Grade-Level Differences in the Profiles of Substance Use and Behavioral Health Problems: A Multi-Group Latent Class Analysis.

We investigated associations between polysubstance use and behavioral problems among adolescents. Because substance use becomes more developmentally normative with age, we examined whether polysubstance use was less likely to co-occur with behavioral problems among older (vs. younger) adolescents. Using data from a nationally representative survey of US high school students, we compared the association between polysubstance use (i.e., use of alcohol, cannabis, tobacco/nicotine, and illicit drugs) and behavioral problems (i.e., suicide attempts, depressive symptoms, poor school performance, and sexual risk behaviors) by grade level. We conducted latent class analysis (LCA) to characterize patterns of polysubstance use, and multi-group LCA to estimate invariance by grade. Among the three latent classes that emerged, classes were distinguished by having low, moderate, and high probabilities for behavior problems and use of substances. Class I comprised 52% of the sample, whereas classes II and III comprised 35% and 12% of the sample, respectively. The multi-group LCA showed that younger adolescents had a higher relative probability of co-occurring problem behaviors and polysubstance use. Findings may be helpful in targeting screening and prevention efforts of high school students by grade. Specifically, our results provide evidence that associations between behavioral problems and alcohol/drug use are weaker in later high school grades, suggesting that substance use may not be a weaker marker of behavioral problems for students in higher grades.

The association of parentification indicators with substance use patterns among military-connected adolescents.

Military-connected youths are a vulnerable population exposed to a unique set of stressors, which may put them at increased risk for adverse mental and behavioral health outcomes, compared to their civilian counterparts. Among military-connected adolescents, emotional and instrumental parentification are mechanisms hypothesized to account for negative outcomes, including substance use. However, parentification may be protective in some cultures and has not been examined in the military population. Data were drawn from 1,441 7th-, 9th-, and 11th-graders who had a parent in the military and completed the 2013 California Healthy Kids Survey. Latent class analysis was used to examine patterns of instrumental parentification indicators among military-connected youths and associated patterns of substance use. Military-connected students in the high parentification class were significantly less likely to be in the frequent polysubstance using class (odds ratio = 0.376, 95% confidence interval [0.180, 0.782]). Findings suggest that experiences of instrumental parentification, including having more responsibilities at home, being more independent, and being able to solve problems better than peers, may be protective. For military-connected youths, these skills, developed in the context of their families, may translate to better coping with other stressful situations. Professionals may be able to build on these strengths and develop adaptive coping strategies to support military-connected youths in managing the stressors of wartime military life. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Adolescent Relationship Abuse, Gender Equitable Attitudes, Condom and Contraception Use Self-Efficacy Among Adolescent Girls.

Introduction: Experiencing adolescent relationship abuse (ARA) negatively impacts sexual health and influences risk behaviors of adolescent girls. ARA may be associated with more inequitable gender attitudes among girls, a potentially modifiable factor in violence prevention. This study examines the association among gender equitable attitudes, experiences of ARA, and sexual behaviors among girls participating in Sisterhood 2.0, a community-based violence prevention program implemented in low resource neighborhoods. Methods: Data were from baseline surveys collected for Sisterhood 2.0 implemented in Pittsburgh, PA. Participant demographics, gender equitable attitudes, self-efficacy to use condoms with partners, and self-efficacy to select appropriate contraception were assessed. A latent class analysis (LCA) estimated probability of responses to nine indicators, including sexual behavior self-efficacy and violence. Multigroup LCA by grade (9-12) was also estimated and analyses were performed with SAS V9.4. Results: Female-identified adolescents ages 13-19 (n = 246) were primarily Black (75%) and evenly distributed across grade in school. Sixty-five percent reported emotional relationship abuse and 31% reported physical abuse within the previous nine months. A three-class solution was best fitting for the LCA. Experiences of violence were related to less equitable gender attitudes, being sexually active, and lower condom and contraception self-efficacy. Younger participants who were sexual minorities with less educated heads of household had more experiences with ARA and less equitable gender attitudes. Discussion: Gender equitable attitudes were lower in adolescent girls with greater experiences of ARA and worse condom and contraception self-efficacy. Integrating discussions about healthy sexual relationships and gender equity may be salient factors in violence prevention.

Maladaptive coping among military-connected adolescents: Examining combined risk using QCA.

Introduction: Military-connected students in public schools face a unique set of stressors that may impact their wellbeing and academic functioning. Methods: Twenty-four youth in the 7th to 12th grades who had an active-duty parent (mother or father) serving in the U.S. Armed Forces were interviewed. Participants completed a qualitative interview while actively completing a Life History Calendar (LHC) to mark deployment and family military service milestones and discuss how they impacted the youth respondent. This study used Qualitative Comparative Analysis (QCA) to explore the interplay and combination of specific stressors related to relocation and deployment experiences among adolescents, and to determine key factors associated with maladaptive outcomes. Results: The results of the QCA analysis identified bullying experiences and negative experiences with other military-connected youth as conditions that are associated with maladaptive coping. Discussion: Chronic and acute stressors in adolescence are established risk factors for mental, emotional, and behavioral problems in the short and long-term including suicidality, substance use and abuse, and substance use disorders. Through qualitative inquiry we were able to identify specific contextual details related to maladaptive coping that can be used to further refine areas of focus for research, prevention, and interventions for military-connected adolescents.

Racial/Ethnic Inequities in Adverse Childhood Experiences and Selected Health-Related Behaviors and Problems Among Maryland Adolescents.

We examined racial/ethnic inequities in the prevalence of adverse childhood experiences (ACEs) and examined the association between ACEs and selected health-related behaviors and problems. Data for this cross-sectional study come from the 2018 Maryland Youth Risk Behavior Survey/Youth Tobacco Survey, a statewide survey of high school students (n = 40,188). ACEs included caregiver verbal abuse and household food insecurity, substance use or gambling, mental illness, and involvement with the criminal justice system. We estimated the prevalence of ACEs overall and by race/ethnicity, and then used multiple logistic regression to determine associations between ACEs and emotional/behavioral problems, adjusting for race/ethnicity. Outcome variables included emotional distress, poor school performance, suicidal ideation, fighting, alcohol use, and marijuana use. More than one fifth of students reported each individual ACE. Differences in the prevalence of ACEs by race/ethnicity were statistically significant (p < .001). More than one fourth (25.8%) reported one of the five ACEs, 15.1% reported two, and 15.4% reported three or more. For each ACE, reporting having experienced it (vs. not) was associated with a >30% higher prevalence for each of the outcome variables. Among students who reported three or more ACEs (relative to none), the odds of emotional distress and suicidal ideation were more than 8 times greater. Among Maryland adolescents, ACEs are common, are inequitably distributed by race/ethnicity, and are strongly linked to behavioral health. Findings suggest the need to monitor ACEs as a routine component of adolescent health surveillance and to refocus assessment and intervention toward "upstream" factors that shape adolescent health.

Polytobacco use among a nationally-representative sample of black high school students.

BACKGROUND: Studies of the patterns of polytobacco use have increased. However, understanding the patterns of using multiple tobacco products among Black adolescents is minimal. This study identified the patterns of polytobacco use among U.S. Black adolescents. METHODS: Latent class analysis (LCA) was used to identify patterns of adolescent polytobacco use among a representative sample of Black youth from the 2017 Youth Risk Behavior Survey (n = 2782). Ever and recent (past 30 day) use of cigarettes, electronic cigarettes, cigars, and dip or chewing tobacco were used as latent class indicators. Multinomial regression was conducted to identify the association if smoking adjusting for sex, age, grade, and marijuana use. RESULTS: Most students were in the 9th grade (29%), e-cigarette users (21%) and were current marijuana users (25%). Three profiles of tobacco use were identified: Class 1: Non-smokers (81%), Class 2: E-cigarette Users (14%), and Class 3: Polytobacco Users (5%). Black adolescent Polytobacco users were the smallest class, but had the highest conditional probabilities of recent cigarette use, e-cigarette use, ever smoking cigars or chewing tobacco. Ever and current use of marijuana were associated with increased odds of being in the e-cigarette user versus non-smoker group, and current marijuana use was associated with increased odds of polytobacco use (aOR = 24.61, CI = 6.95-87.11). CONCLUSIONS: Findings suggests the need for targeted interventions for reducing tobacco use and examining the unique effects of polytobacco use on Black adolescents. Findings confirm a significant association of marijuana use with tobacco use.

Mental Health Outcomes Associated with Risk and Resilience among Military-Connected Youth.

The present study aimed to describe patterns of risk and protective factors affecting U.S. Army families and their association with mental health diagnoses among military-connected children. Wartime military service is associated with increased adverse outcomes for military-connected youth, but few studies have explored the impact of concurrent risk and access to protective factors. Using big data methods to link existing datasets, protective factors (e.g., marital and family functioning) were drawn from a voluntary survey completed by 1,630 US Army spouses. Risk factors (e.g., parent mental health, family moves, deployment) were drawn from Department of Defense (DoD) archival data. Rates of mental health diagnoses among youth were derived from DoD healthcare records. Using the three-step method of latent profile analysis, five profiles emerged with variability across risk and protective factors. The largest group (40% of the sample) had considerable protective factors and limited risk exposure. Statistically significant differences in the prevalence of mental health diagnoses among military-connected youth were observed across profiles (χ2  = 30.067, df = 4, p < .001), with the highest rates (31.1% and 30.5%) observed in the two profiles with the lowest protective factors. Findings suggest most military families are faring well and highlight the importance of a thorough assessment that evaluates both the stressors military families face and the strengths they possess.

el presente estudio tuvo como finalidad describir los patrones de riesgo y los factores protectores que afectan a las familias del Ejército de los Estados Unidos y su asociación con los diagnósticos de salud mental entre niños relacionados con los militares. El servicio militar en tiempos de guerra está asociado con mayores consecuencias adversas para los jóvenes relacionados con los militares, pero pocos estudios han analizado el efecto del riesgo simultáneo y el acceso a los factores protectores. Utilizando métodos de datos masivos para conectar conjuntos de datos existentes, se extrajeron los factores protectores (p. ej.: funcionamiento familiar y conyugal) de una encuesta voluntaria contestada por 1630 cónyuges de militares del Ejército de los Estados Unidos. Los factores de riesgo (p. ej.: la salud mental de los padres, las mudanzas familiares, las comisiones) se obtuvieron de los datos de archivo del Departamento de Defensa (DoD). Los índices de los diagnósticos de salud mental entre los jóvenes se extrajeron de los expedientes de asistencia sanitaria del DoD. Utilizando el método de tres pasos del análisis de perfiles latentes, surgieron cinco perfiles con variabilidad entre los factores de riesgo y los factores protectores. El grupo más grande (el 40% de la muestra) tuvo factores protectores considerables y una exposición a riesgos limitada. Se observaron diferencias estadísticamente significativas en la prevalencia de diagnósticos de salud mental entre los jóvenes relacionados con los militares en los perfiles (χ2 = 30.067, df = 4, p < .001), y los índices más altos (31.1% and 30.5%) se observaron en los 2 perfiles con factores protectores más bajos.Los resultados sugieren que la mayoría de las familias militares se encuentran bien y destacan la importancia de una evaluación exhaustiva que evalúe tanto los factores desencadenantes de estrés que enfrentan las familias de militares como las fortalezas que poseen.

Mental health outcomes associated with profiles of risk and resilience among U.S. Army spouses.

The current study examined patterns of risk and protective factors among military families and associations with mental health diagnoses among U.S. Army spouses. Spouses (N = 3,036) completed a survey of family psychosocial fitness, which informed protective factors including coping, family cohesion, and social support. Survey results were linked with Department of Defense archival data, which provided information on military-specific risks, including relocation, deployments, and reunification, as well as mental health care diagnoses. The three-step method of latent profile analysis identified six profiles, suggesting significant heterogeneity in military families with respect to their access to resources and exposure to risk. The largest profile of families (40.48% of the sample) had limited risk exposure and considerable strengths. Variability in risk and protection across profiles was associated with statistically significant differences in the prevalence of mental health diagnoses among spouses (χ² = 108.968, df = 5, p < .001). The highest prevalence of mental health diagnoses among Army spouses (41.2%) was observed in the profile with the lowest levels of protective factors. Findings point to the importance of evaluating both concurrent risk and protective factors. Increasing access to resources may be a fruitful avenue for prevention among military families that are struggling. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Preliminary Psychometrics and Potential Big Data Uses of the U.S. Army Family Global Assessment Tool.

The purpose of the present study is to explore the psychometric properties of the U.S. Army's Family Global Assessment Tool (GAT), which assesses the psychosocial fitness of Army families. With data from 1,692 Army spouses, we examined the structure, reliability and validity of the GAT, using confirmatory factor analysis (CFA) and two validity studies. Fifty-three items and 9 factors were retained following CFA. This model provided a good fit, and scales demonstrated strong internal consistency. Bivariate correlations and results from a theoretically driven model provide preliminary evidence of validity. Findings support the usefulness of the GAT for measuring psychosocial fitness of Army spouses.

Children's Health Insurance Status and Emergency Room Utilization: An Examination of Complex Survey Data.

Since the Children's Health Insurance Program's passage into law in 1997, the program has increased in cost to over $15 billion in recent years. Emergency room usage has also increased throughout the United States, leading to nationwide issues in overcrowding and surges in service costs. This study seeks to examine emergency room utilization of children insured under Children's Health Insurance Program to determine if Children's Health Insurance Program enrollees use the emergency room more or less frequently than their privately insured counterparts. The data used in this study were from the 2017 National Health Interview Survey. SAS statistical software was used to conduct a multinomial regression assessing the relationship between insurance type (private v. Children's Health Insurance Program) and frequency of emergency room utilization over the last 12 months. The analysis results indicate no statistically significant difference between Children's Health Insurance Program insured and privately insured children in terms of frequency of emergency room utilization and suggest a need to explore other factors that more directly influence Children's Health Insurance Program costs.

Understanding Community-based HIV/AIDS Service Organizations: An Invaluable Source of HPV-related Cancer Information for At-risk Populations.

To describe non-clinical HIV service providers (NCHSPs) as surrogate seekers and health information mavens for people living with HIV (PLWH), men who have sex with men (MSM), and other vulnerable populations.In May/June 2016, we recruited 30 NCHSPs from three community-based HIV/AIDS service organizations. NCHSPs completed a 118-item self-administered, paper-and-pencil survey about HPV, cancer, and health communication. Data were analyzed using Stata/SE 14.1.Almost all (97%) NCHSPs were surrogate seekers and had looked for HIV/AIDS (97%), STD (97%), and cancer (93%) information. Most (60%) cancer information seekers had looked for information about HPV. The Internet (97%) and healthcare providers (97%) were health information sources almost all NCHSPs trusted. Nearly all NCHSPs (93%) were completely or very confident about their ability to find health information. The mean health information mavenism score (17.4 ± 2.1) was significantly higher than the scale's high-score cutoff (15.0) (p < 0 .001).NCHSPs look for and share health information with the vulnerable populations (e.g., PLWH, MSM) they serve. More research is needed to understand what NCHSPs' know and think about the health information they are sharing with vulnerable populations.

Social determinants of hypertension and type-2 diabetes in Kenya: A latent class analysis of a nationally representative sample.

INTRODUCTION: Cardiovascular disease is among the leading causes of death in Kenya and type II diabetes (T2D) is a growing chronic health concern in the country. However, a gap exists in examining how demographic and social characteristics coalesce to identify individuals at high risk for hypertension and/or T2D in Kenya. The current study examined demographic typologies associated with self-report diagnoses. METHODS: Nationally representative cross-sectional study using 43,898 individuals from the Kenya Demographic and Health Survey 2014. Main Outcome Measures were self-reported Hypertension and Type 2 Diabetes diagnosis. Descriptive analyses were conducted using STATA 14. Latent class analysis (LCA) was conducted using Mplus 7.4. RESULTS: Approximately 5% reported hypertension and 1% reported T2D. Latent class analysis suggested a 4-class solution. The class with the highest likelihood to report previous diagnosis of hypertension (10.4%), consisted of high proportion of married adult women. The second highest prevalence of previous diagnosis of hypertension (4.4%) consisted of a high proportion of married middle aged men with high probability of being smokers. The results suggest that Kenyan women over 30 years may be at increased risk of hypertension compared to men. Future studies should include additional socio-demographic and behavioral characteristics to better understand gender differences in correlates for hypertension to be used for targeted and tailored health promotion-interventions.

A latent class analysis of the co-occurrence of sexual violence, substance use, and mental health in youth.

Purpose: The purpose of this study was to understand co-occurrence of sexual violence, substance use, and mental health in youth and see if there are differences in experiences among sexual identities, races, and genders. Methods: The 2017 Youth Risk Behavior Survey sampled 14,638 high school students. Latent class analysis was used to understand the relationship between incidence of sexual violence, substance use, and depression and suicidality in a nationally representative sample. The model controlled for demographic and bullying covariates. Results: A four-class solution provided optimal fit. Classes were low risk (51.8%); low violence, frequent substance use, and high depression and suicidal ideation (29.7%); experienced violence and moderate mental health issues(5.1%); and some violence, high substance use, and high depression and suicidal ideation (13.4%). Youth who identified as sexual minority youth were almost 2.5-5 times more likely to be in the three higher risk classes than their heterosexual peers. Those who identified as "I don't know" were almost 3 times more likely to be in the three higher risk classes than heterosexual youth. Multiracial youth had higher likelihood of being in the three riskier classes compared to Caucasian youth. Females were 2.5 and 3 times more likely to be in the low violence and some violence classes compared to males. Conclusion: The study's finding distinct classes of co-occurring behavioral and mental health outcomes fill gaps in the current literature and informs practitioners that LGB youth and bi/multiracial youth were at an elevated risk of co-occurring victimization, substance use, and mental health problems.

Identifying Syndemics for Sexually Transmitted Infections Among Young Adults in the United States: A Latent Class Analysis.

PURPOSE: Syndemic theory suggests that the convergence of social, environmental, and ecological factors can interact to exacerbate behavioral health problems and are often intensified by social conditions and disparities. This study used latent class analysis (LCA) to determine gender and racial/ethnic specific classes for sexually transmitted infection (STI) risk. METHODS: LCA included 18 measured socioeconomic, depression, substance use, and sexual behavioral variables from 1,664 young adults ages 18-25 in the NHANES. Models were stratified by gender and then by race/ethnicity. Logistic regression determined associations between latent class membership and testing positive for one or more STIs (Chlamydia trachomatis, HIV or herpes simplex virus-II). For each stratified analysis, classes with the lowest probability of reported risk factors in the LCA were the reference groups. RESULTS: Class 3 in females (highest probability of reporting both socioeconomic and behavioral factors) and class 3 in males (majority behavioral factors) had increased odds of STI (females: OR = 2.7, 95% CI 1.6-4.5; males: OR 2.5, 95% CI 1.3-4.6). By race for females, depression (highest in Hispanics), poverty, and less educated households (highest in blacks and Hispanics) were evident in classes associated with STI. Class 1 black males (majority behavioral factors) had a higher odds of STI compared with low risk white males (OR = 16.4 95% CI 3.7-72.0) However, no other associations were observed among males. CONCLUSIONS: Risk patterns for STI differed by gender and race/ethnicity. Consistent with syndemic theory, effective STI interventions need to address socioeconomic factors and mental health rather than individual behaviors, particularly for minority women.

Psychological Distress Behavioral Patterns Among Latinos: We Don't See Ourselves as Worthless.

A cross-sectional study of 4921 Latinos from the National Health Interview Survey was conducted to examine behavioral patterns of psychological distress among Latinos. Latent class analysis was used to ascertain psychological distress behavioral profiles among Latinos. Analysis revealed four latent classes of distress, which included moderate psychological distress (13.6%); mild sadness, nervousness, and restlessness (13.0%); high psychological distress (2.8%); and no psychological distress (70.7%). Worthlessness, a widely-accepted dimension of distress, was not a significant behavioral trait. Results from the present study suggest that underlying cultural elements affect the subjective interpretations of symptoms reported by Latinos. These findings highlight distress profiles among Latinos and the possibility of overlooking behaviors that are uniquely indicative of distress, potentially leading to the underreporting of serious psychological distress in this population. Furthermore, these findings shed light on other paradoxical issues impacting the mental health of Latinos.

Latent Classes of Sexual Positioning Practices and Sexual Risk Among Men Who Have Sex with Men in Paris, France.

HIV/STI risk varies by sexual positioning practices; however, limited data have characterized the behavioral profiles of men who have sex with men (MSM) in France. This study used latent class analysis (LCA) to explore sexual risk profiles among MSM in Paris, France. LCA was used to classify sexual positioning and serosorting profiles among MSM in Paris (n = 496). Age, HIV status, relationship status, substance use, group sex, and PrEP history were used in a multinomial regression model predicting class membership. Three latent classes were identified: majority top/serosorters, versatile/low partners, and majority bottom/some serosorters. Majority top/serosorters had the highest probability of condomless serosorting; majority bottom/some serosorters had the highest mean number of partners (~ 12 partners) for condomless receptive anal intercourse. HIV-positive MSM were more likely to be classified as majority bottom/some serosorters than versatile/low partners (AOR 7.61; 95% CI 2.28, 25.3). Findings support the need for tailored and targeted interventions for highest-risk individuals.

HIV Testing and Healthcare Utilization Among U.S. African-American Women.

A severe HIV/AIDS disparity exists for U.S. African-American women. Although HIV testing and healthcare engagement are paramount to HIV prevention and community health, many African-American women do not test for HIV or optimize healthcare services. To unpack the relationship between HIV testing and healthcare utilization among African-American women, latent class analysis (LCA) was used among a national, representative sample from the 2014 National Health Interview Survey to assess subgroup profiles of African-American women regarding HIV testing and healthcare utilization behaviors. This study also explored the covariates predicting latent class membership: age, income, cost of living worry, and healthcare service satisfaction. LCA identified three subgroups of U.S. African-American women: (a) Moderate HIV testing/Low healthcare utilization, (b) Moderate HIV testing/High healthcare utilization, and (c) No HIV testing/High healthcare utilization. Future HIV prevention interventions should be tailored to specific subgroups of African- American women based on HIV testing behaviors and healthcare use and experiences.

Depression and Alcohol Use in a National Sample of Hispanic Adolescents.

BACKGROUND: Underage alcohol use and depression remain public health concerns for Hispanic adolescents nationwide. OBJECTIVES: The study purpose was to identify the profiles of depression among Hispanic adolescents who reported experiencing depressive symptoms in their lifetime and classify them into groups based on their symptoms. Based on classifications, we examined the relationship between past year alcohol use and severity of depressive symptoms while controlling for sex and age. METHODS: A secondary analysis of the 2013 NSDUH was conducted among Hispanic adolescents from 12 to 17 years of age (n = 585) who reported experiencing depressive symptoms. Latent class analysis was used to identify latent classes of depressive symptoms among Hispanic adolescents. A zero-inflated negative-binomial regression model was used to examine the relationship between alcohol use and depressive symptoms. RESULTS: "High depressive" and "moderate depressive" classes were formed. The items that highly differentiated among the groups were felt worthless nearly every day, others noticed they were restless or lethargic, and had changes in appetite or weight. There was a significant difference (p = 0.03) between the classes based on alcohol use; those in the moderate depressive class were 1.71 times more likely to be identified as not reporting past alcohol use. Results indicated the high depressive class was estimated to have 1.62 more days of past year alcohol use than those in the moderate depressive class for adolescents who used alcohol (p < 0.001). Conclusions/Importance: Study findings can be used to address these significant public health issues impacting Hispanic adolescents. Recommendations are included.