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Table 7 Definition of the five constructs of the finalized MMQ with reliability evidence (n = 1276)

From: Validation of the Mathematics Motivation Questionnaire (MMQ) for secondary school students

Construct

No. of items

Cronbach’s α

ω for ordinal data

Definition

Intrinsic value

3

0.851

0.885

A student’s feeling that learning mathematics is personally valuable

Self-regulation

4

0.725

0.755

A student’s tendency to engage in behavioral learning strategies

Self-efficacy

4

0.867

0.885

A student’s belief that they have the necessary competence and capability to perform well in mathematics

Utility value

4

0.890

0.907

A student’s perception that mathematics is personally relevant to their lives or future careers

Test anxiety

4

0.788

0.830

A student’s feeling of anxiety toward being assessed in math or compared with others

Total

19

0.852

0.903

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