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1.
Work ; 74(3): 1015-1026, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36463472

RESUMO

BACKGROUND: Vietnamese medical students believe becoming "strong" drinkers is important for their future career working as doctor. However, it is unclear if this is a temporary behaviour associated with life as a student, or a phenomenon associated with the transition to working as a medical practitioner. OBJECTIVE: This study explored changes in alcohol-related perceptions and behaviour among Vietnamese early career doctors working after graduation. METHODS: In-depth interviews were conducted with 15 Vietnamese early career doctors in Hanoi city. Thematic analysis was used to analyse the qualitative data. RESULTS: Vietnamese early career doctors perceived binge drinking as common among doctors, especially male doctors, surgeons, and preventive medicine doctors. This perception was different from when they were medical students because, at that time, they believed doctors would not drink alcohol at hazardous levels. Additionally, Vietnamese early career doctors' drinking behaviour changed in the frequency and quantity of alcohol consumption after graduation due to peer pressure, job stress, working collaborations, and working environment. CONCLUSIONS: Vietnamese early career doctors changed their alcohol-related perceptions and behaviour after graduation. Gender, mental health (stress), factors related to the working environment, and the role of professional relationships should be considered in strategies to reduce risky alcohol consumption among Vietnamese early career doctors.


Assuntos
Consumo de Bebidas Alcoólicas , Atitude do Pessoal de Saúde , Médicos , Estudantes de Medicina , Humanos , Masculino , Escolha da Profissão , Comportamentos Relacionados com a Saúde , População do Sudeste Asiático , Estudantes de Medicina/psicologia , Médicos/psicologia
2.
Addict Behav ; 124: 107106, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34530206

RESUMO

BACKGROUND AND AIMS: Negative affect and alcohol craving are common features of Alcohol Use Disorder (AUD). Both independently contribute to AUD severity and poorer treatment outcomes, but their relationship is poorly understood. Multidimensional alcohol craving measures now allow for examination of key dimensions of craving. This study explored the relationship between depression, anxiety, stress, and the alcohol craving dimensions of intensity, imagery and intrusiveness. METHOD: Five-hundred and twenty-five treatment seeking AUD patients (mean age of 39.79 years, SD = 11.57 years, 67% male) completed the Depression Anxiety Stress Scales (DASS), Alcohol Use Disorder Identification Test-Consumption items (AUDIT-C), and Alcohol Craving Experience (ACE-F) questionnaire, which measured the frequency of craving intensity, imagery and intrusiveness. Regression models predicted main effects of predictors and moderation by alcohol consumption. RESULTS: Higher levels of stress were independently associated with increased craving intensity, imagery and intrusiveness. Significant positive associations were also found between anxiety and craving imagery. The association between depression and craving was not significant after controlling for other predictors. CONCLUSIONS: AUD patients experienced higher cravings when stressed and greater imagery when anxious. These results support the need to consider the relationships between stress and craving when managing alcohol dependence.


Assuntos
Alcoolismo , Fissura , Adulto , Consumo de Bebidas Alcoólicas , Alcoolismo/epidemiologia , Ansiedade/epidemiologia , Feminino , Humanos , Masculino , Saúde Mental
3.
Drug Alcohol Depend ; 228: 109069, 2021 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-34619602

RESUMO

BACKGROUND: Self-efficacy is a core component of Social Cognitive Theory. Refusal self-efficacy is an individual's belief in their ability to refuse a substance in specific high-risk situations. Change in refusal self-efficacy is predictive of positive treatment outcomes. Measurement of refusal self-efficacy is critical as it directs coping skills development techniques though existing behavioural treatments. There is no validated measure of stimulant refusal self-efficacy. This study developed and validated the Stimulant Refusal Self-Efficacy Questionnaire (SRSEQ) to measure confidence in the ability to refuse stimulants in specific high-risk situations. METHOD: Two hundred and seven stimulant-using patients referred for assessment completed the SRSEQ and measures including stimulant dependence severity (Severity of Dependence Scale-Stimulant, SDS-S). Confirmatory Factor Analysis (CFA) using structural equation modelling (SEM) was conducted to test the theoretically-driven three-factor structure of the SRSEQ. Criterion validity was tested with severity of stimulant dependence. RESULTS: The CFA supported the three-factor structure. Emotional Relief (ß = -0.27, p = .008), Opportunistic (ß = -0.24, p = .013) and Social Facilitation (ß = -0.32, p < .001) refusal self-efficacy were uniquely associated with stimulant dependence severity, explaining 55.1% variance. CONCLUSIONS: The SRSEQ is psychometrically sound and may be clinically useful to assist with assessment and treatment planning for stimulant use disorder.


Assuntos
Autoeficácia , Análise Fatorial , Humanos , Inquéritos e Questionários , Resultado do Tratamento
4.
Front Psychiatry ; 12: 643107, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34262487

RESUMO

Globally, cannabis is the most frequently used controlled substance after alcohol and tobacco. Rates of cannabis use are steadily increasing in many countries and there is emerging evidence that there is likely to be greater risk due to increased concentrations of delta-9-tetrahydrocannabinol (THC). Cannabis use and Cannabis Use Disorder (CUD) has been linked to a wide range of adverse health outcomes. Several biological, psychological, and social risk factors are potential targets for effective evidence-based treatments for CUD. There are no effective medications for CUD and psychological interventions are the main form of treatment. Psychological treatments based on Social Cognitive Theory (SCT) emphasize the importance of targeting 2 keys psychological mechanisms: drug outcome expectancies and low drug refusal self-efficacy. This mini-review summarizes the evidence on the role of these mechanisms in the initiation, maintenance, and cessation of cannabis use. It also reviews recent evidence showing how these psychological mechanisms are affected by social and biologically-based risk factors. A new bioSocial Cognitive Theory (bSCT) is outlined that integrates these findings and implications for psychological cannabis interventions are discussed. Preliminary evidence supports the application of bSCT to improve intervention outcomes through better targeted treatment.

5.
Front Neurosci ; 15: 678503, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34248484

RESUMO

Growing research suggests that posttraumatic stress disorder (PTSD) may be a risk factor for poor cardiovascular health, and yet our understanding of who might be at greatest risk of adverse cardiovascular outcomes after trauma is limited. In this study, we conducted the first examination of the individual and synergistic contributions of PTSD symptoms and blood pressure genetics to continuous blood pressure levels. We harnessed the power of the Psychiatric Genomics Consortium-PTSD Physical Health Working Group and investigated these associations across 11 studies of 72,224 trauma-exposed individuals of European (n = 70,870) and African (n = 1,354) ancestry. Genetic contributions to blood pressure were modeled via polygenic scores (PGS) for systolic blood pressure (SBP) and diastolic blood pressure (DBP) that were derived from a prior trans-ethnic blood pressure genome-wide association study (GWAS). Results of trans-ethnic meta-analyses revealed significant main effects of the PGS on blood pressure levels [SBP: ß = 2.83, standard error (SE) = 0.06, p < 1E-20; DBP: ß = 1.32, SE = 0.04, p < 1E-20]. Significant main effects of PTSD symptoms were also detected for SBP and DBP in trans-ethnic meta-analyses, though there was significant heterogeneity in these results. When including data from the largest contributing study - United Kingdom Biobank - PTSD symptoms were negatively associated with SBP levels (ß = -1.46, SE = 0.44, p = 9.8E-4) and positively associated with DBP levels (ß = 0.70, SE = 0.26, p = 8.1E-3). However, when excluding the United Kingdom Biobank cohort in trans-ethnic meta-analyses, there was a nominally significant positive association between PTSD symptoms and SBP levels (ß = 2.81, SE = 1.13, p = 0.01); no significant association was observed for DBP (ß = 0.43, SE = 0.78, p = 0.58). Blood pressure PGS did not significantly moderate the associations between PTSD symptoms and blood pressure levels in meta-analyses. Additional research is needed to better understand the extent to which PTSD is associated with high blood pressure and how genetic as well as contextual factors may play a role in influencing cardiovascular risk.

6.
Br J Psychiatry ; 219(1): 361-367, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-31950892

RESUMO

BACKGROUND: Methamphetamine has been consistently associated with positive psychotic symptoms, but little is known about whether the reverse also occurs. AIMS: This study determined whether the relationship between methamphetamine use and positive psychotic symptoms is bidirectional over 12 months. The impact of lifetime psychotic disorders and methamphetamine dependence on these relationships was also examined. METHOD: A total of 201 regular (at least monthly) primary methamphetamine users were recruited from free needle and syringe programmes in three Australian cities. Data on the frequency of methamphetamine and other drug use (from Timeline Followback inteviews) and the severity of positive psychotic symptoms (using the Brief Psychiatric Rating Scale) in the past 2 weeks were collected in 12 contiguous monthly face-to-face interviews (mean of 9.14/11 (s.d. = 3.16) follow-ups completed). Diagnoses were derived using the Psychiatric Research Interview for DSM-IV Substance and Mental Disorders. RESULTS: The mean age of participants was 31.71 years (s.d. = 8.19) and 39% (n = 77) were women. At baseline 55% (n = 110) were dependent on methamphetamine and 51% (n = 102) had a lifetime psychotic disorder. Cross-lagged dynamic panel models found a significant bidirectional relationship between psychotic symptoms and methamphetamine use (Comparative Fit Index (CFI) = 0.94, standardised root mean square residual (SRMR) = 0.05, root mean square error of approximation (RMSEA) = 0.05, 95% CI 0.04-0.06). The magnitude of the relationship in each direction was similar, and the presence of methamphetamine dependence or a lifetime psychotic disorder did not have an impact on results. CONCLUSIONS: A dynamic, bidirectional relationship between methamphetamine and psychotic symptoms of similar magnitude in each direction was found over 1 year. This suggests integrated treatments that target methamphetamine, psychotic symptoms and their interrelationship may be of most benefit.


Assuntos
Transtornos Relacionados ao Uso de Anfetaminas , Metanfetamina , Psicoses Induzidas por Substâncias , Transtornos Psicóticos , Adulto , Transtornos Relacionados ao Uso de Anfetaminas/complicações , Transtornos Relacionados ao Uso de Anfetaminas/diagnóstico , Transtornos Relacionados ao Uso de Anfetaminas/epidemiologia , Austrália/epidemiologia , Feminino , Humanos , Metanfetamina/efeitos adversos , Estudos Prospectivos , Psicoses Induzidas por Substâncias/epidemiologia , Psicoses Induzidas por Substâncias/etiologia , Transtornos Psicóticos/psicologia
7.
Addiction ; 116(3): 474-484, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-32506558

RESUMO

BACKGROUND AND AIMS: Recent meta-analyses of motivational interviewing (MI) for reducing risky alcohol use in young people have reported modest effects. Few studies have targeted individual patient factors to increase MI effectiveness. This study determined if MI enhanced with individualised personality-specific coping skills training (QuikFix) was more efficacious than standard MI or an assessment feedback/information (AF/I) control among young people with alcohol-related injuries or illnesses. DESIGN AND SETTING: Single-centre, single-blind, three-group superiority randomized controlled trial with 1-, 3-, 6- and 12-months follow-ups. Telephone intervention, Brisbane, Australia. PARTICIPANTS: A total of 398 young people (16-25 years; M age = 20.30 years, SD = 2.12; 54% female) with alcohol-related injuries and/or illnesses were recruited from an emergency department (ED) or rest/recovery service (RRS). MEASURES: The primary outcome was total standard (10 g ethanol) drinks in the past month (Timeline Follow back [TLFB]) at 12 months (primary time point). Secondary outcomes were total drinking days and standard drinks per drinking day (TLFB) in the past month and the frequency of alcohol-related problems in the past 3 months (Rutgers Alcohol Problem Index). INTERVENTIONS: Young people were randomized to two sessions of QuikFix enhanced with individualised personality-specific coping skills training (n = 132), two sessions of MI (n = 136) or one session of AF/I (n = 130), all delivered by telehealth. FINDINGS: QuikFix resulted in greater reductions (all P < 0.0017) in the primary outcome of total standard drinks (M = 19.50, CI 99.75% = [11.31, 27.68]) than both MI (M = 32.61, CI 99.75% = [24.82, 40.40]; Cohen's D = 0.40) and AF/I (M = 34.12, CI 99.75% = [26.59, 41.65]; D = 0.45) at 12 months (retention n = 324/398, 81%). QuikFix had greater reductions on drinking days (M = 3.16, CI 99.75% = [2.37, 3.96]) than both MI (M = 4.53, CI 99.75% = [3.57, 5.48];D = 0.38) and AF/I (M = 4.69, CI 99.75% = [3.73, 5.65];D = 0.42) and fewer drinks per drinking day (M = 5.02, CI 99.75% = [3.71, 6.33]) than AF/I (M = 7.15, CI 99.75% = [5.93, 8.38;D = 0.47) at 12 months. CONCLUSIONS: Young people with alcohol-related injuries and/or illnesses who attended ED and rest/recovery services and received an individualised personality-specific coping skills training intervention (QuikFix) had greater reductions in the amount of alcohol consumed at 12 months compared with those who received motivational interviewing or an assessment feedback/information intervention.


Assuntos
Entrevista Motivacional , Adaptação Psicológica , Adolescente , Adulto , Serviço Hospitalar de Emergência , Etanol , Feminino , Humanos , Masculino , Personalidade , Método Simples-Cego , Telefone , Adulto Jovem
8.
J Ethn Subst Abuse ; 20(4): 543-558, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-31596186

RESUMO

Alcohol is a commonly used substance among Vietnamese medical students, especially males. Vietnamese male medical students drink more alcohol, report more intentions to binge drink, and experience more alcohol-related problems than females. As medical students' alcohol consumption may influence their attitudes and medical practice relating to alcohol counseling and prevention, research about the cultural and drinking norms underlying the drinking behavior of Vietnamese male medical students is warranted. This study aims to explore the norms underlying drinking behavior of Vietnamese male medical students. A qualitative study including 32 in-depth interviews with Vietnamese male medical students at a medical university. Thematic analysis was used to analyze the data. This study found Vietnamese male medical students considered alcohol consumption as a way to show their masculinity and become accepted by groups. Given these beliefs and adherence to norms, they followed rules to force others to consume more alcohol or be intoxicated in drinking occasions among medical students. This study showed the importance of gender and group norms in influencing Vietnamese male medical students' alcohol consumption. These norms should be considered in future research and interventions addressing alcohol use among this target population.


Assuntos
Consumo Excessivo de Bebidas Alcoólicas , Estudantes de Medicina , Consumo Excessivo de Bebidas Alcoólicas/epidemiologia , Humanos , Masculino , Universidades , Vietnã
9.
J Psychoactive Drugs ; 52(4): 366-376, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32429771

RESUMO

Alexithymia is a vulnerability factor for physical and mental illness that can significantly influence the daily function of alcohol-dependent patients. The aim of this study was to examine the indirect effect of obsessive thoughts and compulsive behaviors involving alcohol craving on the relationship between alexithymia, quality of life (QoL) of psychological well-being and health status. Three hundred and eighty-one outpatients (263 males and 118 females) in treatment for alcohol dependence completed self-report measures of alexithymia, alcohol craving, GHQ-28 (QoL-psychological well-being) and SF-36 (QoL-health status). Males scored significantly higher than females on aspects of alexithymia, and females reported significantly higher levels of alcohol craving. Path analysis showed an indirect effect of alcohol craving on the relationship between alexithymia, QoL-psychological well-being and self-reported QoL-health status for males only. The current study provides important new information about impaired self-reported health status and well-being among male alcohol-dependent treatment seekers with alexithymia.


Assuntos
Alcoolismo , Qualidade de Vida , Sintomas Afetivos/epidemiologia , Alcoolismo/epidemiologia , Fissura , Feminino , Humanos , Masculino , Pacientes Ambulatoriais
10.
Addiction ; 115(11): 2164-2175, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32150316

RESUMO

BACKGROUND AND AIMS: Clinical staff are typically poor at predicting alcohol dependence treatment outcomes. Machine learning (ML) offers the potential to model complex clinical data more effectively. This study tested the predictive accuracy of ML algorithms demonstrated to be effective in predicting alcohol dependence outcomes, compared with clinical judgement and traditional linear regression. DESIGN: Prospective study. ML models were trained on 1016 previously treated patients (training-set) who attended a hospital-based alcohol and drug clinic. ML models (n = 27), clinical psychologists (n = 10) and a 'traditional' logistic regression model (n = 1) predicted treatment outcome during the initial treatment session of an alcohol dependence programme. SETTING: A 12-week cognitive behavioural therapy (CBT)-based abstinence programme for alcohol dependence in a hospital-based alcohol and drug clinic in Australia. PARTICIPANTS: Prospective predictions were made for 220 new patients (test-set; 70.91% male, mean age = 35.78 years, standard deviation = 9.19). Sixty-nine (31.36%) patients successfully completed treatment. MEASUREMENTS: Treatment success was the primary outcome variable. The cross-validated training-set accuracy of ML models was used to determine optimal parameters for selecting models for prospective prediction. Accuracy, sensitivity, specificity, area under the receiver operator curve (AUC), Brier score and calibration curves were calculated and compared across predictions. FINDINGS: The mean aggregate accuracy of the ML models (63.06%) was higher than the mean accuracy of psychologist predictions (56.36%). The most accurate ML model achieved 70% accuracy, as did logistic regression. Both were more accurate than psychologists (P < 0.05) and had superior calibration. The high specificity for the selected ML (79%) and logistic regression (90%) meant they were significantly (P < 0.001) more effective than psychologists (50%) at correctly identifying patients whose treatment was unsuccessful. For ML and logistic regression, high specificity came at the expense of sensitivity (26 and 31%, respectively), resulting in poor prediction of successful patients. CONCLUSIONS: Machine learning models and logistic regression appear to be more accurate than psychologists at predicting treatment outcomes in an abstinence programme for alcohol dependence, but sensitivity is low.


Assuntos
Alcoolismo/terapia , Aprendizado de Máquina/estatística & dados numéricos , Psicologia/estatística & dados numéricos , Adolescente , Adulto , Idoso , Algoritmos , Austrália , Terapia Cognitivo-Comportamental , Feminino , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Prospectivos , Resultado do Tratamento , Adulto Jovem
11.
Health Promot J Austr ; 31(2): 309-319, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-31225931

RESUMO

ISSUE ADDRESSED: Stimulant use has been identified as a key risk factor for sexual behaviours leading to HIV transmission. Substance-related expectancies are associated with substance use and postsubstance use thoughts, feelings and behaviours. Expectancies held by specific cultural subgroups have rarely been investigated, particularly regarding a range of commonly used stimulants. METHOD: The Stimulant Expectancy Questionnaire for Men who have Sex with Men (SEQ-MSM) was initially generated through consumer panel and interviews regarding the most commonly used stimulants among MSM in Australia (methamphetamine, amphetamines and ecstasy), with initial administration among 98 MSM to facilitate item reduction. A community sample of 427 MSM was used to validate the SEQ-MSM, with exploratory factor analysis (EFA; n = 202) and confirmatory factor analysis (CFA; n = 225). RESULTS: EFA revealed three distinct substance reinforcement domains ('Enhanced sexual experience', 'Sexual communication and negotiation' and 'Cognitive impairment'). The scale was associated with stimulant consumption patterns (including greater expectancies regarding sexual enhancement among methamphetamine users), and the factor structure, comprising a final form of the MSM-SEQ, was confirmed through CFA. CONCLUSIONS: The SEQ-MSM represents a reliable measure of outcome expectancies related to the range of commonly used stimulants among Australian MSM. Development of applied validation studies with the SEQ-MSM is a key next step in advancing health promotion, clinical interventions and research efforts to reduce harm (eg, HIV transmission) associated with stimulant use (particularly methamphetamine) among MSM. SO WHAT?: Objectives: This research maps expectancies specific among gay and men who have sex with men (MSM), and relationships between expectancies and stimulant use patterns and behaviours postuse - including sexual activity (eg, condomless anal sex).


Assuntos
Transtornos Relacionados ao Uso de Anfetaminas/psicologia , Estimulantes do Sistema Nervoso Central/administração & dosagem , Homossexualidade Masculina/psicologia , Adulto , Transtornos Relacionados ao Uso de Anfetaminas/epidemiologia , Austrália , Preservativos/estatística & dados numéricos , Humanos , Masculino , Pessoa de Meia-Idade , Comportamento Sexual/psicologia
12.
Subst Use Misuse ; 54(14): 2380-2386, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31429362

RESUMO

Background: Alexithymia is a personality trait associated with emotion regulation difficulties. Up to 67% of alcohol-dependent patients in treatment have alexithymia. Objectives: The objective of this study was to investigate the direct and indirect effects of alexithymia, negative mood (stress, anxiety, and depression) and alcohol craving on alcohol dependence severity. Methods: Three hundred and fifty-five outpatients (mean age = 38.70, SD = 11.00, 244 males, range 18-71 years) undergoing Cognitive-Behavioral Therapy for alcohol dependence completed the Toronto Alexithymia Scale (TAS-20), Depression Anxiety Stress Scales (DASS-21), Obsessive Compulsive Drinking Scale (OCDS), and Alcohol Use Disorders Identification Test (AUDIT) prior to the first treatment session. Results: Alexithymia had an indirect effect on alcohol dependence severity, via both negative mood and alcohol craving (b = 0.03, seb = 0.008, 95% CI: 0.02-0.05). An indirect effect of negative mood on alcohol dependence via alcohol craving was also observed (b = 0.12, seb = 0.03, 95% CI: 0.07-0.16). Conclusions/importance: Alexithymia worked through negative mood and alcohol craving leading to increased alcohol dependence severity, indicating that craving had an indirect effect on the relationship between alexithymia and alcohol dependence severity. Targeting alcohol craving and negative mood for alcohol-dependent patients with alexithymia seems warranted.


Assuntos
Afeto/fisiologia , Sintomas Afetivos/psicologia , Alcoolismo/psicologia , Fissura , Adolescente , Adulto , Idoso , Consumo de Bebidas Alcoólicas/psicologia , Ansiedade/psicologia , Depressão/psicologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estresse Psicológico/psicologia , Adulto Jovem
13.
J Psychiatr Res ; 116: 42-50, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31195163

RESUMO

In this study we investigated genome-wide sperm DNA methylation patterns in trauma-exposed Vietnam veterans. At the genome-wide level, we identified 3 CpG sites associated with PTSD in sperm including two intergenic and one CpG within the CCDC88C gene. Of those associated with PTSD in sperm at a nominal level, 1868 CpGs were also associated with PTSD in peripheral blood (5.6% overlap) including the RORA, CRHR1 and DOCK2 genes that have been previously implicated in PTSD. A total of 10 CpG sites were significantly associated with a reported history of a diagnosed mental health condition in children and reached genome-wide significance. CpGs associated with a history of a reported mental health condition in children were also enriched (90% of tested genes) for genes previously reported to be resistant to demethylation, making them strong candidates for transgenerational inheritance. In conclusion, our findings identify a unique sperm-specific DNA methylation pattern that is associated with PTSD.


Assuntos
Distúrbios de Guerra/metabolismo , Metilação de DNA/genética , Espermatozoides/metabolismo , Transtornos de Estresse Pós-Traumáticos/metabolismo , Veteranos , Idoso , Distúrbios de Guerra/sangue , Ilhas de CpG , Humanos , Masculino , Pessoa de Meia-Idade , Transtornos de Estresse Pós-Traumáticos/sangue
14.
Health Educ Res ; 34(4): 447-459, 2019 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-31168575

RESUMO

Alcohol use is common among Vietnamese students. Previous qualitative findings showed Vietnamese medical students believed they were not binge drinkers while reporting many binge drinking occasions they participated in or witnessed. This dichotomy warrants examination. This study aims to establish drinking patterns and examine the factors underlying Vietnamese medical students' binge drinking intention and behaviour. This study used a prospective-correlational design, with two waves of data collection, drawing from established health behaviour models. At Time 1, 206 students completed the Alcohol Use Disorder Identification Test, the standard Theory of Planned Behaviour measures (attitude, subjective norm and perceived behavioural control) and their underlying beliefs, as well as group norm, role identity, drinking culture and past binge drinking behaviour. At Time 2, 156 medical students reported their binge drinking behaviour 2 weeks later. Only 6.8% of participants were classified as problematic drinkers and few participants reported binge drinking occasions at the 2-week follow-up. Perceived behavioural control, friends' group norms, role identity as future doctors, and past behaviour significantly predicted binge drinking intentions and key beliefs were identified. This study indicated Vietnamese medical students' limited engagement with binge drinking and identified key factors to address for those with risky drinking behaviour intentions.


Assuntos
Consumo de Bebidas Alcoólicas , Consumo Excessivo de Bebidas Alcoólicas , Intenção , Estudantes de Medicina/psicologia , Adolescente , Adulto , Feminino , Comportamentos Relacionados com a Saúde , Humanos , Masculino , Estudos Prospectivos , Assunção de Riscos , Autorrelato , Vietnã , Adulto Jovem
15.
Gene ; 698: 107-112, 2019 May 25.
Artigo em Inglês | MEDLINE | ID: mdl-30831210

RESUMO

Brain-derived neurotrophic factor (BDNF) gene is associated with increased risk of posttraumatic stress disorder (PTSD) and plays a role in neuroplasticity, cognition and memory. BDNF has strong potential as a therapeutic target as studies have shown that antidepressants, electroconvulsive treatment and exercise modulate BDNF expression and methylation. In this study we examined the role of BDNF methylation and expression in PTSD and the implications of exercise in mediating these effects. BDNF DNA methylation and gene expression analysis was performed in a sample of 96 male Vietnam veterans. Cases were combat-exposed veterans with current PTSD (n = 48) and controls were combat exposed veterans with no past or current PTSD diagnosis (n = 48). No association between BDNF mRNA and PTSD was identified. PTSD was associated with decreased methylation at three BDNF CpG sites (cg01546433 P = 0.004835; cg24650785 P = 0.000259 and cg002298481 P = 0.000672). Differential BDNF methylation was associated with exercise, with active exercise associated with lower methylation levels at three CpG sites (cg04481212 P = 0.005; cg01546433 P = 0.025 and cg00298481 P = 0.035). Given that exercise mediates BDNF action on cognitive plasticity, exercise may be a non-invasive, drug free option in the treatment of PTSD.


Assuntos
Fator Neurotrófico Derivado do Encéfalo/genética , Transtornos de Estresse Pós-Traumáticos/genética , Idoso , Fator Neurotrófico Derivado do Encéfalo/metabolismo , Ilhas de CpG/genética , Metilação de DNA/genética , Epigênese Genética/genética , Exercício Físico/fisiologia , Humanos , Masculino , Pessoa de Meia-Idade , Veteranos/psicologia , Guerra do Vietnã
16.
J Subst Abuse Treat ; 99: 156-162, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30797388

RESUMO

BACKGROUND AND OBJECTIVES: Clinical staff providing addiction treatment predict patient outcome poorly. Prognoses based on linear statistics are rarely replicated. Addiction is a complex non-linear behavior. Incorporating non-linear models, Machine Learning (ML) has successfully predicted treatment outcome when applied in other areas of medicine. Using identical assessment data across the two groups, this study compares the accuracy of ML models versus clinical staff to predict alcohol dependence treatment outcome in behavior therapy using patient data only. METHODS: Machine learning models (n = 28) were constructed ('trained') using demographic and psychometric assessment data from 780 previously treated patients who had undertaken a 12 week, abstinence-based Cognitive Behavioral Therapy program for alcohol dependence. Independent predictions applying assessment data for an additional 50 consecutive patients were obtained from 10 experienced addiction therapists and the 28 trained ML models. The predictive accuracy of the ML models and the addiction therapists was then compared with further investigation of the 10 best models selected by cross-validated accuracy on the training-set. Variables selected as important for prediction by staff and the most accurate ML model were examined. RESULTS: The most accurate ML model (Fuzzy Unordered Rule Induction Algorithm, 74%) was significantly more accurate than the four least accurate clinical staff (51%-40%). However, the robustness of this finding may be limited by the moderate area under the receiver operator curve (AUC = 0.49). There was no significant difference in mean aggregate predictive accuracy between 10 clinical staff (56.1%) and the 28 best models (58.57%). Addiction therapists favoured demographic and consumption variables compared with the ML model using more questionnaire subscales. CONCLUSIONS: The majority of staff and ML models were not more accurate than suggested by chance. However, the best performing prediction models may provide useful adjunctive information to standard clinically available prognostic data to more effectively target treatment approaches in clinical settings.


Assuntos
Alcoolismo/terapia , Comportamento Aditivo , Terapia Cognitivo-Comportamental , Aprendizado de Máquina/estatística & dados numéricos , Avaliação de Resultados em Cuidados de Saúde , Adulto , Algoritmos , Comportamento Aditivo/psicologia , Humanos , Projetos Piloto , Inquéritos e Questionários
17.
Int J Behav Med ; 26(1): 91-97, 2019 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-30607537

RESUMO

BACKGROUND: China is the world's largest tobacco consumer. Smoking initiation dramatically increases from teenage to adulthood. In this study, we investigated adolescents' future smoking intention at critical ages and its associated predictors. METHODS: Using a longitudinal design (3 waves) across 6 months in 2016, data from 156 10th graders in two high schools in China were examined. We used latent class growth modelling to explore the heterogeneous trajectories of smoking intentions for two future age groups. Logistic regression was then used to estimate the predictors of trajectories. RESULTS: Two trajectories and three trajectories were identified for future smoking intention in their twenties and forties, respectively. Gender, current smoking status, and mothers' and friends' smoking status all played distinct roles in future smoking intentions. CONCLUSIONS: Chinese adolescents' future intentions at critical ages are of concern. Future tobacco control should target the critical ages as well as incorporate social and cultural meanings of smoking in China. As important factors related to future smoking trajectories, gender and mothers' smoking status should also be considered in anti-smoking prevention efforts. Meanings associated with smoking status in the future should also be explored especially for female adolescents.


Assuntos
Comportamento do Adolescente/psicologia , Fumar/psicologia , Estudantes/psicologia , Adolescente , China , Feminino , Amigos , Humanos , Intenção , Modelos Logísticos , Estudos Longitudinais , Masculino , Mães , Instituições Acadêmicas , Prevenção do Hábito de Fumar/métodos
19.
Drug Alcohol Depend ; 194: 216-224, 2019 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-30453107

RESUMO

BACKGROUND: The bioSocial Cognitive Theory (bSCT) hypothesizes two pathways linking dimensions of impulsivity to substance use. The first predicts that the association between reward sensitivity and substance use is mediated by positive outcome expectancies. The second predicts that the relationship between rash impulsiveness and substance use is mediated by refusal self-efficacy. This model has received empirical support in studies of alcohol use. The present research provides the first application of bSCT to a cannabis treatment population and aims to extend its utility to understanding cannabis use and severity of dependence. DESIGN: 273 patients referred for cannabis treatment completed a clinical assessment that contained measures of interest. SETTING: A public hospital alcohol and drug clinic. MEASUREMENTS: The Sensitivity to Reward Scale, Dysfunctional Impulsivity Scale, Cannabis Expectancy Questionnaire, Cannabis Refusal Self-Efficacy Questionnaire and Severity of Dependence Scale-Cannabis were completed, along with measures of cannabis consumption. FINDINGS: The bSCT model provided a good fit to the data for cannabis use and severity of dependence outcomes. The association between reward sensitivity and each cannabis outcome was fully mediated by positive cannabis expectancies and cannabis refusal self-efficacy. The relationship between rash impulsiveness and each cannabis outcome was fully mediated by cannabis refusal self-efficacy. CONCLUSIONS: Findings support the application of the bSCT model to cannabis use and dependence severity and highlight the important role of social cognitive mechanisms in understanding the association between impulsivity traits and these outcomes. The differential association of impulsivity traits to social cognition may assist targeted treatment efforts.


Assuntos
Cognição , Abuso de Maconha/psicologia , Abuso de Maconha/terapia , Modelos Psicológicos , Encaminhamento e Consulta , Comportamento Social , Adulto , Cognição/fisiologia , Estudos Transversais , Feminino , Humanos , Comportamento Impulsivo/fisiologia , Masculino , Encaminhamento e Consulta/tendências , Recompensa , Autoeficácia , Inquéritos e Questionários , Resultado do Tratamento
20.
Psychooncology ; 28(3): 505-510, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30552786

RESUMO

OBJECTIVE: Sun safety is crucial for preventing skin cancer. This study evaluated a school-based intervention based on the theory of planned behaviour (TPB), which aimed to encourage sun-protective behaviour among adolescents. METHODS: Secondary school students (N = 382; 61.1% female; Mage  = 13.73 y) in Queensland, Australia, participated in the study. Schools were randomly allocated to an intervention or control group. The intervention focussed on fostering positive attitudes, increasing perceptions of normative support, and strengthening control perceptions. Participants completed questionnaires assessing the TPB variables and sun-protective behaviour (weekday and weekend) 1 week before intervention (time 1), 1 week after intervention (time 2), and 4 weeks after intervention (time 3). RESULTS: With baseline between-group differences in TPB variables matched, repeated-measures multivariate analysis of variance was used to evaluate the Time × Condition effects across time. Multigroup comparisons using path models traced the intervariable changes. From times 1 to 3, a significant improvement in weekend sun-protective behaviour was identified in the intervention group (but not the control group), whereas cognitions showed no significant changes across time for either conditions. Multigroup comparisons on path coefficients between the intervention and control group participants indicated that the intervention group members formed stronger positive associations between perceived behavioural control and intention at time 2 and between perceived control and behaviour at time 3. CONCLUSION: The significant behavioural change on weekends highlights the value of targeting control perceptions, which may encourage adolescents' sun-protective behaviour. Further studies are needed to understand the absence of significant changes in weekday sun-safe behaviour among this at-risk cohort.


Assuntos
Comportamentos Relacionados com a Saúde , Educação em Saúde/métodos , Serviços de Saúde Escolar/organização & administração , Neoplasias Cutâneas/prevenção & controle , Queimadura Solar/prevenção & controle , Adolescente , Análise de Variância , Austrália , Feminino , Humanos , Masculino , Teoria Psicológica , Queensland , Neoplasias Cutâneas/psicologia , Luz Solar/efeitos adversos , Inquéritos e Questionários
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