Research trends and hotspots in the application of cognitive reserve for stroke-induced cognitive impairment using CiteSpace <sup>†</sup>

Abstract Objective To examine the research trends and hotspots of the application of cognitive reserve in stroke cognitive impairment using CiteSpace and provide a reference for developing effective measures to reduce the incidence of cognitive impairment in these patients. Methods Using CiteSpace software, a visual analysis of 860 included articles related to cognitive reserve in stroke cognitive impairment patients was performed. Relevant literature regarding the application of cognitive reserve in poststroke cognitive impairment was retrieved from the Web of Science core collection database from January 2010 through January 2024. Citespace 6.3.R1(64-bit) was employed to visualize and analyze literature data, including general literature analysis, national publication distribution, literature cocitation, journal co-citation, keyword co-citation, keyword clustering, literature co-citation, and literature co-citation clustering. Results A total of 860 articles were retrieved, indicating a rising trend in publications in this field, with the United States leading in publication count and FRONT NEUROL being the most frequently cited journal. The most frequently cited references usually focus on the prevention and influence factors of cognitive impairment and dementia. Conclusions After eliminating keywords similar to the search terms, the top 3 keywords with the highest frequency and highest mediated centrality were dementia, cognitive influences, and risk factors, while education, influences, and cognitive assessment were emerging research focuses.

Authors

Institutions

Publication Details

Journal
Frontiers of Nursing
Published
2025-12-01
DOI
https://doi.org/10.2478/fon-2025-0054
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research trends and hotspots in the application of cognitive reserve for stroke-induced cognitive impairment using CiteSpace †

Jin-Xiu Li, Mi Zhou, Zhuo-Ni Mao, Xin-Rui Wu et al.
Frontiers of Nursing
Dementia and Cognitive Impairment Research
article

Research trends and hotspots in the application of cognitive reserve for stroke-induced cognitive impairment using CiteSpace †

Jin-Xiu Li, Mi Zhou, Zhuo-Ni Mao, Xin-Rui Wu, Ya-Mi Li, Juan Hu
article en

Abstract

Abstract Objective To examine the research trends and hotspots of the application of cognitive reserve in stroke cognitive impairment using CiteSpace and provide a reference for developing effective measures to reduce the incidence of cognitive impairment in these patients. Methods Using CiteSpace software, a visual analysis of 860 included articles related to cognitive reserve in stroke cognitive impairment patients was performed. Relevant literature regarding the application of cognitive reserve in poststroke cognitive impairment was retrieved from the Web of Science core collection database from January 2010 through January 2024. Citespace 6.3.R1(64-bit) was employed to visualize and analyze literature data, including general literature analysis, national publication distribution, literature cocitation, journal co-citation, keyword co-citation, keyword clustering, literature co-citation, and literature co-citation clustering. Results A total of 860 articles were retrieved, indicating a rising trend in publications in this field, with the United States leading in publication count and FRONT NEUROL being the most frequently cited journal. The most frequently cited references usually focus on the prevention and influence factors of cognitive impairment and dementia. Conclusions After eliminating keywords similar to the search terms, the top 3 keywords with the highest frequency and highest mediated centrality were dementia, cognitive influences, and risk factors, while education, influences, and cognitive assessment were emerging research focuses.

Frontiers of NursingVol. 12(4)
Central South University (CN), Jishou University (CN), The First Hospital of Changsha (CN), Second Xiangya Hospital of Central South University (CN)
National Natural Science Foundation of China, Scientific Research Foundation of Hunan Provincial Education Department
Openalex Percentile: Top 27%
Dementia and Cognitive Impairment Research
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.