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Alcohol-impaired driving is a formidable public health problem in the United States, claiming the lives of 37 individuals daily in alcohol-related crashes. Alcohol-impaired driving is affected by a multitude of interconnected factors, coupled with long delays between stakeholders' actions and their impacts, which not only complicate policy-making but also increase the likelihood of unintended consequences. We developed a system dynamics simulation model of drinking and driving behaviors among adolescents and young adults. This was achieved through group model building sessions with a team of multidisciplinary subject matter experts, and a focused literature review. The model was calibrated with data series from multiple sources and replicated the historical trends for male and female individuals aged 15 to 24 from 1982 to 2020. We simulated the model under different scenarios to examine the impact of a wide range of interventions on alcohol-related crash fatalities. We found that interventions vary in terms of their effectiveness in reducing alcohol-related crash fatalities. In addition, although some interventions reduce alcohol-related crash fatalities, some may increase the number of drinkers who drive after drinking. Based on insights from simulation experiments, we combined three interventions and found that the combined strategy may reduce alcohol-related crash fatalities significantly without increasing the number of alcohol-impaired drivers on US roads. Nevertheless, related fatalities plateau over time despite the combined interventions, underscoring the need for new interventions for a sustained decline in alcohol-related crash deaths beyond a few decades. Finally, through model calibration we estimated time delays between actions and their consequences in the system which provide insights for policymakers and activists when designing strategies to reduce alcohol-related crash fatalities.
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Accidentes de Tránsito , Consumo de Bebidas Alcohólicas , Conducción de Automóvil , Humanos , Adolescente , Estados Unidos/epidemiología , Masculino , Femenino , Adulto Joven , Accidentes de Tránsito/estadística & datos numéricos , Accidentes de Tránsito/prevención & control , Consumo de Bebidas Alcohólicas/epidemiología , Consumo de Bebidas Alcohólicas/psicología , Conducción de Automóvil/psicología , Conducción de Automóvil/estadística & datos numéricos , Conducir bajo la Influencia/estadística & datos numéricos , Conducir bajo la Influencia/prevención & control , Modelos TeóricosRESUMEN
OBJECTIVE: To explore shared and distinct parental influences on rural and suburban adolescents' riding with an impaired driver (RWI) and driving while impaired (DWI) behaviors during high school. METHODS: Participants in the NEXT Generation Health Study (NEXT) were classified into four RWI/DWI trajectory classes (i.e., Abstainer, Escalator, Decliner, Persister) which described patterns of RWI/DWI from high school to emerging adulthood. A follow-up, in-depth, qualitative interview was conducted with a purposeful selection of participants from each trajectory class between March and September 2020. Guided by Ecodevelopmental Theory, the interview included questions which explored parent-teen influences on driving and RWI/DWI. RESULTS: Imposition of a curfew was a shared parental influence in rural and suburban contexts. Unique to the rural context, parent modeling of RWI/DWI was described as normative and occurring since childhood. CONCLUSIONS: Prevention interventions targeting parent RWI/DWI may reduce their children's risk for RWI/DWI among rural adolescents.
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Conducción de Automóvil , Niño , Humanos , Adolescente , Adulto , Consumo de Bebidas Alcohólicas , Accidentes de Tránsito/prevención & control , Padres , Instituciones AcadémicasRESUMEN
OBJECTIVE: To explore decisions and perceptions of engaging in riding with a cannabis-impaired driver (RWI) during high school and young adulthood to build context around RWI-cannabis events. METHODS: Participants were sampled from the NEXT Generation Health Study (NEXT), a 7-year national cohort study of adolescent health behaviors. Four RWI and driving while impaired (DWI) trajectories classes (i.e., Abstainer, Escalator, Decliner, Persister) were previously derived.A theoretical model based on ecological systems theory guidedin-depth semi-structured interviews to includecomplex, social-developmental and environmental multi-level factors affectingpersonal experiences with RWI-cannabis during high school, after high school, and during young adulthood. Participants (n = 105) were purposively selected from each trajectory class for follow-up, in-depth, qualitative interviews. All interviews were conducted via Zoom between March and September 2020. RESULTS: Two unique themes emerged as facilitators of RWI-cannabis: "Driving Context" and "Trust in Driver". "Legal Concerns" and "Concerns with Safety Emerge with Age" were themes that described deterrents to RWI-cannabis. CONCLUSIONS: Current data suggest that youth RWI-cannabis occurs during daytime hours and while driving to everyday activities. Youth report legal concerns as a potential deterrent to RWI-cannabis in high school and concerns for safety emerge in young adulthood. The multifaceted nature of RWI-cannabis among young drivers identifies potential complexities for programming designed to reduce RWI/DWI-cannabis.
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Conducción de Automóvil , Cannabis , Adolescente , Humanos , Adulto Joven , Adulto , Estudios de Cohortes , Consumo de Bebidas Alcohólicas , Accidentes de Tránsito/prevención & controlRESUMEN
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
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
Introduction: For young drivers, independent transportation has been noted to offer them opportunities that can be beneficial as they enter early adulthood. However, those that choose to engage in riding with an impaired driver (RWI) and drive while impaired (DWI) over time can face negative consequences reducing such opportunities. This study examined the prospective association of identified longitudinal trajectory classes among adolescents that RWI and DWI with their later health, education, and employment in emerging adulthood. Methods: We analyzed all seven annual assessments (Waves, W1-W7) of the NEXT Generation Health Study, a nationally representative longitudinal study starting with 10th grade (2009-2010 school year). Using all seven waves, trajectory classes were identified by latent class analysis with RWI (last 12 months) and DWI (last 30 days) dichotomized as ≥once = 1 vs. none = 0. Results: Four RWI trajectories and four DWI trajectories were identified: abstainer, escalator, decliner, and persister. For RWI and DWI trajectories respectively, 45.0% (N=647) and 76.2% (N=1,657) were abstainers, 15.6% (N=226) and 14.2% (N=337) were escalators, 25.0% (N=352) and 5.4% (N=99) were decliners, and 14.4% (N=197) and 3.8% (N=83) persisters. RWI trajectories were associated with W7 health status (χ2=13,20, p<.01) and education attainment (χ2=18.37, p<.01). Adolescent RWI abstainers reported better later health status than RWI escalators, decliners, and persisters; and decliners reported less favorable later education attainment than abstainers, escalators, and persisters. DWI trajectories showed no association with health status, education attainment, or employment. Conclusions: Our findings suggest the importance of later health outcomes of adolescent RWI. The mixed findings point to the need for more detailed understanding of contextual and time-dependent trajectory outcomes among adolescents engaging in RWI and DWI.
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PURPOSE: Driving licensure remains a major developmental milestone for adolescents as they become more independent to access important health, education, and employment opportunities. Today, more teens are delaying driving licensure than before. We investigated associations of delayed licensure with health, education, and employment 4 years after high school. METHODS: We analyzed data from all seven annual assessments (W1-W7) of the NEXT Generation Health Study, a nationally representative cohort survey starting at 10th grade (W1, 2009-2010). The independent variable was delaying driving licensure (DDL [delaying ≥1 year] vs. No-DDL), defined as participants receiving driver licensure ≥1 year after the initial legal eligibility time until W7. Outcome variables were self-reported health, education, and employment at W7. Covariates included sex, race/ethnicity, family affluence, parental education, and urbanicity. Multinomial logistic regressions were conducted considering complex survey features. RESULTS: No-DDL versus DDL was associated with a higher likelihood of (1) excellent (adjusted odds ratio [AOR] = 2.06, p < .001), good (AOR = 1.74, p < .001), and fair (AOR = 1.34, p = .008) health compared with poor health; (2) completing a 4-year college or graduate school [AOR = 2.71, p < .001] and tech/community college [AOR = 1.92, p = .004] compared with high school or less; and (3) working ≥30 hours/week (AOR = 7.63, p = .011) and working <30 hours/week (AOR = 1.54, p = .016) compared with not working. DISCUSSION: Among emerging adults, no delay in driving licensure was associated with better self-reported health, higher education, and more working hours four years after leaving high school. Although earlier driving licensure increases driving exposure and risk, avoiding DDL appears to provide advantages for health, education, and employment during early adulthood.
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Conducción de Automóvil , Adolescente , Adulto , Escolaridad , Empleo , Humanos , Concesión de Licencias , Instituciones AcadémicasRESUMEN
BACKGROUND: The proportion of motor vehicle crash fatalities involving alcohol-impaired drivers declined substantially between 1982 and 1997, but progress stopped after 1997. The systemic complexity of alcohol-impaired driving contributes to the persistence of this problem. This study aims to identify and map key feedback mechanisms that affect alcohol-impaired driving among adolescents and young adults in the U.S. METHODS: We apply the system dynamics approach to the problem of alcohol-impaired driving and bring a feedback perspective for understanding drivers and inhibitors of the problem. The causal loop diagram (i.e., map of dynamic hypotheses about the structure of the system producing observed behaviors over time) developed in this study is based on the output of two group model building sessions conducted with multidisciplinary subject-matter experts bolstered with extensive literature review. RESULTS: The causal loop diagram depicts diverse influences on youth impaired driving including parents, peers, policies, law enforcement, and the alcohol industry. Embedded in these feedback loops are the physical flow of youth between the categories of abstainers, drinkers who do not drive after drinking, and drinkers who drive after drinking. We identify key inertial factors, discuss how delay and feedback processes affect observed behaviors over time, and suggest strategies to reduce youth impaired driving. CONCLUSION: This review presents the first causal loop diagram of alcohol-impaired driving among adolescents and it is a vital first step toward quantitative simulation modeling of the problem. Through continued research, this model could provide a powerful tool for understanding the systemic complexity of impaired driving among adolescents, and identifying effective prevention practices and policies to reduce youth impaired driving.
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Conducción de Automóvil , Conducir bajo la Influencia , Accidentes de Tránsito , Adolescente , Consumo de Bebidas Alcohólicas/efectos adversos , Consumo de Bebidas Alcohólicas/epidemiología , Conducir bajo la Influencia/prevención & control , Humanos , Adulto JovenRESUMEN
INTRODUCTION: There is consensus that riding with an impaired driver (RWI) constitutes a major threat to public health. The aim of this study was to characterize the factors contributing to the motor-vehicle deaths of 15-20â¯year-old (y/o) passengers that RWI with a peer. METHOD: Secondary analyses of the 2010-2018 Fatality Analysis Reporting System. 5,673 passengers aged 15-20â¯y/o killed while riding in passenger cars with a driver aged 21 or older, 3,542 of these drivers also aged 15-20â¯y/o. Analyses were conducted between October 2019 and December 2020. RESULTS: Sixty-three percent of the young passengers were killed while riding with a driver 15-20â¯y/o. Of these drivers, 26.8% had a blood alcohol concentration (BAC) >0.00â¯g/dL and 77.1% had a BAC ≥0.08â¯g/dL. Compared with those occurring during the day on weekdays, fatalities of young passengers who RWI with a peer driver with a BACâ¯≥â¯0.08â¯g/dL often occurred on weekend nights (ORâ¯=â¯8.2) and weekday nights (ORâ¯=â¯5.2), and when the passenger and driver were both male (ORâ¯=â¯1.8). Race/ethnicity was not a significant contributor to RWI fatalities. CONCLUSIONS: Most 15-20â¯y/o RWI fatalities occurred on weekends, at night, when the driver was a young peer with a high BAC, and the passenger and driver were male. The high prevalence of fatalities in these high-risk situations suggests that young driver-passenger dynamics may contribute to alcohol-related fatalities. Practical Applications: To curb RWI fatalities among underage passengers, countermeasures should focus not only on underage drinking drivers and riders, but also on drinking drivers of all ages. Prevention should increase focus on situations in which both the young passenger and young driver are males.
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Accidentes de Tránsito , Conducción de Automóvil , Accidentes de Tránsito/prevención & control , Adolescente , Adulto , Nivel de Alcohol en Sangre , Etanol , Humanos , Masculino , Vehículos a Motor , Grupo Paritario , Adulto JovenRESUMEN
OBJECTIVE: To identify trajectory classes of risky driving among emerging adults and examine predictive associations of depressive and psychosomatic symptoms in the 12th grade with the identified trajectory classes. METHODS: Data were from the last year in high school (12th-Grade - Wave 3 [W3]) and years 1-4 after high school (Waves 4-7 [W4-7]) of the NEXT Generation Health Study, a nationally representative study starting with 10th grade (2009-2010). We measured risky driving with the 21-item Checkpoints Self-Reported Risky Driving Scale (C-RDS). Using C-RDS data from W3-7, the latent class growth modeling (LCGM) was used to identify risky driving trajectory classes. Independent variables were W3 depressive symptoms and W3 psychosomatic symptoms. Covariates included family affluence and urbanicity. The LCGM was conducted with SAS PROC Traj. The multinomial logistic regressions were used to examine the associations between the trajectory classes and independent variables, taking complex survey sampling features into account. RESULTS: Three risky driving trajectories were identified: low (N = 583, 21.43%, weighted and hereafter), medium (N = 1423, 59.22%), and high (N = 389, 19.35%) risky driving classes. Compared to the low risky driving class, one unit increase in W3 depressive symptoms was significantly associated with a higher likelihood of belonging to the medium (adjusted odds ratio [AOR] = 1.04, 95% CI 1.01, 1.07) and the high (AOR = 1.05, 95% CI 1.02, 1.08) risky driving classes, respectfully, when controlling for the covariates. Likewise, compared to the low risky driving class, one unit increase in W3 psychosomatic symptoms was significantly associated with a higher likelihood of belonging to the medium (AOR = 1.06, 95% CI 1.00, 1.13) and the high (AOR = 1.10, 95% CI 1.04, 1.16) risky driving classes, respectively, when controlling for the covariates. CONCLUSIONS: High school students with depressive and psychosomatic symptoms were at higher risk of engaging in risky driving in the immediate years after leaving high school. These findings suggest that prevention programs that incorporate screening, referral to treatment, and treatment of mental and psychosomatic symptoms in high school may be important opportunities to reduce risky driving among youth as they transition from adolescence to emerging adulthood.
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Accidentes de Tránsito , Conducción de Automóvil , Adolescente , Adulto , Escolaridad , Humanos , Autoinforme , Encuestas y CuestionariosRESUMEN
OBJECTIVE: Novice drivers who delay in driving licensure may miss safety benefits of Graduate Driver Licensing (GDL) programs, potentially putting themselves at higher crash-risk. Time to licensure relates their access to independent transportation to potential future economic- and educational-related opportunities. The objective of this study was to explore time to licensure associations with teens' race/ethnicity and GDL restrictions. METHODS: Secondary analysis using all seven annual assessments of the NEXT Generation Health Study, a nationally representative longitudinal study starting with 10th grade (N = 2785; 2009-2010 school year). Data were collected in U.S. public/private schools, colleges, workplaces, and other settings. The outcome variable was interval-censored time to licensure (event = obtained driving licensure). Independent variables included race/ethnicity and state-specific GDL restrictions. Covariates included family affluence, parent education, nativity, sex, and urbanicity. Proportional hazards (PH) models were conducted for interval-censored survival analysis based on stepwise backward elimination for fitting multivariate models with consideration of complex survey features. In the PH models, a hazard ratio (HR) estimates a greater (>1) or lesser (<1) likelihood of licensure at all timepoints. RESULTS: Median time to licensure after reaching legal driving age for Latinos, African Americans, and Non-Latino Whites was 3.47, 2.90, and 0.41 years, respectively. Multivariate PH models showed that Latinos were 46% less likely (HR = 0.54, 95%CI: 0.35-0.72) and African Americans were 56% less likely (HR = 0.44, 95%CI: 0.32-0.56) to have obtained licensure at any time compared to Non-Latino Whites. Only learner minimum age GDL restriction was associated with time to licensure. Living in a state with a required learner driving minimum age of ≥16 years (HR = 0.57, 95%CI: 0.16-0.98) also corresponded with 43% lower likelihood of licensure at legal eligibility compared to living in other states with a required learner driving minimum age of <16 years. CONCLUSION: Latinos and African American teens obtained their license approximately three years after eligibility on average, and much later than Non-Latino Whites. Time to licensure likelihood was associated with race/ethnicity and required minimum age of learner permit, indicating important implications for teens of different racial/ethnic groups in relation to licensure, access to independent transportation, and exposure to GDL programs.
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Conducción de Automóvil , Concesión de Licencias , Accidentes de Tránsito/mortalidad , Adolescente , Conducción de Automóvil/legislación & jurisprudencia , Etnicidad/estadística & datos numéricos , Femenino , Humanos , Concesión de Licencias/estadística & datos numéricos , Estudios Longitudinales , Masculino , Modelos de Riesgos Proporcionales , Grupos Raciales/estadística & datos numéricos , Encuestas y Cuestionarios , Análisis de Supervivencia , Factores de Tiempo , Estados Unidos/epidemiologíaRESUMEN
We examined the associations of autonomous motivation, controlled motivation, and physical activity (PA) planning with PA participation over six years across the adolescent-to-adult transition. Participants from the NEXT Generation Health Study, a nationally representative cohort study of U.S. 10th graders (N=2785), completed surveys yearly from 2010 to 2016 (four years post-high school). This study used data from Waves 2 (W2) through 7 (W7). Data were analyzed using growth models accounting for the complex survey design and controlling for sex, race/ethnicity, and body mass index. A piecewise growth model with two pieces (Piece 1: W2-W4; Piece 2: W4-W7) indicated that PA declined during late adolescence (W2-W4) (b=-0.31, ß=-0.22, p<.001), but did not decline after the transition into early adulthood (W4-W7) (b=-0.08, ß=-0.04, p=.052). Autonomous motivation was positively associated with PA at all waves (b=0.23-0.33, ß=1.90-4.37, p<.001). Controlled motivation was only positively associated with PA at W3 (12th grade) (b=0.13, ß=1.54, p=.011). PA planning varied significantly between individuals and significantly predicted PA (b=0.44, ß=0.21, p<.001). Although PA decreased significantly during late adolescence, PA did not decrease significantly after transitioning into early adulthood (one to four years post-high school). Elevated autonomous motivation and PA planning were consistently and significantly associated with higher PA, suggesting that these may be useful intervention targets during this adolescent-to-adult transition.
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INTRODUCTION: Some of the most vulnerable groups of teens choose to delay driving licensure (DDL). We assessed longitudinal associations between state-level Graduated Driver Licensing (GDL) restrictions and DDL among U.S. high school students. METHODS: Data from seven waves of the NEXT Generation Health Study (starting 10th-grade (2009-2010)), were analyzed in 2020 using Poisson regression. The outcome was DDL (delay vs. no-delay). Independent variables were driving restrictions (at learner and intermediate phases of licensure), sex, race/ethnicity, family affluence, parent education, family structure, and urbanicity. RESULTS: Of 2525 eligible for licensure, 887 (38.9%), 1078 (30.4%), 560 (30.7%) reported DDL 1-2 years, >2 years, no DDL, respectively. Interactions between GDL restrictions during the learner permit period and covariates were found. In states requiring ≥30 hours of supervised practice driving, Latinos (Adjusted relative risk ratio [aRRR]=1.55, p<.001) and Blacks (aRRR=1.38, p<.01) were more likely to DDL than Whites. In states where permit holding periods were <6 months, participants with low (aRRR=1.61, p<.001) and moderate (aRRR=1.45, p<.001) vs. high affluence were more likely to DDL. Participants in single-parent households vs. both-biological parent households were also more likely to DDL (aRRR=1.37, p<.05). In states where permit holding periods were ≥6 months, participants with low (aRRR=1.33, p<.05) vs. high affluence were more likely to DDL. In states that allowed ≥3 passengers or no passenger restriction, participants living in non-urban vs. urban (aRRR=1.52, p<.05) areas were more likely to DDL, and in states that allowed only 1 or no passenger, participants living in non-urban vs. urban areas (aRRR=0.67, p<.001) were less likely to DDL. CONCLUSIONS: Our findings heighten concerns about increased crash risk among older teens who age out of state GDL policies thereby circumventing driver safety related restrictions. Significant disparities in DDL exist among more vulnerable teens in states with stricter GDL driving restrictions.
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PURPOSE: The purpose of this study was to identify and characterize trajectory classes of adolescents who ride with an impaired driver (RWI) and drive while impaired (DWI). METHODS: We analyzed all 7 annual assessments (Waves W1-W7) of the NEXT Generation Health Study, a nationally representative longitudinal study starting with 10th grade (2009-2010 school year). Using all 7 waves, latent class analysis was used to identify trajectory classes with dichotomized RWI (last 12 months) and DWI (last 30 days; once or more = 1 vs. none = 0). Covariates were race/ethnicity, sex, parent education, urbanicity, and family affluence. RESULTS: Four RWI trajectories and 4 DWI trajectories were identified: abstainer, escalator, decliner, and persister. For RWI and DWI trajectories respectively, 45.0% (n = 647) and 76.2% (n = 1,657) were abstainers, 15.6% (n = 226) and 14.2% (n = 337) were escalators, 25.0% (n = 352) and 5.4% (n = 99) were decliners, and 14.4% (n = 197) and 3.8% (n = 83) persisters. Race/ethnicity (χ2 = 23.93, P = .004) was significantly associated with the RWI trajectory classes. Race/ethnicity (χ2 = 20.55, P = .02), sex (χ2 = 13.89, P = .003), parent highest education (χ2 = 12.49, P = .05), urbanicity (χ2 = 9.66, P = .02), and family affluence (χ2 = 12.88, P = .05) were significantly associated with DWI trajectory classes. CONCLUSIONS: Among adolescents transitioning into emerging adulthood, race/ethnicity is a common factor associated with RWI and DWI longitudinal trajectories. Our results suggest that adolescent RWI and DWI are complex behaviors warranting further detailed investigation of the respective trajectory classes. Our study findings can inform the tailoring of prevention and intervention efforts aimed at preventing illness/injury and preserving future opportunities for adolescents to thrive in emerging adulthood.
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Accidentes de Tránsito/estadística & datos numéricos , Conducta del Adolescente/psicología , Consumo de Bebidas Alcohólicas/epidemiología , Conducción de Automóvil/normas , Adolescente , Humanos , Estudios Longitudinales , MasculinoRESUMEN
OBJECTIVES: We validated a continuous cardiometabolic risk (CMR) measure among adolescents. METHODS: Five metabolic syndrome (MetS) components including waist circumference, triglycerides, high-density lipoprotein cholesterol, fasting blood glucose, and mean arterial pressure were assessed in a national cohort of U.S. adolescents (n=560; 16.5 ± 0.5 y/o at baseline) in 10th grade (2010, Wave 1 (W1)), and follow-up assessments four (W4) and seven (W7) years later. Separately by wave, linear regressions were fitted to each MetS component controlling for age, sex, and race/ethnicity, and yielded standardized residuals (Z-scores). Wave-specific component Z-scores were summed to obtain composite CMR Z-scores. Four- and seven-year CMR change (CMR-diff W1-W4 and W1-W7). and average CMR risk (CMR-avg; (W1 + W4)/2 and (W1 + W7)/2) were calculated using the CMR Z-scores. W7 MetS was determined using adult criteria. Student's t-test and receiver operating characteristic (ROC) curve were conducted. RESULTS: Participants meeting the adult criteria for MetS at W7 (74 of 416, 17.8%) had statistically significant (p<0.01) higher values for W1 CMR Z-scores (0.92 vs. -0.21), W4 CMR Z-scores (1.69 vs. -0.28), W7 CMR Z-scores (2.21 vs. -0.55), W1-W4 CMR-avg (1.53 vs. -0.27), W1-W7 CMR-diff (1.29 vs. -0.21), and W1-W7 CMR-avg (1.46 vs. -0.48) than those not meeting MetS criteria. Most results were similar for males and females in the sex-stratified analyses. The areas under the ROC curve were 0.61, 0.71, and 0.75 for W1, W4 and W7 Z-scores. CONCLUSIONS: Findings support the validity of the continuous CMR Z-scores calculated using linear regression in evaluating and monitoring CMR profiles from adolescence to early adulthood.
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Biomarcadores/sangre , Índice de Masa Corporal , Enfermedades Cardiovasculares/patología , Síndrome Metabólico/patología , Circunferencia de la Cintura , Adolescente , Adulto , Presión Sanguínea , Enfermedades Cardiovasculares/etiología , Enfermedades Cardiovasculares/metabolismo , HDL-Colesterol/sangre , Estudios de Cohortes , Estudios Transversales , Femenino , Estudios de Seguimiento , Humanos , Masculino , Síndrome Metabólico/etiología , Síndrome Metabólico/metabolismo , Pronóstico , Curva ROC , Factores de Riesgo , Triglicéridos/sangre , Adulto JovenRESUMEN
BACKGROUND: Teens who delay driving licensure may not be subject to graduated driver licensing restrictions that are known to reduce crash risk. We explored the association of delay in licensure with driving while impaired (DWI) and riding with an impaired driver (RWI) among emerging adults. METHODS: Data from the NEXT Generation Health Study, starting with 10th grade (2009-2010), were analyzed. The outcome variables were Wave 7 (W7) self-reported DWI and RWI as dichotomous variables. The independent variable was delay in licensure. Covariates included sex, urbanicity, race/ethnicity, family structure, parent education, family affluence, teen's highest education, minimum legal drinking age laws, and onset age of alcohol use. Descriptive analysis and logistic regressions were conducted. RESULTS: Of 2525 participants eligible for licensure, 887 reported a delay in licensure by 1-2 years (38.9%, weighted) and 1078 by > 2 years (30.3% weighted) across 7 waves. In W7, 23.5% (weighted and hereafter, 5.6% once, 17.8% ≥twice) of participants reported DWI and 32.42% (5.6% once, 25.4% ≥twice) reported RWI. Logistic regressions showed no overall significant association of delay in licensure with either W7 RWI or W7 DWI. However, in stratified analyses, among African American youth, delay in licensure was positively associated with DWI (OR = 2.41, p = 0.03) and RWI (OR = 2.72, p = 0.05). Among those with ≤ high school or lower education by W7, delayed licensure was positively associated with RWI (OR = 2.51, p < 0.01). CONCLUSIONS: While in the overall sample, delayed licensure did not appear to be associated with DWI or RWI, our findings suggest that delayed licensure may be of concern to teen risk of DWI and RWI among African Americans and among those with lower educational attainment. Furthermore, as two-thirds of youth delayed licensure, more research is needed to determine whether this is more of a positive (i.e., protective) factor by reducing their exposure to crash risk or a negative (i.e., risk) factor due to their missing important driver safety stages of graduated driver licensing.
Asunto(s)
Conducir bajo la Influencia , Concesión de Licencias/estadística & datos numéricos , Consumo de Alcohol en Menores/estadística & datos numéricos , Adolescente , Femenino , Humanos , Masculino , Factores de TiempoRESUMEN
PURPOSE: This study aimed to investigate potential bidirectional relations between key sleep characteristics and somatic symptoms with past 30-day marijuana use in high school students. METHODS: Participants from the NEXT Generation Health Study (n = 2,770) reported on 10th and 11th grade (W1 and W2) sleep characteristics and somatic symptoms and 12th grade (W3) past 30-day marijuana. Multivariate logistic regressions and path analyses were conducted. RESULTS: Sleep duration was not associated with marijuana use. However, later W1 chronotype, greater W1 social jetlag, W1 trouble falling asleep, W1 trouble staying asleep, and W1 somatic symptoms were associated with increased odds of W3 past 30-day marijuana use. Path models indicated direct associations between W1 chronotype and W3 past 30-day marijuana use, and W1 social jetlag and W3 past 30-day marijuana use. CONCLUSIONS: Later sleep timing was longitudinally associated with past 30-day marijuana use. Improved understanding of sleep health, specifically chronotype and social jetlag as risk factors for marijuana use is warranted, which may inform additional screening targets and interventions that address these associated domains.
Asunto(s)
Uso de la Marihuana , Síntomas sin Explicación Médica , Humanos , Uso de la Marihuana/epidemiología , Instituciones Académicas , Sueño , Estudiantes , Encuestas y CuestionariosRESUMEN
OBJECTIVE: Examined cross-sectional associations of driving while impaired (DWI) and risky driving with mental and psychosomatic health among U.S. emerging adults. METHODS: Data were from years 1-4 after high school (waves 4-7) of the NEXT Generation Health Study, a nationally representative study starting with 10th grade (2009-2010). Outcome variables were DWI (dichotomous variable: ≥ 1 day vs. 0 days in the last 30 days) and risky driving Checkpoints Self-Reported Risky Driving Scale (C-RDS). Independent variables included depressive symptoms and psychosomatic symptoms. Multivariate logistic and linear regressions were conducted with complex survey features considered. RESULTS: Higher depressive and psychosomatic symptoms were associated with modestly higher likelihood of DWI (Adjusted odds ratio [AOR] ranged from 1.02 to 1.03 and from 1.04 to 1.05, respectively) and higher C-RDS scores (b ranged from 0.06 to 0.12 and from 0.08 to 0.23, respectively) in years 1-4 after high school. CONCLUSIONS: Depressive and psychosomatic symptoms were associated with greater DWI and risky driving in all 4 years after high school. Negative mental and psychosomatic health should be targeted components of DWI and risky driving prevention to lower fatal motor vehicle crashes among emerging adults.
Asunto(s)
Accidentes de Tránsito/estadística & datos numéricos , Conducción de Automóvil/estadística & datos numéricos , Depresión/psicología , Salud Mental/estadística & datos numéricos , Autoinforme , Accidentes de Tránsito/psicología , Adolescente , Adulto , Conducción de Automóvil/psicología , Estudios Transversales , Depresión/complicaciones , Humanos , Masculino , Oportunidad Relativa , Factores de Riesgo , Asunción de Riesgos , Encuestas y Cuestionarios , Adulto JovenRESUMEN
PURPOSE: More teens delay in driving licensure (DDL). It is conceivable they miss Graduated Driver Licensing (GDL) safety benefits. We assessed prevalence, disparities, and factors associated with DDL among emerging adults. METHODS: Data used were from all seven waves (W1-7) of the NEXT Generation Health Study (W1 in 10th grade [2009-2010]). The outcome variable was DDL (long-DDL [delayed >2 years], intermediate-DDL [delayed 1-2 years] versus no-DDL), defined as participants receiving driver licensure ≥1 year after initial eligibility. Independent variables included sex, urbanicity, race/ethnicity, family structure, parental education, family affluence, parental monitoring knowledge, parent perceived importance of alcohol nonuse, and social media use. Logistic regressions were conducted. RESULTS: Of 2,525 participants eligible for licensure, 887 (38.9%) reported intermediate-DDL and 1,078 (30.1%) long-DDL. Latinos (adjusted odds ratio [AOR] = 2.5 vs. whites) and those with lower affluence (AOR = 2.5 vs. high) had higher odds of intermediate-DDL. Latinos (AOR = 4.5 vs. whites), blacks (AOR = 2.3 vs. whites), those with single parent (AOR = 1.7 vs. both biological parents), whose parents' education was high school or less (AOR = 3.7 vs. bachelor+) and some college (AOR = 2.0 vs. bachelor+) levels, and those with lower affluence (AOR = 4.4 vs. high) had higher odds of long-DDL. Higher mother's monitoring knowledge (AOR = .6) was associated with lower odds of long-DDL, but not intermediate-DDL. CONCLUSIONS: Some teens that DDL "age out" of protections afforded to them by GDL driver restrictions. Minority race/ethnicity, socioeconomic status, urbanicity, and parenting factors contribute to DDL. Further study of these factors and their individual/collective contributions to DDL is needed to understand potential unintended consequences of GDL, particularly in more vulnerable youth.