Rosa Paola Figuerola-Escoto, Amalia Guadalupe Gómez-Cotero, Manuel Alejandro García-Martínez, Susana López-Rosas
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The objective of this study was to identify distinct profiles of suicidal ideation in medical students and to determine the variables that predict elevated levels of suicidal ideation.</div></div><div><h3>Material and methods</h3><div>A total of 440 medical students participated, completing a sociodemographic questionnaire, the University Student Burnout Scale, the Beck Depression and Anxiety Inventories, the Beck Scale for Suicide Ideation, and the ASSIST v3.0 substance use screening test.</div></div><div><h3>Results</h3><div>Multiple Correspondence Analysis identified four profiles: 1) no-risk participants; 2) low-risk participants, comprised primarily of men with low suicidal ideation, minimal levels of anxiety and depression, and low substance use; 3) medium-risk participants, comprised primarily of women with moderate suicidal ideation, moderate to severe anxiety, and moderate to severe depression; and 4) high-risk participants with severe suicidal ideation, elevated academic burnout, and high levels of substance use. Logistic Regression indicated that younger age, higher levels of anxiety and depression, and higher risk of tranquilizer use predict elevated levels of suicidal ideation.</div></div><div><h3>Conclusion</h3><div>The results demonstrate the need to implement specific interventions targeted at each identified profile, paying special attention to the variables that predict the presence of elevated suicidal ideation.</div></div>","PeriodicalId":35317,"journal":{"name":"Educacion Medica","volume":"26 6","pages":"Article 101105"},"PeriodicalIF":0.0000,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Ideación suicida y variables asociadas en estudiantes universitarios de Medicina: un análisis de correspondencias múltiples\",\"authors\":\"Rosa Paola Figuerola-Escoto, Amalia Guadalupe Gómez-Cotero, Manuel Alejandro García-Martínez, Susana López-Rosas\",\"doi\":\"10.1016/j.edumed.2025.101105\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Introduction</h3><div>The suicide rate among medical students is higher than in the general population and has been associated with discrimination from superiors, depression, anxiety, burnout, and substance use. The objective of this study was to identify distinct profiles of suicidal ideation in medical students and to determine the variables that predict elevated levels of suicidal ideation.</div></div><div><h3>Material and methods</h3><div>A total of 440 medical students participated, completing a sociodemographic questionnaire, the University Student Burnout Scale, the Beck Depression and Anxiety Inventories, the Beck Scale for Suicide Ideation, and the ASSIST v3.0 substance use screening test.</div></div><div><h3>Results</h3><div>Multiple Correspondence Analysis identified four profiles: 1) no-risk participants; 2) low-risk participants, comprised primarily of men with low suicidal ideation, minimal levels of anxiety and depression, and low substance use; 3) medium-risk participants, comprised primarily of women with moderate suicidal ideation, moderate to severe anxiety, and moderate to severe depression; and 4) high-risk participants with severe suicidal ideation, elevated academic burnout, and high levels of substance use. Logistic Regression indicated that younger age, higher levels of anxiety and depression, and higher risk of tranquilizer use predict elevated levels of suicidal ideation.</div></div><div><h3>Conclusion</h3><div>The results demonstrate the need to implement specific interventions targeted at each identified profile, paying special attention to the variables that predict the presence of elevated suicidal ideation.</div></div>\",\"PeriodicalId\":35317,\"journal\":{\"name\":\"Educacion Medica\",\"volume\":\"26 6\",\"pages\":\"Article 101105\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-09-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Educacion Medica\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S157518132500083X\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Educacion Medica","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S157518132500083X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Social Sciences","Score":null,"Total":0}
Ideación suicida y variables asociadas en estudiantes universitarios de Medicina: un análisis de correspondencias múltiples
Introduction
The suicide rate among medical students is higher than in the general population and has been associated with discrimination from superiors, depression, anxiety, burnout, and substance use. The objective of this study was to identify distinct profiles of suicidal ideation in medical students and to determine the variables that predict elevated levels of suicidal ideation.
Material and methods
A total of 440 medical students participated, completing a sociodemographic questionnaire, the University Student Burnout Scale, the Beck Depression and Anxiety Inventories, the Beck Scale for Suicide Ideation, and the ASSIST v3.0 substance use screening test.
Results
Multiple Correspondence Analysis identified four profiles: 1) no-risk participants; 2) low-risk participants, comprised primarily of men with low suicidal ideation, minimal levels of anxiety and depression, and low substance use; 3) medium-risk participants, comprised primarily of women with moderate suicidal ideation, moderate to severe anxiety, and moderate to severe depression; and 4) high-risk participants with severe suicidal ideation, elevated academic burnout, and high levels of substance use. Logistic Regression indicated that younger age, higher levels of anxiety and depression, and higher risk of tranquilizer use predict elevated levels of suicidal ideation.
Conclusion
The results demonstrate the need to implement specific interventions targeted at each identified profile, paying special attention to the variables that predict the presence of elevated suicidal ideation.
期刊介绍:
Educación Médica, revista trimestral que se viene publicando desde 1998 es editada desde enero de 2003 por la Fundación Educación Médica. Pretende contribuir a la difusión de los estudios y trabajos que en este campo se están llevando a cabo en todo el mundo, pero de una manera especial en nuestro entorno. Los artículos de Educación Médica tratarán tanto sobre aspectos prácticos de la docencia en su día a día como sobre cuestiones más teóricas de la educación médica. Así mismo, la revista intentará proporcionar análisis y opiniones de expertos de reconocido prestigio internacional.