Journal of Korean Academy of Nursing (대한간호학회지)

Korean Society of Nursing Science (한국간호과학회)
권호 표지
DOI QR코드

DOI QR Code

A Study on the Knowledge Structure of Cancer Survivors based on Social Network Analysis

네트워크 분석을 통한 암 생존자 지식구조 연구

  • 권선영 (성균관대학교 정보관리연구소) ;
  • 배가령 (연세대학교 간호대학)
  • Received : 2015.06.10
  • Accepted : 2015.10.09
  • Published : 2016.02.29
Download PDF
⟨ Previous Next ⟩

Abstract

Purpose: The purpose of this study was to identify the knowledge structure of cancer survivors. Methods: For data, 1099 articles were collected, with 365 keywords as a Noun phrase extracted from the articles and standardized for analyzing. Co-occurrence matrix were generated via a cosine similarity measure, and then the network analysis and visualization using PFNet and NodeXL were applied to visualize intellectual interchanges among keywords. Results: According to the result of the content analysis and the cluster analysis of author keywords from cancer survivors articles, keywords such as 'quality of life', 'breast neoplasms', 'cancer survivors', 'neoplasms', 'exercise' had a high degree centrality. The 9 most important research topics concerning cancer survivors were 'cancer-related symptoms and nursing', 'cancer treatment-related issues', 'late effects', 'psychosocial issues', 'healthy living managements', 'social supports', 'palliative cares', 'research methodology', and 'research participants'. Conclusion: Through this study, the knowledge structure of cancer survivors was identified. The 9 topics identified in this study can provide useful research direction for the development of nursing in cancer survivor research areas. The Network analysis used in this study will be useful for identifying the knowledge structure and identifying general views and current cancer survivor research trends.

Keywords

References

  1. Jung KW, Won YJ, Kong HJ, Oh CM, Cho H, Lee DH, et al. Cancer statistics in Korea: Incidence, mortality, survival, and prevalence in 2012. Cancer Research and Treatment. 2015;47(2):127-141. http://dx.doi.org/10.4143/crt.2015.060
  2. Seo HG, Park JH. Cancer survivorship. Goyang: National Cancer Center; 2013.
  3. Lee JE, Shin DW, Cho BL. The current status of cancer survivorship care and a consideration of appropriate care model in Korea. Korean Journal of Clinical Oncology. 2014;10(2):58-62. http://dx.doi.org/10.14216/kjco.14012
  4. Kim SH. Understanding cancer survivorship and its new perspectives. Journal of Korean Oncology Nursing. 2010;10(1):19-29.
  5. Molassiotis A, Gibson F, Kelly D, Richardson A, Dabbour R, Ahmad AM, et al. A systematic review of worldwide cancer nursing research: 1994 to 2003. Cancer Nursing. 2006;29(6):431-440. http://dx.doi.org/10.1016/j.ejca.2007.10.020
  6. Lopez-Illescas C, de Moya-Anego n F, Moed HF. The actual citation impact of European oncological research. European Journal of Cancer. 2008;44(2):228-236. http://dx.doi.org/10.1016/j.ejca.2007.10.020
  7. Lim SO, Hong EY. An integrative review and meta-analysis of oncology nursing research: 1985-1997.2. The Journal of Nurses Academic Society. 1997;27(4):857-870. https://doi.org/10.4040/jnas.1997.27.4.857
  8. Choi SH, Nam YH, Ryu EJ, Baek MW, Suh DH, Suh SR, et al. An integrative review of oncology nursing research: 1980-1998. Journal of Korean Academy of Nursing. 1998;28(3):786-800. https://doi.org/10.4040/jkan.1998.28.3.786
  9. Oh PJ. An integrative review of oncology nursing research In Korea: 1998-2003. Journal of Korean Oncology Nursing. 2003;3(2):112-121.
  10. Oh PJ. An integrative review of oncology nursing research in Korea: 2003-2008. Journal of Korean Oncology Nursing. 2010;10(1):80-87.
  11. Lee EH, Park HB, Kim MW, Kang S, Lee HJ, Lee WH, et al. Analyses of the studies on cancer-related quality of life published in Korea. The Journal of the Korean Society for Therapeutic Radiology and Oncology. 2002;20(4):359-366.
  12. Hong MS, Yom YH, Kim GM. The analysis of trends and contents of nursing intervention research for cancer patients in Korea. Asian Oncology Nursing. 2012;12(4):247-256. http://dx.doi.org/10.5388/aon.2012.12.4.247
  13. Sohn SK, Han YI, Kim KH, Youn SJ. Analysis of cancer nursing research in digestive system in Korea. Journal of Korean Oncology Nursing. 2005;5(1):52-62.
  14. Choi KS, Kim MS, Lee IJ, Han SY, Park JA, Lee J. Analysis of nursing intervention studies on patients with breast cancer in Korea. Journal of Korean Oncology Nursing. 2011;11(1):74-82. http://dx.doi.org/10.5388/jkon.2011.11.1.74
  15. Kim H, Ban JY, Yoon JY, Na YH, Jeon JY, Yeo SM, et al. Analysis of research on the nursing of hematology in Korea. Journal of Korean Oncology Nursing. 2010;10(2):146-155. http://dx.doi.org/10.5388/jkon.2010.10.2.146
  16. Small H. Visualizing science by citation mapping. Journal of the American Society for Information Science. 1999;50(9):799-813. http://dx.doi.org/10.1002/(sici)1097-4571(1999)50:9<799::aidasi9>3.3.co;2-7
  17. He Q. Knowledge discovery through co-word analysis. Library Trends. 1999;48(1):133-159.
  18. Kwon SY. A study on the factors influencing semantic relation in building a structured glossary. Journal of the Korean Society for Library and Information Science. 2014;48(2):353-378. http://dx.doi.org/10.4275/kslis.2014.48.2.353
  19. Sohn DK. General and analysis of the research network for colorectal neoplasms [dissertation]. Cheongju: Chungbuk National University; 2011.
  20. Jang HL, Kang GW, Lee EJ, Kim SR, Lee YS. Analysis of research subject network in the field of oncogene. Journal of Korea Technology Innovation Society. 2012;15(2):369-399.
  21. Lee HS. The social network analysis for research of the cancer patients' health-related quality of life [dissertation]. Seoul: Chung-Ang University; 2014.
  22. Chung BY, Yi MS, Choi EH. Trends of nursing research in the journal of oncology nursing. Journal of Korean Oncology Nursing. 2008;8(1):61-66.
  23. Kim SJ, Kim KB, Yi MS, Lee KJ, Ahn YH, Kim HS, et al. The trends of nursing research in the journals of seven branches of the Korean academy of nursing. Journal of Korean Academy of Nursing. 2002;32(1):114-130. https://doi.org/10.4040/jkan.2002.32.1.114
  24. Bae YM, Kim YA, Hong SH, Koo JH, Yun YH. Public attitudes toward development of national program for cancer survivorship. Korean Journal of Hospice and Palliative Care. 2011;14(4):218-226.
  25. Korean Breast Cancer Society. Breast cancer facts & figures 2014. Seoul: Author; 2014.
  26. Byun HS, Park HJ, Kim JY. A conceptual analysis of cancer survivorship. Asian Oncology Nursing. 2012;12(3):237-245. http://dx.doi.org/10.5388/aon.2012.12.3.237
  27. Hahm BJ, Shim EJ, Kim HK, Kim JH. History and current status of psycho-oncology. Journal of Korean Neuropsychiatric Association. 2007;46(5):413-420.
  28. Jacobsen PB, Jim HS. Psychosocial interventions for anxiety and depression in adult cancer patients: Achievements and challenges. CA: A Cancer Journal for Clinicians. 2008;58(4):214-230. http://dx.doi.org/10.3322/ca.2008.0003
  29. Lee IJ. A systematic review of posttraumatic growth in cancer. Social Work Practice & Research. 2009;6:81-113.

Cited by

  1. 간호행정학회지 게재논문의 연구동향 분석(2013~2015년): 텍스트 네트워크 분석의 적용 vol.23, pp.1, 2016, https://doi.org/10.11111/jkana.2017.23.1.101
  2. 텍스트네트워크분석을 활용한 국내·외 호스피스 간호 연구 주제의 비교 분석 vol.47, pp.5, 2016, https://doi.org/10.4040/jkan.2017.47.5.600
  3. Social Network Analysis on Mapping the Knowledge Structure of Dementia Research vol.19, pp.2, 2016, https://doi.org/10.17079/jkgn.2017.19.2.69
  4. Exploring the Knowledge Structure of Nursing Care for Older Patients With Delirium : Keyword Network Analysis vol.36, pp.5, 2016, https://doi.org/10.1097/cin.0000000000000424
  5. Analyzing Knowledge Structure of Defense Area using Keyword Network Analysis vol.23, pp.10, 2016, https://doi.org/10.9708/jksci.2018.23.10.173
  6. 간호학 학술논문의 주제 분석을 위한 텍스트네크워크분석방법 활용 vol.16, pp.1, 2019, https://doi.org/10.16952/pns.2019.16.1.12
  7. 텍스트네트워크분석을 적용한 통증관리 간호연구의 지식구조 vol.49, pp.5, 2016, https://doi.org/10.4040/jkan.2019.49.5.538
  8. Knowledge Structure of Nursing Studies on Heart Failure Patients in South Korea through Text Network Analysis vol.32, pp.4, 2016, https://doi.org/10.7475/kjan.2020.32.4.409
  9. Semantic Network Analysis of Iussues Related to Mental Illness in Korea Media: Focusing on the Five Major Media from 2016 to 2018 vol.59, pp.1, 2020, https://doi.org/10.4306/jknpa.2020.59.1.72
  10. 암 생존자의 일상생활 복귀 경험 vol.21, pp.5, 2016, https://doi.org/10.5762/kais.2020.21.5.327
  11. Identification of the Knowledge Structure of Cancer Survivors’ Return to Work and Quality of Life: A Text Network Analysis vol.17, pp.24, 2020, https://doi.org/10.3390/ijerph17249368
  12. A Network Analysis of Research Topics and Trends in End-of-Life Care and Nursing vol.18, pp.1, 2021, https://doi.org/10.3390/ijerph18010313
  13. An Identification of the Knowledge Structure on the Resilience of Caregivers of People with Dementia using a Text Network Analysis vol.23, pp.1, 2021, https://doi.org/10.17079/jkgn.2021.23.1.66