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The Addictions Neuroclinical Assessment (ANA) is a neurobiologically-informed framework designed to understand the etiology and heterogeneity of Alcohol Use Disorder (AUD). Previous studies validated the three neurofunctional domains of ANA: Incentive Salience (IS), Negative Emotionality (NE) and Executive Function (EF) using secondary data. The present cross-sectional observational study assessed these domains in an independent, prospective clinical sample. Adults across the drinking spectrum (N = 300) completed the ANA battery, a standardized collection of behavioral tasks and self-report assessments. Factor analyses were used to identify latent factors underlying each domain. Associations between identified domain factors were evaluated using structural equation models. Receiver operating characteristics analyses were used to determine factors with the strongest ability to classify individuals with problematic drinking and AUD. We found (1) two factors underlie the IS domain: alcohol motivation and alcohol insensitivity. (2) Three factors were identified for the NE domain: internalizing, externalizing, and psychological strength. (3) Five factors were found for the EF domain: inhibitory control, working memory, rumination, interoception, and impulsivity. (4) These ten factors showed varying degrees of cross-correlations, with alcohol motivation, internalizing, and impulsivity exhibiting the strongest correlations. (5) Alcohol motivation, alcohol insensitivity, and impulsivity showed the greatest ability in classifying individuals with problematic drinking and AUD. Thus, the present study identified unique factors underlying each ANA domain assessed using a standardized assessment battery. These results revealed additional dimensionality to the ANA domains, bringing together different constructs from the field into a single cohesive framework and advancing the field of addiction phenotyping. Future work will focus on identifying neurobiological correlates and identifying AUD subtypes based on these factors.
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Alcoholismo , Función Ejecutiva , Motivación , Pruebas Neuropsicológicas , Humanos , Masculino , Femenino , Adulto , Estudios Transversales , Alcoholismo/fisiopatología , Alcoholismo/psicología , Función Ejecutiva/fisiología , Persona de Mediana Edad , Estudios Prospectivos , Conducta Impulsiva/fisiología , Adulto Joven , Conducta Adictiva/psicología , Conducta Adictiva/fisiopatología , Emociones/fisiología , Análisis FactorialRESUMEN
OBJECTIVES: Alcohol use disorder (AUD) is a global health problem with significant negative consequences, including preventable deaths. Although olfactory dysfunction is associated with chronic alcohol drinking, the relationship among specific types of olfactory deficits, depressive symptoms, and problematic drinking remains to be explored. Here, we examined the prevalence of olfactory distortion (parosmia) and hallucination (phantosmia) and assessed their associations with problematic drinking and depressive symptoms. METHODS: In April-June 2022, 250 participants across the spectrum of AUD were recruited for assessment in the National Institute on Alcohol Abuse and Alcoholism COVID-19 Pandemic Impact on Alcohol study. Surveys covered self-reported olfactory function, depressive symptoms, and problematic drinking, with key measures assessed, including the Alcohol Use Disorders Identification Test and the Patient Health Questionnaire. Predictors in the analysis included parosmia and phantosmia, with covariates comprising age, sex, socioeconomic status, race, ethnicity, COVID-19 infection status, and smoking status. RESULTS: Among 250 individuals, 5.2% experienced parosmia and 4.4% reported phantosmia. Parosmia was associated with higher Alcohol Use Disorders Identification Test scores (ß = 7.14; 95% confidence interval = 3.31, 10.96; P < 0.001), whereas phantosmia was linked to higher Patient Health Questionnaire scores (ß = 3.32; 95% confidence interval = 0.22, 6.42; P = 0.03). These associations persisted in both the full sample and the subset of participants without COVID-19. CONCLUSIONS: Our study highlights strong existing links among olfactory deficits, problem drinking, and depressive symptoms, underscoring the need to assess smell impairments in clinical settings. Future research should explore these connections further to develop new treatments for individuals with AUD and depression.
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This study examined the effects of alcohol use disorder (AUD) and treatment history on changes in loneliness, social support, and mental health symptoms from before to during the pandemic, and tested loneliness and social support as mediators of the AUD-mental health associations. Participants (n = 427) enrolled in the NIAAA COVID-19 Pandemic Impact on Alcohol Study were categorized into three groups: healthy control (62.3%), nontreatment AUD (14.1%), and treatment AUD (23.7%). Multilevel generalized linear models were conducted to examine changes in loneliness, social support, and mental health symptoms by group. Path analyses tested the mediating roles of loneliness and social support. Loneliness increased during the pandemic, especially in the nontreatment AUD group. Social support decreased in the healthy control and AUD treatment group. Anxiety and depressive symptoms increased in the nontreatment AUD group. Individuals with a history of AUD regardless of treatment history reported greater loneliness, which was linked to higher anxiety and depressive symptoms. Loneliness, but not social support, mediated the AUD-mental health associations. Psychosocial interventions aimed at increasing positive social engagement among individuals with AUD may help alleviate feelings of loneliness and mitigate mental health symptoms. Study findings can also help improve preparedness for future public health crises.
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Alcoholismo , COVID-19 , Humanos , Alcoholismo/epidemiología , Pandemias , Salud Mental , Soledad , Apoyo Social , Ansiedad/epidemiología , Depresión/epidemiologíaRESUMEN
OBJECTIVE: To identify latent classes of positive coping behaviors during the COVID-19 pandemic and examine associations with alcohol-related and mental health outcomes across participants with and without a history of alcohol use disorder (AUD). METHODS: Baseline data from 463 participants who were enrolled in the NIAAA COVID-19 Pandemic Impact on Alcohol (C19-PIA) Study were analyzed. Latent class analysis (LCA) was applied to five positive coping behaviors during COVID-19: taking media breaks, taking care of their body, engaging in healthy behaviors, making time to relax, and connecting with others. Latent class differences and the moderating role of history of AUD on six alcohol-related and mental health outcomes were examined using multiple regression models. RESULTS: LCA revealed two latent classes: 83.4% High Positive Coping and 16.6% Low Positive Coping. Low Positive Coping was associated with higher levels of perceived stress, anxiety symptoms, and loneliness. A history of AUD was consistently associated with higher levels of alcohol-related and mental health outcomes. Significant interactions between Coping Latent Classes and history of AUD indicated that the associations of Low Positive Coping with problematic alcohol use, depressive symptoms, and drinking to cope motives were either stronger or only significant among individuals with a history of AUD. CONCLUSIONS: Individuals with a history of AUD may be particularly vulnerable to depressive symptoms and alcohol-related outcomes, especially when they do not utilize positive coping strategies. The promotion of positive coping strategies is a promising avenue to address alcohol-related and mental health problems during a public health crisis and warrants future research.
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Alcoholismo , COVID-19 , Humanos , Adaptación Psicológica , Análisis de Clases Latentes , Pandemias , COVID-19/epidemiología , Alcoholismo/complicaciones , Alcoholismo/epidemiología , Alcoholismo/psicología , Conductas Relacionadas con la Salud , Evaluación de Resultado en la Atención de SaludRESUMEN
ABSTRACT: The associations between social support and stress with internalizing symptoms (depressive symptoms and hopelessness) and hazardous drinking were tested in an inpatient sample of suicidal military personnel. Baseline data from a randomized clinical trial were analyzed. Different sources of support and stressors in the social context of military personnel were differentially linked to internalizing symptoms and hazardous drinking. In the full sample ( n = 192), family and nonfamily support were both inversely associated with internalizing symptoms but not hazardous drinking. Family stress was positively associated with internalizing symptoms. In a subsample of service members who had a history of deployment ( n = 98), postdeployment social support was protective against internalizing symptoms, whereas deployment harassment was associated with increased odds of hazardous drinking. Results underscore the need for assessment of various dimensions of social support and stress to guide case formulation and optimize strategies to support patients' mental well-being and adaptive coping.
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Personal Militar , Trastornos por Estrés Postraumático , Humanos , Ideación Suicida , Pacientes Internos , Salud Mental , Apoyo SocialRESUMEN
BACKGROUND: Management of cirrhosis is challenging and has been complicated by the COVID-19 pandemic due to decreased access to care, increased psychological distress, and alcohol misuse. Recently, The National Institute on Alcohol Abuse and Alcoholism has broadened the definition of recovery from alcohol use disorder to include quality of life (QoL) as an indicator of recovery. This study examined the associations of alcohol-associated cirrhosis etiology and problematic drinking with liver disease QoL (LDQoL). METHODS: Patients with cirrhosis (N=329) were recruited from 3 sites (63% from 2 Veterans Affairs Health Care Systems and 37% from 1 safety net hospital) serving populations that are economically or socially marginalized. Cirrhosis etiology was ascertained by chart review of medical records. Problematic drinking was defined by ≥8 on the Alcohol Use Disorders Identification Test. Multivariable general linear modeling adjusting for age, sex, race/ethnicity, site, pandemic-related stress, and history of anxiety/depressive disorder were conducted. Sensitivity analyses further adjusted for indicators of liver disease severity. RESULTS: Participants were on average 64.6 years old, 17% female, 58% non-White, 44% with alcohol-associated cirrhosis, and 17% with problematic drinking. Problematic drinking was significantly associated with worse LDQoL scores in the overall scale and in the memory/concentration and health distress subscales. These associations remained significant after adjusting for indicators of liver disease severity, including Model for End-Stage Liver Disease-Sodium score and decompensated cirrhosis status. CONCLUSIONS: Among patients with cirrhosis, problematic drinking was associated with worse LDQoL, especially in the domains of memory/concentration and health distress. Assessment and awareness of cognitive deficits and negative emotionality within the context of cirrhosis and problematic drinking may help clinicians provide better integrated care for this population.
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Alcoholismo , Enfermedad Hepática en Estado Terminal , Humanos , Femenino , Persona de Mediana Edad , Masculino , Calidad de Vida/psicología , Alcoholismo/complicaciones , Alcoholismo/epidemiología , Pandemias , Índice de Severidad de la Enfermedad , Cirrosis Hepática/epidemiología , Cirrosis Hepática/complicaciones , EtanolRESUMEN
BACKGROUND: Suicide ideation and attempt are linked to adverse mental health outcomes, but few studies have examined their associations with quality of life (QoL). This study examined the impact of lifetime history of suicidal ideation and attempt on four QoL domains via perceived stress and problematic drinking. METHODS: Participants were drawn from the National Institute on Alcohol Abuse and Alcoholism Natural History Protocol (N = 1055), including those with no history of suicidality (78.6 %), suicidal ideation only (15.3 %), and a history of suicide attempt (6.2 %). Structural equation modeling (SEM) was utilized to test perceived stress and drinking as mediational pathways to multidimensional QoL. RESULTS: Individuals with a history of suicide ideation and/or attempt reported higher perceived stress in the past month, more problematic drinking in the past year, and lower QoL domains in the past two weeks. SEM showed significant mediation effects through dimensions of perceived stress (helplessness, lack of self-efficacy) and alcohol problems. When these mediators were considered simultaneously, the mediation effects through alcohol problems were attenuated, while several direct effects of suicidality on physical, psychological, and social QoL were weakened but remained significant. LIMITATIONS: Cross-sectional data with retrospective report of suicidality history. CONCLUSIONS: A lifetime history of suicidality was associated with lower multidimensional QoL. These associations were partially explained by stress and alcohol-related coping mechanisms such as feeling helpless or inadequate when encountering stressors and problematic drinking. Perceived stress and drinking to cope may be important intervention targets to improve QoL among those with a history of suicidality.
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Trastornos Relacionados con Alcohol , Ideación Suicida , Humanos , Calidad de Vida , Estudios Retrospectivos , Estudios Transversales , Adaptación Psicológica , Factores de RiesgoRESUMEN
Background: Fear of COVID-19 is a risk factor for anxiety and depressive symptoms. During the COVID-19 pandemic, drinking to cope with psychological distress has been proposed as a key mechanism leading to problematic drinking. The goal of this study was to test social media addiction as a mediator linking fear of COVID-19 to mental health symptoms and problematic alcohol use. Methods: In between April 6 and July 2 of 2022, 250 participants completed an online survey as part of the National Institute on Alcohol Abuse and Alcoholism COVID-19 Pandemic Impact on Alcohol Study. Path analyses were conducted to test the mediational pathways. Results: Using the polythetic classification scheme, 13.2% (n = 33) of participants were classified as having social media addiction. Compared with participants without social media addiction, participants with social media addiction spent significantly more time on social media platforms and on digital communications with a family member or friend. They also reported greater fear of COVID-19, higher anxiety symptoms, and higher depressive symptoms. Path analyses indicated that social media addiction mediated the associations of fear of COVID-19 with anxiety and depressive symptoms. Furthermore, there were indirect pathways linking fear of COVID-19 to problematic alcohol use through higher social media addiction and higher anxiety and depressive symptoms. Conclusion: Social media addiction may be a maladaptive coping mechanism that individuals with high fear of COVID-19 utilized to deal with uncertainty and perceived risks during the pandemic. Findings underscore the need to examine cognitions related to fear of COVID-19 and address excessive social media use in the context of mental health and alcohol interventions.
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OBJECTIVE: Exposure to early life stress (ELS) may lead to long-term health consequences. The Early Life Stress Questionnaire (ELSQ) is a retrospective measure of multiple ELS and their timing. Latent class analysis (LCA) has not been applied to the ELSQ and questions regarding timing are rarely explored. This study examined the effects of clustering and timing of ELS exposure on internalizing and externalizing symptoms. METHOD: Data from 1095 participants in the NIAAA Natural History Protocol were analyzed. LCA was conducted on 18 ELS items. Regression and correlational analyses examined associations of latent classes with sociodemographic variables and clinical outcomes. RESULTS: LCA revealed three classes: Class 1: Minimal ELS (54.2%), Class 2: Moderate ELS (33.2%), and Class 3: Multiple and High ELS (12.6%). Black/African American participants were more likely to be in Class 2, and participants with low household income were more likely to be in Classes 2 and 3. Family history of problematic alcohol use and individual alcohol use disorder diagnosis were linked to Classes with higher ELS exposure. Compared with Class 1, Class 2 reported higher anxiety symptoms, depressive symptoms, ADHD symptoms, and problematic drinking, and Class 3 reported the highest levels across all these outcomes. Regarding timing, earlier exposure to ELS (e.g., sustained family conflict and witnessed domestic violence) was associated with higher psychopathological symptoms. CONCLUSIONS: The ELSQ can effectively capture clustering and timing of exposure to multiple ELS. Greater and earlier exposure to ELS were positively associated with internalizing and externalizing symptoms, underscoring the need for early and well-timed intervention.
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Experiencias Adversas de la Infancia , Trastorno por Déficit de Atención con Hiperactividad , Humanos , Estrés Psicológico/epidemiología , Estudios Retrospectivos , Análisis por ConglomeradosRESUMEN
Several major alcohol theoretical frameworks postulate that people consume alcohol to attain relief from negative states. These relief experiences are consistent with the classification of alcohol as a central nervous system depressant and may reinforce drinking behaviors that sustain the addiction cycle. The present research developed and validated a multidimensional questionnaire to assess the relief effects and experiences attributed to alcohol consumption in adult drinkers. In Study 1 (N = 380), an initial set of questionnaire items representing an array of alcohol relief effects was administered, and exploratory factor analysis (EFA) was performed. A correlated four-factor structure consisting of psychological relief, interpersonal relief, sleep relief, and physical relief was exhibited. In Study 2 (N = 531), confirmatory factor analysis cross-validated the four-factor structure. In tests of convergent, discriminant, and criterion-related validities, the four alcohol relief subscales evidenced differential correlations with subscales of alcohol expectancies and alcohol affect and correlated with higher drink frequency, drink quantity, and alcohol problems. Furthermore, the overall alcohol relief scale incrementally explained alcohol use and problems beyond positive and negative alcohol expectancies and alcohol affect. The Alcohol Relief Questionnaire (ARQ) advances the conceptualization of relief as a multidimensional construct stemming from self-medication with alcohol. The measure and its subscales may be used to inform etiology, prevention, and treatment of alcohol use and misuse. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Consumo de Bebidas Alcohólicas , Trastornos Relacionados con Alcohol , Adulto , Humanos , Consumo de Bebidas Alcohólicas/psicología , Etanol , Encuestas y CuestionariosRESUMEN
The COVID-19 pandemic has influenced people's lives in diverse ways. The authors utilized latent class analysis (LCA), a person-centered approach, to examine distinct patterns of COVID-related stressors and their associations with alcohol-related, mental health, and quality of life outcomes. Participants were 463 adults who completed the baseline assessment of the National Institute on Alcohol Abuse and Alcoholism COVID-19 Pandemic Impact on Alcohol Study from June 2020 to January 2022. Using cross-sectional data, three analytic methods (continuous sum score, categorical grouping, and LCA) were applied to model 17 COVID-related stressors. Regression analyses indicated higher COVID-related stress and endorsement of four or more COVID-related stressors were generally associated with worse health-related outcomes. LCA revealed four classes: Class 1: Minimal COVID-Related Impact (51.6%); Class 2: Work Interruptions (24.8%); Class 3: Family/Friends Affected by COVID (14.5%); and Class 4: Serious Financial Stress (9.1%). Racial/ethnic minorities were more likely to be in Class 3, whereas individuals with more years of education and higher income were less likely to be in Class 4. Individuals with a history of alcohol use disorder were more likely to be in Classes 2 and 4. Compared with Class 1, Class 4 reported highest levels of perceived stress, problematic alcohol use, anxiety symptoms, depressive symptoms, alcohol craving, loneliness, drinking to cope, and lowest levels of physical, psychological, social, and environment quality of life. COVID-related stressors disproportionately affected minority and vulnerable groups. Individuals who experienced multiple financial stressors had the greatest risk for negative health-related outcomes and may benefit from holistic interventions and community outreach. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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COVID-19 , Calidad de Vida , Adulto , Humanos , Pandemias , Estudios Transversales , Salud MentalRESUMEN
BACKGROUND: Heavy alcohol consumption-associated chemosensory dysfunction is understudied, and early detection can help predict disease-associated comorbidities, especially those related to four quality of life (QOL) domains (physical, psychological, social and environment). We examined self-reports of chemosensory ability of individuals with different alcohol drinking behaviors and their association with changes in QOL domains. METHODS: Participants (n = 466) were recruited between June 2020 and September 2021 into the NIAAA COVID-19 Pandemic Impact on Alcohol study. Group-based trajectory modeling was used to categorize participants without any known COVID-19 infection into three groups (non-drinkers, moderate drinkers and heavy drinkers) based on their Alcohol Use Disorders Identification Test consumption scores at four different time points (at enrollment, week 4, week 8 and week 12). Linear mixed models were used to examine chemosensory differences between these groups. The associations between chemosensory abilities and QOL were determined in each group. RESULTS: We observed significant impairment in self-reported smell ability of heavy drinking individuals compared to non-drinkers. In contrast, taste ability showed marginal impairment between these groups. There were no significant differences in smell and taste abilities between the moderate and non-drinking groups. Heavy drinkers' impairment in smell and taste abilities was significantly associated with deterioration in their physical, psychological, social and environmental QOL. CONCLUSION: Persistent heavy drinking was associated with lower chemosensory ability. Heavy drinkers' reduced smell and taste function and association with poorer QOL indicate that early assessment of chemosensory changes may be crucial in identifying poorer well-being outcomes in heavy drinkers at risk for alcohol use disorder.
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Intoxicación Alcohólica , Alcoholismo , COVID-19 , Humanos , Calidad de Vida/psicología , Pandemias , Consumo de Bebidas Alcohólicas/psicologíaRESUMEN
PURPOSE: To determine whether peer drunkenness, parental knowledge about their adolescent's whereabouts and behaviors, and depressive symptoms contribute to sexual orientation disparities in high-risk drinking behaviors; if they do, they would be potential intervention targets. METHODS: Longitudinal survey data from 2,051 adolescents who participated in the NEXT Generation Health Study were analyzed. Latent growth curve and longitudinal path analyses were used to test for indirect effects linking sexual orientation in 11th grade (3.4% males and 8.4% females were sexual minorities) to past 30-day heavy episodic drinking (HED) over 6 years and past year high-intensity binge drinking at 4 years after high school. RESULTS: Sexual minority males were not more likely to engage in high-risk drinking than heterosexual males. In contrast, sexual minority females were more likely than heterosexual females to engage in HED when they were in 11th grade (Odds Ratio = 2.83, 95% confidence interval = 1.43, 5.61), in part because of lower parental knowledge. Sexual minority females also had higher depressive symptoms during the transition from adolescence to young adulthood, which in turn was associated with greater risk of high-intensity binge drinking in young adulthood. Peer drunkenness was a strong risk factor for HED and high-intensity binge drinking among both males and females. DISCUSSION: Sexual minority females reported lower levels of parental knowledge during adolescence and higher levels of depressive symptoms during the transition to young adulthood than heterosexual females. Both factors were associated with high-risk drinking behavior, suggesting developmentally sensitive opportunities to mitigate sexual orientation disparities in high-risk drinking.
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Intoxicación Alcohólica , Consumo Excesivo de Bebidas Alcohólicas , Minorías Sexuales y de Género , Humanos , Adolescente , Masculino , Femenino , Adulto Joven , Adulto , Consumo Excesivo de Bebidas Alcohólicas/epidemiología , Intoxicación Alcohólica/epidemiología , Conducta Sexual , Heterosexualidad , Estudios LongitudinalesRESUMEN
Objective: Quality of life (QoL) is inversely associated with alcohol misuse and is a key measure by which recovery from alcohol use disorder (AUD) might be assessed. Yet, the determinants of QoL are scarcely known. The authors examined three ways through which demographic characteristics, familial and early life factors, and psychopathology conferred risks for QoL, including unique direct effects, developmental pathways, and clinical risk Profiles. Methods: Cross-sectional data from 1095 adults (50.4% without AUD; 49.6% with AUD) who participated in the NIAAA Natural History Protocol from January 2015 to March 2022 were analyzed. Multivariable regressions, path analysis, and latent Profile analysis were conducted. Results: AUD was uniquely associated with lower QoL, and adverse effects of child maltreatment history and psychopathology symptoms on QoL were of similar or larger magnitudes. Mediation analysis indicated family history of AUD and child maltreatment history were indirectly associated with lower QoL through higher attention-deficit/hyperactivity disorder symptoms, higher depressive symptoms, and positive AUD diagnosis. Latent Profile analysis of an enriched set of clinical characteristics identified four latent Profiles capturing the full range of alcohol use behavior. Latent Profiles with greater severity of familial and early life factors, psychopathology, and problematic drinking showed dose-response associations with lower levels of physical, psychological, social, and environment QoL. Conclusions: A constellation of developmental and clinical characteristics disproportionately affects individuals with AUD and is negatively associated with QoL domains. To improve QoL, prevention and intervention need to target multiple factors, including history of child maltreatment, comorbid psychopathology, and problematic drinking itself.
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Alcoholismo , COVID-19 , Humanos , Pandemias , Calidad de Vida , Alcoholismo/diagnóstico , Alcoholismo/epidemiología , Alcoholismo/terapia , SARS-CoV-2RESUMEN
STUDY OBJECTIVES: Short sleep duration and evening chronotype are independently associated with negative health outcomes. However, it is unclear how adolescent sleep duration and chronotype are longitudinally associated with health outcomes during early adulthood. METHODS: Participants from the NEXT Generation Health Study (n = 2,783; 54.5% female) completed measures of sleep duration (scheduled day and unscheduled day) and chronotype in high school. Sleep duration, chronotype, general health, depressive symptoms, and psychosomatic symptoms were also assessed 4 years after high school. Latent variables estimated high school scheduled-day sleep duration, unscheduled-day sleep duration, and chronotype using the during high school measures. Two path analyses tested the prospective associations between high school sleep duration (separate models for scheduled and unscheduled days) and chronotype with 4 years after high school health outcomes as mediated by concurrent sleep duration and chronotype. RESULTS: In the scheduled-day model, longer high school sleep duration and later chronotype were associated with longer duration and later chronotype in early adulthood. Longer high school sleep duration was directly associated with fewer psychosomatic symptoms and indirectly associated with fewer depressive and psychosomatic symptoms through longer sleep duration in early adulthood. Later chronotype in high school was indirectly associated with poorer general health, greater depressive symptoms, and greater psychosomatic symptoms in early adulthood through later chronotype. CONCLUSIONS: Findings highlight the roles of scheduled-day sleep duration and evening chronotype in shaping health outcomes and suggest the importance of chronotype and optimal sleep habits among adolescents. CITATION: Maultsby KD, Temmen CD, Lewin D, et al. Longitudinal associations between high school sleep characteristics and young adult health outcomes. J Clin Sleep Med. 2022;18(11):2527-2536.
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Trastornos del Sueño-Vigilia , Sueño , Adolescente , Adulto Joven , Femenino , Humanos , Adulto , Masculino , Encuestas y Cuestionarios , Instituciones Académicas , Trastornos del Sueño-Vigilia/epidemiología , Evaluación de Resultado en la Atención de Salud , Ritmo CircadianoRESUMEN
BACKGROUND: As social media is a major channel of interpersonal communication in the digital age, social media addiction has emerged as a novel mental health issue that has raised considerable concerns among researchers, health professionals, policy makers, mass media, and the general public. OBJECTIVE: The aim of this study is to examine the prevalence of social media addiction derived from 4 major classification schemes (strict monothetic, strict polythetic, monothetic, and polythetic), with latent profiles embedded in the empirical data adopted as the benchmark for comparison. The extent of matching between the classification of each scheme and the actual data pattern was evaluated using sensitivity and specificity analyses. The associations between social media addiction and 2 comorbid mental health conditions-depression and anxiety-were investigated. METHODS: A cross-sectional web-based survey was conducted, and the replicability of findings was assessed in 2 independent samples comprising 573 adults from the United Kingdom (261/573, 45.6% men; mean age 43.62 years, SD 12.24 years) and 474 adults from the United States (224/474, 47.4% men; mean age 44.67 years, SD 12.99 years). The demographic characteristics of both samples were similar to those of their respective populations. RESULTS: The prevalence estimates of social media addiction varied across the classification schemes, ranging from 1% to 15% for the UK sample and 0% to 11% for the US sample. The latent profile analysis identified 3 latent groups for both samples: low-risk, at-risk, and high-risk. The sensitivity, specificity, and negative predictive values were high (83%-100%) for all classification schemes, except for the relatively lower sensitivity (73%-74%) for the polythetic scheme. However, the polythetic scheme had high positive predictive values (88%-94%), whereas such values were low (2%-43%) for the other 3 classification schemes. The group membership yielded by the polythetic scheme was largely consistent (95%-96%) with that of the benchmark. CONCLUSIONS: Among the classification schemes, the polythetic scheme is more well-balanced across all 4 indices.
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Trastorno de Adicción a Internet , Medios de Comunicación Sociales , Adulto , Trastornos de Ansiedad , Estudios Transversales , Femenino , Humanos , Masculino , PrevalenciaRESUMEN
BACKGROUND: Limited knowledge exists regarding targets for suicide-focused care among high-risk United States (U.S.) civilian and military sexual minorities. PURPOSE: This study aimed to understand the demographic and clinical characteristics of a suicidal sexual minority sample, psychiatrically hospitalized in military treatment facilities, to advance future targeted care for this vulnerable subgroup. METHODS: Secondary analysis of baseline data from a multisite psychotherapy randomized controlled trial was performed comparing those who self-identified as lesbian, gay, or bisexual (LGB; n = 39) to heterosexual participants (n = 170). RESULTS: LGB participants were more likely than heterosexual participants to be younger, female, never married, and enlisted rank. LGB participants reported significantly lower family support, higher perceived burdensomeness, lower acquired capability for suicide, and were twice as likely to report that they could not control their suicidal thoughts. LGB and heterosexual participants reported similar levels of other suicide risk indicators and similar lifetime suicidal ideation and attempt histories. CONCLUSIONS: Compared to heterosexual participants, LGB participants reported increased risk indicators for suicide yet similar lifetime suicidal ideation and attempt histories. Suicide prevention programs should address the unique needs of this vulnerable subgroup. Interventions targeting family support, perceived burdensomeness, and controllability of suicidal thoughts may be promising.
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Personal Militar , Minorías Sexuales y de Género , Adulto , Bisexualidad/psicología , Femenino , Humanos , Pacientes Internos , Ideación Suicida , Estados Unidos/epidemiologíaRESUMEN
Advances in artificial intelligence and machine learning have fueled growing interest in the application of predictive analytics to identify high-risk suicidal patients. Such application will require the aggregation of large-scale, sensitive patient data to help inform complex and potentially stigmatizing health care decisions. This paper provides a description of how suicide prediction is uniquely difficult by comparing it to nonmedical (weather and traffic forecasting) and medical predictions (cancer and human immunodeficiency virus risk), followed by clinical and ethical challenges presented within a risk-benefit conceptual framework. Because the misidentification of suicide risk may be associated with unintended negative consequences, clinicians and policymakers need to carefully weigh the risks and benefits of using suicide predictive analytics across health care populations. Practical recommendations are provided to strengthen the protection of patient rights and enhance the clinical utility of suicide predictive analytics tools.
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Inteligencia Artificial , Prevención del Suicidio , Atención a la Salud , Humanos , Aprendizaje Automático , Medición de RiesgoRESUMEN
OBJECTIVES: To determine if sexual minority adolescents have earlier onset of suicidality and faster progressions from ideation to plan and attempt than heterosexual adolescents. METHODS: A population-based longitudinal cohort of 1771 adolescents participated in the NEXT Generation Health Study. Participants reported sexual minority status (defined by sexual attraction) in 2010-2011 and retrospectively reported age at onset of suicidality in 2015-2016. RESULTS: Sexual minority adolescents (5.8% of weighted sample) had higher lifetime risk of suicide ideation (26.1% vs 13.0%), plan (16.6% vs 5.4%), and attempt (12.0% vs 5.4%) than heterosexual adolescents. Survival analyses adjusted for demographic characteristics and depressive symptoms revealed positive associations of sexual minority status with time to first onset of suicide ideation (hazard ratio [HR] = 1.77; 95% confidence interval [CI] 1.03-3.06) and plan (HR = 2.69; 95% CI 1.30-5.56). The association between sexual minority status and age at onset of suicide attempt was stronger at age <15 (HR = 3.26; 95% CI 1.25-8.47) than age ≥15 (HR = 0.59; 95% CI 0.21-1.66). The association between sexual minority status and progression from ideation to plan was stronger in the same year of first ideation (HR = 2.01; 95% CI 1.07-3.77) than ≥1 year after first ideation (HR = 1.33; 95% CI 0.26-6.77). CONCLUSIONS: Sexual minority adolescents had earlier onset of suicidality and faster progression from suicide ideation to plan than heterosexual adolescents. The assessment of sexual minority status in routine pediatric care has the potential to inform suicide risk screening, management, and intervention efforts among early sexual minority adolescents.