Evidence map›Paper›PMID 41938965›Full record

ArticleFrontiers in public health2026

Participant or bystander: effect of teaching styles on viewer engagement in doctor-generated short videos.

Xin Liu, Fengjuan Han, Ying Shen, Fangyuan Liu

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Xin LiuSchool of Management, Harbin Institute of Technology, Harbin, China.
Fengjuan HanDepartment of Gynecology, The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, China.
Ying ShenDepartment of Gynecology, The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, China.
Fangyuan LiuDepartment of Gynecology, The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: In contemporary society, the effective dissemination of medical knowledge and the sustained improvement of health literacy have become paramount priorities for public health. Fortunately, short video platforms have paved new avenues for doctors to teach medical information and communicate health concepts to the public. Despite their substantial significance, short videos still fall short in eliciting viewer engagement, thereby limiting their meaning. In response, this study aims to assist doctors in leveraging teaching styles to refine the design and creation of short videos. Methods: Based on data from Douyin (Chinese TikTok), this study employs econometric analyses to examine the influences of two prevalent teaching styles-monologue vs. dialogue-on viewer engagement in short videos, including likes, comments, collections, and shares. Furthermore, our study empirically examines the moderating roles of teaching content characteristics, including knowledge professionalism and knowledge generality, in these influences. Results: The results demonstrate that monologue significantly outperforms dialogue in terms of viewer engagement, spanning from likes to shares. Moreover, the decrease in knowledge professionalism and the increase in knowledge generality can enhance the advantages of monologue over dialogue. Conclusions: This study contributes to the understanding of viewer engagement in short videos and guides doctors to generate high-impact short videos, advancing the public's health self-management and medical knowledge dissemination.

Indexed as

Information DisseminationPhysiciansTeachingVideo RecordingChinaDigital MediaHumansdigital healthcareknowledge disseminationshort videosteaching stylesviewer engagement

Identifiers

PMID41938965
PMCPMC13047108

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.