scholarly journals Seeing the invisible: Extracting signs of depression and suicidal ideation from college students’ writing using LIWC a computerized text analysis

2020 ◽  
Vol 9 (4) ◽  
Author(s):  
Robinson Z., III Lumontod
Keyword(s):  
College Students ◽  
Suicidal Ideation ◽  
Text Analysis ◽  
Computerized Text Analysis ◽  
The Invisible

Relationship of Self-Compassion, Hope, and Emotional Control to Perceived Burdensomeness, Thwarted Belongingness, and Suicidal Ideation

Crisis ◽  
2020 ◽  
pp. 1-7
Author(s):  
Laura R. Umphrey ◽  
John C. Sherblom ◽  
Paulina Swiatkowski
Keyword(s):  
College Students ◽  
Suicidal Ideation ◽  
Emotional Control ◽  
Thwarted Belongingness ◽  
Perceived Burdensomeness ◽  
Cross Sectional ◽  
Self Compassion ◽  
Positive Feelings ◽  
Cross Sectional Design ◽  
Relationship Of

Abstract. Background: Cultivating positive feelings of self in relationships with others can affect perceptions of belongingness and burdensomeness. Aims: The present study examines the relationships of self-compassion, hope, and emotional control to thwarted belongingness, perceived burdensomeness, and suicidal ideation. Method: Participants were 481 college students who completed scales measuring self-compassion, hope, emotional control, thwarted belongingness, perceived burdensomeness, and suicidal ideation. Results: Correlation and parallel mediation analysis results show relationships between self-compassion, hope, and emotional control with perceived burdensomeness, thwarted belongingness, and suicidal ideation. Limitations: The study is limited by its cross-sectional design, sample demographics, and inability to distinguish between individuals with suicidal ideation and those who attempt suicide. Conclusion: The results show that the relationships of self-compassion, hope, and emotional control to perceived burdensomeness, thwarted belongingness, and suicidal ideation are worth further investigation.

Using computerized text analysis to examine associations between linguistic features and clients’ distress during psychotherapy.

2020 ◽  
Author(s):  
Natalie Shapira ◽  
Gal Lazarus ◽  
Yoav Goldberg ◽  
Eva Gilboa-Schechtman ◽  
Rivka Tuval-Mashiach ◽  
...  
Keyword(s):  
Text Analysis ◽  
Linguistic Features ◽  
Computerized Text Analysis

Sharing One's Story: On the Benefits of Writing or Talking About Emotional Experience

2009 ◽  
pp. 620-632 ◽  
Author(s):  
Kate G. Niederhoffer ◽  
James W. Pennebaker
Keyword(s):  
Text Analysis ◽  
Emotional Experience ◽  
Rapid Development ◽  
Emotional Valence ◽  
Social Orientation ◽  
Function Words ◽  
Writing Paradigm ◽  
Emotional Events ◽  
Historical Antecedents ◽  
Computerized Text Analysis

Over two decades of research devoted to the writing paradigm has resulted in substantial findings that translating emotional events into words leads to profound social, psychological, and neural changes. How and why would constructing stories about important personal events be so beneficial? The chapter describes the writing paradigm used in this research, offering an overview of the research findings and examination of its historical antecedents. While the precise mechanisms through which a narrative heals are still unrealized, we review three underlying processes that might explain its power: emotional inhibition, cognitive processes, and linguistic processes that echo changes in social orientation. Most recently, advances in computerized text analysis, in addition to the rapid development of the Internet, have afforded a new lens on the psychological transformations achieved through the writing paradigm. Linguistic Inquiry and Word Count (LIWC) is one such computerized text analysis program that captures style and content words. Originally created to better understand the language of emotional upheaval and recovery, with a focus on content and emotional valence, more recent research has focused on subtle stylistic differences in function words such as pronouns, articles, and prepositions. These “junk words” have proven to be reliable markers of demographics, biological activity, depression, life stressors, deception, and status. The chapter briefly reviews recent LIWC-based research regarding the often-overlooked stylistic components of sharing one's story.

scholarly journals Prevalence and demographic, substance use, and mental health correlates of fasting among U.S. college students

2021 ◽  
Vol 9 (1) ◽  
Author(s):  
Kyle T. Ganson ◽  
Rachel F. Rodgers ◽  
Stuart B. Murray ◽  
Jason M. Nagata
Keyword(s):  
Mental Health ◽  
College Students ◽  
Substance Use ◽  
Eating Disorder ◽  
Suicidal Ideation ◽  
Drug Use ◽  
Illicit Drug ◽  
Men And Women ◽  
The Past ◽  
Self Injury

Abstract Background Fasting is an unhealthy behavior that has been frequently used as part of weight loss attempts. To date, little research has been conducted to determine the prevalence and substance use and mental health correlates of fasting among college students. Therefore, the aim of this study was to estimate the prevalence and associations between any (≥ 1 time) and regular (≥ 13 times) occurrences of fasting in the past 4 weeks and substance use and mental health correlates among a large sample of college students from 2016 to 2020. Methods Data from four academic survey years (2016–2020; N = 8255) of the national (USA) Healthy Minds Study were analyzed. Unadjusted prevalence of any and regular fasting by survey year and gender was estimated. Multiple logistic regression analyses were conducted to estimate the associations between any and regular fasting and the demographic (age, body mass index, race/ethnicity, sexual orientation, highest parental education), substance use (cigarette use, marijuana use, other illicit drug use, alcohol use), and mental health (depression, anxiety, eating disorder symptoms, suicidal ideation, non-suicidal self-injury) correlates. Results Any fasting in the past 4 weeks was common among both men (14.77%) and women (18.12%) and significantly increased from 2016 (10.30%) to 2020 (19.81%) only among men. Regular fasting significantly increased among both men and women from 2016 (men: 1.46%; women: 1.79%) to 2020 (men: 3.53%; women: 6.19%). Among men and women, both any and regular fasting in the past 4 weeks were associated with higher odds of all mental health symptoms, including a positive depression, anxiety, and eating disorder screen, suicidal ideation, and non-suicidal self-injury. Among women, but not men, any and regular fasting in the past 4 weeks were associated with higher odds of marijuana use and other illicit drug use (e.g., cocaine, ecstasy). Conclusions The results from this study underscore both the high and increasing prevalence of fasting among a national sample of college students, as well as the substance use and mental health symptoms associated with this behavior. Healthcare professionals both on and off campus should consider screening for fasting behaviors among college students and provide appropriate intervention when needed.

P.2.a.032 Sleep disturbance and suicidal ideation among college students

2007 ◽  
Vol 17 ◽  
pp. S330
Author(s):  
S. Sonawalla ◽  
A. Farabaugh ◽  
A. Yeung ◽  
D. Mischoulon ◽  
J. Alpert ◽  
...  
Keyword(s):  
College Students ◽  
Suicidal Ideation ◽  
Sleep Disturbance
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