School-aged Children’s Psychobiological Divergence as a Prospective Predictor of Health Risk Behaviors in Adolescence
Recent attachment research suggests that children with avoidant attachment often underreport their psychological distress compared to their physiologic indicators of distress (neuroendocrine reactivity, startle response, event-related potentials). This pattern of behavior (referred to as psychobiological divergence) may confer risk for suboptimal coping behaviors, including substance use, sexual risk-taking, and non-suicidal self-injury (NSSI), because individuals who are not aware of or cannot express their emotional needs may engage in maladaptive strategies to regulate their emotions. In the current pilot study (N = 45 youth), we investigate whether psychobiological divergence of neuroendocrine and self-reported reactivity in middle childhood prospectively predicts health risk behaviors (HRBs) in adolescence. The results revealed that divergence was significantly associated with adolescents’ substance use and non-suicidal self-injury (NSSI), but not with their sexual behavior. Among adolescents currently reporting low levels of attachment security, divergence was associated with greater self-reported NSSI. Our results provide initial evidence that psychobiological divergence confers risk for substance use and NSSI in combination with current relational distress. We discuss the implications of our findings for adolescent development and clinical risk.
- Research Article
- 10.1249/01.mss.0000519649.17342.ee
- May 1, 2017
- Medicine & Science in Sports & Exercise
Adolescence is a critical period where major physical and psychologic changes occur. It is also a period where several lifelong health related behaviors are adopted and established. Behaviors such as unhealthy eating, tobacco use, alcohol use, and physical inactivity are related to major causes of morbidity and mortality among young and adults. Physical activity (PA) is an important behavior during adolescence not only because it is associated with general health, but also because it may be associated with other health-related risk behaviors. PURPOSE: To examine the association of physical activity with health risk behaviors in adolescents from Curitiba- Brazil. METHODS: A cross-section study was carried out with a representative sample of 928 (mean age 14.06 ± 1.91 years old, 467 girls) adolescents enrolled in 14 randomly selected public schools from Curitiba, Brazil. The Brazilian version of the Youth Activity Profile survey evaluated PA levels and the YRBS survey evaluated fruit, vegetable, alcohol, and tobacco consumption in the past 30 days. The Adolescent Sedentary Questionnaire evaluated total screen time. Binary Logistic regression measured the association between PA levels and risk behaviors after controlling for gender, age, BMI status, income status, and parent educational level. RESULTS: PA was inversely associated with low fruit consumption (OR = .50, 95% IC = .38 - .66, p <.001), low vegetable consumption (OR =.55, 95% IC = .42 - .73, p < .001), and high screen Time (≥3 hours/day) (OR = .79, 95% IC = .65 - .96, p < .001). Additionally, PA was positively associated with the consumption of at least one dose of alcohol in the past 30 days (OR = 1.47, 95% IC = 1.15 – 1.88, p < .001), and with the excessive consumption of alcohol (OR = 1.73, 95% IC = 1.29 – 2.33, p <.001). PA was not associated with Tobacco consumption (OR = 1.01, 95% IC = .67 – 1.52, p = .96). CONCLUSION: The results indicated that adolescents with higher PA levels consumed more fruits and vegetables and spent less time in front of electronic screens. However, adolescents with higher levels of PA were also more likely to report alcohol consumption in the past 30 days. The social characteristics of alcohol consumption may explain its positive relationship to PA. Supported by CNPq, Brazil.
- Research Article
1
- 10.1590/1984-0462/2025/43/2024094
- Jan 1, 2024
- Revista paulista de pediatria : orgao oficial da Sociedade de Pediatria de Sao Paulo
To conduct a systematic review and meta-analysis to verify the association of aspects of sports practice with health risk behaviors in adolescents. A systematic search was conducted of electronic manuscripts from the United States National Library of Medicine (PubMed)/ Medical Literature Analysis and Retrieval System Online (MEDLINE), Web of Science, Science Direct, and Scientific Electronic Library Online (SciELO) published from January 2015 to December 2022. Studies examining the association between sport and health risk behaviors in adolescents aged 11 to 19 years were included. This study was registered in the International Prospective Register of Systematic Reviews (PROSPERO) under number CRD42023392053. In total, 22 studies fulfilled the inclusion criteria. The association of sports practice with sedentary behavior showed odds ratio (OR) values ranging from 0,61 to 0,92, tobacco use from 0,35 to 0,73, illicit drugs from 0,40 to 0,91, and reduced inadequate sleep on weekdays of 0.57 (95% confidence interval - 95%CI 0.52-0.63) and weekends 0.79 (95%CI 0.69-0.89). In the meta-analysis, sports practice was significantly associated with alcohol consumption for boys (OR 1,36; CI95% 1,09-1,70), and was inversely associated with tobacco use for boys and girls (OR 0,59; CI95% 0,56-0,61). Adolescents who practice sports tend to have lower occurrences of sedentary behavior, tobacco and illicit drug use, and adequate amounts of sleep; and, in the meta-analysis, boys present higher values for alcohol consumption and boys and girls present lower values for tobacco use.
- Research Article
1
- 10.2427/12156
- Mar 31, 2022
- Epidemiology, Biostatistics, and Public Health

 Objective: The objective of this academic work is to demonstrate evidences available in literature about the association among the pubertal maturation and health risk behavior in adolescents.
 Methods: It was used the database from MEDLINE/Pubmed, Scopus, Lilacs and Web of Science. The terms used in the research, with its variations, were “puberty”, “maturation”, “maturity”, “risk behaviors”, “risk factors”, “adolescent” and “student”.
 Results: Out of 838 manuscripts found in the databases, after the sorting and applied the eligibility criteria, remained in this systematic review 13 articles. Early maturation was associated significantly with the use of alcohol, cigarettes and illegal drugs, early sexual initiation, sedentary behaviors and involvement in fights, where girls showed higher prevalence.
 Conclusions: Henceforth, the results from the current study indicates that the early maturation is associated with health risk behaviors in adolescents, especially with the use of alcohol and cigarettes. 
- Front Matter
32
- 10.1016/j.jadohealth.2009.05.007
- Jul 21, 2009
- Journal of Adolescent Health
Addressing Common Risk and Protective Factors Can Prevent a Wide Range of Adolescent Risk Behaviors
- Research Article
- 10.1177/10870547251352364
- Jul 14, 2025
- Journal of Attention Disorders
Objective: This study used a large U.S. population-based dataset to examine associations between childhood attention problems and adolescent substance use, sexual risk behavior, and delinquency. Methods: This prospective cohort study used data from the Future of Families and Child Wellbeing Study (n = 2,716). Bivariate statistics, multivariable logistic regression, and negative binomial models assessed associations between attention problems at age 9 years and subsequent use of cigarettes, alcohol, and marijuana, engagement in sex without a condom, and delinquency at age 15 years. Results: Nearly one-fifth (18.3%) of adolescents had elevated scores (more than 1 standard deviation above the sample mean) for attention problems at age 9 years. Adolescents with elevated attention problem scores in childhood were more likely than adolescents who did not have elevated scores to have ever smoked an entire cigarette (9% vs. 4%) and ever tried marijuana (24% vs. 20%). Elevated attention problem scores were associated with higher odds of ever having smoked an entire cigarette (adjusted odds ratio [AOR] = 2.06, 95% CI [1.39, 3.05], p < .01) and higher delinquent behavior scores (incidence rate ratio [IRR] = 1.30, 95% CI [1.11, 1.53], p < .01). In adjusted models, there were no significant associations between elevated attention problem scores and ever having tried marijuana, consumed alcohol, or engaged in unprotected sex. Conclusions: This study found that elevated attention problem scores in childhood were associated with higher risk of cigarette smoking and delinquent behaviors in adolescence. Results provide support for screening for attention problems among elementary school-age children and early intervention strategies to prevent health risk behaviors in adolescence.
- Research Article
1
- 10.16835/j.cnki.1000-9817.2019.03.013
- Mar 1, 2020
- Chinese Journal of School Health
Objective To explore the status of adolescents' health risk behaviors, relationship between cognitive ability and health risk behaviors, and provide an empirical reference for reducing the occurrence and early prevention of health risk behaviors among adolescents. Methods Samples were extracted by hierarchical, multi-stage, probability and scale proportional (PPS) methods. There were 112 schools randomly selected from 28 county-level regions (county, district, city), and 19 487 students were investigated by baseline survey, a follow-up study was conducted among 8 636 students during 2014-2015. Descriptive statistical methods of using 2 test and t test, and logistic multivariate regression analysis were used to analyze the relationship between cognitive abilities and healthy risk behaviors. Results The reported rate of a healthy risk behavior was 20.77%, and the incidence of more than one type of health risk behavior was 16.03%. The student’s cognitive ability standardized score was (0.33±0. 82). The average score of cognitive ability of adolescents with healthy risk behavior was 0.14, which was lower than the average score of cognitive ability of adolescents without healthy risk behaviors (0.43). Boys, having rural household registeration, non-residential schools, and parents with low education levels adolescents were more likely to be involved in health behavior risks. There was a significant correlation between adolescent cognitive ability and healthy risk behavior ( OR = 0.67, P <0.01). Conclusion The current status of adolescent health risk behaviors is worrying. The cognitive ability has a significant impact on health risk behaviors. It is recommended to use the cognitive ability of adolescents as a starting point to prevent and reduce the occurrence of adolescent health risk behaviors. 【摘要】目的 探究青少年健康危险行为现状及其与认知能力的关系,为减少青少年健康危险行为的发生及早期预 防提供实证参考。 方法 采用分层次、多阶段、概率与规模成比例(PPS)的方法,从全国28个县级单位(县、区、市)随机抽 取112所学校,2013—2014学年基线调査19 487名学生,2014—2015学年追踪调査8 636名初中学生。运用妒检验、《检 验的描述性统计方法,以及Logistic多因素回归分析认知能力与健康危险行为的关系。 结果 学生存在1种健康危险行为 的报告率为20.77%,1种以上的健康危险行为报告率为16.03%。学生认知能力标准化得分为(0.33±0.82)分。有健康危 险行为的青少年认知能力标准化得分均分为0.14分,没有健康危险行为青少年的得分为0.43分。男性、农村户口、非住 校、父母受教育程度低的青少年更容易发生健康危险行为。Logistic回归分析显示,青少年认知能力与其健康危险行为的 相关有统计学意义( OR = 0.67, P <0.01)。 结论 青少年健康危险行为现状堪忧,认知能力对健康危险行为的影响显著。建 议以青少年的认知能力为出发点,预防和减少青少年健康危险行为的发生。
- Front Matter
42
- 10.1016/j.jadohealth.2006.03.003
- Apr 22, 2006
- Journal of Adolescent Health
Adolescents and risks: Why not change our paradigm?
- Research Article
- 10.3390/children12050654
- May 19, 2025
- Children (Basel, Switzerland)
Objective: This study aimed to explore the association between adolescents' health risk behaviours (excessive use of alcohol, (e)cigarette smoking, cannabis use) and familial factors. A special objective of this study was to compare findings between Bulgarian and Lithuanian adolescents aged 15 years. Material and Methods: National samples from the WHO Health Behaviour in School-aged Children (HBSC) survey in 2021/2022 were analysed. The focus was on adolescents aged 15 (n = 64,349), including those from Bulgaria (n = 793) and Lithuania (n = 1137). The set of outcome variables included drunkenness, smoked cigarettes, e-cigarettes, and used cannabis (all variables were measured during the last 30 days); their indicators were child's talking separately to their father and separately to their mother, as well as the four-item family support scale. All variables were dichotomised and their associations were analysed using Structural Equation Modelling with a WLSMV estimator. Results: In the total sample, the prevalence of drunkenness was 14.9%, cigarette smoking at 12.6%, e-cigarette smoking at 18.4%, and cannabis use at 5.9%; while in Bulgaria, in contrast to Lithuania, these behaviours were much more prevalent, at 27.0%, 29.9%, 29.8%, and 11.1%, respectively. The use of substances was significantly associated with selected familial factors, which were more pronounced among girls than boys in most subsamples. Low family support showed the strongest association with increased substance use (in the total sample, regression weight B varied from 0.231 to 0.382). Adolescents' difficulty in talking to mother was more pronounced (B = 0.123 to 0.204) than difficulty in talking to their father (B = 0.058 to 0.140). Comparison of data samples from Bulgaria and Lithuania showed stronger relationships in Bulgarian adolescents compared to other countries, which are more pronounced among boys. In addition, among Bulgarian adolescents, easy communication with their father had an inverse association (increasing prevalence) with cannabis use. Conclusions: Adolescent health risk behaviours, such as use of substances, are associated with familial factors, including parent-teen communication and family support. Generally, these associations are more pronounced among girls than boys, and more evident among Bulgarian adolescents than their Lithuanian counterparts. Identifying environmental factors in families helps to plan interventions to prevent development of multiple health risk behaviours in adolescents.
- Research Article
17
- 10.1016/j.jadohealth.2020.04.023
- Jun 21, 2020
- The Journal of Adolescent Health
PurposePromoting positive mental health, particularly through enhancing competencies (such as prosocial behaviors and learning skills), may help prevent the development of health risk behaviors in adolescence and thus support future well-being. Few studies have examined how mental health competencies in childhood are associated with adolescent health risk behaviors, which could inform preventative approaches. MethodsUsing UK Millennium Cohort Study data (n = 10,142), we examined how mental health competence (MHC) measured at the end of elementary school (11 years) is associated with self-reported use of cigarettes, e-cigarettes, alcohol, illegal drugs, antisocial behavior, and sexual contact with another young person at age 14 years. A latent measure of MHC was used, capturing aspects of prosocial behavior and learning skills, categorized as high MHC, high–moderate MHC, moderate MHC, and low MHC. Logistic and multinomial regression estimated odds ratios and relative risk ratios for binary and categorical outcomes, respectively, before and after adjusting for confounders. Weights accounted for sample design and attrition and multiple imputation for item missingness. ResultsThose with low, moderate, or high-moderate MHC at age 11 years were more likely to have taken part in health risk behaviors at age 14 years compared with those with high MHC. The largest associations were seen for low MHC with binge drinking (relative risk ratio: 1.6 [95% confidence interval: 1.1–2.4]), having tried cigarettes (odds ratio: 2.2 [95% confidence interval: 1.6-3.1]) and tried illegal drugs (odds ratio: 2.0 [95% confidence interval: 1.3-3.1) after adjusting for confounders (which attenuated results but largely maintained significant findings). ConclusionsMHC in late childhood is associated with health risk behaviors in midadolescence. Interventions that increase children's MHC may support healthy development during adolescence, with the potential to improve health and well-being through to adulthood.
- Research Article
11
- 10.1177/00315125221137678
- Nov 4, 2022
- Perceptual and Motor Skills
Body weight dissatisfaction has been described as a marker for various health diseases, given its direct association with social, physical, and emotional suffering. We investigated the association between body weight dissatisfaction and health risk behaviors in adolescents. This was a cross-sectional study conducted with 668 adolescents aged 14-19years in the city of São José, southern Brazil. Body weight satisfaction/dissatisfaction was assessed using a questionnaire validated for the investigated population. Health risk behaviors included smoking, alcohol, illicit drugs, medication, non-prescription anabolic steroids, not using seatbelt, unsafe sexual behavior and not knowing how to deal with day-to-day stress. Among males, 66.1% were dissatisfied with their body weight (32.1% due to thinness and 34.0% due to overweight). Among females, 80.0% were dissatisfied with their body weight (24.5% due to thinness and 55.5% due to overweight). There were no significant differences regarding health risk behaviors according to body weight satisfaction/dissatisfaction and sex. Compared to males who were satisfied with their body weight, those who were dissatisfied due to being overweight were more likely to be using tobacco (OR: 2.9; 95% CI: 2.1-4.2), alcohol (OR: 1.7; 95% CI: 1.5-1.9) and anabolic steroids (OR: 2.7; 95% CI: 1.2-5.7). Compared to females who were satisfied with their body weight, those who were dissatisfied due to thinness were more likely to be consuming alcoholic beverages (OR: 1.6; 95% CI: 1.2-2.0) and less likely to be consuming illicit drugs (OR: 0.5; 95% CI: 0.3-0.8). Interventions aimed at health education regarding the non-adoption of risk behaviors such as alcohol and tobacco use, as well as the non-use of anabolic steroids, and favoring the maintenance of general health, may be important for adolescents with body dissatisfaction. These data suggest that health risk behaviors such as adolescent male use of tobacco, alcohol, and anabolic steroids and the use of alcohol and drugs by female adolescents can be related to body weight dissatisfaction.
- Research Article
- 10.4103/ijmh.ijmh_9_22
- Jul 1, 2022
- International Journal of Medicine and Health Development
Background: The advances in medical practice have increased the average life expectancy of people living with sickle cell disease (SCD) to 54 years. The high prevalence rates of SCD in Nigeria therefore highlights the need for research that will support overall disease management. Objective: To determine the health risk behavior (HRB) of adolescents with sickle cell disease in Nigeria. Materials and methods: In a cross-sectional descriptive survey using purposive sampling method, 122 adolescents with SCD attending sickle cell clubs in Ogun State, Nigeria were selected for the study. A 58-item questionnaire adapted from the Youth Risk Behavior Survey (YRBS) instrument developed by Centre for Disease Control and Prevention (CDC) was used to collect data from the adolescents. Results: The mean age of the respondents was 15.7 ± 2.3 years, there were more females (58.2%) than males (41.2%). Majority were from a monogamous family setting and average to large family size (≥3siblings) (63% and 76% respectively) and only 6% of the parents had no formal education. The mean ages at first sexual intercourse, cigarette smoking and alcohol use were 16 ± 5.7, 15.7 ± 0.7, and 14.9 ± 1.9 years respectively. One-fifth (21.3%) have had sex and half (50%) of them have had sex by the age of 17. Over one-tenth (13.9%) had smoked cigarette while 14.8% had taken alcohol. Adolescents from monogamous family background were more likely to be involved in substance abuse (χ2: 4.99; P=0.008) and exposed to sexual activities (χ2: 10.9; P=0.004) than those from polygamous or single parent family. Conclusion: It was concluded that adolescents with SCD are involved in HRB and may be dependent on family characteristics. It is recommended that regular health care of chronically ill adolescents should include screening and counselling for HRBs.
- Research Article
21
- 10.1016/j.jpeds.2015.08.043
- Sep 26, 2015
- The Journal of Pediatrics
Chaos, Hubbub, and Order Scale and Health Risk Behaviors in Adolescents in Los Angeles
- Research Article
8
- 10.1080/08964289.2022.2057407
- Apr 5, 2022
- Behavioral Medicine
Obesity is a public health issue and childhood is a critical window in which to establish healthy eating patterns and modify risk factors for overweight. This study aims to verify the association of weight perception, body satisfaction, and weight loss intention with patterns of health risk behaviors in adolescents with overweight and obesity. We analyzed health risk behavior from a school-based national survey conducted in 2015 in Brazil (n = 2,703 students with overweight or obesity, aged 13–17 years). We performed latent class analysis of alcohol consumption, tobacco use, physical activity, screen time, and eating habits for adolescents with overweight and identified four distinct health behavior patterns. The association of these patterns with weight perception, body satisfaction, and weight loss intention was analyzed through multinomial logistic regression. Adolescents who perceived themselves as “fat” or “very fat” were more likely to have a sedentary lifestyle and low consumption of fruit and vegetables. Body satisfaction was a protective factor against sedentary lifestyle. Students who reported weight loss intention were less likely to be in high–health-risk behavior groups (low consumption of fruit and vegetables; sedentary lifestyle; tobacco and alcohol use). Self-perception as overweight had detrimental associations, while body satisfaction was a protective factor for a healthy lifestyle. Weight loss intention still requires rigorous analysis due to inconsistencies in the literature. The complexity of the relationship between body image and obesity needs to be highlighted. Multicomponent strategies are required to control the global obesity pandemic.
- Research Article
2
- 10.1016/j.rppede.2015.08.011
- Aug 28, 2015
- Revista Paulista de Pediatria (English Edition)
ObjectiveTo analyze the prevalence and factors associated with the co-occurrence of health risk behaviors in adolescents. MethodsA cross-sectional study was performed with a sample of high school students from state public schools in Pernambuco, Brazil (n=4207, 14–19 years old). Data were obtained using a questionnaire. The co-occurrence of health risk behaviors was established based on the sum of five behavioral risk factors (low physical activity, sedentary behavior, low consumption of fruits/vegetables, alcohol consumption and tobacco use). The independent variables were gender, age group, time of day attending school, school size, maternal education, occupational status, skin color, geographic region and place of residence. Data were analyzed by ordinal logistic regression with proportional odds model. ResultsApproximately 10% of adolescents were not exposed to health risk behaviors, while 58.5% reported being exposed to at least two health risk behaviors simultaneously. There was a higher likelihood of co-occurrence of health risk behaviors among adolescents in the older age group, with intermediate maternal education (9–11 years of schooling), and who reported living in the driest (semi-arid) region of the state of Pernambuco. Adolescents who reported having a job and living in rural areas had a lower likelihood of co-occurrence of risk behaviors. ConclusionsThe findings suggest a high prevalence of co-occurrence of health risk behaviors in this group of adolescents, with a higher chance in five subgroups (older age, intermediate maternal education, the ones that reported not working, those living in urban areas and in the driest region of the state).
- Supplementary Content
33
- 10.2147/prbm.s40461
- Feb 15, 2014
- Psychology Research and Behavior Management
BackgroundPrevious literature has asserted that family meals are a key protective factor for certain adolescent risk behaviors. It is suggested that the frequency of eating with the family is associated with better psychological well-being and a lower risk of substance use and delinquency. However, it is unclear whether there is evidence of causal links between family meals and adolescent health-risk behaviors.PurposeThe purpose of this article is to review the empirical literature on family meals and adolescent health behaviors and outcomes in the US.Data sourcesA search was conducted in four academic databases: Social Sciences Full Text, Sociological s, PsycINFO®, and PubMed/MEDLINE.Study selectionWe included studies that quantitatively estimated the relationship between family meals and health-risk behaviors.Data extractionData were extracted on study sample, study design, family meal measurement, outcomes, empirical methods, findings, and major issues.Data synthesisFourteen studies met the inclusion criteria for the review that measured the relationship between frequent family meals and various risk-behavior outcomes. The outcomes considered by most studies were alcohol use (n=10), tobacco use (n=9), and marijuana use (n=6). Other outcomes included sexual activity (n=2); depression, suicidal ideation, and suicide attempts (n=4); violence and delinquency (n=4); school-related issues (n=2); and well-being (n=5). The associations between family meals and the outcomes of interest were most likely to be statistically significant in unadjusted models or models controlling for basic family characteristics. Associations were less likely to be statistically significant when other measures of family connectedness were included. Relatively few analyses used sophisticated empirical techniques available to control for confounders in secondary data.ConclusionMore research is required to establish whether or not the relationship between family dinners and risky adolescent behaviors is an artifact of underlying confounders. We recommend that researchers make more frequent use of sophisticated methods to reduce the problem of confounders in secondary data, and that the scope of adolescent problem behaviors also be further widened.
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