RESUMO
Cumulative exposure to adverse childhood experiences (ACEs) and antenatal stressful life events (ASLEs) are independently associated with marijuana use during pregnancy. However, research has not explored how both exposures may influence marijuana use jointly. Assessing the joint associations of ACEs and recent ASLEs on marijuana use can identify people who may benefit from early intervention. Data come from the Nevada Pregnancy Risk Assessment Monitoring System, 2017-2020 (N = 2483). We assessed eight measures of ACEs before age 18 and fourteen measures of ASLEs twelve months before giving birth. Generalized estimating equations estimated the direct and joint associations (additive and multiplicative interaction) of ACEs and ASLEs on marijuana use during pregnancy. 9.8% used marijuana during the most recent pregnancy. Compared to people who reported no ACEs, those reporting 1 ACE (adjusted prevalence ratio[aPR] = 1.96, 95% confidence interval [CI] = 1.30-2.94), 3 ACEs (aPR = 3.58, 95%CI = 2.69-4.77), and 4+ ACEs (aPR = 3.67, 95%CI = 2.36-5.72) were more likely to use marijuana. Compared to people reporting no ASLEs, those reporting 4+ ASLEs (aPR = 3.12, 95% CI = 1.64-5.92) were more likely to use marijuana. There was evidence of interaction for high ACE and ASLE exposure on an additive scale. ACEs and ASLEs were independently associated with marijuana use during pregnancy, and there was evidence of additive interaction. Screening for ACEs and ASLEs during pregnancy, referrals to appropriate behavioral health services, and trauma-informed approaches are important to address marijuana use during pregnancy.
Assuntos
Experiências Adversas da Infância , Cannabis , Fumar Maconha , Uso da Maconha , Transtornos Relacionados ao Uso de Substâncias , Humanos , Gravidez , Feminino , Adolescente , Uso da Maconha/epidemiologia , Fumar Maconha/epidemiologia , Medição de RiscoRESUMO
BACKGROUND: The overdose crisis is worsening, with polysubstance overdose deaths involving psychostimulants increasing in the U.S. Substance-specific prevention and intervention activities may not be as effective for polysubstance use, so we sought to classify substances used among overdose decedents to identify unique factors related to these classes. METHODS: We used data from the Nevada State Unintentional Drug Overdose Reporting System, Jan 2019-Jun 2021, which comes from death certificates, coroner/medical examiner reports, and postmortem toxicology. Latent class analysis, multinomial logistic regression, and Chi-squared tests determined underlying drug use classes, differences in characteristics and circumstances surrounding overdose, and assessed relationships between circumstances and drug use classes. RESULTS: We identified four latent classes: (1) prescription drugs (19.1%), (2) predominately methamphetamine (31.4%), (3) multi-drug (28.9%), and (4) opioid and stimulant (20.6%). Compared to other classes, the prescription drug class had a higher percentage of female decedents, from rural counties, with mental health diagnoses, who died at home. The predominately methamphetamine class had a higher percentage of decedents experiencing homelessness. The multi-drug use class had higher percentage of younger and Hispanic decedents. Those in the opioid and stimulant class had higher odds of being recently released from an institutional setting, compared to the multi drug class. CONCLUSIONS: These underlying classes were associated with several characteristics and circumstances that can prove useful for prevention, treatment, and harm reduction agencies when designing programs and interventions to target specific groups of people at-risk for drug overdose.
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Overdose de Drogas , Metanfetamina , Medicamentos sob Prescrição , Transtornos Relacionados ao Uso de Substâncias , Humanos , Feminino , Analgésicos Opioides/uso terapêutico , Overdose de Drogas/diagnóstico , Transtornos Relacionados ao Uso de Substâncias/epidemiologia , Transtornos Relacionados ao Uso de Substâncias/tratamento farmacológico , Metanfetamina/uso terapêuticoRESUMO
We consider efficient estimation of flexible transformation models with interval-censored data. To reduce the dimension of semiparametric models, the unknown monotone function is approximated via a monotone B-spline. A penalization technique is used to provide computationally efficient estimation of all parameters. To accomplish model fitting and inference, an easy to implement nested iterative expectation-maximization (EM) algorithm is developed for estimation, and a simple variance-covariance estimation approach is proposed which makes large-sample inference for the regression parameters possible. Theoretically, we show that the estimator of the unknown monotone increasing function achieves the optimal rate of convergence, and the estimators of the regression parameters are asymptotically normal and efficient under the appropriate selection of the order of the smoothing parameter and the knots of the spline space. The proposed penalized procedure is assessed through extensive numerical experiments and implemented in R package PenIC. The proposed methodology is further illustrated via a signal tandmobiel study.
Assuntos
Algoritmos , Simulação por Computador , HumanosRESUMO
Pre-Exposure Prophylaxis (PrEP) health campaigns invite women to talk with their provider, partner, and peers about PrEP, though they do not offer specific guidance about who and how to engage. This study uses egocentric network methods in a sample of women at risk for HIV to understand what characteristics of women (egos), their networks, and network members (alters) were associated with anticipated PrEP advice-seeking and anticipated PrEP disclosure. Multivariable generalized linear mixed models revealed that women often consider close, supportive, and trusted network members as PrEP discussants while ego-level, network-level, and cross-level interactions depict the complexity of anticipated network activation. Findings highlight the importance of considering women at risk for HIV in a broader social context. Anticipated advice-seeking and disclosure related to PrEP were associated but distinct forms of network activation, which highlights the need to develop specific recommendations about who and how women should engage with their networks around PrEP.
Assuntos
Fármacos Anti-HIV , Infecções por HIV , Profilaxia Pré-Exposição , Fármacos Anti-HIV/uso terapêutico , Revelação , Feminino , Infecções por HIV/tratamento farmacológico , Infecções por HIV/prevenção & controle , Promoção da Saúde , Humanos , Grupo Associado , Profilaxia Pré-Exposição/métodosRESUMO
BACKGROUND: The objective of this study was to determine the separate and cumulative influence of individual, family and community assets on juvenile arrest rates in a cohort of youth. METHODS: Five waves of data were collected from 1111 youth and their parents living in randomly sampled census tracts in a Midwestern state. Computer-assisted, in-person data collection methods were used to measure assets within individual (six assets), family (four assets) and community (six assets) domains. Extended Cox models were used to assess the relationship between the number of assets and time to first juvenile arrest, while controlling for known confounders. RESULTS: Nine of 16 assets across individual, family and community domains were prospectively associated with a reduction in arrest rates. There was a relationship between the number of assets youth possess within individual, family and community domains and rates of arrest. For example, compared to youth with zero to one community assets, those with three [adjusted hazard ratio (AHR): 0.52; 95% confidence interval (CI): 0.30-0.88], four [AHR: 0.57; 95% CI: 0.34-0.97] or five to six [AHR: 0.45; 95% CI: 0.25-0.82] community assets had lower risk of arrest. CONCLUSIONS: Public health efforts focused on developing policies and programs to promote asset building across multiple domains of influence are warranted.
Assuntos
Comportamento do Adolescente , Adolescente , Estudos de Coortes , Humanos , Estudos Longitudinais , PaisRESUMO
Youth who experience alcohol-related problems are at increased risk for developing alcohol dependence. Identifying factors associated with adolescent alcohol-related problems is essential, but most studies have focused on risk factors or a limited number of protective factors, with little attention to sex differences. We assessed the prospective association between 17 assets and alcohol-related problems among male and female youth. A 4-year cohort study with 1, 111 youth living in randomly-selected census tracts in the Oklahoma City Metropolitan Area was conducted. Follow-up for the current study began at wave 2 (2004/2005; Nâ¯=â¯1079). Seventeen assets at the individual-, family-, and community-levels were measured. Five questions documented alcohol-related problems in the past 12â¯months. Generalized linear mixed models evaluated the prospective influence of assets on alcohol-related problems, separately for males and females. Models controlled for age, race/ethnicity, family structure, and parental income. Overall, females had more assets than males, but the protective influence of assets on alcohol-related problems over time was stronger for males. Six assets uniquely protected males (responsible choices [AORâ¯=â¯0.58, 95% CIâ¯=â¯0.36-0.94], educational aspirations [AORâ¯=â¯0.54, 95% CIâ¯=â¯0.31-0.93], parental monitoring [AORâ¯=â¯0.41, 95% CIâ¯=â¯0.27-0.64], community involvement [AORâ¯=â¯0.57, 95% CIâ¯=â¯0.34-0.97], use of time for groups/sports [AORâ¯=â¯0.64, 95% CIâ¯=â¯0.42-0.97], and school connectedness [AORâ¯=â¯0.51, 95% CIâ¯=â¯0.34-0.77]), and 3 uniquely protected females (general self-confidence [AORâ¯=â¯0.62, 95% CIâ¯=â¯0.40-0.96], good health practices [AORâ¯=â¯0.67, 95% CIâ¯=â¯0.47-0.95], and relationship with mother [AORâ¯=â¯0.53, 95% CIâ¯=â¯0.36-0.80]). Strengthening youth assets across multiple domains may decrease alcohol-related problems for both males and females; however, gender-specific approaches to asset building are also warranted.
Assuntos
Comportamento do Adolescente , Transtornos Relacionados ao Uso de Álcool/epidemiologia , Alcoolismo/epidemiologia , Assunção de Riscos , Adolescente , Fatores Etários , Transtornos Relacionados ao Uso de Álcool/prevenção & controle , Alcoolismo/psicologia , Atitude Frente a Saúde , Estudos de Coortes , Intervalos de Confiança , Feminino , Humanos , Estudos Longitudinais , Masculino , Razão de Chances , Oklahoma/epidemiologia , Prevalência , Medição de Risco , Fatores Sexuais , Adulto JovemRESUMO
Longitudinal competing risks data frequently arise in clinical studies. Skewness and missingness are commonly observed for these data in practice. However, most joint models do not account for these data features. In this article, we propose partially linear mixed-effects joint models to analyze skew longitudinal competing risks data with missingness. In particular, to account for skewness, we replace the commonly assumed symmetric distributions by asymmetric distribution for model errors. To deal with missingness, we employ an informative missing data model. The joint models that couple the partially linear mixed-effects model for the longitudinal process, the cause-specific proportional hazard model for competing risks process and missing data process are developed. To estimate the parameters in the joint models, we propose a fully Bayesian approach based on the joint likelihood. To illustrate the proposed model and method, we implement them to an AIDS clinical study. Some interesting findings are reported. We also conduct simulation studies to validate the proposed method.
Assuntos
Síndrome da Imunodeficiência Adquirida/tratamento farmacológico , Antirretrovirais/uso terapêutico , Contagem de Linfócito CD4 , Ensaios Clínicos como Assunto/estatística & dados numéricos , Modelos Estatísticos , Carga Viral/efeitos dos fármacos , Síndrome da Imunodeficiência Adquirida/sangue , Síndrome da Imunodeficiência Adquirida/mortalidade , Síndrome da Imunodeficiência Adquirida/virologia , Teorema de Bayes , Humanos , Estudos Longitudinais , Modelos de Riscos Proporcionais , Análise de SobrevidaRESUMO
INTRODUCTION: Motor vehicle exhaust is an important source of air pollutants and greenhouse gases. Concerns over the health and climate effects of mobile-source emissions have prompted worldwide efforts to reduce vehicle emissions. Implementation of more stringent emission standards have driven advances in vehicle, engine, and exhaust after-treatment technologies as well as fuel formulations. On the other hand, vehicle numbers and travel distances have been increasing because of population and economic growth and changes in land use. These factors have resulted in changes to the amount and chemical composition of vehicle emissions.Roadway tunnel studies are a practical way to characterize real-world emissions from the on-road vehicle fleet in an environment isolated from other combustion pollution sources. Measurements in the same tunnel over time allow evaluation of vehicle emission changes and the effectiveness of emission reduction measures. Tunnel studies estimate the impacts of vehicle emissions on air quality and traffic-related exposures, generate source profile inputs for receptor-oriented source apportionment models, provide data to evaluate emission models, and serve as a baseline for future comparisons.The present study characterized motor vehicle emission factors and compositions in two roadway tunnels that were first studied over a decade ago. The specific aims were to (1) quantify current fleet air pollutant emission factors, (2) evaluate emission change over time, (3) establish source profiles for volatile organic compounds (VOCs) and particulate matter ≤2.5 µm in aerodynamic diameter (PM2.5), (4) estimate contributions of fleet components and non-tailpipe emissions to VOCs and PM2.5, and (5) evaluate the performance of the latest versions of mobile-source emission models (i.e., the EMission FACtors vehicle emission model used in Hong Kong [EMFAC-HK] and the MOtor Vehicle Emission Simulator used in the United States [MOVES]). METHODS: Measurements were conducted in the Shing Mun Tunnel (SMT) in Hong Kong and the Fort McHenry Tunnel (FMT) in Baltimore, Maryland, in the United States, representing the different fleet compositions, emission controls, fuels, and near-road exposure levels found in Hong Kong and the United States. These tunnels have extensive databases acquired in 2003-2004 for the SMT and 1992 for the FMT. The SMT sampling was conducted during the period from 1/19/2015 to 3/31/2015, and the FMT sampling occurred during the periods from 2/8/2015 to 2/15/2015 (winter) and 7/31/2015 to 8/7/2015 (summer). Concentrations of criteria pollutants (e.g., carbon monoxide [CO], nitrogen oxides [NOx], and particulate matter [PM]) were measured in real time, and integrated samples of VOCs, carbonyls, polycyclic aromatic hydrocarbons (PAHs), and PM2.5 were collected in canisters and sampling media for off-line analyses. Emission factors were calculated from the tunnel measurements and compared with previous studies to evaluate emission changes over time. Emission contributions by different vehicle types were assessed by source apportionment modeling or linear regression. Vehicle emissions were modeled by EMFAC-HK version 3.3 and MOVES version 2014a for the SMT and the FMT, respectively, and compared with measured values. The influences of vehicle fleet composition and environmental parameters (i.e., temperature and relative humidity) on emissions were evaluated. RESULTS: In the SMT, emissions of PM2.5, sulfur dioxide (SO2), and total non-methane hydrocarbons (NMHCs) markedly decreased from 2003-2004 to 2015: SO2 and PM2.5 were reduced by ~80%, and total NMHCs was reduced by ~44%. Emission factors of ethene and propene, key tracers for diesel vehicle (DV) emissions, decreased by ~65%. These reductions demonstrate the effectiveness of control measures, such as the implementation of low-sulfur fuel regulations and the phasing out of older DVs. However, the emission factors of isobutane and n-butane, markers for liquefied petroleum gas (LPG), increased by 32% and 17% between 2003-2004 and 2015, respectively, because the number of LPG vehicles increased. Nitrogen dioxide (NO2) to NOx volume ratios increased between 2003-2004 and 2015, indicating an increased NO2 fraction in primary exhaust emissions. Although geological mineral concentrations were similar between the 2003-2004 and 2015 studies, the contribution of geological materials to PM2.5 increased from 2% in 2003-2004 to 5% in 2015, signifying the continuing importance of non-tailpipe PM emissions as tailpipe emissions decrease. Emissions of CO, ammonia (NH3), nitric oxide (NO), NO2, and NOx, as well as carbonyls and PAHs in the SMT did not show statistically significant (at P < 0.05 based on Student's t-test) decreases from 2003-2004 to 2015. The reason for this is not clear and requires further investigation.A steady decrease in emissions of all measured pollutants during the past 23 years has been observed from tunnel studies in the United States, reflecting the effect of emission standards and new technologies that were introduced during this period. Emission reductions were more pronounced for the light-duty (LD) fleet than for the heavy-duty (HD) fleet. In comparison with the 1992 FMT study, the 2015 FMT study demonstrated marked reductions in LD emissions for all pollutants: emission factors for naphthalene were reduced the most, by 98%; benzene, toluene, ethylbenzene, and xylene (BTEX), by 94%; CO, NMHCs, and NOx, by 87%; and aldehydes by about 71%. Smaller reductions were observed for HD emission factors: naphthalene emissions were reduced by 95%, carbonyl emissions decreased by about 75%, BTEX by 60%, and NOx 58%.The 2015 fleet-average emission factors were higher in the SMT for CO, NOx, and summer PM2.5 than those in the FMT. The higher CO emissions in the SMT were possibly attributable to a larger fraction of motorcycles and LPG vehicles in the Hong Kong fleet. DVs in Hong Kong and the United States had similar emission factors for NOx. However, the non-diesel vehicles (NDVs), particularly LPG vehicles, had higher emission factors than those of gasoline cars, contributing to higher NOx emissions in the SMT. The higher PM2.5 emission factors in the SMT were probably attributable to there being more double-deck buses in Hong Kong.In both tunnels, PAHs were predominantly in the gas phase, with larger (four and more aromatic rings) PAHs mostly in the particulate phase. Formaldehyde, acetaldehyde, crotonaldehyde, and acetone were the most abundant carbonyl compounds in the SMT. In the FMT, the most abundant carbonyls were formaldehyde, acetone, acetaldehyde, and propionaldehyde. HD vehicles emitted about threefold more carbonyl compounds than LD vehicles did. In the SMT, the NMHC species were enriched with marker species for LPG (e.g., n-butane, isobutane, and propane) and gasoline fuel vapor (e.g., toluene, isopentane, and m/p-xylene), indicating evaporative losses. Source contributions to SMT PM2.5 mass were diesel exhaust (51.5 ± 1.8%), gasoline exhaust (10.0 ± 0.8%), LPG exhaust (5.0 ± 0.5%), secondary sulfate (19.9 ± 1.0%), secondary nitrate (6.3 ± 0.9%), and road dust (7.3 ± 1.3%). In the FMT, total NMHC emissions were 14% and 8% higher in winter than in summer for LD and HD vehicles, respectively. Elemental carbon (EC) and organic carbon (OC) were the major constituents of tunnel PM2.5. De-icing salt contributions to PM2.5 were observed in the FMT in winter.Emission estimates by the EMFAC-HK agreed with SMT measurements for CO2; the modeled emission factors for CO, NOx, and NMHCs were 1.5, 1.6, and 2.2 times the measurements, respectively; and the modeled emission factor for PM2.5 was 61% of the measured value in 2003. The EMFAC-HK estimates and SMT measurements for 2015 differed by less than 35%. The MOVES2014a model generally overestimated emissions of most of the pollutants measured in the FMT. No pollutants were significantly underestimated. The largest overestimation was observed for emissions measured during HD-rich driving conditions in winter. CONCLUSIONS: Significant reductions in SO2 and PM2.5 emissions between 2003 and 2015 were observed in the SMT, indicating the effectiveness of control measures on these two pollutants. The total NMHC emissions in the SMT were reduced by 44%, although isobutane and n-butane emissions increased because of the increase in the size of the LPG fleet. No significant reductions were observed for CO and NOx, results that differed from those for roadside ambient concentrations, emission inventory estimates, and EMFAC-HK estimates. In contrast, there was a steady decrease in emissions of most pollutants in the tunnels in the United States.
Assuntos
Poluentes Atmosféricos/análise , Material Particulado/análise , Emissões de Veículos/análise , Compostos Orgânicos Voláteis/análise , Poluição do Ar/análise , Baltimore , Hong Kong , HumanosRESUMO
BACKGROUND: Traumatic brain injury (TBI) is associated with one-third of all deaths from trauma. Preinjury exposure to cardiovascular drugs may affect TBI outcomes. Angiotensin-converting enzyme inhibitors (ACEIs) exacerbate brain cell damage and worsen functional outcomes in the laboratory setting. ß-blockers (BBs), however, appear to be associated with reduced mortality among patients with isolated TBI. OBJECTIVE: Examine the association between preinjury ACEI and BB use and clinical outcome among patients with isolated TBI. METHODS: A retrospective cohort study of patients age ≥ 40 years admitted to an academic level 1 trauma center with isolated TBI between January 2010 and December 2014 was performed. Isolated TBI was defined as a head Abbreviated Injury Scale (AIS) score ≥ 3, with chest, abdomen, and extremity AIS scores ≤ 2. Preinjury medication use was determined through chart review. All patients with concurrent BB use were initially excluded. In-hospital mortality was the primary measured outcome. RESULTS: Over the 5-year study period, 600 patients were identified with isolated TBI who were naive to BB use. There was significantly higher mortality (P = .04) among patients who received ACEI before injury (10 of 96; 10%) than among those who did not (25 of 504; 5%). A multivariate stepwise logistic regression analysis revealed a threefold increased risk of mortality in the ACEI cohort (P < .001), which was even greater than the twofold increased risk of mortality associated with an Injury Severity Score ≥ 16. A second analysis that included patients who received preinjury BBs (n = 98) demonstrated slightly reduced mortality in the ACEI cohort with only a twofold increased risk in multivariate analysis (P = .05). CONCLUSIONS: Preinjury exposure to ACEIs is associated with an increase in mortality among patients with isolated TBI. This effect is ameliorated in patients who receive BBs, which provides evidence that this class of medications may provide a protective benefit.
Assuntos
Antagonistas Adrenérgicos beta/uso terapêutico , Inibidores da Enzima Conversora de Angiotensina/uso terapêutico , Lesões Encefálicas Traumáticas/mortalidade , Mortalidade Hospitalar , Escala Resumida de Ferimentos , Adulto , Idoso , Pressão Sanguínea , Craniotomia/estatística & dados numéricos , Lesão Axonal Difusa/epidemiologia , Feminino , Escala de Coma de Glasgow , Hematoma Subdural/epidemiologia , Humanos , Escala de Gravidade do Ferimento , Masculino , Pessoa de Meia-Idade , Fatores de Proteção , Estudos Retrospectivos , Fatores de Risco , Estados Unidos/epidemiologiaRESUMO
Korean American women (KAW) experience the third highest incidence rate of cervical cancer among nine major Asian Americans. This study examined cervical cancer screening among KAW using constructs from the transtheoretical model (TTM). Using a cross-sectional survey design, 102 KAW aged 21-65 years of age were recruited through convenience sampling. Twenty-seven per cent of participants reported of never receiving a Pap smear. Women who were older and married were more likely to report being in the action/maintenance stages; women who perceived themselves to be in poor health were less likely to be in the action/maintenance stages. Higher self-efficacy and lower perception of barriers were significantly associated with more advanced TTM stages. The perceived benefits were not statistically different across TTM stages of change. A special attention should be given to young and unmarried KAW to increase screening participation. Impact statement What is already known on this subject? The utilisation of Pap test among Korean American women (KAW) was low. Using the transtheoretical model (TTM) approach has the potential to increase a screening adherence. What do the results of this study add? This is the first study to examine the association between TTM constructs related to Pap testing among KAW. Younger and unmarried women reported the lowest levels of screening attitudes or behaviours; and tailored efforts may be beneficial in increasing the screening among these women. What are the implications of these findings for clinical practice and/or further research? Increasing the self-efficacy and decreasing the barriers to obtaining Pap screening are critical to move Korean women to the advanced TTM stages. Further investigation is needed with KAW to fully understand the relationships between TTM constructs.
Assuntos
Asiático/psicologia , Detecção Precoce de Câncer/psicologia , Teste de Papanicolaou/psicologia , Aceitação pelo Paciente de Cuidados de Saúde/psicologia , Autoeficácia , Adulto , Idoso , Estudos Transversais , Detecção Precoce de Câncer/métodos , Feminino , Conhecimentos, Atitudes e Prática em Saúde/etnologia , Humanos , Pessoa de Meia-Idade , Aceitação pelo Paciente de Cuidados de Saúde/etnologia , Percepção , República da Coreia/etnologia , Neoplasias do Colo do Útero/diagnóstico , Neoplasias do Colo do Útero/etnologia , Neoplasias do Colo do Útero/psicologia , Esfregaço Vaginal/psicologia , Adulto JovemRESUMO
OBJECTIVES: To determine if the Power Through Choices (PTC) intervention can increase the use of birth control and reduce pregnancy among system-involved youths living in group care homes. METHODS: We performed a 2-arm cluster randomized controlled trial involving group care homes operated by child welfare or juvenile justice systems in California, Maryland, and Oklahoma with assessments immediately before and after the intervention, and at 6- and 12-month follow-up. We collected data from 2012 to 2014 via self-administered questionnaires. Participants (n = 1036) were young (mean age = 16.1 years), predominantly male (79%), racially/ethnically diverse (37% Hispanic, 20% Black, 21% White, 17% multiracial), and sexually experienced (88%). RESULTS: At 6-month follow-up, participants in the intervention group had significantly lower odds of having recent sexual intercourse without using birth control (adjusted odds ratio [AOR] = 0.72; 95% confidence interval [CI] = 0.52, 0.98). At 12-month follow-up assessment, participants in the intervention group had significantly lower odds of ever being pregnant or getting someone pregnant (AOR = 0.67; 95% CI = 0.46, 0.99). CONCLUSIONS: The results suggest that PTC is an effective sexual health education intervention that can be implemented with system-involved youths who represent a sexually experienced multiracial youth population.
Assuntos
Lares para Grupos , Conhecimentos, Atitudes e Prática em Saúde , Gravidez na Adolescência/prevenção & controle , Educação Sexual/métodos , Adolescente , California , Anticoncepção/estatística & dados numéricos , Feminino , Humanos , Masculino , Maryland , Oklahoma , GravidezRESUMO
For analyzing current status data, a flexible partially linear proportional hazards model is proposed. Modeling flexibility is attained through using monotone splines to approximate the baseline cumulative hazard function, as well as B-splines to accommodate nonlinear covariate effects. To facilitate model fitting, a computationally efficient and easy to implement expectation-maximization algorithm is developed through a two-stage data augmentation process involving carefully structured latent Poisson random variables. Asymptotic normality and the efficiency of the spline estimator of the regression coefficients are established, and the spline estimators of the nonparametric components are shown to possess the optimal rate of convergence under suitable regularity conditions. The finite-sample performance of the proposed approach is evaluated through Monte Carlo simulation and it is further illustrated using uterine fibroid data arising from a prospective cohort study on early pregnancy.
Assuntos
Algoritmos , Nível de Saúde , Leiomioma/epidemiologia , Modelos de Riscos Proporcionais , Adulto , Simulação por Computador , Feminino , Humanos , Método de Monte Carlo , Distribuição de Poisson , GravidezRESUMO
OBJECTIVE: The treadmill is the most commonly used aerobic exercise equipment with studies showing many gym-related injuries are attributed to treadmills. The purpose of this study is to examine the incidence of treadmill-associated head injuries within the US. METHODS: Retrospective data from 1997 to 2014 was collected via the National Electronic Injury Surveillance System, which provides annual es7timates of injuries associated with consumer products. Patients over 18 years who sustained treadmill-associated head injuries were included, and the estimated annual incidence was determined. RESULTS: An estimated 4929 patients presented to US emergency departments with a head injury while exercising on a treadmill between 1997 and 2014. A >1000% increase in the number of head injuries was observed over the study period (p-value <0.001). Patients over 50 had a 14 times greater risk of admission than younger patients (p-value <0.001). Injuries were greater in women than men. CONCLUSION: Our study demonstrates a significant increase treadmill-associated head injuries from 1997 to 2014. This phenomenon is most pronounced in older and female populations. The exact etiology of this large increase remains unclear. Education on the proper use of treadmills as well as further investigation into the cause of the increase are warranted.
Assuntos
Traumatismos em Atletas/complicações , Traumatismos em Atletas/epidemiologia , Traumatismos Craniocerebrais/epidemiologia , Traumatismos Craniocerebrais/etiologia , Teste de Esforço/efeitos adversos , Exercício Físico , Adolescente , Adulto , Eletrônica Médica/estatística & dados numéricos , Serviço Hospitalar de Emergência , Feminino , Humanos , Incidência , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Estados Unidos/epidemiologia , Adulto JovemRESUMO
We provide a simple and practical, yet flexible, penalized estimation method for a Cox proportional hazards model with current status data. We approximate the baseline cumulative hazard function by monotone B-splines and use a hybrid approach based on the Fisher-scoring algorithm and the isotonic regression to compute the penalized estimates. We show that the penalized estimator of the nonparametric component achieves the optimal rate of convergence under some smooth conditions and that the estimators of the regression parameters are asymptotically normal and efficient. Moreover, a simple variance estimation method is considered for inference on the regression parameters. We perform 2 extensive Monte Carlo studies to evaluate the finite-sample performance of the penalized approach and compare it with the 3 competing R packages: C1.coxph, intcox, and ICsurv. A goodness-of-fit test and model diagnostics are also discussed. The methodology is illustrated with 2 real applications.
Assuntos
Bioestatística/métodos , Modelos de Riscos Proporcionais , Algoritmos , Animais , Calcinose/diagnóstico , Testes de Carcinogenicidade/estatística & dados numéricos , Simulação por Computador , Feminino , Humanos , Lentes Intraoculares/efeitos adversos , Funções Verossimilhança , Masculino , Camundongos , Método de Monte Carlo , Complicações Pós-Operatórias/diagnóstico , Análise de Regressão , Tamanho da AmostraRESUMO
A large proportion of Korean American women (KAW) do not receive regular cervical cancer screening. Self-report data from 102 KAW were analyzed by multiple linear regressions. As compared to women in action/maintenance, women in precontemplation/relapse stages were less likely to agree that a Pap test is important for health and were more likely to endorse barriers to testing (cost, not having a female doctor, preference for Korean medicine). Women in precontemplation/relapse stages also reported lower scores on self-efficacy items (travel large distances, pain perceptions, financial costs, and time). Differences in specific aspects may be informative for interventions to improve screening rates among KAW.
Assuntos
Asiático/psicologia , Conhecimentos, Atitudes e Prática em Saúde/etnologia , Aceitação pelo Paciente de Cuidados de Saúde/etnologia , Autoeficácia , Neoplasias do Colo do Útero/diagnóstico , Adulto , Idoso , Asiático/estatística & dados numéricos , Estudos Transversais , Detecção Precoce de Câncer , Feminino , Humanos , Programas de Rastreamento , Pessoa de Meia-Idade , Teste de Papanicolaou , Aceitação pelo Paciente de Cuidados de Saúde/psicologia , Percepção , República da Coreia/etnologia , Neoplasias do Colo do Útero/prevenção & controle , Neoplasias do Colo do Útero/psicologia , Esfregaço VaginalRESUMO
BACKGROUND/AIMS: Chronic kidney disease (CKD) is one of the major complications of hypertension. It is not only associated with the future burden of end-stage renal disease but also affects mortality and cardiovascular outcomes caused by hypertension. To help understand the pathogenesis and early prevention of progressive CKD, this large-scale study is designed to determine the complex association between serum uric acid (SUA), metabolic syndrome and the prevalence of CKD in hypertensive patients. METHODS: A total of 19,848 hypertensive subjects were enrolled in this cross-sectional study. Patients with proteinuria and/or an estimated glomerular filtration rate (eGFR) of <60 mL/min/1.73 m2 were considered CKD cases. RESULTS: Hypertensive subjects with CKD had a higher prevalence of hyperuricemia and metabolic syndrome, as well as higher levels of SUA, BMI, waist circumference (WC), SBP, DBP, TG, fasting blood glucose and lower levels of HDL-C. Compared to patients without CKD, the multivariate-adjusted odds ratios [ORs, 95% confidence interval (CI)] for CKD patients were 2.30 (2.02-2.63) for hyperuricemia, 1.21 (1.04-1.41) for abdominal obesity, 1.21 (1.06-1.38) for elevated TG, 1.29 (1.06-1.56) for low HDL-C, 1.54 (1.36-1.75) for elevated fasting glucose, and 1.49 (1.30-1.71) for metabolic syndrome. Increasing SUA levels and number of individual metabolic syndrome components were associated with an increased prevalence of CKD. Compared with patients classified in the lowest SUA categories and with ≤1 metabolic syndrome components, subjects with HUA and 4 metabolic syndrome components had a 5.77-fold increased OR for CKD based on the multivariate-adjusted analysis. CONCLUSION: Both elevated SUA and metabolic syndrome are associated with an increased prevalence of CKD in hypertensive subjects. Subjects with higher SUA and sum of individual metabolic syndrome components simultaneously have a higher prevalence of CKD.
Assuntos
Hipertensão/complicações , Síndrome Metabólica/complicações , Insuficiência Renal Crônica/etiologia , Ácido Úrico/sangue , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Insuficiência Renal Crônica/prevenção & controle , Fatores de RiscoRESUMO
OBJECTIVES: To determine whether healthy lifestyle decreases the risk of developing hypertension in pre-hypertensive patients. STUDY DESIGN: A longitudinal study. SETTING & PARTICIPANTS: Randomly selected pre-hypertensive young adults 20-45 years old without any vascular disease such as stroke or diabetes. PREDICTORS: Four lifestyle factors (a body mass index [BMI] of 18.5-24.9 kg/m2, regular physical activity, no alcohol use and 6-8 h of sleep per day), individually and in combination. OUTCOMES: Hypertension was defined as a systolic blood pressure (SBP) ≥ 140 mmHg, or a diastolic BP (DBP) ≥ 90 mmHg or self-reported hypertension. MEASUREMENTS: Multivariate adjusted Cox proportional hazards. RESULTS: During a median follow-up of 4.7 years, 1009 patients were enrolled in our study, and 182 patients developed hypertension. Compared with a BMI of 18.5-24.9 kg/m2, a BMI of 25-30 kg/m2 and a BMI of >30 kg/m2 were associated with an increased risk of hypertension occurrence (hazard ratio [HR], 1.83; 95% confidence interval [CI], 1.19-2.84 and HR, 2.62; 95% CI, 1.01-6.80, respectively). Compared with sleep duration of >8 h/day, 6-8 h/day of sleep was associated with a lower risk of hypertension occurrence (HR, 0.40; 95% CI, 0.18-0.86). There were no statistically significant associations between physical activity or alcohol use and hypertension occurrence (P>0.05). LIMITATION: All lifestyle factors were measured only once. CONCLUSION: Healthy BMI (18.5-24.9 kg/m(2)) and sleep duration (6-8 h/day) were associated with a lower risk of the occurrence of hypertension in pre-hypertension patients.
Assuntos
Pressão Sanguínea , Hipertensão/fisiopatologia , Adulto , Idoso , Índice de Massa Corporal , Feminino , Seguimentos , Humanos , Hipertensão/complicações , Estilo de Vida , Masculino , Pessoa de Meia-Idade , Fatores de RiscoRESUMO
Taiwan withdrew from the United Nations in 1971, which led to missed opportunities for participating in global HIV/AIDS programs and made Taiwan more vulnerable to HIV. Employing a questionnaire of 996 college students in Taiwan, the authors assessed and compared female and male HIV/AIDS-related knowledge, attitudes, and sources of HIV/sexually transmitted infections (STI) information. Students reported moderate knowledge and attitudes. Females had more positive attitudes toward people with HIV/AIDS than males. Most participants reported learning about HIV and STIs from traditional media, school teachers, and the Internet. We suggest evidence-based educational interventions for students should include targeted electronic and cultural awareness strategies.
Assuntos
Infecções por HIV/prevenção & controle , Conhecimentos, Atitudes e Prática em Saúde , Comportamento Sexual , Infecções Sexualmente Transmissíveis/prevenção & controle , Estudantes/psicologia , Adolescente , Adulto , Povo Asiático/psicologia , Preservativos/estatística & dados numéricos , Estudos Transversais , Feminino , Infecções por HIV/psicologia , Infecções por HIV/transmissão , Humanos , Masculino , Distribuição por Sexo , Parceiros Sexuais , Infecções Sexualmente Transmissíveis/psicologia , Infecções Sexualmente Transmissíveis/transmissão , Inquéritos e Questionários , Taiwan , UniversidadesRESUMO
This study explored gender differences in the effectiveness of the translated VOICES (Video Opportunities for Condom Education and Safer Sex) intervention on the condom use intention, perceived benefits and barriers to condom use, condom use self-efficacy, and HIV/AIDS knowledge among Chinese students in a US university. We utilized a pretest/post-test quasi-experimental design and recruited 67 Chinese students at the local university. Participants viewed a 20-min video with Chinese subtitles, attended one 25-min small group discussion and condom interactive educational activity. Female participants showed significantly greater mean scores of perceived benefits and condom use self-efficacy, in comparison with male participants. Female participants also reported significantly higher scores than male participants in five of the perceived benefits items and one self-efficacy item. These study results provide important information for developing more differentiated intervention strategies specific to gender for HIV and STI education programs.
Assuntos
Preservativos/estatística & dados numéricos , Infecções por HIV/prevenção & controle , Estudantes/psicologia , Adulto , China , Medicina Baseada em Evidências , Feminino , Humanos , Masculino , Projetos Piloto , Autoeficácia , Fatores Sexuais , Inquéritos e Questionários , UniversidadesRESUMO
Our purpose was to perform a clinical and financial analysis of a pricing matrix system on operative hip fracture care concerning hemiarthroplasty for displaced femoral neck fractures in elderly low demand patients. Data analysis on 81 pre-matrix and 88 post-matrix patients demonstrated no significant differences in age, sex, ASA or fracture pattern between the two groups. No difference in surgical approach, cement use, prosthesis choice, operative time, estimated blood loss, or intra-operative complication rate was observed. No radiographic difference in subsidence or loosening was demonstrated. Readmission form cardiac, UTI, PE or DVT rates were similar between groups and no increase in revision surgery or mortality was observed. Overall, our hospital realized a 37% reduction in implant costs, resulting in $165,500 savings for the calendar year.