A visual analysis of the current status and trends of research on Mandarin tone acquisition by non-native Chinese speakers based on citespace

This study employs CiteSpace to provide a visual analysis of the current state and trends in research on Mandarin tone acquisition by non-native speakers. Through data analysis of 131 papers from the Social Sciences Citation Index (SSCI) and Scopus databases databases between 2015 and 2024, the Spatio-temporal distribution patterns, collaboration networks among authors/institutions, and keyword-based topic clusters were examined. The primary findings indicate a peak in publication volume from 2019 to 2021, with the United States and China as the major contributors. However, the collaborative network in this field is fragmented, with limited core authors and insufficient international collaboration. Keyword co-occurrence and burst detection highlight five major research areas: (1) perceptual mechanisms and acoustic features of Mandarin tone learning; (2) acquisition trajectories and proficiency effects; (3) teaching strategies and training methods; (4) cognitive and neural processing; and (5) cross-linguistic and cultural influences. Notably, perceptual training, auditory stimuli, and second language perception are identified as emerging hotspots. This study emphasizes the significance of bolstering interdisciplinary collaboration, a more profound focus on teaching approaches to tonal instruction, and the integration of technological innovations. The research provides a comprehensive foundation for the study and practice of Mandarin tone teaching for non-native learners.

Authors

Publication Details

Journal
Arts Culture and Language
Published
2025-06-17
DOI
https://doi.org/10.61173/5pnysr33
Primary Topic
Educational Technology and Pedagogy
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A visual analysis of the current status and trends of research on Mandarin tone acquisition by non-native Chinese speakers based on citespace

Wenjin Chen
Arts Culture and Language
Educational Technology and Pedagogy
article

A visual analysis of the current status and trends of research on Mandarin tone acquisition by non-native Chinese speakers based on citespace

Wenjin Chen
article en

Abstract

This study employs CiteSpace to provide a visual analysis of the current state and trends in research on Mandarin tone acquisition by non-native speakers. Through data analysis of 131 papers from the Social Sciences Citation Index (SSCI) and Scopus databases databases between 2015 and 2024, the Spatio-temporal distribution patterns, collaboration networks among authors/institutions, and keyword-based topic clusters were examined. The primary findings indicate a peak in publication volume from 2019 to 2021, with the United States and China as the major contributors. However, the collaborative network in this field is fragmented, with limited core authors and insufficient international collaboration. Keyword co-occurrence and burst detection highlight five major research areas: (1) perceptual mechanisms and acoustic features of Mandarin tone learning; (2) acquisition trajectories and proficiency effects; (3) teaching strategies and training methods; (4) cognitive and neural processing; and (5) cross-linguistic and cultural influences. Notably, perceptual training, auditory stimuli, and second language perception are identified as emerging hotspots. This study emphasizes the significance of bolstering interdisciplinary collaboration, a more profound focus on teaching approaches to tonal instruction, and the integration of technological innovations. The research provides a comprehensive foundation for the study and practice of Mandarin tone teaching for non-native learners.

Arts Culture and LanguageVol. 1(3)
Openalex Percentile: Top 93%
Educational Technology and Pedagogy
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.