Analysis of Research Trends in the Field of Women with Disabilities Using Topic Modeling Analysis : Focusing on domestic registered journals from 2002 to 2024

The purpose of this study is to explore the issues and trends in overall scholarly interest in the field of women with disabilities and to suggest directions and challenges for the development of the field. The abstracts and keywords of 267 papers published in KCI listed and candidate journals between 2002 and 2024 were analyzed using Python. The results showed that first, the number of studies on women with disabilities has increased since the 2010s; second, the frequency(TF) analysis showed that 'employment', 'satisfaction', 'employment', 'discrimination', and 'occupation' were the most frequent topics in order; the frequency-inverse frequency(TF-IDF) analysis was similar to the frequency results, but 'discrimination' was followed by 'child rearing' and 'occupation' was ranked relatively higher than 'employment'. Third, the topic model analysis resulted in seven topics, including‘job retention and abilities(24.2%)’,‘sexuality, marriage, and motherhood (17.5%)’,‘daily life satisfaction(15.5%)’,‘economic life-related(14.6%)’,‘appearance perception and happiness(12.9%)’,‘depression and social support(7.8%)’and‘identity and social roles(7.5%)’.The occupancy rate of the constituent keywords in each topic was different, indicating interrelationships between the seven topics. Based on these results, we suggested the need for future research on aging of women with disabilities, including a life-cycle approach, diverse participation and activities, health status, intersectionality research, independence and community living.

Publication Details

Journal
Forum of Public Safety and Culture
Published
2025-05-31
DOI
https://doi.org/10.52902/kjsc.2025.42.101
Primary Topic
Diverse Approaches in Healthcare and Education Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analysis of Research Trends in the Field of Women with Disabilities Using Topic Modeling Analysis : Focusing on domestic registered journals from 2002 to 2024

1 links
Forum of Public Safety and Culture
Diverse Approaches in Healthcare and Education Studies
article

Analysis of Research Trends in the Field of Women with Disabilities Using Topic Modeling Analysis : Focusing on domestic registered journals from 2002 to 2024

article en

Abstract

The purpose of this study is to explore the issues and trends in overall scholarly interest in the field of women with disabilities and to suggest directions and challenges for the development of the field. The abstracts and keywords of 267 papers published in KCI listed and candidate journals between 2002 and 2024 were analyzed using Python. The results showed that first, the number of studies on women with disabilities has increased since the 2010s; second, the frequency(TF) analysis showed that 'employment', 'satisfaction', 'employment', 'discrimination', and 'occupation' were the most frequent topics in order; the frequency-inverse frequency(TF-IDF) analysis was similar to the frequency results, but 'discrimination' was followed by 'child rearing' and 'occupation' was ranked relatively higher than 'employment'. Third, the topic model analysis resulted in seven topics, including‘job retention and abilities(24.2%)’,‘sexuality, marriage, and motherhood (17.5%)’,‘daily life satisfaction(15.5%)’,‘economic life-related(14.6%)’,‘appearance perception and happiness(12.9%)’,‘depression and social support(7.8%)’and‘identity and social roles(7.5%)’.The occupancy rate of the constituent keywords in each topic was different, indicating interrelationships between the seven topics. Based on these results, we suggested the need for future research on aging of women with disabilities, including a life-cycle approach, diverse participation and activities, health status, intersectionality research, independence and community living.

Forum of Public Safety and CultureVol. 42
Openalex Percentile: Top 81%
Diverse Approaches in Healthcare and Education Studies
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.