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Chapter Outlines
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What are Data?
Key Questions
Validity, Reliability, and Objectivity
Usability

Means of Classifying Data-Collection Instruments
Who Provides the Information?
Where did the Instrument Come From?
Written Response Versus Performance

Examples of Data-Collection Instruments
Researcher-Completed Instruments
Subject-Completed Instruments
Unobtrusive Measures

Types of Scores
Raw Scores
Derived Scores
Which Scores to Use?

Norm-Referenced Versus Criterion Referenced Instruments
Norm-Referenced Instruments
Criterion-Referenced Instruments

Measurement Scales
Nominal Scales
Ordinal Scales
Interval Scales
Ratio Scales
Measurement Scales Reconsidered

Preparing Data for Analysis
Scoring the Data
Tabulating and Coding the Data







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