median is 82

b)

The distribution is positively skewed

c)

The median is greater than the mode

d)

All of above are true

77.

A group of 15 students took an exam and got the following scores: 92, 65, 84, 78, 84, 83, 79, 78, 84, 82, 79, 84, 75, 83, 77. Basing on the data given, what is true of the mean?

a)

The mean is greater than the median

b)

The mean is 82

c)

The distribution is skewed to the left

d)

All of above are true

78.

A group of 15 students took an exam and got the following scores: 92, 65, 84, 78, 84, 83, 79, 78, 84, 82, 79, 84, 75, 83, 77. Basing on the data given, the mean is approximately

a)

80

b)

82

c)

84

d)

86

79.

A group of 15 students took an exam and got the following scores: 92, 65, 84, 78, 84, 83, 79, 78, 84, 82, 79, 84, 75, 83, 77. Basing on the data given, assuming that the data is equally distributed, the best measure of variance is the

a)

Range

b)

Interquartile range

c)

None of the above

d)

Standard deviation

80.

Statistics enables epidemiologists to do the following, except

a)

Determine the strength of association among individuals

b)

Find out the pattern of relationship between variables

c)

Characterized the patterns of variation in single variables

d)

Ascertain if observed differences are likely to be true differences or not

81.

Biologic differences among individuals causing variation in their blood pressure reading is affected by

a)

Time of day

b)

Temperature of room

c)

Total nutrition and dietary preference

d)

Technique of observer

e)

All of the above

82.

When measurements involve human judgment, rather than machines, variation can be particularly large and difficult to control. When a researcher misreads the weighing scale and then records an incorrect measurement is an example of

a)

Chance

b)

Random Error

c)

None of the above

d)

All of the above

83.

In a study of whether vitamins protect against cardiovascular events, if people who choose to take vitamins are also more likely to follow a healthy lifestyle

(e.g., not smoke cigarettes, exercise, eat a prudent diet, and avoid obesity), taking vitamins will be associated with lower cardiovascular disease rates regardless of whether vitamins protect against cardiovascular disease. In this example, concluding that taking vitamins is associated with lower cardiovascular disease is an example of

a)

Systematic Error brought about by the Hawthorne effect

b)

Systematic Error brought about by a confounder

c)

Systematic Error brought about by selection bias

d)

Random Error brought about by chance

84.

This type of selection bias occurs when patients enroll themselves in a trial, which results in a non-representative sample.

a)

Recall bias

b)

Sampling bias

c)

Response bias

d)

Attention bias

85.

This occurs when people change their behavior because they know they are

being watched affecting the measurement of variables

a)

Recall bias

b)

Attention bias

c)

Response bias

d)

Sampling bias

86.

Doctors may have questioned women with thrombophlebitis more carefully about contraceptive use than they did those without thrombophlebitis (and recorded the information more carefully in the medical record) because they

were aware that estrogen could cause clotting. This is an example of

a)

Observer bias

b)

Attention bias

c)

Response bias

d)

Recall bias

87.

The utility of such scales to quantify subjective assessments to determine the magnitude are known as

a)

Nominal variables

b)

Interval variables

c)

Ratio variables

d)

Ordinal variables

88.

Using the Kelvin scale to measure ambient temperature is an example of

a)

Ratio variables

b)

Interval variables

c)

Ordinal variables

d)

Nominal variables

89.

The presence of glucose in the patient's urine sample is determined as negative, trace, or up to +4 are examples of

a)

Interval variables

b)

Ratio variables

c)

Ordinal variables

d)

Nominal variables

90.

This variable causes a systematic error whereby the effects of one variable are attributed to another

a)

Chance variables

b)

Continuous variables

c)

Confounding variables

d)

None of the above

91.

In computing the standard deviation, one would compute all of the following except

a)

Variance

b)

Degree of freedom

c)

Mean

d)

All of the above

e)

None of the above

92.

The midrange is the value that

a)

Is midway between the lowest and highest value

b)

Is statistically closest to all of the values in the distribution

c)

Has half the observations below it and half above it

d)

Occurs most often

93.

A study wishes to assess birth characteristics in a population. Which of the following measurement scale or describe the following variable : Birthweight classified as low or not low?

a)

Ordinal scale

b)

Nominal scale

c)

Interval scale

d)

Ratio scale

94.

A study wishes to assess birth characteristics in a population. Which of the following measurement scale or describe the following variable : Delivery type classified as cesarean, natural, induced?

a)

Nominal scale

b)

Ordinal scale

c)

Ratio scale

d)

Interval scale

95.

In an experimental study, patients with advanced breast cancer are treated with a new drug. After three years of follow-up, radiographic scans are used to determine the number of metastatic lesions for each study patient. The number of lung metastases for each subject is shown in the figure. Based on these data, what measurement scale can be appropriately used?

a)

Ordinal scale

b)

Nominal scale

c)

Interval scale

d)

Ratio scale

e)

None of the above

96.

In normal distribution, what percentage of the sample is found within 2 standard deviation of the mean?

a)

68.3%

b)

95%

c)

95.5%

d)

99.7%

97.

Which of the following is a dichotomous variable?

a)

Gender

b)

RT-PCR SARS-CoV-2 result

c)

Treatment outcome (success or fail)

d)

All of the above

98.

For a near normal distribution, the best measure of dispersion is the

a)

Variance

b)

Standard deviation

c)

Mean

d)

Interquartile range

99.

Expected variation in blood pressure results among individuals can be affected by the following, except

a)

Temperature of room when measurement is taken

b)

Miscalibration of sphygmomanometer when measurement is taken

c)

Time of day when measurement is taken

d)

None of the above