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25 Cards in this Set

  • Front
  • Back
What is measurement?
Measurement is the use of numbers to represent the quantity of abstract concepts and variables.
Why is measurement a critical part of social science?
-Because it is through measurement that we’re able to make direct, systematic observations of abstract variables.
Can you have a reliable measure that is not valid?
Yes, exp. Bathroom scale that’s calibrated wrong, keep giving wrong measurement
Can you have a valid measure that is not reliable?
No there not completely independent concepts
What is meant by the reliability of a measure? How is the concept of reliability related to the concept of “error”?
The reliability of a measure refers to: the extent to which there is error in our measurement of a variable to the extent that scores reflect error (influenced by things other than the true score), the measure is unreliable. More error = less reliable, less error = more reliable.
Describe test-retest assessments of reliability.
Examination of the consistency of the measure over time, when the amount of variable present (the true score) has NOT changed. Example – measuring height
What is meant by the sensitivity of a measure? Is a 5-point Likert scale more or less sensitive than a dichotomous response question? Explain.
Sensitivity addresses the question "does our measure reflect small differences between subjects in the actual amount of the variable that they experience?"
You can provide more response options to increase a sensitivity of a measure. So a 5-point likert scale would be more sensitive given the most options (1-5) This provides finer distinctions between people in the amount if variable present.
What is meant by the validity of a measure? Discuss three ways of assessing the
validity of a measure.
Validity is the question of whether the measure is measuring the variable we think it’s measuring
Face Validity: simply refers to the plausibility of the measure. Does it make intuitive sense? Does it look like a measure of variable X? For example, a set of arithmetic problems has high face validity as a measure of math ability.
Convergent validity: you collect very different measures (different kinds of measures) of a variable and then you determine if the two measures are correlated.
Construct Validity. To establish construct validity of a measure, you determine if your measure of the variable of interest (i.e., prejudice) is correlated to a measure of another variable that is theoretically (conceptually) related (i.e., education)
Know the characteristics of each level of measurement and be able to recognize examples of each.
Nominal –Classifies variables into categories (identity)
Ordinal— Classifies variables into ranked categories (properties of identity and magnitude.) (runners 1st, 2nd ...) , students rank in class)
Interval— Classifies variables into ranked categories with standard equal distance between adjacent points on scale. (Have the property of identity, magnitude and equal intervals.)There is equal spacing between response categories on this measure. Exp. Temperature scale
Limitation is there is no true zero point (natural origin of scale is the complete absents of the variable)

Ratio-- Classifies variables into ranked categories of equal distance with a true 0 point where variables cease to exist
Advantages of rating scales over dichotomous response scales.
Because rating scales provide more response options, they are more sensitive measures so they can make finer distinctions between people in the amount of variable present. Dichotomous response questions are strictly ordinal level measures. The rating scale has more response options so it can be treated as an interval level measure. This way we can extract more information from our measure using statistics. The disadvantage of a rating scale is that because there are more response options, they can be more difficult questions for the respondent.
describe one way you would assess the reliability of a measure?
You can infer the reliability of a measure. One way to do that is to examine the consistency or stability of the measure through a "test-retest method.”
The properties of nominal level measurement
identity property
Interval level measurement
identity magnitude and standerd equal distance between adjacent points on a scale (equal intervals)
Exp: Temperature or many psychological test
You can increase the sensitivity of a measure by adding response categories.
How does increasing the number of response categories affect the reliability of a measure? Explain
By making the measure more sensitive you are able to reflect small differences between subjects in the amount of variables experienced.
What is meant by the validity of a measure?
the question of whether the measure is measuring the variable we think it's measuring
Describe (do not simply list) three ways of assessing the validity of a measure..
There are three ways you can assess the validity of a measure. First you can use Face validity, which simply refers to the plausibility of a measure by asking if it makes intuitive sense or if it looks like variable X.
Then you can either use construct or convergent validity.
To establish Convergent Validity you must do two things, first you collect very different measures of a variable. Then you determine if the two measures are correlated.
To establish construct validity you must determine if your measure of the variable of interest is correlated to a measure of another variable that is theoretically related.
describe one way you would assess the reliability of a measure?
to examine the consistency or stability of the measure through a "test-retest method.”
What is meant by the reliability of a measure?
The reliability of a measure refers to: the extent to which there is error in our measurement of a variable
How is the concept of reliability related to the concept of “error”?
To the extent that scores reflect error (influenced by things other than the true score), the measure is unreliable. More error = less reliable, less error = more reliable.
Likert, Likert-type, and semantic differential and all measures of underlying psychological variables are..
ordinal level because there is no constant unit of measurement (such as inches or seconds)
What are limitations of interval level measures?
There is no true zero point
A true zero point represents..
The complete absents of the variable
Semantic differential---
Scales are constructed such that the end points of a scale are anchored by adjectives that are bi-polar opposites. Such as...
Not at all--1 2 3 4 5 6 7--Very Much
Likert Scale--
They consist of pro or con attitude statements and they consist of 5 or 7 response options that gives the scale a mid-point representing a neutral attitude.
How would you increase the reliability of your measure?
take MULTIPLE MEASURES OF THE SAME UNDERLYING VARIABLE. – More than 1 question assessing attitudes toward WCU. This works because error is random. Take the average of the responses of multiple questions on a self-report measure.