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Table 1 Construct category definitions

From: Measurement in STEM education research: a systematic literature review of trends in the psychometric evidence of scales

Category

Definition

Affective outcomes

Students’ positive and negative emotional activations/deactivations in relation to a STEM course or activities

Anxiety

Students’ self-reported physiological reactivity, negative cognitions, and avoidance behaviors related to STEM

Attitudes

A psychological tendency that is expressed by evaluating a particular entity in STEM with some degree of favor or disfavor

Belonging and Integration

Students’ sense that they are a part of a STEM course, program, or community, receive support, and have the skills for success

Cognitive Outcomes

Students’ perceptions of their conscious reasoning related to thinking about a concept and constructing knowledge in STEM

Community Engagement

Students’ perceptions of their skills and knowledge constructed through community relationships and practices

Course Perceptions

Students’ assessments and expectations of, and their experiences in a STEM course

Diversity

Outcomes related to prejudice, inclusivity, stereotyping, equity, and inclusion in STEM contexts

Engagement

Students’ behavioral, cognitive, and emotional involvement and investment in the learning process of a STEM course

External Climate

Students’ perceptions and evaluations of the external context and/or environment that can shape their experiences in STEM

Identity

Students’ interest in STEM and their ability to recognize themselves as someone that is aligned with STEM skills and values

Interest

Students’ positive feelings towards and sense of value of STEM courses, fields, or activities

Learning Gains

Students’ perceptions of the preparation and training they are receiving in a STEM course or program

Literacy

Students’ perceptions, awareness, and exposure to STEM concepts knowledge and skills

Long-term Outcomes

Outcomes related to students persisting in and pursuing STEM majors and fields, pursuing further education in STEM, and/or pursuing employment in STEM

Motivation

Students’ desire to participate in an STEM-related task that is influenced by their expectations and values

Non-technical Skills

Students’ perceptions of their transferable skills including interpersonal/societal engagement, ethics, and management

Self-efficacy

Students’ belief in their ability to achieve an STEM-related task

Social Support

Students’ willingness to work with others and seek help in STEM

courses