Measurement & Scale
Research Paradigms
Ethics
Theory & Concept
Literature Review
100

A scale with ranked categories but unequal intervals

Ordinal

100

A worldview focused on participant meanings and social construction of reality

Constructivism

100

Required written agreement ensuring participant rights and understanding

Informed Consent

100

A statement predicting the relationship between variables

Hypothesis

100

A scholarly source that is peer evaluated for quality

Peer‑reviewed Article

200

A scale with categories only—no ranking

Nominal
200

A worldview emphasizing objectivity, theory testing, and reductionism

Post‑positivism

200

Board that protects the rights and welfare of human subjects

IRB

200

An abstract explanation that organizes concepts and predicts phenomena

Theory

200

A summary and synthesis of prior research.

Literature Review

300

A numeric scale with equal intervals but no true zero

Interval

300

A study method combining qualitative and quantitative approaches

Mixed Methods

300

Principles guiding responsible and respectful research behavior

Ethics

300

A property that varies and can be measured

Variable

300

A diagram showing relationships among major concepts

Visual Literature Map

400

A numeric scale with equal intervals and a true zero

Ratio

400

A mixed‑methods design starting with qualitative data then testing with quantitative

Exploratory Design

400

How consistent a measurement instrument is

Reliability

400

Turning concepts into measurable indicators

Operationalization

500

A survey scale from strongly disagree to strongly agree

Likert Scale

500

How truthfully a measure represents the construct

Validity

500

Clarifying what a concept means theoretically

Conceptualization

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