Browse > Article
http://dx.doi.org/10.22683/tsnr.2021.10.1.007

Study on the Research Trend of Overseas Elderly Occupational Therapy Using Text Mining  

Kim, Ah-Ram (Department of Occupational Therapy, Graduate School of Yonsei University)
Lee, Tae kwon (Department of Environmental Engineering, Yonsei University)
Jeong, In Jae (Department of Environmental Engineering, Yonsei University)
Park, Hae Yean (Department of Occupational Therapy, College of Health Science, Yonsei University)
Publication Information
Therapeutic Science for Rehabilitation / v.10, no.1, 2021 , pp. 7-17 More about this Journal
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.
Keywords
Elderly; Health; Occupational therapy; Text mining;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 Go, G. S., Jung, W. K., Shin, Y. G., Park, S. S., & Jang, D. S. (2011). A Study on development of patent information retrieval using textmining. Journal of the Korea Academia-Industrial Cooperation Society, 12(8), 3677-3688. doi:10.5762/KAIS.201..12.8.3677   DOI
2 Hotho, A., Nurnberger, A., & Paass, G. (2005, May). A briefsurvey of text mining. Ldv Forum, 20(1), 19-62.
3 Ichida, Y., Hirai, H., Kondo, K., Kawachi, I., Takeda, T., & Endo, H. (2013). Does social participation improve self-rated health in the older population? A quasi-experimental intervention study. Social Science & Medicine, 94, 83-90. doi:10.1016/j.socscimed.2013.05.006   DOI
4 Jeong, C. W., & Kim, J. J. (2012). Analysis of trend in construction using textmining method. Journal of the Korean Digital Architecture and Interior Association, 12(2), 53-60.
5 Johansson, B. B. (2011). Current trends in stroke rehabilitation. A review with focus on brain plasticity. Acta Neurologica Scandinavica, 123(3), 147-159. doi:10.1111/j.1600-0404.2010.01417.x   DOI
6 Jung, H. J. (2016). Research dynamics in innovation studies using text mining. Journal of Technology Innovation, 24(4), 249-276. doi:10.14383/SIME.2016.24.4.249   DOI
7 Kim, M. J. (2009). Review on participation and role of occupational therapy in activity of long term care insurance local council. Journal of Korea Aging Friendly Industry Association, 1(2), 9-18.
8 Korean Association of Occupational Therapists. (2020). Definition of occupational therapy. Retrieved from https://www.kaot.org/start.asp
9 Kouvonen, A., Swift, J. A., Stafford, M., Cox, T., Vahtera, J., Vaananen, A., ... Kivimaki, M. (2012). Social participation and maintaining recommended waist circumference: Prospective evidence from the English longitudinal study of aging. Journal of Aging and Health, 24(2), 250-268. doi:10.1177/0898264311421960   DOI
10 Kubina, L. A., Dubouloz, C. J., Davis, C. G., Kessler, D., & Egan, M. Y. (2013). The process of re-engagement in personally valued activities during the two years following stroke. Disability and Rehabilitation, 35(3), 236-243. doi:10.3109/09638288.2012.691936   DOI
11 Lai, W. W., Chan, J. P., Choi, P. K., Ngai, L. C., Mar, C. S., Chan, E. Y., ... Lam, F. N. (2009). Occupational therapy in the integrated elderly and community support services for the elderly in Hong Kong. Hong Kong Journal of Occupational Therapy, 19(1), 27-30. doi:10.1016/S1569186109700415   DOI
12 Levasseur, M., Genereux, M., Bruneau, J. F., Vanasse, A., Chabot, E., Beaulac, C., & Bedard, M. M. (2015). Importance of proximity to resources, social support, transportation and neighborhood security for mobility and social participation in older adults: Results from a scoping study. BMC Public Health, 15(1), 1-19. doi:10.1186/s12889-015-1824-0   DOI
13 Liu, Z., Yin, Y., Liu, W., & Dunford, M. (2015). Visualizing the intellectual structure and evolution of innovation systems research: A bibliometric analysis. Scientometrics, 103(1), 135-158. doi:10.1007/s11192-014-1517-y   DOI
14 Arbesman, M., & Mosley, L. J. (2012). Systematic review of occupation-and activity-based health management and maintenance interventions for community-dwelling older adults. American Journal of Occupational Therapy, 66(3), 277-283. doi:10.5014/ajot.2012.003327   DOI
15 Mayo, N. E., Bronstein, D., Scott, S. C., Finch, L. E., & Miller, S. (2014). Necessary and sufficient causes of participation post-stroke: Practical and philosophical perspectives. Quality of Life Research, 23(1), 39-47. doi:10.1007/s11136-013-0441-6   DOI
16 Niedzwiedz, C. L., Richardson, E. A., Tunstall, H., Shortt, N. K., Mitchell, R. J., & Pearce, J. R. (2016). The relationship between wealth and loneliness among older people acrossEurope: Is social participation protective? Preventive Medicine, 91, 24-31. doi:10.1016/j.ypmed.2016.07.016   DOI
17 박치성, 정지원. (2013). 텍스트 네트워크 분석: 사회적 인식 네트워크(Socio-cognitive network) 분석을 통한 정책이해관계자 간 공유된 의미 파악 사례. 정부학연구, 19(2), 73-108.
18 Amagasa, S., Fukushima, N., Kikuchi, H., Oka, K., Takamiya, T., Odagiri, Y., & Inoue, S. (2017). Types of social participation and psychological distress in Japanese older adults: A five-year cohort study. PloS One, 12(4), 1-12. doi:10.1371/journal.pone.0175392   DOI
19 Andresen, E. M., Tang, J. J., & Barney, K. F. (2006). The importance of occupational therapy contributions to health services research. Occupation, Participation and Health, 26 (3), 108-116. doi:10.1177/153944920602600304   DOI
20 Searle, M. S., Mahon, M. J., Iso-Ahola, S. E., Sdrolias, H. A., & Van Dyck, J. (1998). Examining the long term effects of leisure education on a sense of independence and psychological well-being among the elderly. Journal of Leisure Research, 30(3), 331-340. doi:10.1080/00222216.1998.11949836   DOI
21 Shafique, M. (2013). Thinking inside the box? Intellectual structure of the knowledge base of innovation research (1988-2008). Strategic Management Journal, 34(1), 62-93. doi:10.1002/smj.2002   DOI
22 Yoo, E. Y., Lee. J. S., Lee, J. Y., Park, H. Y., & Yoo, J. E. (2011). Research literature in Korean occupational therapy by using a Journal of Korean Society of Occupational Theray. The Journal of Korean Society of Occupational Therapy, 19(1), 29-41.
23 Yoo, E. Y., Lee, M. J., Kim, S. Y., & Han, S. (2016). The research trends of the Journal of Korean Society of Occupation al Therapy: From 2011 to 2015. The Journal of Korean Society of Occupational Therapy, 24(4), 149-160. doi:10.14519/jksot.2016.24.4.11   DOI
24 Zhu, W., & Guan, J. (2013). A bibliometric study of service innovation research: Based on complex network analysis. Scientometrics, 94(3), 1195-1216. doi:10.1007/s11192-012-0888-1   DOI
25 Clark, F., Jackson, J., Carlson, M., Chou, C. P., Cherry, B. J., Jordan-Marsh, M., ... Wilcox, R. R. (2012). Effectiveness of a lifestyle intervention in promoting the well-being of independently living older people: Results of the well elderly 2 randomised controlled trial. Journal of Epidemiol Community Health, 66(9), 782-790. doi:10.1136/jech.2009.099754   DOI
26 Berger, S., Escher, A., Mengle, E., & Sullivan, N. (2018). Effectiveness of health promotion, management, and maintenance interventions within the scope of occupational therapy for community-dwelling older adults: A systematic review. American Journal of Occupational Therapy, 72(4), 1-10.doi:10.5014/ajot.2018.030346   DOI
27 Bogers, M., Afuah, A., & Bastian, B. (2010). Users as innovators: A review, critique, and future research directions. Journal of Management, 36(4), 857-875. doi:10.1177/0149206309353944   DOI
28 Bourassa, K. J., Memel, M., Woolverton, C., & Sbarra, D. A. (2017). Social participation predicts cognitive functioning in aging adults over time: Comparisons with physical health, depression, and physical activity. Aging & Mental Health, 21(2), 133-146. doi:10.1080/13607863.2015.1081152   DOI
29 Cho, S. G., & Kim, S. B. (2012). Finding meaningful pattern of key words in IIE transactions using text mining. Journal of Korean Institute of Industrial Engineers, 38(1), 67-73. doi:10.7232/JKIIE.2012.38.1.067   DOI
30 Choi, S. H., & Lee, J. Y. (2012). Usability analysis of structured abstracts in journal articles for document clustering. Journal of the Korean Society for Information Management, 29(1), 331-349.   DOI
31 Diesner, J., & Carley, K. M. (2004). Using network text analysis to detect the organizational structure of covert networks. Retrieved from http://www.casos.cs.cmu.edu/publications/protected/2000-2004/2003-2004/diesner_2004_usingnetwork.pdf
32 Gitlin, L. N., Winter, L., Dennis, M. P., Hodgson, N., & Hauck, W. W. (2010). A biobehavioral home-based intervention and the well-being of patients with dementia and their caregivers: The COPE randomized trial. Journal of the American Medical Association, 304(9), 983-991. doi:10.1001/jama.2010.1253   DOI
33 Gitlin, L. N., Winter, L., Burke, J., Chernett, N., Dennis, M. P., & Hauck, W. W. (2008). Tailored activities to manage neuropsychiatric behaviors in persons with dementia and reduce caregiver burden: A randomized pilot study. The American Journal of Geriatric Psychiatry, 16(3), 229-239. doi:10.1097/01.JGP.0000300629.35408.94   DOI