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Construct Validity
The extent to which study variables represent the intended theoretical constructs.
Construct
A key concept or attribute being measured.
Assessment Framework
Includes design, reliability, and validity in measuring variables.
Design
Defining, designing, and scaling variables.
Reliability
Consistency across items, raters, or time.
Validity
Accuracy in measuring intended constructs.
Theoretical Construct
The concept researchers seek to understand.
Conceptual Definition
Defines features of a construct and its relationship to other constructs.
Hypothetico-Deductive Method
Observed phenomenon → Theory → Prediction → Testing → Refinement.
Grounded Theory
Theory developed from qualitative data.
Hypothesis Testing
Using theory to make and test predictions.
Operational Definition
Specifies how a variable is measured or manipulated.
Variable
An attribute that varies and is measurable in quantitative research.
Constant
An aspect that does not vary across a study.
Qualitative Research
Analyzes behaviors and imagery for detailed description.
Quantitative Research
Measures variables numerically to test theories.
Self-Report
Participants' own thoughts and feelings.
Behavioral Observation
Recording participants' behaviors.
Physiological Measures
Monitoring bodily processes (e.g., heart rate).
Manipulated Variables
Experimental conditions altered by the researcher.
Response Sets
Consistent but inaccurate responding.
Social Desirability
Faking responses to appear favorable.
Lack of Awareness
Biased by memory or emotions.
Reverse-Worded Items
Detects acquiescence.
Anonymity
Reduces biased responses.
BRUSO
Ensures Brief, Relevant, Unambiguous, Specific, and Objective wording.
Levels of Measurement
Nominal, Ordinal, Interval, Ratio.
Nominal
Categories only.
Ordinal
Rank-ordered.
Interval
Ordered with equal intervals, no true zero.
Ratio
Ordered with equal intervals and a true zero.
Likert-Type Scale
An ordinal scale with ordered responses.
Inventory
Averaged Likert scores treated as interval level.
Interrater Reliability
Consistency across observers.
Test-Retest Reliability
Consistency over time.
Internal Reliability
Consistency across items.
Reliability Coefficients
Interpretation: .90: Strong, .70: Acceptable, .50: Questionable, <.50: Poor.
Validation Study
An empirical study assessing the reliability and validity of measurement tools.
Content Validity
Consistency with theories and research.
Multidimensional Constructs
Defined by multiple dimensions.
Qualitative Approach
Based on theory and expert feedback.
Quantitative Approach
Statistical validation (e.g., factor analysis).