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Table 1 The labels, descriptions, and ranges of the attributes considered in this study

From: Attending lectures in person, hybrid or online—how do students choose, and what about the outcome?

Label

Description

Range

CanExplain

“I could explain the concepts to fellow students”

1 (do not agree)–5 (completely agree)

CoursePrepared

“The course prepared me for the exam”

1 (do not agree)–5 (completely agree)

CourseSatisfaction

“I was satisfied with the course”

1 (do not agree)–5 (completely agree)

EstimatedGrade

Student-estimated grade on the exam

1.0 (worst)–6.0 (best)

ExamAlignment

“Knowledge tested and level required were aligned with teaching”

1 (do not agree)–5 (completely agree)

ExamCorresponds

“How much did the exam correspond to your expectations?”

1 (not at all)–5 (completely)

ExamEmphasis

“The exam emphasized ...”

1 = facts; 2 = connections; 3 = applications

ExamEnviron

“The exam environment was appropriate”

1 (do not agree)–5 (completely agree)

ExamFairness

“The exam was fair”

1 (do not agree)–5 (completely agree)

ExamFormulations

“Formulations on the exam were clear”

1 (do not agree)–5 (completely agree)

ExamGrade

Actual grade on the exam (from administrative system)

1.0 (worst)–6.0 (best)

ExamSameCond

“During the exam, everyone had the same conditions”

1 (do not agree)–5 (completely agree)

ExamTime

“The time for the exam was ...”

1 (way to short)–3 (reasonable)

FacComExpect

“Faculty clearly communicated expectations”

1 (do not agree)–5 (completely agree)

Gender

Gender (from administrative system)

1 = male; 2 = female

LearnConnect

“I tried to connect the topics and my previous knowledge”

1 (do not agree)–5 (completely agree)

LearnEnjoy

“I enjoyed learning the topics”

1 (do not agree)–5 (completely agree)

LearnGroup

“I learned in groups”

1 (never)–5 (frequently)

LearnMinEffort

“I only invested minimal effort”

1 (never)–5 (frequently)

LearnMorePos

“I could have studied more intensively”

1 (never)–5 (frequently)

LearnPersist

“If I encountered difficulties with a topic, I did not give up”

1 (do not agree)–5 (completely agree)

LiveCampus

“I attended lectures live on campus”

1 (almost never)–5 (always)

LiveOnline

“I attended lectures live online”

1 (almost never)–5 (always)

MatPrepared

“The course materials prepared me for the exam”

1 (do not agree)–5 (completely agree)

PriorInterest

“I was interested in the topics before the course”

1 (do not agree)–5 (completely agree)

RecOnly

“I only watched the recording instead of attending lecture”

1 (almost never)–5 (always)

RecPrepared

“The recordings prepared me for the exam”

1 (do not agree)–5 (completely agree)

  1. The descriptions are paraphrased here in the interest of conciseness