Ch.14 Palys Analyzing Numerical Data Complete Test Bank - Updated Test Bank | Research Methods in the Social and Health Sciences 1e by Palys by Ted Palys. DOCX document preview.

Ch.14 Palys Analyzing Numerical Data Complete Test Bank

Chapter 14: Analyzing Numerical Data

Test Bank

Multiple Choice

1. A ______ is anything that varies.

A. statistic

B. constant

C. variable

D. measurement

Cognitive Domain: Knowledge

Answer Location: Variables and Constants

Difficulty Level: Easy

2. A ______ is something that does not vary.

A. statistic

B. constant

C. variable

D. measurement

Cognitive Domain: Knowledge

Answer Location: Variables and Constants

Difficulty Level: Easy

3. ______ variables differ in kind but have no order or magnitude underlying their differences.

A. Categorical

B. Ordinal

C. Interval

D. Ratio

Cognitive Domain: Comprehension

Answer Location: Nominal or Categorical Measures

Difficulty Level: Medium

4. Academic majors such as psychology are ______ variables.

A. categorical

B. ordinal

C. interval

D. ratio

Cognitive Domain: Comprehension

Answer Location: Nominal or Categorical Measures

Difficulty Level: Medium

5. ______ measurement levels are for when the numbers ascribed to our classification possess order.

A. Categorical

B. Ordinal

C. Interval

D. Ratio

Cognitive Domain: Comprehension

Answer Location: Ordinal Measures

Difficulty Level: Medium

6. College professors are classified by rank with clear academic hierarchy between the levels. Which level of measurement is this?

A. categorical

B. ordinal

C. interval

D. ratio

Cognitive Domain: Comprehension

Answer Location: Ordinal Measures

Difficulty Level: Medium

7. ______ a measure with no true zero point that has rank-ordered ordered attributes with a meaningful distance between them.

A. Categorical

B. Ordinal

C. Interval

D. Ratio

Cognitive Domain: Knowledge

Answer Location: Interval-Level Measurement

Difficulty Level: Easy

8. Temperature is an example of ______ measure due to the equal distance between each level.

A. categorical

B. ordinal

C. interval-level

D. ratio-level

Cognitive Domain: Comprehension

Answer Location: Interval-Level Measurement

Difficulty Level: Medium

9. ______ is a measure with an absolute and meaningful zero point and rank-ordered categories of values with meaningful intervals of difference between them.

A. Categorical

B. Ordinal

C. Interval-level

D. Ratio-level

Cognitive Domain: Comprehension

Answer Location: Ratio Measurement

Difficulty Level: Medium

10. Inches are an example of ______ because there is a meaningful zero point and intervals and ratio differences are consistent.

A. categorical

B. ordinal

C. interval-level

D. ratio-level

Cognitive Domain: Comprehension

Answer Location: Ratio Measurement

Difficulty Level: Medium

11. ______ is a technique that’s used to address what occurs when certain assumptions that are required by probability theory are violated.

A. Probability technique

B. Bonferroni technique

C. “Monte Carlo” computer simulation

D. Jackknifing

Cognitive Domain: Comprehension

Answer Location: Levels of Measurement and Statistical Analysis

Difficulty Level: Medium

12. ______ statistics that are used to summarize sample data.

A. Descriptive

B. Inferential

C. Digital materials

D. Verbal materials

Cognitive Domain: Knowledge

Answer Location: Descriptive Statistics

Difficulty Level: Easy

13. The ______ is the “typical” datum for each variable.

A. measure of central tendency

B. level of measurement

C. datum rate

D. datum range

Cognitive Domain: Knowledge

Answer Location: Measures of Central Tendency

Difficulty Level: Easy

14. The most frequently occurring category is the ______.

A. mode

B. mean

C. median

D. range

Cognitive Domain: Knowledge

Answer Location: The Mode

Difficulty Level: Easy

15. If most of the students in your class are 21 than the ______ age of your class is 21.

A. mode

B. mean

C. median

D. range

Cognitive Domain: Comprehension

Answer Location: The Mode

Difficulty Level: Medium

16. The ______ is the centermost score in a distribution of scores, the score that splits a distribution of scores in half such that 50% of the scores lie above it and 50% lie below it.

A. mode

B. mean

C. median

D. range

Cognitive Domain: Knowledge

Answer Location: The Median

Difficulty Level: Easy

17. Alice is in a reading group with other fourth graders. Fifty percent of the people in the reading group read at a third grade level and fifty percent are reading at a fifth grade level. What level is the median?

A. third grade

B. fourth grade

C. fifth grade

D. range

Cognitive Domain: Application

Answer Location: The Median

Difficulty Level: Hard

18. ______ is the arithmetic average of a group of scores computed by taking the sum of the values of all scores and dividing them by the total number of scores.

A. Mode

B. Mean

C. Median

D. Range

Cognitive Domain: Knowledge

Answer Location: The Mean

Difficulty Level: Easy

19. The average age of an assistant professor at the local college is 43. This is the ______ age of faculty.

A. mode

B. mean

C. median

D. range

Cognitive Domain: Comprehension

Answer Location: The Mean

Difficulty Level: Medium

20. A ______ distribution is any distribution in which the two sides are essentially mirror images.

A. standard

B. symmetrical

C. skewed

D. variance

Cognitive Domain: Knowledge

Answer Location: Symmetry and Skew

Difficulty Level: Easy

21. ______ refers to an asymmetrical distribution.

A. Standard deviation

B. Tail

C. Skewed

D. Variance

Cognitive Domain: Knowledge

Answer Location: Symmetry and Skew

Difficulty Level: Easy

22. ______ is a measure of dispersion representing the distance between the highest and lowest scores in a distribution.

A. Range

B. Mean

C. Mode

D. Standard deviation

Cognitive Domain: Knowledge

Answer Location: The Range

Difficulty Level: Easy

23. ______ is a measure of dispersion, expressed in the standard units, that indicates the average distance that any given score in a distribution of scores will be from the mean score in that distribution.

A. Range

B. Mean

C. Mode

D. Standard deviation

Cognitive Domain: Knowledge

Answer Location: Standard Deviations and Variances

Difficulty Level: Easy

24. ______ allows us to assess whether two categorical variables are associated more strongly than would be expected based on chance variation alone.

A. Chi-square

B. Cross-tabulations

C. Scatterplot

D. Bonferroni technique

Cognitive Domain: Knowledge

Answer Location: The Chi-Square Distribution

Difficulty Level: Easy

25. ______ involves splitting the adopted probability required for significance across the entire range of comparisons to be made.

A. Chi-square

B. Cross-tabulations

C. Scatterplot

D. Bonferroni technique

Cognitive Domain: Knowledge

Answer Location: Error Rates When Undertaking Multiple Analyses

Difficulty Level: Easy

True/False

1. The simplest way to measure an object is simply to categorize it.

Cognitive Domain: Knowledge

Answer Location: Nominal or Categorical Measures

Difficulty Level: Easy

2. Levels of measurements do not impact the range of mathematical operations you can legitimately perform on your data.

Cognitive Domain: Knowledge

Answer Location: Levels of Measurement and Statistical Analysis

Difficulty Level: Easy

3. The mode identifies the score or scores that are “atypical” in the sense that they represent “the least frequently occurring category.”

Cognitive Domain: Knowledge

Answer Location: The Mode

Difficulty Level: Easy

4. Extreme scores are also known as outliers.

Cognitive Domain: Knowledge

Answer Location: How to Lie With Statistics

Difficulty Level: Easy

5. Pearson product–moment correlation coefficient is otherwise known as Pearson’s r.

Cognitive Domain: Knowledge

Answer Location: The Limits of Contingency Tables

Difficulty Level: Easy

6. Scatterplot diagrams are a useful way to see what kinds of relationships might exist between your variables.

Cognitive Domain: Knowledge

Answer Location: Scatter-plot Diagrams

Difficulty Level: Easy

7. Percentages are theoretical.

Cognitive Domain: Knowledge

Answer Location: A Slightly Different Way of Making Comparisons

Difficulty Level: Easy

8. Deviations computed in terms of standard deviation units “S-scores.”

Cognitive Domain: Knowledge

Answer Location: Error Rates When Undertaking Multiple Analyses

Difficulty Level: Easy

Short Answer

1. Compare and contrast the different levels of measurement and give an example of each measurement level.

Cognitive Domain: Analysis

Answer Location: Levels of Measurement

Difficulty Level: Medium

2. Compare and contrast descriptive and inferential statistics and discuss how to decide which is approach to use.

Cognitive Domain: Analysis

Answer Location: Descriptive Statistics | Inferential Statistics

Difficulty Level: Medium

3. Summarize the examination of relationships among continuous variables and discuss the statistical techniques used to analyze them.

Cognitive Domain: Analysis

Answer Location: Examining Relationships Among Continuous Variables

Difficulty Level: Medium

4. Summarize the examination of differences between categories and discuss the statistical techniques used to analyze them.

Cognitive Domain: Comprehension

Answer Location: Examining Differences Between Categories

Difficulty Level: Medium

5. Summarize how to handle error rates when undertaking multiple analyses and discuss the common techniques.

Cognitive Domain: Analysis

Answer Location: Error Rates When Undertaking Multiple Analyses

Difficulty Level: Medium

Essay

1. Consider your role as a student at your university. Identify one issue that you think students are concerned about (e.g., parking). Prepare a brief questionnaire to use to survey students regarding this issue. There should be at least one question per each level of measurement. Create a hypothetical frequency distribution and compute descriptive statistics and measures of central tendency for your data.

Cognitive Domain: Application

Answer Location: Levels of Measurement

Difficulty Level: Hard

2. Consider the idea of variables and constants and include a discussion of what variables and constants exist in a typical classroom setting.

Cognitive Domain: Comprehension

Answer Location: Variables and Constants

Difficulty Level: Medium

Document Information

Document Type:
DOCX
Chapter Number:
14
Created Date:
Aug 21, 2025
Chapter Name:
Chapter 14 Analyzing Numerical Data
Author:
Ted Palys

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