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Psychiatry on Twitter: Content Analysis of the Use of Psychiatric Terms in French
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In: ISSN: 2561-326X ; JMIR Formative Research ; https://hal.archives-ouvertes.fr/hal-03614832 ; JMIR Formative Research, JMIR Publications 2022, 6 (2), pp.e18539. ⟨10.2196/18539⟩ ; https://formative.jmir.org/2022/2/e18539 (2022)
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The prevalence of depression among physician assistant students in comparison to medical students
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Providing a parent-administered outcome measure in a bilingual family of a father and a mother of two adolescents with ASD: brief report.
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In: Developmental neurorehabilitation, vol 25, iss 2 (2022)
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Psychological Well-Being of Left-Behind Children in China: Text Mining of the Social Media Website Zhihu.
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In: International journal of environmental research and public health, vol 19, iss 4 (2022)
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Abstract:
China's migrant population has significantly contributed to its economic growth; however, the impact on the well-being of left-behind children (LBC) has become a serious public health problem. Text mining is an effective tool for identifying people's mental state, and is therefore beneficial in exploring the psychological mindset of LBC. Traditional data collection methods, which use questionnaires and standardized scales, are limited by their sample sizes. In this study, we created a computational application to quantitively collect personal narrative texts posted by LBC on Zhihu, which is a Chinese question-and-answer online community website; 1475 personal narrative texts posted by LBC were gathered. We used four types of words, i.e., first-person singular pronouns, negative words, past tense verbs, and death-related words, all of which have been associated with depression and suicidal ideations in the Chinese Linguistic Inquiry Word Count (CLIWC) dictionary. We conducted vocabulary statistics on the personal narrative texts of LBC, and bilateral t-tests, with a control group, to analyze the psychological well-being of LBC. The results showed that the proportion of words related to depression and suicidal ideations in the texts of LBC was significantly higher than in the control group. The differences, with respect to the four word types (i.e., first-person singular pronouns, negative words, past tense verbs, and death-related words), were 5.37, 2.99, 2.65, and 2.00 times, respectively, suggesting that LBC are at a higher risk of depression and suicide than their counterparts. By sorting the texts of LBC, this research also found that child neglect is a main contributing factor to psychological difficulties of LBC. Furthermore, mental health problems and the risk of suicide in vulnerable groups, such as LBC, is a global public health issue, as well as an important research topic in the era of digital public health. Through a linguistic analysis, the results of this study confirmed that the experiences of left-behind children negatively impact their mental health. The present findings suggest that it is vital for the public and nonprofit sectors to establish online suicide prevention and intervention systems to improve the well-being of LBC through digital technology.
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Keyword:
Behavioral and Social Science; Clinical Research; Depression; left-behind children; linguistic analysis; Mental Health; personal narrative text; Prevention; psychological well-being; Suicide; text mining; textual analysis; Toxicology
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URL: https://escholarship.org/uc/item/74g2z1q0
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| 5 |
Computational Models in Electroencephalography.
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In: Brain topography, vol 35, iss 1 (2022)
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Hippocampal ensembles represent sequential relationships among an extended sequence of nonspatial events.
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In: Nature communications, vol 13, iss 1 (2022)
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A Journey to Finding Space in the Tension: Experience of Instructors' Relationship with Religion and Spirituality in Doctoral Psychology Programs
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In: Antioch University Full-Text Dissertations & Theses (2022)
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Molecular brain (micro report) oxytocin ameliorates impaired social behavior in a mouse model of 3q29 deletion syndrome ...
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Moderators and predictors in a parent hearing aid management eHealth program ...
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| 10 |
Molecular brain (micro report) oxytocin ameliorates impaired social behavior in a mouse model of 3q29 deletion syndrome ...
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Moderators and predictors in a parent hearing aid management eHealth program ...
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Assessing the Relationship Between Adverse Childhood Experiences and Academic Performance: A Systematic Review ...
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| 13 |
Investigating the Folk Concept of Pain: Implication & Projection ...
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| 15 |
A comparison of online and face-to-face Dialectical Behaviour Therapy: A parallel group randomized trial and pragmatic evaluation ...
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Additional file 2 of Overcoming the language barrier: a novel curriculum for training medical students as volunteer medical interpreters ...
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Additional file 2 of Overcoming the language barrier: a novel curriculum for training medical students as volunteer medical interpreters ...
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Additional file 3 of Overcoming the language barrier: a novel curriculum for training medical students as volunteer medical interpreters ...
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Proportionate translation of study materials and measures in a multinational global health trial: methodology development and implementation ...
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Additional file 5 of Overcoming the language barrier: a novel curriculum for training medical students as volunteer medical interpreters ...
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