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Examining differences in interpersonal emotional interactions and temporal evolution of collective emotions between high- and low-performance groups in CSCL

Crossref DOI link: https://doi.org/10.1007/s11412-026-09481-y

Published Online: 2026-06-01

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Jiang, Ruyi https://orcid.org/0009-0003-5769-4015
Liu, Qingtang

Ma, Xinqian

Wang, Deng
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (62277021)
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Text and Data Mining valid from 2026-06-01

Version of Record valid from 2026-06-01
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Article History

Received: 26 July 2025

Accepted: 4 May 2026

First Online: 1 June 2026

Declarations

:

: To ensure confidentiality, teachers’ and students’ personal identifiers were removed prior to processing the data. The data were collected in accordance with the human subjects' guidelines and principles, and the researchers received an Institutional Review Board Approval from Central China Normal University.

: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. There is no potential conflict of interest in this study.

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