Evidence map›Paper›PMID 42199272›Full record

ReviewFrontiers in psychology2026

Chinese as a second language anxiety and intervention in a technology-assisted environment: a mini-review.

Bo Yu

Abstract readReview
In one paragraph

Review in Frontiers in psychology, 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

1 author.

Bo YuInternational College of Chinese Language and Culture, Chongqing Normal University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This mini-review examines research on anxiety among learners of Chinese as a second language (CSL) in technology-assisted environments. It synthesizes findings from empirical studies published between 2015 and 2025, focusing on the unique manifestations of anxiety in digital settings, key influencing factors (e.g., technological features, individual differences, instructional design), and evidence-based intervention strategies. Results indicate that technology can both alleviate and exacerbate anxiety: tools such as VR and gamification show promise in reducing oral and communicative anxiety, whereas technical challenges and emotional isolation may heighten distress. Notably, the same platform (e.g., video-conferencing) can produce opposite effects depending on task design and learner proficiency. The review also highlights methodological limitations, including small sample sizes and short-term designs, and proposes a Technology-Affect Interaction Framework to guide future research. The review recommends longitudinal, mixed-methods approaches and learner-centered technological ecosystems that systematically support emotional as well as cognitive dimensions of CSL learning.

Indexed as

Chinese as a second language (CSL)intervention strategieslanguage learning anxietyonline learningtechnology-assisted language learning

Identifiers

PMID42199272
PMCPMC13199303

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.