텍스트마이닝을 활용한 국외 노인작업치료의 연구동향 분석
Study on the Research Trend of Overseas Elderly Occupational Therapy Using Text Mining
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목적 : 본 연구는 텍스트마이닝을 활용하여 국외 노인 작업치료의 양적 변화와 현황 파악을 정량적으로 분석하고자 하였다. 연구 방법 : 2009~2019년까지 PubMed를 활용하여 Elderly, Health, Occupational therapy가 들어간 제목과 초록이 존재하는 연구논문을 분석대상으로 선정하여 초록의 단어들을 수집하였다. 수집된 정보를 통해 연도별 발생 논문 편수, 핵심어 분석, 연도별 핵심어 분석, 단어들 간의 관계성을 분석하였다. 결과 : 2009-2019년에 발표된 논문은 9,941편이며, 2009년부터 점차적으로 증가하여 2017년 또는 2018년에 최다 빈도를 보인 후 2019년에 감소하는 추이를 보였다. 최근 5년간 빈도수가 많은 단어는 Care, Group, Intervention, Pain, Treatment, Work이었다. 최근 11년간 평균적인 빈도수를 기준으로 단어 간의 관계성을 파악한 결과, Function, Health, Intervention, Participation이 단어들 간의 높은 관계성을 보였다. 결론 : 본 연구는 텍스트마이닝이라는 새로운 연구방법을 적용하여 작업치료의 동향을 실증적, 체계적으로 분석하여 거시적이고 종합적인 결과를 제시했다는 점에 의의가 있다. 이를 토대로 노인과 관련된 작업치료 임상 및 연구 현장에서 새로운 연구방향을 설정하는데 도움이 될 것으로 기대한다.
Abstract
Objective : The purpose of this study was to quantitatively analyze the quantitative changes in, and the status of, overseas occupational therapy using text mining. Methods : Using PubMed, research papers on Elderly, Health and Occupational therapy published between 2009 and 2019 were selected for analysis, Abstracts of the selected papers were analyzed. The number of annual papers, the key words, the key words by year, and the relationship between the words were analyzed. Results : The number of papers published from 2009 to 2019 was 9,941, there was a gradual increase from 2009 to the highest in 2017 or 2018, followed by a decreasing trend in 2019. Within the last five years, the most frequent words were Care, Group, Intervention, Pain, Treatment, and Work. There was a strong relationship between the words based on the average frequency over the last 11 years, function, health, event, and partition. Conclusion : This study is meaningful because it applied a new research method called text mining to the empirical and systematic analysis of trends in occupational therapy and presented macroscopic and comprehensive results. The findings are expected to help establish new research directions at clinical and research sites for occupational therapy related to older adults.
참고문헌 (33)
- 박치성, "텍스트 네트워크 분석: 사회적 인식 네트워크(socio-cognitive network) 분석을 통한 정책이해관계자 간 공유된 의미 파악 사례", 정부학연구, 19(2), pp.73~108 (2013), 정부학연구소
- Amagasa, S., "Types of social partic ipation and psychological distress in Japanese older adults : A five-year cohort study", PloS One, 12(4), pp.1~12 (2017)[DOI]
- Andresen, E. M., "The imp ortance of occupational therapy contributions to health se rvices research", Occupation, Participation and Health, 26(3), pp.108~116 (2006)[DOI]
- Arbesman, M., "Systematic review of occupation-and activity-based health management and ma intenance interventions for community-dwelling older adul ts", American Journal of Occupational Therapy, 66(3), pp.277~283 (2012)[DOI]
- Berger, S., "Effe ctiveness of health promotion, management, and maintena nce interventions within the scope of occupational therapy for community-dwelling older adults : A systematic review", American Journal of Occupational Therapy, 72(4), pp.1~10 (2018)[DOI]
- Bogers, M., "Users as innovat ors : A review, critique, and future research directions", Jour nal of Management, 36(4), pp.857~875 (2010)[DOI]
- Bourassa, K. J., "Social participation predicts cognitive functioning in aging adults over time : Comparisons with physical healt h, depression, and physical activity", Aging & Mental Healt h, 21(2), pp.133~146 (2017)[DOI]
- 조수곤, "텍스트마이닝을 활용한 산업공학 학술지의 논문 주제어간 연관관계 연구", 대한산업공학회지, 38(1), pp.67~73 (2012), 대한산업공학회
- 최상희, "문서 클러스터링을 위한 학술지 논문의 구조적 초록 활용성 연구", 정보관리학회지, 29(1), pp.331~349 (2012), 한국정보관리학회[DOI]
- Clark, F., "Effectiveness of a lifestyle intervention in promoting the well-being of independently living older people : Results of the well elder ly 2 randomised controlled trial", Journal of Epidemiol Co mmunity Health, 66(9), pp.782~790 (2012)[DOI]
- "Using network text anal ysis to detect the organizational structure of covert netw orks" (2004)[URL]
- Gitlin, L. N., "Tailored activities to manage neuropsychiatric behaviors in persons with dementia and reduce caregiver burden : A randomized pilot study", The A merican Journal of Geriatric Psychiatry, 16(3), pp.229~239 (2008)[DOI]
- Gitlin, L. N., "A biobehavioral home-based intervention and the well-being of patients with dementia and their car egivers : The COPE randomized trial", Journal of the Ameri can Medical Association, 304(9), pp.983~991 (2010)[DOI]
- 고광수, "텍스트 마이닝을 이용한 특허정보검색 개발에 관한 연구", 한국산학기술학회논문지, 12(8), pp.3677~3688 (2011), 한국산학기술학회
- Hotho, A., "A brief survey of text mining", Ldv Forum, 20(1), pp.19~62 (2005)
- Ichida, Y., "Does social participation improve self-rat ed health in the older population? A quasi-experimental intervention study", Social Science & Medicine, 94, pp.83~90 (2013)[DOI]
- 정철우, "텍스트마이닝을 활용한 건설분야 트랜드 분석", 한국디지털건축인테리어학회 논문집, 12(2), pp.53~60 (2012), 한국디지털건축·인테리어학회[DOI]
- Johansson, B. B., "Current trends in stroke rehabilitati on. A review with focus on brain plasticity", Acta Neurologi ca Scandinavica, 123(3), pp.147~159 (2011)[DOI]
- 정효정, "텍스트 마이닝을 이용한 혁신 분야의 국외 연구 동향 분석", 기술혁신연구, 24(4), pp.249~276 (2016), 기술경영경제학회[DOI]
- 김미점, "노인장기요양보험 지역협의회의 활동에서 작업치료의 참여와 그 역할에 관한 고찰", 대한고령친화산업학회지, 1(2), pp.13~22 (2009), 대한고령친화산업학회
- "Defi nition of occupational therapy" (2020)[URL]
- Kouvonen, A., "Social participation and maintaining recommended waist circumference : Prosp ective evidence from the English longitudinal study of agin g", Journal of Aging and Health, 24(2), pp.250~268 (2012)[DOI]
- Kubina, L. A., "The process of re-engagement in perso nally valued activities during the two years following strok e", Disability and Rehabilitation, 35(3), pp.236~243 (2013)[DOI]
- Lai, W. W., "Occupational therapy in the integrated elderly and community support services for the elderly in Hong Kong", Hong Kong Journal of Occupat ional Therapy, 19(1), pp.27~30 (2009)[DOI]
- Levasseur, M., "Importance of proximity to resources, social support, transportation an d neighborhood security for mobility and social participati on in older adults : Results from a scoping study", BMC Publ ic Health, 15(1), pp.1~19 (2015)[DOI]
- Liu, Z., "Visualizing the intellectual structure and evolution of innovation syste ms research : A bibliometric analysis", Scientometrics, 103(1), pp.135~158 (2015)[DOI]
- Mayo, N. E., "Necessary and sufficient causes of participatio n post-stroke : Practical and philosophical perspectives", Qu ality of Life Research, 23(1), pp.39~47 (2014)[DOI]
- Niedzwiedz, C. L., "The relationship between wealth and loneliness among older people across Europe : Is social participation protective", Preventive Medi cine, 91, pp.24~31 (2016)[DOI]
- Searle, M. S., "Examining the long term effects of leisure education on a sense of independence and psychol ogical well-being among the elderly", Journal of Leisure Re search, 30(3), pp.331~340 (1998)[DOI]
- Shafique, M., "Thinking inside the box? Intellectual str ucture of the knowledge base of innovation research(1988–2008)", Strategic Management Journal, 34(1), pp.62~93 (2013)[DOI]
- 유은영, "한국 작업치료의 연구동향: 대한작업치료학회지를 중심으로", 대한작업치료학회지, 19(1), pp.29~41 (2011), 대한작업치료학회
- 유은영, "대한작업치료학회지의 연구동향: 2011~2015년", 대한작업치료학회지, 24(4), pp.149~160 (2016), 대한작업치료학회
- Wenjia Zhu, "A bibliometric study of service innovation research: based on complex network analysis", Scientometrics, 94(3), pp.1195~1216 (2012), Springer Science and Business Media LLC[DOI]