Introduction to Measurements
Descriptive Statistics and Graphs
Measurement Validity
Measurement Reliability
100

A scale that is ordinal and has equal intervals between categories or scores.

Interval Scale
100

Is a frequency of individual scores are typically ranked-ordered from highest to lowest, and the frequency of each score is indicated.

Simple Frequency

100

An overall evaluation of the extent to which theory and empirical evidence support interpretation that are implied in given uses of the scores.


Measurement Validity

100

The extent to which participant, rater, and observer scores are free from error.


Measurement reliability 

200

A scale in which the categories are rank ordered. 

Ordinal

200

When scores are concentrated at the low end of the distribution, with fewer high scores.

Positively Skewed

200

Provided when the relationships between items and parts of the instrument are empirically consistent with the theory or intended use of the scores.

Internal Structure

200

Also called alternate-forms reliability and is obtained by administering two forms of the same measure to one group of individuals and then correlating the scores from the two forms.

Equivalence
300

A scale in which there are mutually exclusive categories, without any order implied. 

Nominal Scale

300

The middle score of the distribution - the midpoint that divides a rank-ordered distribution into halves containing an equal number of scores.

Median

300

Demonstrates the extent to which the sample of items or questions in the instrument is representative of some appropriate definition, universe or domain of content, tasks, or hypothetical construct such as motivation or attitude.

Content

300

Indicates the degree to which individuals’ answers to items measuring the same trait are consistent.

Internal consistency

400

A scale that can be used in comparing and interpreting the scores. 

Ratio Scale

400

Statistic that indicates whether the scores are clustered close to the mean or deviate broadly from the mean.


Standard Deviation
400

Relationships to other variables when the criterion is measured in the future, after the instrument has been administered.

Predictive relationships

400

Estimate is obtained by administering one form of an instrument and then the second form after a time interval to the same group of individuals. This method combines equivalence (alternate forms) with stability (time interval).

Equivalence and stability

500

Means “evaluation,” and sometimes it refers to the more specific process of diagnosing of individual difficulties, such as assessing for learning disabilities and or to refer to procedures used to obtain information about student performance.

Assessment

500

Indicates the percentage of scores at or below a particular score.

Percentile Rank

500

Relationships to other  variables established by correlating two measures of the same trait that are given to the same individuals at about the same time

Concurrent relationships

500

Obtained by administering one measure to one group of individuals, waiting a specified period of time, and then readministering the same instrument to the same group.

Stability estimate of reliability

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