Literature DB >> 24698727

Temporal and computerized psycholinguistic analysis of the blog of a Chinese adolescent suicide.

Tim M H Li1, Michael Chau2, Paul S F Yip1, Paul W C Wong1.   

Abstract

BACKGROUND: Text analysis of personal documents provides insight into the cognition of those who complete suicide. Many personal documents are digitalized and easily found on the Internet, which can be used to advance suicide research. AIMS: (1) To examine the temporal relationships between posting intensity and language use to sketch the suicidal process of a young man on the basis of his blog entries. (2) To investigate whether digitalized personal documents and paper documents of suicide cases have similar or different language patterns.
METHOD: Firstly, 193 blog entries of a 13-year-old boy posted during the year prior to his suicide were analyzed using the Chinese Linguistic Inquiry and Word Count (CLIWC) program. The temporal relationships between posting intensity and language use were illustrated by time series visualization. Secondly, the findings of this case study were compared with previous case studies from a systematic search of three Ovid databases.
RESULTS: Posting frequency and language use in the blog helped sketch the suicidal process of the young boy. In this case study, the ratio of positive to negative emotion words was associated with the posting trend. Progressive self-referencing appeared to be a primary predictive sign of suicide. However, the comparison did not show other clearly consistent patterns.
CONCLUSION: Digitalized personal documents, when interpreted with other information of the individual, provide insight into the suicidal process of completed suicides. This study extends the findings of psycholinguistic analyses of suicides to the Chinese social context and online document form.

Entities:  

Keywords:  Chinese; blogs; language use; posting intensity; suicidal process

Mesh:

Year:  2014        PMID: 24698727     DOI: 10.1027/0227-5910/a000248

Source DB:  PubMed          Journal:  Crisis        ISSN: 0227-5910


  12 in total

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2.  Suicide Communication on Social Media and Its Psychological Mechanisms: An Examination of Chinese Microblog Users.

Authors:  Qijin Cheng; Chi Leung Kwok; Tingshao Zhu; Li Guan; Paul S F Yip
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Review 3.  E-health interventions for suicide prevention.

Authors:  Helen Christensen; Philip J Batterham; Bridianne O'Dea
Journal:  Int J Environ Res Public Health       Date:  2014-08-12       Impact factor: 3.390

4.  Creating a Chinese suicide dictionary for identifying suicide risk on social media.

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6.  Emotion computing using Word Mover's Distance features based on Ren_CECps.

Authors:  Fuji Ren; Ning Liu
Journal:  PLoS One       Date:  2018-04-06       Impact factor: 3.240

7.  Assessing Suicide Risk and Emotional Distress in Chinese Social Media: A Text Mining and Machine Learning Study.

Authors:  Qijin Cheng; Tim Mh Li; Chi-Leung Kwok; Tingshao Zhu; Paul Sf Yip
Journal:  J Med Internet Res       Date:  2017-07-10       Impact factor: 5.428

8.  Exploring Behavior of People with Suicidal Ideation in a Chinese Online Suicidal Community.

Authors:  Zheng Wang; Guang Yu; Xianyun Tian
Journal:  Int J Environ Res Public Health       Date:  2018-12-26       Impact factor: 3.390

9.  Identifying Chinese Microblog Users With High Suicide Probability Using Internet-Based Profile and Linguistic Features: Classification Model.

Authors:  Li Guan; Bibo Hao; Qijin Cheng; Paul Sf Yip; Tingshao Zhu
Journal:  JMIR Ment Health       Date:  2015-05-12

10.  Engagement of vulnerable youths using internet platforms.

Authors:  Melissa Chan; Tim M H Li; Yik Wa Law; Paul W C Wong; Michael Chau; Cecilia Cheng; King Wa Fu; John Bacon-Shone; Qijin Emily Cheng; Paul S F Yip
Journal:  PLoS One       Date:  2017-12-20       Impact factor: 3.240

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