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Ch. 2- Applied Statistics 4 Public/Nonprofit Administration
Based on terminology from the Applied Statistics for Public and Non-Profit Administration by Meier, Brudney, and Bohte 2009
26
Political Studies
Graduate
08/28/2010

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Term
Measurement
Definition
Assignment of numbers to some phenomenon for analysis (usually go by categories)
Term
Operational Definition
Definition
Statement that describes how a concept will be measured
Term
Indicator
Definition
Variable/set of observations that results from applying the operation definition (Indicator=concept+error)
Term
Multiple Idicators
Definition
Several indicators used to measure a single concept (triangulation- "home in" on a concept)
Term
Valid Indicator
Definition
Accurately measures the concept its intended to measure
Term
Convergent Validity
Definition
If indicators of a concept produce similar results, the indicators have convergent validity
Term
Discriminant Validity
Definition
Whether the indicator allows the concept to be distinguished from other similar yet different concepts
Term
Measurement Validity
Definition
A measure is valid if it taps what the research analyst thinks it measures
Term
Face Validity
Definition
An indicator has face validity when the researcher accepts the indicator as valid
Term
Consensual Validity
Definition
When an indicator has consensual validity when numerous researchers accept the indicator as valid
Term
Correlational Validity
Definition
Validity established when an indicator correlates strongly with other accepted valid indicators
Term
Predictive Validity
Definition
An indicator that correctly predicts a specified outcome
Term
Reliable Indicator
Definition
Consistently assigns the same # to some phenomenon that hasn't changed
Term
Measurement Reliability
Definition
An indicator is reliable if it consistently assigns the same numbers to similar phenomenon (Two main threats to measurement reliability are subjectivity and lack of precision)
Term
Subjective Measure
Definition
Relies on the judgement of the measurer or of a respondent in a survey
Term
Lack of Pecision
Definition
Threat to the reliability of measurement arising from the use of small samples of measurement scales lacking sufficient gradations
Term
Parallel Forms Reliability
Definition
The correlation between responses obtained on two sets of items measured for reliability (creation of alternative forms that are parallel and administered at the same time)
Term
Split Half Reliability
Definition
Measure of reliability in which the set of items intended to measure a given concept is divided into two parts (Cronbach's alpha is based on this method; usually done with even and odd number questions)
Term
Interrater Reliability
Definition
A technique used to assess the degree of consistency among individuals who are applying a measurement scheme to collect and code data
Term
Subjective Indicator
Definition
Based on judgement of one or more persons
Term
Objective Indicator
Definition
Based on a report/docs and don't require any judgement on the researcher's part
Term
Unobtrusive Indicator
Definition
Circumvent the altering of behavior being assessed (avoidance of the Hawthorne event where the measuring of a phenomenon can alter the behavior that is being assessed)
Term
Levels of Measurement
Definition
The precision inherent in the measurement of different types of measurement
Term
Interval Level
Definition
Highly precise level of measurement based on a unit or interval accepted as the common standard
Term
Ordinal Level
Definition
Level of measurement at which its possible to say that one object (or event/phenomenon) has more or less of a given characteristics than another but not how much or less of it (ex. satisfaction questions vs. weight)
Term
Nominal Level
Definition
Shows how an item is either the same or different with no exact trait (interval level) or more/less of a characteristic (ordinal level)
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