[논문]Analysis of Work-Related Musculoskeletal Disorders Research Trends Using Keyword Frequency Analysis and CONCOR Technique

Geon-Hui Lee; Seo-Yeon Choi

doi:10.9708/jksci.2023.28.08.137

Analysis of Work-Related Musculoskeletal Disorders Research Trends Using Keyword Frequency Analysis and CONCOR Technique 원문보기

韓國컴퓨터情報學會論文誌 = Journal of the Korea Society of Computer and Information, v.28 no.8, 2023년, pp.137 - 144

Geon-Hui Lee (Dept. of Occupational Health and safety, Hanseo University) , Seo-Yeon Choi (Dept. of Safety and Health, Hanseo University)

초록
AI-Helper

사회문제를 해결하는 방법들 중 하나로 활용성이 제시되고 있는 빅데이터 분석기법을 이용하여 작업관련성 근골격계질환에 관한 연구동향을 분석하고자 키워드 네트워크 분석 기법과 CONCOR 분석기법을 적용하여 본 연구를 진행하였다. 본 연구에서 도출한 연구결과는 첫째, 작업관련성 근골격계질환 논문 수는 근골격계 유해요인조사가 실시된 2003년 이후 20년간 연평균 33편 이상 게재되었으며 2007~2009년 게재 비율이 증가하였다. 둘째, 텍스트 마이닝을 이용하여 출현된 상위 키워드의 빈도는 작업(4,940), 근골격계질환(2,197), 증상(1,836), 관련(1,769), 근골격계(1,421) 등의 순으로 나타났다. 셋째, CONCOR 분석결과 '근골격계질환 치료', '안전보건관리', '근로환경조사', '작업환경측정' 4개의 군집으로 나뉘었다. 본 연구가 근골격계질환 연구의 발전방안을 위한 세부적인 연구로서 다양한 방향으로 모색하는데 활용되기를 기대한다.

Abstract ▼ AI-Helper

One of the methods being suggested as a way to address social issues is the utilization of big data analysis techniques. In this study, we utilized keyword network analysis and CONCOR analysis techniques to analyze the research trends on work-related musculoskeletal disorders. The findings of this study are as follows: Firstly, the number of papers on work-related musculoskeletal disorders has been consistently increasing, with an average of over 33 articles published per year since the investigation of musculoskeletal risk factors in 2003. The publication rate showed an increase from 2007 to 2009. Secondly, the frequency of the top keywords identified through text mining were as follows: work (4,940), musculoskeletal disorders (2,197), symptoms (1,836), related (1,769), musculoskeletal system (1,421). Thirdly, the CONCOR analysis resulted in the formation of four clusters: ' Musculoskeletal disorder treatment', 'Occupational health and safety management', 'Work environment assessment', and ' Workplace environment measurement'. It is expected that this study will contribute to the development of research on musculoskeletal disorders and provide various directions for future studies.

주제어

표/그림 (6)

표 Table 1. Number of Researches Published per Year (2003 ~ 2022: 20 years)
표 Table 2. Key-ward analysis
그림 Fig. 1. Semantic Network Analysis
그림 Fig. 2. Dendrogram visualization results
표 Table 3. CONCOR Analysis
그림 Fig. 3. CONCOR Analysis

참고문헌 (28)

Y. O. Kwon. "Data Analytics in Education : Current and Future Directions." Journal of Intelligent Information Systems, vol. 19, no. 2, pp. 87-99, 2013？
J. H. Jong, "Big Data Planning and Analysis", CrownBook, pp 7-26 , 2017？
E. H. Roh and S. C. Park. "Association between Clustering of Lifestyle and Chronic Disease Using Healthcare Big Data" Journal of Health Informatics and Statistics 45, no.2 113-123. 2020 doi: https://doi.org/10.21032/jhis.2020.45.2.113？

상세보기
Y. K. Lee. "How Evaluate for Work-Related Musculoskeletal Risk Factors?." KOREAN INDUSTRIAL HYGIENE ASSOCIATION JOURNAL, vol. 13, no. 3, pp. 182-190, 2003.？
J. E. Kim, D. M. Kang, Y. C. Shin, M. A Son, J. W. Kim, J. H. Ahn, Y. K. Kim ,and D. H. Moon. "Risk Factors of Work-related Musculoskeletal Symptoms Among Ship-yard Workers." Annals of Occupational and Environmental Medicine, vol 15, no. 4, 401-410, 2003？
BRADY, William, et al. Defining Total Corporate Health and Safety Costs-Significance and Impact: Review and Recommendations. Journal of Occupational and Environmental Medicine, pp. 224-231, 1997？
S. W. Choi, J. C. Lee, H.. D. Jang, M..C. Jeon, J. H. Kim, C. H. Kim, S. Park and B. J. Shin. "Work-Related Musculoskeletal Disorders among Spine Surgeons." The Journal of the Korean orthopaedic association) vol. 51, no. 6, pp. 464-472, 2016？
K. H. Kim, R. I. Hwang and M. H. Suk, "The Trends and Status of Work-related Musculoskeletal Diseases under Korean Worker's Compensation System," Korean Journal of Occupational Health Nursing, vol.22, no.2, pp.102-111, May, 2013？
H. Y. Yun and M. J. Song. "A Study on the Status of Musculoskeletal Diseases in Korea and the United States in Industrial Sites." Ergonomics Society of Korea, 468-472, INTEC, Oct, 2006？
H. W. Kim, Analysis of the Recent Research Trends of Science Gifted Education Using Text Mining, Seoul National University of Education, Seoul, Korea, 2021？
S. S. Kang, "Literature Survey of Researches on Prevention of Musculoskeletal Disorders," Unpublished Master's Thesis. Pukyong National University, Busan, Korea, 2016？
E. J. Kim, S. H. Baek. "Research Trend of "The Korean Journal of Growth and Development" for 10 Years (2010-2019): Keyword Network Analysis", The Korean Journal of Growth and Development, vol. 28, no. 3, pp. 405-412, 2020？

상세보기
J. Y. Lee, "A Study on Improvement Directions for Risk Assessment System of Musculoskeletal Disorders.", Unpublished Master's Thesis, University of Ulsan, Korea, 2019？
OCCUPATIONAL SAFETY AND HEALTH ACT, Article 39 (Health Measures), https://www.law.go.kr/？
KPRC, (3-step comparison) Occupational Safety and Health Regulations, Construction Information Company, Seoul, 2018？
W. H. Cheon, "A Study for Evaluators and Assessment Tools to Improve the Effectiveness of Musculoskeletal Risk Assessment," Unpublished Ph.d Thesis. University of Ulsan, Ulsan, Korea, 2016？
K. S. Kim, J. K. Park and D. S. Kim, "Status and Characteristics of Occurrence of Work-related Musculoskeletal Disorders." Journal of the ergonomics society of Korea, vol. 29, no. 4, pp. 405-422, 2010？
Y. S. Ko et al. "Research Trends of Work-Related Musculoskeletal Disorders in Korean Literature. Journal of oriental rehabilitation medicine, vol. 23, no. 2, pp. 95-104, 2013.？
KAO, Anne; POTEET, Steve R. (ed.). Natural language processing and text mining. Springer Science & Business Media, 2007？
H. K. Yoon, "Research on the Application Methods of Big Data within the Cultural Industry," Global Cultural Contents, no. 10, pp. 157-179, 2013？
D. G. Hou, Analysis of Usage Characteristics of a City Park based on Big Data, Unpublished Master's Thesis.Keimyung University, Deagu, Korea, 2021？
J. H. Kang, "A Study of Atypical Data Analysis Based on Text Mining - Focused on writing pattern analysis," Culture and Convergence, vol. 42, no. 8, pp.373-391, 2020？
Y. S. Shin, W. G. Kim, G. H. Choi, "The Economic Effects of Big Data and Privacy Policies for a New Growth Engine", KIET, pp.11-26, 2014？
S. H. Kim, Y. J. Lee, J. Y Shin, K. Y. Park, T. G. Kim and D. U. Choi, "Text Mining for Economic Analysis." JOURNAL of KOREAN ECONOMIC ANALYSIS, vol. 26, no. 1, pp. 1-85, 2020？
H. H. Gil, "The Study of Korean Stopwords list for Text mining.", vol. 78,, pp. 1-25, Sep, 2018, http://dx.doi.org/10.18628/urimal.78..201809.1？

상세보기
S.U. Park and B. L. Lee, "Trend Analysis of Korean Cultural Policy Studies Using Text Mining." The Korean Association for Governance, vol. 24, no. 3, pp. 95-119, 2017？
S. H. Lee and H. S. Kim "A Study on Activation Plan of Youth Hostel Using Text Mining Technique : Focusing on Busan Youth Hostel ARPINA." , vol. 34, no. 2, pp. 267-288, 2018, http://dx.doi.org/10.22793/indinn.2018.34.2.010？
S. M. Baek and I. O. Moon "The Study on the patient safety culture convergence research topics through text mining and CONCOR analysis." , Journal of Digital Convergence, vol. 19, no. 12, pp. 359-367, 2021

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