ABSTRACT
Background: Depression, anxiety, well-being, and suicidality are highly associated during adolescence and greatly predict mental health outcomes during adulthood. This study explored relationships between these variables among students from Mexico City.
Methods: This representative cross-sectional study was carried out in education centers in Mexico City during the 2019–2020 academic year. Using a smartphone app, we implemented validated questionnaires for depression (Patient Health Questionnaire-9), anxiety (Generalized Anxiety Disorder-7), well-being (World Health Organization 5 Well-Being Index), and risk of suicide (Columbia-Suicide Severity Rating Scale). Partial least squares structural equation modeling was performed for the entire sample and after stratifying by gender.
Results: Out of 3,042 students, 1,686 were females; mean age of the sample was 17.3 years. Compared to males, females had higher levels of anxiety, depressive symptoms, and suicidal ideation and lower levels of self-perceived well-being. Structural equation models indicated that depression was the main predictor of the rest of the outcomes in the overall sample. The role of anxiety was heterogeneous across genders and not clearly correlated to suicidal behavior or well-being.
Conclusions: Large-scale mental health screening using an online tool proved feasible, with high response rates. Depression was the most important factor influencing anxiety, suicidal behavior, and well-being in Mexican high school students. The roles of depression and anxiety were heterogeneous across genders.
Trial Registration: ClinicalTrials.gov Identifier: NCT04067076
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References (64)
- World Health Organization (WHO). Adolescent mental health, WHO Fact Sheets. WHO website. https://www.who.int/news-room/fact-sheets/detail/adolescent-mental-health. 2020. Accessed October 13, 2020.
- Patel V. Why adolescent depression is a global health priority and what we should do about it. J Adolesc Health. 2013;52(5):511–512. PubMed CrossRef
- World Health Organization (WHO). Health for the World’s Adolescents: A Second Chance in the Second Decade. WHO website. https://apps.who.int/adolescent/second-decade/. 2014. Accessed February 16, 2020.
- Lyubomirsky S, King L, Diener E. The benefits of frequent positive affect: does happiness lead to success? Psychol Bull. 2005;131(6):803–855. PubMed CrossRef
- Diener E, Scollon CN, Lucas RE. The evolving concept of subjective well-being: the multifaceted nature of happiness. In: Diener E, ed. Assessing Well-Being: The Collected Works of Ed Diener. Springer; 2009;67–100.
- Diener E, Lucas R, Schimmack U, et al. Well-Being for Public Policy. Oxford University Press; 2009.
- Engel GL. The need for a new medical model: a challenge for biomedicine. Science. 1977;196(4286):129–136. PubMed CrossRef
- Cederbaum JA, Gilreath TD, Benbenishty R, et al. Well-being and suicidal ideation of secondary school students from military families. J Adolesc Health. 2014;54(6):672–677. PubMed CrossRef
- Sigfusdottir ID, Kristjansson AL, Thorlindsson T, et al. Stress and adolescent well-being: the need for an interdisciplinary framework. Health Promot Int. 2017;32(6):181–1090. PubMed CrossRef
- McMahon EM, Corcoran P, O’Regan G, et al. Physical activity in European adolescents and associations with anxiety, depression and well-being. Eur Child Adolesc Psychiatry. 2017;26(1):111–122. PubMed CrossRef
- Organisation for Economic Co-operation and Development (OECD). PISA 2015 Results (Volume III): Students Well-Being. OECD Publishing (PISA); 2017.
- Zadow C, Houghton S, Hunter SC, et al. Associations between positive mental wellbeing and depressive symptoms in Australian adolescents. Educational and Developmental Psychologist. 2017;34(2):95–105. CrossRef
- Choi A. Emotional Well-Being of Children and Adolescents: Recent Trends and Relevant Factors. OECD Publishing; 2018;169.
- Kieling C, Baker-Henningham H, Belfer M, et al. Child and adolescent mental health worldwide: evidence for action. Lancet. 2011;378(9801):1515–1525. PubMed CrossRef
- Benjet C, Borges G, Medina-Mora ME, et al. Youth mental health in a populous city of the developing world: results from the Mexican Adolescent Mental Health Survey. J Child Psychol Psychiatry. 2009;50(4):386–395. PubMed CrossRef
- Pérez-Amezcua B, Rivera-Rivera L, Atienzo EE, et al. Prevalence and factors associated with suicidal behavior among Mexican students. Salud Publica Mex. 2010;52(4):324–333. PubMed
- Organisation for Economic Co-operation and Development (OECD). Mexico, OECD Child Well-Being Data Portal Country Factsheet. OECD website. https://www.oecd.org/els/family/CWBDP_Factsheet_MEX.pdf. 2017. Accessed June 28, 2020.
- Góngora VC, Castro Solano A. Well-being and life satisfaction in Argentinean adolescents. J Youth Stud. 2014;17(9):1277–1291. CrossRef
- Peterson C, Park N, Seligman MEP. Orientations to happiness and life satisfaction: the full life versus the empty life. J Happiness Stud. 2005;6(1):25–41. CrossRef
- Peterson C, Ruch W, Beermann U, et al. Strengths of character, orientations to happiness, and life satisfaction. J Posit Psychol. 2007;2(3):149–156. CrossRef
- Henderson L, Knight T. Integrating the hedonic and eudaimonic perspectives to more comprehensively understand wellbeing and pathways to wellbeing. Int J Wellbeing. 2012;2(3):196–221. CrossRef
- Hernandez OLO, D’Urso S, Jenkins JH. Adolescence and global mental health: perceptions of emotional wellbeing in Tijuana, Mexico. NEOS: A Publication of the Anthropology of Children and Youth Interest Group. 2017;9(1):5–7.
- Jenkins JH, Sanchez G, Lidia Olivas-Hernández O. Loneliness, adolescence, and global mental health: soledad and structural violence in Mexico. Transcult Psychiatry. 2020;57(5):673–687. PubMed CrossRef
- Benjet C, Hernandez-Guzman L. Gender differences in psychological well-being of Mexican early adolescents. Adolescence. 2001;36(141):47–65. PubMed
- Palomar-Lever J, Victorio-Estrada A. Determinants of subjective well-being in adolescent children of recipients of the Oportunidades Human Development Program in Mexico. Soc Indic Res. 2014;118(1):103–124. CrossRef
- Lenhart A, Ling R, Campbell S, et al. Teens and Mobile Phones. Pew Research Center website. https://www.pewresearch.org/internet/2010/04/20/teens-and-mobile-phones/. 2010.
- von Elm E, Altman DG, Egger M, et al. Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. BMJ Publishing Group. 2007;335(7624):806–808.
- Barrigón ML, Berrouiguet S, Carballo JJ, et al; MEmind Study Group. User profiles of an electronic mental health tool for ecological momentary assessment: MEmind. Int J Methods Psychiatr Res. 2017;26(1):e1554. PubMed CrossRef
- Gómez-Maqueo EL, Gómez Hernández HL, Rodríguez BM, et al. Uso del AUDIT y el DAST-10 para la identificación de abuso de sustancias psicoactivas y alcohol en adolescentes. Revista Colombiana de Psicología. 2009;18(1):9–17.
- Arrieta J, Aguerrebere M, Raviola G, et al. Validity and utility of the Patient Health Questionnaire (PHQ)-2 and PHQ-9 for screening and diagnosis of depression in rural Chiapas, Mexico: a cross-sectional study. J Clin Psychol. 2017;73(9):1076–1090. PubMed CrossRef
- Barrigón ML, Rico-Romano AM, Ruiz-Gomez M, et al; MEmind Study Group. Comparative study of pencil-and-paper and electronic formats of GHQ-12, WHO-5 and PHQ-9 questionnaires. Rev Psiquiatr Salud Ment. 2017;10(3):160–167. PubMed CrossRef
- Jung JS, Park SJ, Kim EY, et al. Prediction models for high risk of suicide in Korean adolescents using machine learning techniques. PLoS One. 2019;14(6):e0217639. PubMed
- Posner K, Brown GK, Stanley B, et al. The Columbia-Suicide Severity Rating Scale: initial validity and internal consistency findings from three multisite studies with adolescents and adults. Am J Psychiatry. 2011;168(12):1266–1277. PubMed CrossRef
- Mundt JC, Greist JH, Jefferson JW, et al. Prediction of suicidal behavior in clinical research by lifetime suicidal ideation and behavior ascertained by the electronic Columbia-Suicide Severity Rating Scale. J Clin Psychiatry. 2013;74(9):887–893. PubMed CrossRef
- Kroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med. 2001;16(9):606–613. PubMed CrossRef
- Spitzer RL, Kroenke K, Williams JBW, et al. A brief measure for assessing generalized anxiety disorder: the GAD-7. Arch Intern Med. 2006;166(10):1092–1097. PubMed CrossRef
- Plummer F, Manea L, Trepel D, et al. Screening for anxiety disorders with the GAD-7 and GAD-2: a systematic review and diagnostic metaanalysis. Gen Hosp Psychiatry. 2016;39:24–31. PubMed CrossRef
- Hughes AJ, Dunn KM, Chaffee T, et al. Diagnostic and clinical utility of the GAD-2 for screening anxiety symptoms in individuals with multiple sclerosis. Arch Phys Med Rehabil. 2018;99(10):2045–2049. PubMed CrossRef
- Topp CW, Østergaard SD, Søndergaard S, et al. The WHO-5 Well-Being Index: a systematic review of the literature. Psychother Psychosom. 2015;84(3):167–176. PubMed CrossRef
- Brown MW, Cudeck R. 1993. Alternative ways of assessing model fit. Testing structural equation models. 154:136–162.
- Bentler PM. Comparative fit indexes in structural models. Psychol Bull. 1990;107(2):238–246. PubMed CrossRef
- Naragon-Gainey K, Watson D. The anxiety disorders and suicidal ideation: accounting for co-morbidity via underlying personality traits. Psychol Med. 2011;41(7):1437–1447. PubMed CrossRef
- Hair J Jr, Hult GT, Ringle C, et al. A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). SAGE Publications; 2016.
- R Core Team. R: a language and environment for statistical computing. R Foundation for Statistical Computing website. http://www.R-project.org/. 2013
- Ray S, Danks N. SEMinR. R Project website. https://cran.rproject.org/web/packages/seminr/vignettes/SEMinR.html. December 31, 2020.
- Lazarevich I, Delgadillo-Gutiérrez HJ, Mora-Carrasco F, et al. Depresión, autoestima y características de personalidad asociadas al género en estudiantes rurales de México. Altern Psicol. 2013;17(29):44–57. http://pepsic.bvsalud.org/pdf/alpsi/v17n29/n29a04.pdf
- National Institute of Mental Health. Any Anxiety Disorder [Internet]. Mental Health Information. Statistics. NIMH website. https://www.nimh.nih.gov/health/statistics/any-anxiety-disorder. 2017. Cited August 3, 2021.
- Polanczyk GV, Salum GA, Sugaya LS, et al. Annual research review: A meta-analysis of the worldwide prevalence of mental disorders in children and adolescents. J Child Psychol Psychiatry. 2015;56(3):345–365. PubMed CrossRef
- Van Droogenbroeck F, Spruyt B, Keppens G. Gender differences in mental health problems among adolescents and the role of social support: results from the Belgian health interview surveys 2008 and 2013. BMC Psychiatry. 2018;18(1):6. PubMed CrossRef
- Page RM, Saumweber J, Hall PC, et al. Multi-country, cross-national comparison of youth suicide ideation: Findings from Global School-based Health Surveys. Sch Psychol Int. 2013;34(5):540–555. CrossRef
- Valdez-Santiago R, Solórzano EH, Iñiguez MM, et al. Attempted suicide among adolescents in Mexico: prevalence and associated factors at the national level. Inj Prev. 2018;24(4):256–261. PubMed CrossRef
- Cunningham S, Gunn T, Alladin A, et al. Anxiety, depression and hopelessness in adolescents: a structural equation model. J Can Acad Child Adolesc Psychiatry. 2008;17(3):137–144. PubMed
- Iliceto P, Pompili M, Lester D, et al. Relationship between temperament, depression, anxiety, and hopelessness in adolescents: a structural equation model. Depress Res Treat. 2011;2011:160175. PubMed CrossRef
- Allan NP, Norr AM, Boffa JW, et al. Examining the unique relations between anxiety sensitivity factors and suicidal ideation and past suicide attempts. Psychiatry Res. 2015;228(3):441–447. PubMed CrossRef
- Zhang J, Liu X, Fang L. Combined effects of depression and anxiety on suicide: a case-control psychological autopsy study in rural China. Psychiatry Res. 2019;271:370–373. PubMed CrossRef
- Lew B, Huen J, Yu P, et al. Associations between depression, anxiety, stress, hopelessness, subjective well-being, coping styles and suicide in Chinese university students. PLoS One. 2019;14(7):e0217372.
- Baca Garcia E, Aroca F. Factores de riesgo de la conducta suicida asociados a trastornos depresivos y ansiedad. Salud Ment. 2014;37(5):373–380. https://www.redalyc.org/pdf/582/58232671003.pdf CrossRef
- Malhi G, Bell E, Das P, et al. Relating irritability and suicidal ideation using mood and anxiety. Evid Based Ment Health. 2019;22(3):95–99. PubMed CrossRef
- Rucker DD, Preacher KJ, Tormala Z, et al. Mediation analysis in social psychology: current practices and new recommendations. Soc Personal Psychol Compass. 2011;5(6):359–371. CrossRef
- Sung-Man B. The influence of strain due to individual risk factors and social risk factors on depressive symptoms and suicidality-a population-based study in Korean adults: A STROBE-compliant article. Medicine (Baltimore). 2018;97(27):e11358. PubMed CrossRef
- Fergusson DM, McLeod GFH, Horwood LJ, et al. Life satisfaction and mental health problems (18 to 35 years). Psychol Med. 2015;45(11):2427–2436. PubMed CrossRef
- Arenas-Castañeda PE, Aroca Bisquert F, Martinez-Nicolas I, et al. Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey. BMJ Open. 2020;10(7):e035041. PubMed CrossRef
- Statista Research Department. Mexico: smartphone users as share of population 2015–2025, telecommunications. Statista website. https://www.statista.com/statistics/625424/smartphone-user-penetration-in-mexico/. 2019. Accessed October 21, 2020.
- Turecki G, Brent DA. Suicide and suicidal behaviour. Lancet. 2016;387(10024):1227–1239. PubMed CrossRef
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