Self-esteem is one of the four main predictors of suicidal behavior in students | Discoveries of AI algorithms



(Photo: Screenshot from official Pexels website) Self-esteem is one of the top four predictors of suicidal behavior in college students | Discoveries of AI algorithms

Is there a way to predict suicide risk in college students? Researchers from Montreal and France note that self-esteem is a very important predictor of potential suicide risk. The team from McGill University, the University of Montreal, Inserm and the University of Bordeaux tried to use artificial intelligence to identify certain factors that could accurately predict the potential suicidal behaviors among students.

Early suicidal behaviors

According to MedicalExpress, a Ph.D. A candidate at the University of Bordeaux, lead author Mélissa Macalli noted that suicide is actually the second leading cause of death between the ages of 15 and 24. Early detection of certain suicidal behaviors and thoughts is particularly key to providing the appropriate treatment.

McGill also reported that it was published in Scientific Reports, their analysis is said to be based on data collected from more than 5,000 university students in France who were followed for at least a year between 2013 and 2019. The study would have showed that of the 70 potential predictors, four detect about 80% of their suicidal behaviors during follow-up.

Four predictors of suicidal behavior

The four predictors would have been anxiety, suicidal thoughts, depressive symptoms and self-esteem. AI would identify the main predictors of suicidal behavior. Through the use of machine learning, the researchers were able to simultaneously analyze the many factors associated with suicidal risk and even rank them according to their importance in predicting potential suicidal behaviors.

Factors would include socio-demographics, substance use, lifestyle, childhood trauma, and even a personal and family history of suicidal behaviors. A postdoctoral fellow at McGill University with the McGill Group for Suicide Studies and at the University of Bordeaux, co-author Massimiliano Orri has issued a statement on the subject.

Increased risk in university students

It has been noted that there are many known factors that can potentially contribute to the increased risk in university students. These include the transition from high school to college, academic pressures, psychosocial stress, and even adjusting to a whole new environment.

Orri noted that these are real risks that have only been exacerbated by the health crisis triggered by the current COVID-19 pandemic. It was also noted that there is still no clear evidence of an increase in suicide rates during the COVID-19 pandemic. However, suicide rates in Japan have been found to have decreased during the COVID-19 pandemic.

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The students would have answered two surveys. The first was completed at the time of study enrollment and the other was completed one year later. This would provide researchers with essential information about their health, drug and even alcohol use, medical and psychiatric history, and ultimately their psychological state.

This particular follow-up survey reportedly revealed that approximately 17% of participating students, both 17.4% female and 16.8% male, exhibited suicidal behaviors in the past year. elapsed between the two questionnaires. In other news, a father blamed the lockdown for his 12-year-old son’s suicide.

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This article belongs to Tech Times

Written by Urian B.

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