Measurement
Types of Variables
Experimental Design
Descriptive Statistics
Public Admin Examples
100

This is an outcome of interest that a researcher is interested in explaining and predicting

What is a dependent variable?

100

It provides the most information and makes more mathematical operations possible

What is an interval variable?

100

Each unit in the sampling frame has an equal chance of being selected

What is a probability sample (or random sample)?

100

In this distribution, the mean, median, and mode are all the same

What is a normal distribution?

100

In a study of noise levels at a popular dog park, a team of researchers alternate who will visit the park each day and record the noise level on a 5-point scale from very quiet to very loud; their design weakens this aspect of research studies

What is reliability?

200

The level of data that you are observing

What is the unit of analysis?

200

It indicates placement in a category, in a class, or as having a particular quality with no ranking of categories

What is a nominal variable?

200

Researchers use this type of experimental design when they are not able to randomly assign units to treatment and control groups

What is a quasi-experiment?

200

This shape is also called a left-tailed distribution

What is a negatively skewed distribution?

200

In a study of Habitat for Humanity outcomes, Habitat applicants who were just above the income cutoff to receive a home could be surveyed as part of this group

What is a comparison group?

300

This process translates a concept of interest into a form that can be measured

What is operationalization?

300

It uses name categories that have a ranked order of placement

What is an ordinal variable?

300

The list of population units from which you will draw your sample

What is a sampling frame?

300

This measures the how spread out the data are

What is the variance?

300

In a study of neighborhood characteristics (e.g. crime rate, mayor, number of residents), this is the unit of analysis

What is the neighborhood?

400

This is threatened when repeated measurements of the same object return different outcomes

What is reliability?

400

Number of children is one example of this type of variable

What is an example of an interval (or continuous) variable?

400

This type of non-probability sampling design asks respondents to refer other respondents for the study

What is a snowball sample?

400

50% of the population has a value below this measure

What is the median?

400

In a study of the relationship between number of guests served at TK Soup Kitchen Inc. and the time of the month, this is the population of interest

What are soup kitchen attendees?

500

This is threatened if the researcher does not rule out other explanations for the observed outcome

What is validity (or internal validity)?

500

Socioeconomic status (low income, middle income, high income) is one example of this type of variable

What is an example of an ordinal variable?

500

This type of probability sampling design divides the population into sections and then randomly selects some of the sections to sample

What is a cluster sample?

500

In this distribution, the mean is greater than the median

What is a positively skewed (right-tailed) distribution?

500

In a study that compares grades of UML students who work as correctional officers with other UML students (taken from a roster of students and their occupations), researchers should employ this sample design to maximize the study's strength

What is a stratified random sample?