Who thrives in emergency online language courses?

Among Chinese language majors forced online by COVID-19, personality and degree level predicted learning outcomes more than gender.

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What sample did this study analyze?

1,152 language majors at a Chinese public university who had experienced online courses during COVID-19.

Did gender significantly predict online learning outcomes?

No. Gender did not contribute significantly to the regression model for learning outcomes.

Which personality trait failed to predict outcomes alongside gender?

Neuroticism.

How did educational level relate to outcomes?

Educational level significantly predicted learning outcomes; postgraduates tended to fare better with online learning than undergraduates.

Why might undergraduates struggle more with online videos?

They may be distracted by visual stimulation or fail to spend enough time watching instructional videos.

What advantage did postgraduates show?

Stronger self-regulation that helped them resist external disturbances and prefer online learning.

How much variance in outcomes did the model explain?

56.3% of the variance for learning outcomes.

What courses did participants take online?

A range of English/language courses such as linguistics, reading, writing, translation, and related subjects.

How long had participants been learning online?

At least four months continually.

What is a key limitation of the study?

Participants were limited to China and the study occurred during COVID-19, limiting generalizability.

What future design tip do the authors suggest?

Improve interpersonal interactions and encourage posting in online discussion forums.

Which Big Five traits significantly related to outcomes?

Extraversion, agreeableness, conscientiousness, and openness.