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Nam Jun Kang 1 Article
An Analysis of Cancer Survival Narratives Using Computerized Text Analysis Program
Dal Sook Kim, Ah Hyun Park, Nam Jun Kang
J Korean Acad Nurs 2014;44(3):328-338.   Published online June 30, 2014
DOI: https://doi.org/10.4040/jkan.2014.44.3.328
AbstractAbstract PDF
Purpose

This study was done to explore experiences of persons living through the periods of cancer diagnosis, treatment, and self-care.

Methods

With permission, texts of 29 cancer survival narratives (8 men and 21 women, winners in contests sponsored by two institutes), were analyzed using Kang's Korean-Computerized-Text-Analysis-Program where the commonly used Korean-Morphological-Analyzer and the 21st-century-Sejong-Modern-Korean-Corpora representing laymen's Korean-language-use are connected. Experiences were explored based on words included in 100 highly-used-morphemes. For interpretation, we used 'categorizing words by meaning', 'comparing use-rate by periods and to the 21st-century-Sejong-Modern-Korean-Corpora', and highly-used-morphemes that appeared only in a specific period.

Results

The most highly-used-word-morpheme was first-person-pronouns followed by, diagnosis·treatment-related-words, mind-expression-words, cancer, persons-in-meaningful-interaction, living and eating, information-related-verbs, emotion-expression-words, with 240 to 0.8 times for layman use-rate. 'Diagnosis-process', 'cancer-thought', 'things-to-come-after-diagnosis', 'physician·husband', 'result-related-information', 'meaningful-things before diagnosis-period', and 'locus-of-cause' dominated the life of the diagnosis-period. 'Treatment', 'unreliable-body', 'husband · people · mother · physician', 'treatment-related-uncertainty', 'hard-time', and 'waiting-time represented experiences in the treatment-period. Themes of living in the self-care-period were complex and included 'living-as-a-human', 'self-managing-of-diseased-body', 'positive-emotion', and 'connecting past · present · future'.

Conclusion

The results show that the experience of living for persons with cancer is influenced by each period's own situational-characteristics. Experiences of the diagnosis and treatment-period are negative disease-oriented while that of the self-care period is positive present-oriented.

Citations

Citations to this article as recorded by  
  • Factors to improve distress and fatigue in Cancer survivorship; further understanding through text analysis of interviews by machine learning
    Kyungmi Yang, Jina Kim, Mison Chun, Mi Sun Ahn, Eunae Chon, Jinju Park, Mijin Jung
    BMC Cancer.2021;[Epub]     CrossRef
  • The Workplace Experiences of Breast Cancer Survivors: A Survey of an Online Community
    Ka Ryeong Bae, Sun Young Kwon
    Asian Oncology Nursing.2016; 16(4): 208.     CrossRef
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