pith:GS5KFGUW
Teachers' Vocal Expressions and Student Engagement in Asynchronous Video Learning
Nonverbal vocal expressions with positive valence and high arousal enhance student engagement in asynchronous video learning, while verbal emotive expressions do not.
arxiv:2605.17463 v1 · 2026-05-17 · cs.HC · cs.CY
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Claims
Vocal expressions with positive valence and high arousal, such as happiness and surprise, enhanced engagement, while negative high-arousal emotions, such as anger, reduced it. Verbal emotive expressions did not significantly impact engagement.
The computational acoustic and sentiment analysis tools accurately classify teachers' intended vocal emotions and that student self-reports after class reliably measure affective engagement caused by those expressions rather than other video factors.
Nonverbal vocal emotions with positive valence and high arousal like happiness and surprise increase student affective engagement in MOOC videos while anger decreases it, but verbal expressions show no significant effect.
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| First computed | 2026-05-20T00:04:40.293245Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
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· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GS5KFGUWPE6KSJFT5TJPBJ5VM7 \
| jq -c '.canonical_record' \
| python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 34baa29a96793ca924b3ecd2f0a7b567dd8d95e2d1e8b3a418724f2204672e40
Canonical record JSON
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