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Depressive symptoms and alcohol and marijuana use among adolescents

Sintomas Depressivos e Uso de Álcool e Maconha em Adolescentes

Síntomas depresivos y uso de alcohol y marihuana en adolescentes

Abstract

Risk behaviors are common in adolescence and demonstrates an association with depressive symptoms. Considering the psychological health implications of this phase in adult life, the aim of this study was to verify associations between depressive symptoms and consumption of alcohol and marijuana, self-injurious behavior, health self-perception, life satisfaction, anxiety symptoms and suicidal ideation in adolescents. A total of 298 adolescents, aged 12 to 14 years (61.1% girls), participated in the study. The measures were the translated Health Behavior in School-aged Children questionnaire (HBSC - BR) and the Children’s Depression Inventory (CDI). The chi-square test, student’s t test and binomial logistic regression (p<0.05) were used. Depressive symptoms were associated with anxiety symptoms and self-injury. Higher risk for alcohol use and consumption, self-injury, negative health self-perception, anxiety and depression related to females. The findings of this population suggest worrying health outcomes, especially for girl.

Keywords:
risk behavior; adolescence; depression; suicidal ideation; nonsuicidal self injury

Resumo

Comportamentos de risco são comuns na adolescência e demonstram associação com sintomas depressivos. Considerando as implicações da saúde psicológica dessa fase na vida adulta, o objetivo deste trabalho foi verificar associações entre sintomas depressivos e consumo de álcool e maconha, comportamento autolesivo, autopercepção de saúde, satisfação com a vida, sintomas ansiosos e ideação suicida em adolescentes. Participaram 298 adolescentes, de 12 a 14 anos (61,1% meninas). Os instrumentos utilizados foram o questionário traduzido Health Behavior in School-aged Children (HBSC - BR) e o Inventário de Depressão Infantil (CDI). Utilizou-se os teste Qui-Quadrado, t de student e regressão logística binomial (p<0,05). Sintomas depressivos associaram-se com sintomas ansiosos e autolesão. Maior risco para uso e consumo de álcool, autolesão, autopercepção de saúde negativa, ansiedade e depressão em relação ao sexo feminino. Os achados desta população sugerem resultados preocupantes de saúde, sobretudo para o sexo feminino.

Palavras-chave:
adolescência; comportamento de risco; depressão; ideação suicida; autolesão não suicida

Resumen

Las conductas de riesgo son comunes en la adolescencia y demuestran una asociación con síntomas depresivos. Considerando las implicaciones psicológicas para la salud de esta fase en la vida adulta, el objetivo de este estudio fue verificar asociaciones entre síntomas depresivos y consumo de alcohol y marihuana, autolesión, autopercepción de salud, satisfacción con la vida, ansiedad e ideación suicida en adolescentes. Participaron 298 adolescentes de 12 a 14 años (61,1% niñas). Los instrumentos utilizados fueron el cuestionario traducido Health Behavior in School-aged Children (HBSC - BR) y el Inventario de Depresión Infantil (CDI). Se utilizaron las pruebas de chi-cuadrado, t de Student y regresión logística binomial (p<0,05). Los síntomas depresivos se asociaron con síntomas de ansiedad y autolesiones. Mayor riesgo de uso y consumo de alcohol, autolesiones, autopercepción negativa de la salud, ansiedad y depresión en relación con el sexo femenino. Los hallazgos de esta población sugieren resultados de salud preocupantes, especialmente para las mujeres.

Palabras clave:
conducta de riesgo; adolescencia; depresión; ideación suicida; autolesión no suicida

Introduction

Adolescence is the period of maturation from childhood to adulthood, characterized by intense physical, cognitive, psychological and social changes. For most adolescents, the phase is marked by several opportunities for development, but for approximately 20%, the trajectory is marked by risks to health and well-being. It is considered a period of greater psychological vulnerability in comparison to childhood, with an increase in psychiatric disorders and risk behaviors being observed (Sadock et al., 2017Sadock, B. J., Sadock, V. A., & Ruiz, P. (2017). Compêndio de psiquiatria: ciência do comportamento e psiquiatria clínica (11ª ed.). Artmed.).

Risk behaviors can be defined as any action that increases the likelihood of harm or loss, such as the development of disorders or illnesses (American Psychiatric Association’s ENT#091;APAENT#093;, 2010American Psychiatric Association (2010). Dicionário de psicologia. Artmed.). Substance use, dangerous driving, and violent conduct are some of these behaviors, which are often observed in adolescents and young adults (Cohen et al., 2019Cohen, J. R., Andrews, A. R., Davis, M. M., & Rudolph, K. D. (2018). Anxiety and depression during childhood and adolescence: testing theoretical models of continuity and discontinuity. Journal of Abnormal Child Psychology, 46, 1295-1308. https://doi.org/10.1007/s10802-017-0370-x
https://doi.org/10.1007/s10802-017-0370-...
; Romer et al., 2017Romer, D., Reyna, V. F., & Satterthwaite, T. D. (2017). Beyond stereotypes of adolescent risk taking: Placing the adolescent brain in developmental context. Developmental Cognitive Neuroscience, 27, 19-34. doi:10.1016/j.dcn.2017.07.007.
https://doi.org/10.1016/j.dcn.2017.07.00...
; Sadock et al., 2017Sadock, B. J., Sadock, V. A., & Ruiz, P. (2017). Compêndio de psiquiatria: ciência do comportamento e psiquiatria clínica (11ª ed.). Artmed.; Steinberg, 2008Steinberg L. (2008). A social neuroscience perspective on adolescent risk-taking. developmental review. Developmental Review, 28(1), 78-106. https://doi.org/10.1016/j.dr.2007.08.002
https://doi.org/10.1016/j.dr.2007.08.002...
). Despite being part of human development, they can manifest as inadequate coping mechanisms for adversities faced at this age, such as, for example, the use of psychoactive substances to join a group of peers or manage social anxiety (Hurrelmann & Richter, 2006Hurrelmann, K., & Richter, M. (2006). Risk behaviour in adolescence: the relationship between developmental and health problems. Journal of Public Health, 14, 20-8.).

The use of psychoactive substances tends to happen for the first time in adolescence (APA, 2014American Psychiatric Association (2014). Manual diagnóstico e estatístico de transtornos mentais: DSM-V. (5a ed.) Artmed.; Instituto Brasileiro de Geografia e Estatística ENT#091;IBGEENT#093;, 2016Instituto Brasileiro de Geografia e Estatística (IBGE) (2016). Pesquisa nacional de saúde do escolar (PeNSE): 2015. Rio de Janeiro: IBGE. Recuperado de Recuperado de www.ibge.gov.br/home/estatistica/populacao/pense/2015/ em 23 de Agosto de 2020.
www.ibge.gov.br/home/estatistica/populac...
; Inchley et al., 2020Inchley, J., Currie, D., Budisavljevic, S., Torsheim, T., Jåstad, A., Cosma, A., et al., editors (2020). Spotlight on adolescent health and well-being. Findings from the 2017/2018 Health Behaviour in School-aged Children (HBSC) survey in Europe and Canada. International report. Volume 2. Key data. Copenhagen: WHO Regional Office for Europe.; Sadock et al., 2017Sadock, B. J., Sadock, V. A., & Ruiz, P. (2017). Compêndio de psiquiatria: ciência do comportamento e psiquiatria clínica (11ª ed.). Artmed.), and can happen frequently as one of these inadequate coping mechanisms. The licit psychoactive substance most consumed worldwide among adolescents is alcohol, while marijuana is the illicit substance most consumed. Experimentation with alcohol (a dose greater than one sip) before the end of high school was observed in 66% of North American adolescents, and daily use of marijuana was reported by 5.8% of senior students (Johnston et al., 2019Johnston, L. D., Miech, R. A., O’Malley, P. M., Bachman, J. G., Schulenberg, J. E., & Patrick, M. E. (2019). Monitoring the Future national survey results on drug use 1975-2018: Overview, key findings on adolescent drug use. Ann Arbor: Institute for Social Research, University of Michigan.).

The cross-national Health Behavior in School-aged Children (HBSC) survey (Inchley et al., 2020Inchley, J., Currie, D., Budisavljevic, S., Torsheim, T., Jåstad, A., Cosma, A., et al., editors (2020). Spotlight on adolescent health and well-being. Findings from the 2017/2018 Health Behaviour in School-aged Children (HBSC) survey in Europe and Canada. International report. Volume 2. Key data. Copenhagen: WHO Regional Office for Europe.) found that 32% of 13-year-old adolescents had already consumed alcohol at some point in their lives, and 14% had consumed alcohol in the 30 days prior to the study. Consumption shows a significant increase among 15-year-olds, jumping to 59% who had consumed alcohol at some point and 37% in the previous 30 days. Regarding marijuana, 13% had tried it at some point by the time they were 15 years old. Consumption was higher for both substances among boys.

Brazilian data from the PeNSe survey (National School Health Survey, 2015) also indicates that alcohol is the most consumed psychoactive substance among adolescents. Alcohol consumption at some point in life was observed by 55.5% of 9th grade adolescents, and marijuana consumption by 46.1%. Moreover, 23.8% of adolescents reported having drunk alcohol and 4.1% having used marijuana in the 30 days prior to the survey. Brazilian data shows that marijuana consumption is higher among males and alcohol consumption among females (IBGE, 2016Instituto Brasileiro de Geografia e Estatística (IBGE) (2016). Pesquisa nacional de saúde do escolar (PeNSE): 2015. Rio de Janeiro: IBGE. Recuperado de Recuperado de www.ibge.gov.br/home/estatistica/populacao/pense/2015/ em 23 de Agosto de 2020.
www.ibge.gov.br/home/estatistica/populac...
).

Alcohol use in adolescence appears to be associated with other risk behaviors, such as use of other substance, violence and risky sexual behavior (Boden & Fergusson, 2011Boden, J. M., & Fergusson, D. M. (2014) The Short- and Long-Term Consequences of Adolescent Alcohol Use. In J. B. Saunders & J. M. Rey (Eds.), Young People and Alcohol (32-44).; Graves et al., 2005Graves, K. N., Fernandez, M. E., Shelton, T. L., Frabutt, J. M., & Williford, A. P. (2005). Risk and protective factors associated with alcohol, cigarette, and marijuana use during adolescence. Journal of Youth and Adolescence, 34(4), 379-387.) and changes in brain structure and functioning (Ewing et al., 2014Ewing, S. W. F., Sakhardandeb, A., & Blakemoreb, S. (2014). The effect of alcohol consumption on the adolescent brain: A systematic review of MRI and fMRI studies of alcohol-using youth. NeuroImage: Clinical, 5, 420-437.), as well as with clinical symptoms and depressive disorder throughout life (McLeod et al., 2016McLeod, G. F. H., Horwood, L. J., & Fergusson, D. M. (2016). Adolescent depression, adult mental health and psychosocial outcomes at 30 and 35 years. Psychological Medicine, 46, 1401-1412.; Pang et al., 2014Pang, R. D., Farrahi, L., Glaziera, S., Sussman, S., & Leventhal, A. M. (2014). Depressive symptoms, negative urgency and substance use initiation in adolescents. Drug and Alcohol Dependence, 144, 225-230.) and suicidal ideation (Sellers, Iriarte, Battlalen, & O’Brien, 2019Sellers, C. M., Iriarte, A. D., Battalen, A. W., & O’Brien, K. H. A. (2019). Alcohol and marijuana use as daily predictors of suicide ideation and attempts among adolescents prior to psychiatric hospitalization. Psychiatry Research, 273, 672-677. doi.org/10.1016/j.psychres.2019.02.006
https://doi.org/doi.org/10.1016/j.psychr...
). Marijuana use by adolescents is associated with an increased risk of developing depression and suicidal behavior, in addition to its impacts on school performance and increased absenteeism (Carlini et al., 2010Carlini, E. L. A., Noto, A. R., Sanchez, Z. M., Carlini, C. M. A., Locatelli, D. P., Abeid, L. R., … Moura, Y. G. (2010). VI Levantamento Nacional sobre o Consumo de Drogas Psicotrópicas entre Estudantes do Ensino Fundamental e Médio das Redes Pública e Privada de Ensino nas 27 Capitais Brasileiras - 2010. CEBRID - Centro Brasileiro de Informações sobre Drogas Psicotrópicas: UNIFESP - Universidade Federal de São Paulo.; Gobbi et al., 2019Gobbi G, Atkin T, Zytynski T, et al. (2019) Association of cannabis use in adolescence and risk of depression, anxiety, and suicidality in young adulthood: a systematic review and meta-analysis. Journal of the American Medical Association Psychiatry. 76(4), 426-434. doi:10.1001/jamapsychiatry.2018.4500
https://doi.org/10.1001/jamapsychiatry.2...
; Sellers et al., 2019Sellers, C. M., Iriarte, A. D., Battalen, A. W., & O’Brien, K. H. A. (2019). Alcohol and marijuana use as daily predictors of suicide ideation and attempts among adolescents prior to psychiatric hospitalization. Psychiatry Research, 273, 672-677. doi.org/10.1016/j.psychres.2019.02.006
https://doi.org/doi.org/10.1016/j.psychr...
).

Mental health is affected with the onset of adolescence. Along these lines, depressive disorders are estimated to increase from childhood to adolescence and affect between 1 to 20% of the adolescent population. Environmental stressors and adverse events have an influence as important as heredity, and suicidal behaviors are associated with greater severity of the disorder (Beirão et al., 2020Beirão, D., Monte, H., Amaral, M., Longras, A., Matos, C., & Villas-Boas, F. (2020). Depression in adolescence: a review. Middle East Current Psychiatry, 27(50). https://doi.org/10.1186/s43045-020-00050-z.
https://doi.org/10.1186/s43045-020-00050...
; Sadock et al., 2017Sadock, B. J., Sadock, V. A., & Ruiz, P. (2017). Compêndio de psiquiatria: ciência do comportamento e psiquiatria clínica (11ª ed.). Artmed.; Thapar et al., 2012Thapar, A., Collishaw, S., Pine, D. S., & Thapar, A. K. (2012). Depression in adolescence. Lancet, 379, 1056-67. https://doi.org/10.1016/S0140-6736(11)60871-4
https://doi.org/10.1016/S0140-6736(11)60...
). In its turn, the prevalence of anxiety disorders in adolescence varies between 10% and 31.9% (Merikagas et al., 2010).

In Brazil, minor depression was observed in 17% of adolescents (Munhoz et al., 2015Munhoz, T. N., Santos, I. S., & Matijasevich, A. (2015). Depression among Brazilian adolescents: a cross-sectional population-based study. Journal of Affective Disorders, 175, 281-286.), and severe levels of anxiety in 23.6% (Lopes & Rezende, 2013Lopes, A. P., & Rezende, M. M. (2013). Ansiedade e consumo de substâncias psicoativas em adolescentes. Estudos de Psicologia, 31(1), 46-56.). Suicidal ideation, associated with depressive disorders, was found in 7.9% of the sample of students from Sousa at. (2020Sousa, C. M. S., Mascarenhas, M. D. M., Gomes, K. R. O., Rodrigues, M. T. P., Miranda, C. E . S., & Frota, K. M. G. (2020). Ideação suicida e fatores associados entre escolares adolescentes. Revista de Saúde Pública, 54(33), 1-10. https://doi.org/10.11606/s1518-8787.2020054001637
https://doi.org/10.11606/s1518-8787.2020...
), with percentages up to 17% for suicidal ideation, planning, and suicidal behavior in other low- and middle-income countries (Uddin et al., 2019Uddin, R., Burton, N. W., Maple, M., Khan, S. R., & Khan, A. (2019). Suicidal ideation, suicide planning, and suicide attempts among adolescents in 59 low-income and middle-income countries: a population-based study. The Lancet Child & Adolescent Health, 3, 223-233.). Depression also shows an association with non-suicidal self-injurious behaviors. In a Brazilian study, which also adopted the Brazilian HBSC instrument, an association of non-suicidal self-harm behaviors with greater depressive symptoms was observed, with 23% of positive responses for this behavior (Oliveira et al., 2020Oliveira, M. L. C., Baya, D. G., Tomé, G., Reis, M., Maltoni, J., Neufeld, C. B., Matos, M. G., & Lisboa, C. (2020). Comportamentos autolesivos, ajuste psicológico e relações familiares em adolescentes da região amazônica no Brasil. Análisis y Modificación de Conducta, 46(173-174), 43-56. http://dx.doi.org/10.33776/amc.v46i173-4.3644
http://dx.doi.org/10.33776/amc.v46i173-4...
). In the data from the Portuguese HBSC, the response frequency was 20.3% (Matos et al., 2015Matos, G. M., Simões, C., Camacho, I., Reis, M., & Equipa Aventura Social (2015). A saúde dos adolescentes portugueses em tempos de recessão - dados nacionais do estudo HBSC de 2014. Lisboa: Centro de Malária e Outras Doenças Tropicais /IHMT/UNL e FMH/ Universidade de Lisboa.). The high frequency of these behaviors is prospectively associated with suicidal ideation and attempt, being an important indicator of adolescent mental health (Guan et al., 2012Guan, K., Fox, K. R., & Prinstein, M. J. (2012). Nonsuicidal self-injury as a time-invariant predictor of adolescent suicide ideation and attempts in a diverse community sample. Journal of Consulting and Clinical Psychology, 80(5), 842-849. https://doi.org/10.1037/a0029429
https://doi.org/10.1037/a0029429...
).

The female gender is seen as a risk group for the development of anxiety disorders (Lopes & Rezende, 2013Lopes, A. P., & Rezende, M. M. (2013). Ansiedade e consumo de substâncias psicoativas em adolescentes. Estudos de Psicologia, 31(1), 46-56.; Merikangas et al., 2010Merikangas, K. R., He, J., Burstein, M., Swanson, S. A., Avenevoli, S., Cui, L., ... Swendsen, J. (2010). Lifetime prevalence of mental disorders in us adolescents: results from the national comorbidity study-adolescent supplement (NCS-A). Journal of the American Academy of Child and Adolescent Psychiatry, 49(10), 980-989.), depressive disorders (Munhoz et al., 2015Munhoz, T. N., Santos, I. S., & Matijasevich, A. (2015). Depression among Brazilian adolescents: a cross-sectional population-based study. Journal of Affective Disorders, 175, 281-286.; Thapar et al., 2012Thapar, A., Collishaw, S., Pine, D. S., & Thapar, A. K. (2012). Depression in adolescence. Lancet, 379, 1056-67. https://doi.org/10.1016/S0140-6736(11)60871-4
https://doi.org/10.1016/S0140-6736(11)60...
), suicidal attempts (Guan et al., 2012Guan, K., Fox, K. R., & Prinstein, M. J. (2012). Nonsuicidal self-injury as a time-invariant predictor of adolescent suicide ideation and attempts in a diverse community sample. Journal of Consulting and Clinical Psychology, 80(5), 842-849. https://doi.org/10.1037/a0029429
https://doi.org/10.1037/a0029429...
; Uddin et al., 2019Uddin, R., Burton, N. W., Maple, M., Khan, S. R., & Khan, A. (2019). Suicidal ideation, suicide planning, and suicide attempts among adolescents in 59 low-income and middle-income countries: a population-based study. The Lancet Child & Adolescent Health, 3, 223-233.) and self-harm behavior (Matos et al., 2015Matos, G. M., Simões, C., Camacho, I., Reis, M., & Equipa Aventura Social (2015). A saúde dos adolescentes portugueses em tempos de recessão - dados nacionais do estudo HBSC de 2014. Lisboa: Centro de Malária e Outras Doenças Tropicais /IHMT/UNL e FMH/ Universidade de Lisboa.). In Brazilian studies, however, divergences are found with adolescents regarding the association of depressive and anxiety symptoms and gender: no significant differences between boys and girls were found for depressive symptoms assessed by the Childhood Depression Inventory (CDI) (Barbosa et al., 1996Barbosa, G. A., Dias, M. R., Gaião, A. A., & Lorenzo, W. C. G. (1996). Depressão infantil: um estudo de prevalência com o CDI. Revista de Neuropsicologia da Infância e Adolescência, 4(3), 36-40.; Cruvinel et al., 2008Cruvinel, M., Boruchovitch, E., & Santos, A. A. A. (2008). Inventário de depressão infantil (CDI): análise dos parâmetros psicométricos. Revista de Psicologia, 20(2), 473-490.), anxiety symptoms assessed by the Spence Childhood Asyity Scale (SCAS) (DeSousa et al., 2014DeSousa, D. A., Pereira, A. S., Petersen, C.S., Manfro, G.G., Salum, G.A., & Koller, S.H. (2014). Psychometric Properties of the Brazilian-Portuguese version of the Spence Children’s Anxiety Scale (SCAS): self- and parent-report versions. Journal of Anxiety Disorders, 28(5), 427-436.) or in relation to self-injury (Oliveira et al., 2020Oliveira, M. L. C., Baya, D. G., Tomé, G., Reis, M., Maltoni, J., Neufeld, C. B., Matos, M. G., & Lisboa, C. (2020). Comportamentos autolesivos, ajuste psicológico e relações familiares em adolescentes da região amazônica no Brasil. Análisis y Modificación de Conducta, 46(173-174), 43-56. http://dx.doi.org/10.33776/amc.v46i173-4.3644
http://dx.doi.org/10.33776/amc.v46i173-4...
).

Despite the significant percentage of adolescents engaged in risk behavior and with negative health outcomes, national and international literature demonstrates that most adolescents report having good perception of health and life satisfaction, with 73% of Brazilian students classifying their state of health as good or very good (IBGE, 2016Instituto Brasileiro de Geografia e Estatística (IBGE) (2016). Pesquisa nacional de saúde do escolar (PeNSE): 2015. Rio de Janeiro: IBGE. Recuperado de Recuperado de www.ibge.gov.br/home/estatistica/populacao/pense/2015/ em 23 de Agosto de 2020.
www.ibge.gov.br/home/estatistica/populac...
; Inchley et al., 2020Inchley, J., Currie, D., Budisavljevic, S., Torsheim, T., Jåstad, A., Cosma, A., et al., editors (2020). Spotlight on adolescent health and well-being. Findings from the 2017/2018 Health Behaviour in School-aged Children (HBSC) survey in Europe and Canada. International report. Volume 2. Key data. Copenhagen: WHO Regional Office for Europe.). The self-perception of the state of life satisfaction has been considered a predictor of psychiatric, physical and also interpersonal issues. Thus, the study of this construct seems to be an important variable for research on mental health at this stage, since it can promote the identification of young people in a more vulnerable situation, as well as prevent or improve quality of life conditions (Huebner et al., 2004Huebner, E. S., Suldo, S. M., Smith, L. C., & Mcknight, C. G. (2004). Life satisfaction in children and youth: empirical foundations and implications for school psychologists. Psychology in the Schools, 41(1), 81-93.).

Mental health and risk behaviors established at this age have direct implications on developmental trajectories in adult life. Identifying the main challenges of this population and most vulnerable groups allows the construction of more effective interventions and more focused prevention strategies. Furthermore, the present work uses the HBSC-BR questionnaire. Knowing the Brazilian scenario from an instrument adapted from consolidated international surveys, such as the WHO-HBSC task force, can increase the evaluation and comparison possibilities at a national and international level. Thus, the objective of this study was to analyze the associations between depressive symptoms and risk behaviors (alcohol and marijuana consumption, self-harm behavior), as well as other health indicators, which are self-perception of health, life satisfaction, anxiety symptoms and suicidal ideation.

Method

Participants

Data from this study are an excerpt from a larger Brazilian study that runs as an International Linked Project of Health Behavior in School-aged Children study of World Health Organization (HBSC/WHO). For data collection, the city of Ribeirão Preto-SP was stratified by regions, with an estimated population of 6523 students distributed in the 7th and 8th grades of 40 state schools - 47% students in the West, 31% in the North, 13,2% in the East, 5,7% in the Central and 3,5% in the South region of the city. Approximately 1750 students within this age group were invited, and 900 showed an interest. In the end, only 360 returned the authorizations. Of these, 30 did not meet the sample selection criteria, and 32 did not want to participate or were not present for data collection.

The final sample of this study consisted of 298 adolescents, 61.1% female, with a mean age of 13.4 years (SD=0.3). Students enrolled in the West region accounted for 58.4% of the sample, followed by the North (27.5%) and the East (14.1%) regions. 59.7% of the adolescents were enrolled in the 8th grade. The assessment of economic status (conducted from a scale of the HBSC Protocol) indicated that 37.6% of adolescents are in the low level and 12.4% in the high level. The assessment considers the number of vehicles and computers owned by the family, teen’s single room and family vacations in the last year.

Instruments

Health Behavior in School-aged Children (HBSC) Protocol - Brazilian version

The HBSC Protocol used was adapted to Brazilian Portuguese (Maltoni et al., 2019Maltoni, J., Lisboa, C. S. M., Matos, M. G., Teodoro, M. L. M., & Neufeld, C. B. (2019). Adaptação cultural do protocolo health behaviour in school-aged children para a realidade brasileira. Psicologia: teoria e prática, 21(3), 77-92. https://dx.doi.org/10.5935/1980-6906/psicologia.v21n3p77-92
https://dx.doi.org/10.5935/1980-6906/psi...
) with the addition of three items compared to the original Portuguese instrument used for adaptation (Matos et al., 2015Matos, G. M., Simões, C., Camacho, I., Reis, M., & Equipa Aventura Social (2015). A saúde dos adolescentes portugueses em tempos de recessão - dados nacionais do estudo HBSC de 2014. Lisboa: Centro de Malária e Outras Doenças Tropicais /IHMT/UNL e FMH/ Universidade de Lisboa.) - self-reported color, self-harm and parental supervision. The HBSC Protocol is self-applicable and aims to assess indicators and behaviors related to health and well-being in adolescents aged 11, 13 and 15 years old, based on 16 thematic axes arranged in approximately 80 close-ended questions: sociodemographic factors, food security, oral hygiene, Body Mass Index, diet, substance use, school, satisfaction and quality of life, physical and psychological well-being, physical activity, sedentary lifestyle, sexual behavior, teasing, injuries, family relationships, relationship with peers, free time and communication through electronic media. The economic level is calculated on a scale from the number of transport vehicles and computers the family owns, availability of an individual room for the adolescent, and family vacations in the past year. For the data presented in this study, two questions refer to alcohol consumption, one to marijuana consumption, satisfaction with life, self-perception of health, substance use and self-harm.

Spence Children’s Anxiety Scale

The version adapted to Portuguese by DeSousa et al. (2014DeSousa, D. A., Pereira, A. S., Petersen, C.S., Manfro, G.G., Salum, G.A., & Koller, S.H. (2014). Psychometric Properties of the Brazilian-Portuguese version of the Spence Children’s Anxiety Scale (SCAS): self- and parent-report versions. Journal of Anxiety Disorders, 28(5), 427-436.) from the original Spence Children’s Anxiety Scale (SCAS) instrument (Spence, 1998Spence, S. H. (1998). A measure of anxiety symptoms among children. Behaviour Research and Therapy 36, 545-566.) was used. The instrument is self-administrable and contains 44 close-ended questions that assess anxiety symptoms in children and adolescents categorized into six subscales. The internal consistency was considered good (Cronbach’s alpha of 0.88). The answers range between “never”, “sometimes”, “often” and “always”, with a maximum score of 114. There are 6 positive questions to reduce the negative answer bias. The evaluation was based on the scores by gender from Muris et al. (2000Muris, P., Schmidt, H., & Merckelbach, H. (2000). Correlations among two self-report questionnaires for measuring DSM-defined anxiety disorder symptoms in children: the Screen for Child Anxiety Related Emotional Disorders and the Spence Children’s Anxiety Scale. Personality and Individual Differences, 28, 333-346.), with clinical anxiety considered if the score was greater than or equal to 25 for boys and greater than or equal to 36 for girls.

Children’s Depression Inventory

This instrument was adapted to Portuguese by Gouveia et al. (1995Gouveia, V. V., Barbosa, G. A., Almeida, H. J. F., & Gaião, A. A. (1995). Inventário de Depressão Infantil - CDI: estudo de adaptação com escolares de João Pessoa. Jornal Brasileiro de Psiquiatria, 44, 345-349.) (Cronbach’s alpha of 0.81) from the original Children’s Depression Inventory (CDI) instrument (Kovacs, 1983Kovacs, M. (1983). The Children’s Depression Inventory: A self-rated depression scale for school age youngsters. University of Pittsburgh, School of Medicine.). The original instrument is self-administrable and contains 27 close-ended questions that assess depressive symptoms in children and adolescents categorized into five factors (negative mood, interpersonal problems, ineffectiveness, anhedonia and negative self-esteem). Responses may vary between 0 (absence of symptom), 1 (presence of symptom) and 2 (aggravated symptom), with a maximum score of 81. The evaluation was based the instrument with 27 items and three factors (affective-somatic, interpersonal relationship, performance) as proposed in the factor analysis study of Wathier, et al. (2008Wathier, J. L., Dell’aglio, D. D., & Bandeira, D. R. (2008). Análise fatorial do Inventário de Depressão Infantil (CDI) em amostra de jovens brasileiros. Avaliação Psicológica, 7(1), 75-84.) (Cronbach’s alpha of 0.85), based on sex and age group scores. Clinical depression was considered if the score was greater than or equal to 14 for boys and 18 for girls. Item 9, related to suicidal ideation, was individually assessed for the analysis of the present study.

Procedures

This work is part of the larger multicenter project entitled “Survey of social environments, health behaviors and well-being in adolescents”, from which the respective data, collected between 2015 and 2017, come from. The larger project takes place in partnership with the HBSC/WHO study (http://www.hbsc.org), a cross-national survey with adolescents aged 11, 13 and 15 years that is ongoing for over 30 years. This primary effort carried out in Brazil aims at adapting the HBSC research protocol so that it can in the future integrate the task force of cross-national surveys, and it is aided by the Portuguese HBSC team from the University of Lisbon.

The present work is a survey developed through stratified sampling of the city’s regions. First, the city’s state schools were surveyed, and the number of students belonging to the 7th and 8th grades was estimated. Following this step, the invitation to the institutions and to the students was carried out in random order after their acceptance. The data collection took place in the days after in a reserved place during the school hours indicated by the school.

The adolescent’s participation in the study was subject to the delivery of the signed Free and Informed Consent Form by the parents and/or guardians and to the adolescent’s consent through the Consent Form. A Database Building Term was also delivered to parents/guardians, but its authorization was optional. Parents and/or guardians of adolescents who presented clinical scores of anxiety and depression and/or suicidal ideation were notified by telephone and advised about free psychological care services. This project was approved by the Ethics Research Committee of Faculty of Philosophy, Sciences and Letters at Ribeirão Preto under the CAAE number 45947415.5.1001.5407.

Data analysis

Descriptive analyses were conducted for all variables (percentage, mean and standard deviation). The Chi-Square test was used to analyze the relationship between the depression rating and the independent variables of alcohol use and consumption, marijuana use, self-harm, health rating and suicidal ideation. Student’s t-test was used to analyze the relationship between life satisfaction and depression rating. Binomial logistic regression, the “ENTER” method, was used to analyze the influence of the independent variables in the depression ratings of adolescents. The statistical analyses were conducted using SPSS version 24. A threshold level for significance of p < 0.05 was adopted.

Results

The study variables and measures are presented in Table 1. The research took into consideration the participants who were 13 years of age. The sociodemographic variables (gender and school grade) and the depression rating in adolescents were evaluated. The variables analyzed were alcohol use in life, alcohol consumption, marijuana use in life, self-harm, health rating, life satisfaction, anxiety rating and suicidal ideation.

Table 1
Description of study variables

The sociodemographic characteristics of the participants are shown in Table 2. The female participants showed higher risks for alcohol use in life, at 52.7% (96); alcohol consumption, at 26.7% (47); self-harm, at 36.8% (67); negative health rating, at 30.9% (56); depression rating, at 30.2% (55) and anxiety rating, at 61.5% (112). The male participants showed higher risks of marijuana use, at 10.3% (12). The factors life satisfaction (=7.7; SD=1.23) and suicidal ideation, at 29.2% (87), were similar for both genders.

Table 2
Chi-square analysis of variables by sex

The results of the bivariate analyses are shown in Table 3. Among female participants, the factors alcohol use and consumption, marijuana use, self-harm, health rating and clinical anxiety rating showed a relationship with clinical symptoms of depression.

Table 3
Bivariate analyses of depression, consumptions and risk behaviors in adolescents by gender.

The results of the binary logistic regression for the association between depression rating and risk behaviors in adolescents are shown in Table 4. Depression rating was positively associated with self-harm and clinical anxiety rating. The model was statistically significant at 28% (χ2 (8) = 62.641, p <0.001) in the variation of indicators to explain depression rating in adolescents. In this model, the condition of presenting depressive symptoms has a positive relationship with the variable self-injury (increased self-injury increases by 4.73 times the chance of being in this group) and anxiety (increased anxiety increases by 2.30 times the chance of being in this group).

Table 4
Association between depression, consumptions and risk behaviors in adolescents, binomial logistics regression model

Discussion

This study aimed to analyze the associations between depressive symptoms and risk behaviors (alcohol and marijuana consumption and self-harm behavior), among other health indicators, such as self-perceived health, life satisfaction, anxiety symptoms and suicidal ideation.

Regarding risk behaviors, 50.3% of adolescents reported having tried alcohol at some point in life, and 22.7% reported alcohol consumption during the week. The use of marijuana at some point in life was reported by 7% of participants. The results for frequency of use are similar to other surveys (IBGE, 2016Instituto Brasileiro de Geografia e Estatística (IBGE) (2016). Pesquisa nacional de saúde do escolar (PeNSE): 2015. Rio de Janeiro: IBGE. Recuperado de Recuperado de www.ibge.gov.br/home/estatistica/populacao/pense/2015/ em 23 de Agosto de 2020.
www.ibge.gov.br/home/estatistica/populac...
; Inchley et al., 2020Inchley, J., Currie, D., Budisavljevic, S., Torsheim, T., Jåstad, A., Cosma, A., et al., editors (2020). Spotlight on adolescent health and well-being. Findings from the 2017/2018 Health Behaviour in School-aged Children (HBSC) survey in Europe and Canada. International report. Volume 2. Key data. Copenhagen: WHO Regional Office for Europe.; Johnston et al., 2019Johnston, L. D., Miech, R. A., O’Malley, P. M., Bachman, J. G., Schulenberg, J. E., & Patrick, M. E. (2019). Monitoring the Future national survey results on drug use 1975-2018: Overview, key findings on adolescent drug use. Ann Arbor: Institute for Social Research, University of Michigan.) and confirm the prevalence of alcohol consumption over marijuana. Self-harm behaviors were identified in 28.5% of the sample, which is higher than national Brazilian (Oliveira et al., 2020Oliveira, M. L. C., Baya, D. G., Tomé, G., Reis, M., Maltoni, J., Neufeld, C. B., Matos, M. G., & Lisboa, C. (2020). Comportamentos autolesivos, ajuste psicológico e relações familiares em adolescentes da região amazônica no Brasil. Análisis y Modificación de Conducta, 46(173-174), 43-56. http://dx.doi.org/10.33776/amc.v46i173-4.3644
http://dx.doi.org/10.33776/amc.v46i173-4...
) and Portuguese (Matos et al., 2015Matos, G. M., Simões, C., Camacho, I., Reis, M., & Equipa Aventura Social (2015). A saúde dos adolescentes portugueses em tempos de recessão - dados nacionais do estudo HBSC de 2014. Lisboa: Centro de Malária e Outras Doenças Tropicais /IHMT/UNL e FMH/ Universidade de Lisboa.) data.

Regarding health indicators, 60.1% of adolescents scored for depressive symptoms, 25.8% for clinical symptoms of anxiety and 29.2% responded positively for suicidal ideation. The percentage of depressive symptoms was higher compared to the national Brazilian study with the CDI (22%) (Barbosa et al., 1996Barbosa, G. A., Dias, M. R., Gaião, A. A., & Lorenzo, W. C. G. (1996). Depressão infantil: um estudo de prevalência com o CDI. Revista de Neuropsicologia da Infância e Adolescência, 4(3), 36-40.). The rates of clinical symptoms observed in this study were also higher than the prevalence of depressive and anxiety disorders in the area (Lopes & Rezende, 2013Lopes, A. P., & Rezende, M. M. (2013). Ansiedade e consumo de substâncias psicoativas em adolescentes. Estudos de Psicologia, 31(1), 46-56.; Merikangas et al., 2010Merikangas, K. R., He, J., Burstein, M., Swanson, S. A., Avenevoli, S., Cui, L., ... Swendsen, J. (2010). Lifetime prevalence of mental disorders in us adolescents: results from the national comorbidity study-adolescent supplement (NCS-A). Journal of the American Academy of Child and Adolescent Psychiatry, 49(10), 980-989.; Munhoz et al, 2015Munhoz, T. N., Santos, I. S., & Matijasevich, A. (2015). Depression among Brazilian adolescents: a cross-sectional population-based study. Journal of Affective Disorders, 175, 281-286.; Thapar et al., 2012Thapar, A., Collishaw, S., Pine, D. S., & Thapar, A. K. (2012). Depression in adolescence. Lancet, 379, 1056-67. https://doi.org/10.1016/S0140-6736(11)60871-4
https://doi.org/10.1016/S0140-6736(11)60...
), as well as suicidal ideation (Guan et al., 2012Guan, K., Fox, K. R., & Prinstein, M. J. (2012). Nonsuicidal self-injury as a time-invariant predictor of adolescent suicide ideation and attempts in a diverse community sample. Journal of Consulting and Clinical Psychology, 80(5), 842-849. https://doi.org/10.1037/a0029429
https://doi.org/10.1037/a0029429...
; Sousa et al., 2020Sousa, C. M. S., Mascarenhas, M. D. M., Gomes, K. R. O., Rodrigues, M. T. P., Miranda, C. E . S., & Frota, K. M. G. (2020). Ideação suicida e fatores associados entre escolares adolescentes. Revista de Saúde Pública, 54(33), 1-10. https://doi.org/10.11606/s1518-8787.2020054001637
https://doi.org/10.11606/s1518-8787.2020...
; Uddin et al., 2019Uddin, R., Burton, N. W., Maple, M., Khan, S. R., & Khan, A. (2019). Suicidal ideation, suicide planning, and suicide attempts among adolescents in 59 low-income and middle-income countries: a population-based study. The Lancet Child & Adolescent Health, 3, 223-233.). Although there was no evaluation for depressive disorder, clinical symptoms may indicate the onset of a psychopathology.

The binary logistic regression results corroborate the positive association between depression rating and self-harm (Guan et al., 2012Guan, K., Fox, K. R., & Prinstein, M. J. (2012). Nonsuicidal self-injury as a time-invariant predictor of adolescent suicide ideation and attempts in a diverse community sample. Journal of Consulting and Clinical Psychology, 80(5), 842-849. https://doi.org/10.1037/a0029429
https://doi.org/10.1037/a0029429...
) and clinical anxiety rating (Cummings et al., 2014Cummings, C. M., Caporino, N. E., & Kendall, P. C. (2014). Comorbidity of anxiety and depression in children and adolescents: 20 years after. Psychological bulletin, 140(3), 816-845. https://doi.org/10.1037/a0034733
https://doi.org/10.1037/a0034733...
). Despite the health indicators showing high rates of psychological symptoms, self-perceived health was classified as negative by a minority of adolescents (26.4%), and satisfaction with life showed a mean of 7.17 points (± 2.23), corroborating the literature in the area (IBGE, 2016Instituto Brasileiro de Geografia e Estatística (IBGE) (2016). Pesquisa nacional de saúde do escolar (PeNSE): 2015. Rio de Janeiro: IBGE. Recuperado de Recuperado de www.ibge.gov.br/home/estatistica/populacao/pense/2015/ em 23 de Agosto de 2020.
www.ibge.gov.br/home/estatistica/populac...
; Inchley et al., 2020Inchley, J., Currie, D., Budisavljevic, S., Torsheim, T., Jåstad, A., Cosma, A., et al., editors (2020). Spotlight on adolescent health and well-being. Findings from the 2017/2018 Health Behaviour in School-aged Children (HBSC) survey in Europe and Canada. International report. Volume 2. Key data. Copenhagen: WHO Regional Office for Europe.).

The female gender had more negative results regarding engagement in risk behaviors, except for marijuana use, as well as for all health indicators, demonstrating that this group should have a different focus on interventions in the area. However, males also presented behaviors and indicators that are also worrying. Corroborating Brazilian (IBGE, 2016Instituto Brasileiro de Geografia e Estatística (IBGE) (2016). Pesquisa nacional de saúde do escolar (PeNSE): 2015. Rio de Janeiro: IBGE. Recuperado de Recuperado de www.ibge.gov.br/home/estatistica/populacao/pense/2015/ em 23 de Agosto de 2020.
www.ibge.gov.br/home/estatistica/populac...
), but not international data (Inchley et al., 2020Inchley, J., Currie, D., Budisavljevic, S., Torsheim, T., Jåstad, A., Cosma, A., et al., editors (2020). Spotlight on adolescent health and well-being. Findings from the 2017/2018 Health Behaviour in School-aged Children (HBSC) survey in Europe and Canada. International report. Volume 2. Key data. Copenhagen: WHO Regional Office for Europe.; Johnston et al., 2019Johnston, L. D., Miech, R. A., O’Malley, P. M., Bachman, J. G., Schulenberg, J. E., & Patrick, M. E. (2019). Monitoring the Future national survey results on drug use 1975-2018: Overview, key findings on adolescent drug use. Ann Arbor: Institute for Social Research, University of Michigan.), girls in this sample drank more alcohol than boys. Self-harm was associated with the female gender, as observed by Matos et al. (2015Matos, G. M., Simões, C., Camacho, I., Reis, M., & Equipa Aventura Social (2015). A saúde dos adolescentes portugueses em tempos de recessão - dados nacionais do estudo HBSC de 2014. Lisboa: Centro de Malária e Outras Doenças Tropicais /IHMT/UNL e FMH/ Universidade de Lisboa.), but not in relation to the national HBSC survey (Oliveira et al., 2020Oliveira, M. L. C., Baya, D. G., Tomé, G., Reis, M., Maltoni, J., Neufeld, C. B., Matos, M. G., & Lisboa, C. (2020). Comportamentos autolesivos, ajuste psicológico e relações familiares em adolescentes da região amazônica no Brasil. Análisis y Modificación de Conducta, 46(173-174), 43-56. http://dx.doi.org/10.33776/amc.v46i173-4.3644
http://dx.doi.org/10.33776/amc.v46i173-4...
). Clinical symptoms of depression were also significantly higher among girls. Some studies demonstrate this association (Guan et al., 2012Guan, K., Fox, K. R., & Prinstein, M. J. (2012). Nonsuicidal self-injury as a time-invariant predictor of adolescent suicide ideation and attempts in a diverse community sample. Journal of Consulting and Clinical Psychology, 80(5), 842-849. https://doi.org/10.1037/a0029429
https://doi.org/10.1037/a0029429...
; Munhoz et al., 2015Munhoz, T. N., Santos, I. S., & Matijasevich, A. (2015). Depression among Brazilian adolescents: a cross-sectional population-based study. Journal of Affective Disorders, 175, 281-286.; Wathier et al., 2008Wathier, J. L., Dell’aglio, D. D., & Bandeira, D. R. (2008). Análise fatorial do Inventário de Depressão Infantil (CDI) em amostra de jovens brasileiros. Avaliação Psicológica, 7(1), 75-84.), but others do not (Barbosa et al., 1996Barbosa, G. A., Dias, M. R., Gaião, A. A., & Lorenzo, W. C. G. (1996). Depressão infantil: um estudo de prevalência com o CDI. Revista de Neuropsicologia da Infância e Adolescência, 4(3), 36-40.; Cruvinel et al., 2008Cruvinel, M., Boruchovitch, E., & Santos, A. A. A. (2008). Inventário de depressão infantil (CDI): análise dos parâmetros psicométricos. Revista de Psicologia, 20(2), 473-490.). The girls in this study also perceive their health less positively (Inchley et al., 2020Inchley, J., Currie, D., Budisavljevic, S., Torsheim, T., Jåstad, A., Cosma, A., et al., editors (2020). Spotlight on adolescent health and well-being. Findings from the 2017/2018 Health Behaviour in School-aged Children (HBSC) survey in Europe and Canada. International report. Volume 2. Key data. Copenhagen: WHO Regional Office for Europe.; Matos et al., 2015Matos, G. M., Simões, C., Camacho, I., Reis, M., & Equipa Aventura Social (2015). A saúde dos adolescentes portugueses em tempos de recessão - dados nacionais do estudo HBSC de 2014. Lisboa: Centro de Malária e Outras Doenças Tropicais /IHMT/UNL e FMH/ Universidade de Lisboa.). Being a girl and having clinical symptoms of depression was also shown to be a risk factor, as more negative results were observed in relation to all variables in this group, with the exception of life satisfaction and suicidal ideation.

The findings for this population suggest worrying indicators and behaviors for adolescent health. Furthermore, the female gender shows worse health outcomes, as observed in the literature. It can be said that the girls in the studied sample have greater psychological vulnerability and should be the focus of actions in the area in relation to the behaviors and indicators investigated in this study. One of the limitations of this work is that the HBSC is a self-report instrument, and as such may be prone to biases towards socially accepted responses or even a concern with the responses due to the research being carried out in the school environment. The investigations in this phase should continue to be carried out, given the constant transformations and risk factors of the adolescent context. As part of a transnational survey under development, this study promotes the assessment of the adolescent population in Brazil, supporting recommendations for professionals of prevention and clinical intervention and public policies focused on youth.

Acknowledgments:

Financial support: Coordination for the Improvement of Higher Education Personnel - CAPES and National Council for Scientific and Technological Development - CNPq.

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Publication Dates

  • Publication in this collection
    23 Oct 2023
  • Date of issue
    Jul-Sep 2023

History

  • Received
    20 May 2021
  • Reviewed
    18 May 2022
  • Accepted
    04 Oct 2022
Universidade de São Francisco, Programa de Pós-Graduação Stricto Sensu em Psicologia R. Waldemar César da Silveira, 105, Vl. Cura D'Ars (SWIFT), Campinas - São Paulo, CEP 13045-510, Telefone: (19)3779-3771 - Campinas - SP - Brazil
E-mail: revistapsico@usf.edu.br