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Table 1 Factors and variables used in student and instructor analyses

From: Factors contributing to students and instructors experiencing a lack of time in college calculus

Factor

Student analysis

Instructor analysis

Traditionally marginalized or vulnerable populations

• Gender

• Gender

• Instructor rank (GTA, lecturer, tenure-track faculty, tenured faculty)

Classroom features

• Student reports of “student-centered practices”

• Common final

• Instructor reports of “student-centered practices”

Student preparation and perception of student preparation

• Previous calculus experience (none, high school, college)

• SAT/ACT mathematics percentile

• Ability to succeed: “I believe I have the knowledge and ability to succeed in this course” (agree versus disagree)

• Perceived student ability: “Approximately what percentage of students currently enrolled in your Calculus I course do you expect are academically prepared for the course?” (>80, 60–80, 40–60, or <40%)

What it means to “succeed” in calculus

• Success perception: “My success PRIMARILY relies on my ability to” (“solve specific kinds of problems” versus “make connections & form logical arguments”)

• Success perception: “From your perspective, student’s success PRIMARILY relies on their ability to” (“solve specific kinds of problems” versus “make connections and form logical arguments”)

Grouping factor

• Instructor

• Institution