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1.
Vox Sang ; 113(3): 275-282, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29392786

RESUMO

BACKGROUND AND OBJECTIVES: The timing of blood administration in critically ill patients is first driven by patients' needs. This study aimed to define the epidemiology and significance of overnight transfusion in critically ill patients. MATERIALS AND METHODS: This is a post hoc analysis of a prospective multicentre observational study including 874 critically ill patients receiving red blood cells, platelets, fresh frozen plasma (FFP) or cryoprecipitate. Characteristics of patients receiving blood only during the day (8 am up until 8 pm) were compared to those receiving blood only overnight (8 pm up until 8 am). Characteristics of transfusion were compared, and factors independently associated with major bleeding were analysed. RESULTS: The 287 patients transfused during the day only had similar severity and mortality to the 258 receiving blood products overnight only. Although bleeding-related admission diagnoses were similar, major bleeding was the indication for transfusion in 12% of patients transfused in daytime only versus 30% of patients transfused at night only (P < 0·001). Similar total amount of blood products were transfused at day and night (2856 versus 2927); however, patients were more likely to receive FFP and cryoprecipitate at night compared with daytime. Overnight transfusion was independently associated with increased odds of major bleeding (odds ratio, 3·16, 95% confidence interval, 2·00-5·01). CONCLUSION: Transfusion occurs evenly across day and night in ICU; nonetheless, there are differences in type of blood products administered that reflect differences in indication. Critically ill patients were more likely to receive blood for major bleeding at night irrespective of admission diagnosis.


Assuntos
Transfusão de Sangue/métodos , Ritmo Circadiano , Cuidados Críticos/métodos , Adulto , Idoso , Transfusão de Sangue/normas , Cuidados Críticos/normas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
2.
Transfus Med ; 27(2): 114-121, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27966239

RESUMO

OBJECTIVES: To evaluate the use of routinely collected data to determine the cause(s) of critical bleeding in patients who receive massive transfusion (MT). BACKGROUND: Routinely collected data are increasingly being used to describe and evaluate transfusion practice. MATERIALS/METHODS: Chart reviews were undertaken on 10 randomly selected MT patients at 48 hospitals across Australia and New Zealand to determine the cause(s) of critical bleeding. Diagnosis-related group (DRG) and International Classification of Diseases (ICD) codes were extracted separately and used to assign each patient a cause of critical bleeding. These were compared against chart review using percentage agreement and kappa statistics. RESULTS: A total of 427 MT patients were included with complete ICD and DRG data for 427 (100%) and 396 (93%), respectively. Good overall agreement was found between chart review and ICD codes (78·3%; κ = 0·74, 95% CI 0·70-0·79) and only fair overall agreement with DRG (51%; κ = 0·45, 95% CI 0·40-0·50). Both ICD and DRG were sensitive and accurate for classifying obstetric haemorrhage patients (98% sensitivity and κ > 0·94). However, compared with the ICD algorithm, DRGs were less sensitive and accurate in classifying bleeding as a result of gastrointestinal haemorrhage (74% vs 8%; κ = 0·75 vs 0·1), trauma (92% vs 62%; κ = 0·78 vs 0·67), cardiac (80% vs 57%; κ = 0·79 vs 0·60) and vascular surgery (64% vs 56%; κ = 0·69 vs 0·65). CONCLUSION: Algorithms using ICD codes can determine the cause of critical bleeding in patients requiring MT with good to excellent agreement with clinical history. DRG are less suitable to determine critical bleeding causes.


Assuntos
Algoritmos , Perda Sanguínea Cirúrgica , Transfusão de Sangue , Codificação Clínica , Hemorragia Gastrointestinal , Ferimentos e Lesões , Adulto , Austrália , Estudos Transversais , Feminino , Hemorragia Gastrointestinal/classificação , Hemorragia Gastrointestinal/diagnóstico , Hemorragia Gastrointestinal/terapia , Humanos , Masculino , Nova Zelândia , Procedimentos Cirúrgicos Vasculares/efeitos adversos , Ferimentos e Lesões/classificação , Ferimentos e Lesões/diagnóstico , Ferimentos e Lesões/terapia
3.
BMC Res Notes ; 9(1): 457, 2016 Oct 06.
Artigo em Inglês | MEDLINE | ID: mdl-27716381

RESUMO

BACKGROUND: The Australian and New Zealand (ANZ) Massive Transfusion (MT) Registry (MTR) has been established to improve the quality of care of patients with critical bleeding (CB) requiring MT (≥ 5 units red blood cells (RBC) over 4 h). The MTR is providing data to: (1) improve the evidence base for transfusion practice by systematically collecting data on transfusion practice and clinical outcomes; (2) monitor variations in practice and provide an opportunity for benchmarking, and feedback on practice/blood product use; (3) inform blood supply planning, inventory management and development of future clinical trials; and (4) measure and enhance translation of evidence into policy and patient blood management guidelines. The MTR commenced in 2011. At each participating site, all eligible patients aged ≥18 years with CB from any clinical context receiving MT are included using a waived consent model. Patient information and clinical coding, transfusion history, and laboratory test results are extracted for each patient's hospital admission at the episode level. RESULTS: Thirty-two hospitals have enrolled and 3566 MT patients have been identified across Australia and New Zealand between 2011 and 2015. The majority of CB contexts are surgical, followed by trauma and gastrointestinal haemorrhage. Validation studies have verified that the definition of MT used in the registry correctly identifies 94 % of CB events, and that the median time of transfusion for the majority of fresh products is the 'product event issue time' from the hospital blood bank plus 20 min. Data linkage between the MTR and mortality databases in Australia and New Zealand will allow comparisons of risk-adjusted mortality estimates across different bleeding contexts, and between countries. Data extracts will be examined to determine if there are differences in patient outcomes according to transfusion practice. The ratios of blood components (e.g. FFP:RBC) used in different types of critical bleeding will also be investigated. CONCLUSIONS: The MTR is generating data with the potential to have an impact on management and policy decision-making in CB and MT and provide benchmarking and monitoring tools for immediate application.


Assuntos
Transfusão de Sangue , Hemorragia/terapia , Sistema de Registros , Resultado do Tratamento , Austrália , Bancos de Sangue , Atenção à Saúde , Humanos , Nova Zelândia
4.
Intern Med J ; 46(5): 559-65, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-26909472

RESUMO

BACKGROUND: Guidelines recommend prasugrel or ticagrelor instead of clopidogrel in patients with acute coronary syndromes (ACS) undergoing percutaneous coronary interventions (PCI). AIM: We sought to describe the trends in uptake of the newer agents and analyse the clinical characteristics and short-term outcomes of patients treated with clopidogrel, prasugrel or ticagrelor. METHODS: We analysed the temporal trends of antiplatelet use since the availability of prasugrel (2009-2013) in patients with ACS from the Melbourne Interventional Group registry. To assess clinical characteristics and outcomes, we included 1850 patients from 2012 to 2013, corresponding to the time all three agents were available. The primary outcome was major adverse cardiovascular events (MACE). The safety end-point was in-hospital bleeding. RESULTS: For the period of 2009-2013, the majority of patients were treated with clopidogrel (72%) compared with prasugrel (14%) or ticagrelor (14%). There was a clear trend towards ticagrelor by the end of 2013. Patients treated with clopidogrel were more likely to present with non-ST-elevation ACS, be older, and have more comorbidities. There was no difference in unadjusted 30-day mortality (0.9 vs 0.5 vs 1.0%, P = 0.76), myocardial infarction (2 vs 1 vs 2%, P = 0.52) or MACE (3 vs 3 vs 4%, P = 0.57) between the three agents. There was no difference in in-hospital bleeding (3 vs 2 vs 2%, P = 0.64). CONCLUSION: Prasugrel and ticagrelor are increasingly used in ACS patients treated with PCI, predominantly in a younger cohort with less comorbidity. Although antiplatelet therapy should still be individualised based on the thrombotic and bleeding risk, our study highlights the safety of the new P2Y12 inhibitors in contemporary Australian practice.


Assuntos
Síndrome Coronariana Aguda/terapia , Adenosina/análogos & derivados , Cloridrato de Prasugrel/uso terapêutico , Antagonistas do Receptor Purinérgico P2Y/uso terapêutico , Ticlopidina/análogos & derivados , Síndrome Coronariana Aguda/mortalidade , Adenosina/efeitos adversos , Adenosina/uso terapêutico , Idoso , Idoso de 80 Anos ou mais , Austrália/epidemiologia , Clopidogrel , Comorbidade , Feminino , Hemorragia/induzido quimicamente , Humanos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Infarto do Miocárdio/induzido quimicamente , Intervenção Coronária Percutânea , Cloridrato de Prasugrel/efeitos adversos , Antagonistas do Receptor Purinérgico P2Y/efeitos adversos , Sistema de Registros , Ticagrelor , Ticlopidina/efeitos adversos , Ticlopidina/uso terapêutico , Resultado do Tratamento
5.
Intern Med J ; 45(10): 1032-7, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26013065

RESUMO

BACKGROUND: Although dual antiplatelet therapy is the standard of care in non-ST-segment elevation acute coronary syndromes (NSTEACS), it remains unclear when a second antiplatelet agent should be initiated. We sought to assess the safety and efficacy of pre-treatment with clopidogrel in patients with NSTEACS undergoing percutaneous coronary intervention (PCI). METHODS: We analysed baseline clinical and procedural characteristics of 6817 patients with NSTEACS who underwent PCI from the Melbourne Interventional Group registry from 2005 to 2012. Patients were included in the pre-treatment group if clopidogrel was administered prior to cardiac catheterisation. We assessed 30-day mortality, myocardial infarction (MI) and major adverse cardiovascular events. The safety endpoint was in-hospital bleeding. RESULTS: Of the 6817 patients, only 2951 (43%) received pre-treatment with clopidogrel. Patients in the pre-treatment group were more likely to present with unstable angina (70.8% vs 68.2%, P = 0.02) and have a history of MI (35.6% vs 23.6%, P < 0.01) but were less likely to have PCI within 24 h of admission (17.2% vs 25.2%, P < 0.01). There was no difference between the groups in 30-day mortality (0.9% vs 1.4%, P = 0.06), MI (2.0% vs 2.2%, P = 0.52) or major adverse cardiovascular event (3.7% vs 4.2%, P = 0.25). There was no difference in bleeding complications (1.9% vs 1.9%, P = 0.94). CONCLUSIONS: Pre-treatment with dual antiplatelet therapy in NSTEACS is not routine clinical practice in Australia. Pre-treatment appears safe but is not associated with improved short-term clinical outcomes.


Assuntos
Síndrome Coronariana Aguda/cirurgia , Infarto do Miocárdio/epidemiologia , Intervenção Coronária Percutânea/efeitos adversos , Intervenção Coronária Percutânea/mortalidade , Inibidores da Agregação Plaquetária/administração & dosagem , Complicações Pós-Operatórias , Ticlopidina/análogos & derivados , Idoso , Aspirina/uso terapêutico , Austrália , Clopidogrel , Feminino , Hemorragia/etiologia , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Infarto do Miocárdio/etiologia , Inibidores da Agregação Plaquetária/efeitos adversos , Sistema de Registros , Ticlopidina/administração & dosagem , Ticlopidina/efeitos adversos , Resultado do Tratamento
6.
Intern Med J ; 44(5): 471-7, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24606571

RESUMO

BACKGROUND: Guidelines for patients with ST-elevation myocardial infarction include a door-to-balloon time (DTBT) of ≤90 min for primary percutaneous coronary intervention. AIM: The aim of this study was to assess temporal trends (2006-2010) in DTBT and determine if a reduction in DTBT was associated with improved clinical outcomes. METHODS: We compared annual median DTBT in 1926 STEMI patients undergoing primary percutaneous coronary intervention from the Melbourne Interventional Group registry. ST-elevation myocardial infarction presenting >12 h and rescue percutaneous coronary intervention was excluded. Major adverse cardiac events were analysed according to DTBT (dichotomised as ≤90 min vs >90 min). A multivariable analysis for predictors of mortality (including DTBT) was performed. RESULTS: Baseline demographics, clinical and procedural characteristics were similar in the STEMI cohort across the 5 years, apart from an increase in out-of-hospital cardiac arrest (3.6% in 2006 vs 9.4% in 2010, P < 0.0001) and cardiogenic shock (7.7-9.6%, P = 0.07). The median DTBT (interquartile range) was reduced from 95 (74-130) min in 2006 to 75 (51-100) min in 2010 (P < 0.01). In this period, the proportion of patients achieving a DTBT of ≤90 min increased from 45% to 67% (P < 0.01). Lower mortality and major adverse cardiac event rates were observed with DTBT ≤90 min (all P < 0.01). Multivariable analysis showed that a DTBT of ≤90 min was associated with improved clinical outcomes at 12 months (odds ratio 0.48; 95% confidence interval 0.33-0.73, P < 0.01). CONCLUSION: There has been a decline in median DTBT in the Melbourne Interventional Group registry over 5 years. DTBT of ≤90 min is associated with improved clinical outcomes at 12 months.


Assuntos
Angioplastia Coronária com Balão/tendências , Infarto do Miocárdio/terapia , Idoso , Terapia Combinada , Comorbidade , Trombose Coronária/mortalidade , Trombose Coronária/cirurgia , Trombose Coronária/terapia , Eletrocardiografia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/mortalidade , Inibidores da Agregação Plaquetária/uso terapêutico , Guias de Prática Clínica como Assunto , Estudos Prospectivos , Sistema de Registros , Terapia de Salvação , Stents/estatística & dados numéricos , Análise de Sobrevida , Centros de Atenção Terciária/estatística & dados numéricos , Trombectomia , Fatores de Tempo , Resultado do Tratamento , Vitória/epidemiologia
7.
Intern Med J ; 43(9): 1005-11, 2013 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23800164

RESUMO

BACKGROUND: Patient flow is a major problem in hospitals. Delays in accessing inpatient rehabilitation have not been well studied. AIMS: Measure the time taken for key processes in the patient journey from acute hospital admission through to inpatient rehabilitation admission in order to identify opportunities for improvement. METHODS: Retrospective open cohort study. All patients admitted over 8- and 10-month periods during 2008 into two inpatient rehabilitation units in Melbourne, Australia. Main outcome measures were the duration of the following key processes: acute hospital admission until referral for rehabilitation, referral until assessment by the rehabilitation service, assessment until deemed ready for transfer to rehabilitation, ready for transfer until rehabilitation admission. RESULTS: Three hundred and sixty patients were in the study sample (females = 186; 51.7%); mean age = 58.4 (standard deviation = 15.0) years. There was a median of 7 (interquartile range [IQR] 4-13) days from acute hospital admission till referral for rehabilitation, a median of 1 (IQR 0-1) day from referral till assessment, a median of 0 (IQR 0-2) days from assessment till deemed ready for transfer and a median of 1 (IQR 0-3) day from ready till admission into rehabilitation. Overall, patients spent 12.0% (804/6682) of their acute hospital admission waiting for a rehabilitation bed. CONCLUSIONS: There are opportunities to improve the efficiency of key processes in the acute hospital journey for patients subsequently admitted to inpatient rehabilitation; in particular, reducing the time from acute hospital admission till referral for rehabilitation and from being deemed ready for transfer to rehabilitation till admission.


Assuntos
Tempo de Internação , Admissão do Paciente/normas , Transferência de Pacientes/normas , Avaliação de Processos em Cuidados de Saúde/normas , Encaminhamento e Consulta/normas , Centros de Reabilitação/normas , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Feminino , Hospitalização/tendências , Humanos , Tempo de Internação/tendências , Masculino , Pessoa de Meia-Idade , Admissão do Paciente/tendências , Transferência de Pacientes/tendências , Avaliação de Processos em Cuidados de Saúde/tendências , Encaminhamento e Consulta/tendências , Estudos Retrospectivos , Fatores de Tempo , Adulto Jovem
8.
Int J Obes (Lond) ; 34(7): 1177-87, 2010 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-20351728

RESUMO

OBJECTIVE: To determine the independent contributions of family and neighbourhood environments to changes in youth physical activity and body mass index (BMI) z-score over 5 years. METHODS: In 2001, 2004 and 2006, 301 children (10-12 years at baseline) had their height and weight measured (BMI was converted to z-scores using Centers for Disease Control and Prevention reference charts; see http://www.cdc.gov/growthcharts) and moderate-to-vigorous physical activity (MVPA) assessed using accelerometers. In 2001, parents reported on the home environment (social support, role modelling, rules and restrictions, physical environment) and perceived neighbourhood environment (local traffic, road safety, sporting venues, public transport), and Geographic Information Systems were used to map features of the neighbourhood environment (destinations, road connectivity, traffic exposure). Generalized estimating equations were used to predict average BMI z-score and MVPA over time from baseline home and perceived and objective neighbourhood environment factors. RESULTS: Among boys, maternal education and heavy traffic were inversely associated, and sibling physical activity, maternal role modelling of MVPA and the presence of dead-end roads were positively associated with MVPA. Having unmarried parents, maternal MVPA role modelling and number of home sedentary items were positively associated with BMI z-score among boys. Among girls, having siblings, paternal MVPA role modelling, physical activity rules and parental physical activity co-participation were positively associated with MVPA. Having unmarried parents and maternal sedentary behaviour role modelling were positively associated, and number of sedentary behaviour rules and physical activity items were inversely associated with BMI z-score among girls. CONCLUSION: The home environment seems more important than the neighbourhood environment in influencing children's physical activity and BMI z-score over 5 years. Physical activity and weight gain programmes among youth should focus on parental role modelling, rules around sedentary and active pursuits, and parental support for physical activity. Intervention studies to investigate these strategies are warranted.


Assuntos
Atividade Motora/fisiologia , Obesidade/psicologia , Poder Familiar/psicologia , Pais/psicologia , Características de Residência , Índice de Massa Corporal , Criança , Estudos Transversais , Feminino , Comportamentos Relacionados com a Saúde , Humanos , Estudos Longitudinais , Masculino , Obesidade/fisiopatologia , Obesidade/prevenção & controle , Poder Familiar/tendências , Comportamento Sedentário , Meio Social , Estudantes/psicologia , Inquéritos e Questionários
9.
J Hum Nutr Diet ; 23(3): 212-6, 2010 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-20337849

RESUMO

BACKGROUND: Growing requirements to train more dietetic students greatly increase the teaching burden on clinical supervisors. This may be reduced if students can develop basic nutrition assessment skills before they commence clinical placement. To test achievement of these skills by Australian dietetic students, a preclinical objective structured clinical examination (OSCE) was developed. Performance at this OSCE was then compared with the performance at first clinical placement. METHODS: An OSCE was developed to test preclinical skills during the third year of a 4-year dietetic degree. Learning outcomes relating to nutritional assessment skills were assessed via a 1-h preclinical examination. Student application of these skills was then assessed after the first clinical placement, when performance was compared with the results at the preclinical OSCE. RESULTS: One hundred and ninety-three students completed the preclinical OSCE and first clinical placement during the period 2002-2007. A strong relationship was observed for individual student scores at the OSCE and the score achieved at the end of clinical placement (beta = 0.66; 95% confidence interval = 0.46-0.86; P < 0.0001). This relationship was maintained even when outliers were removed. No specific year effect was apparent. CONCLUSIONS: A third-year preclinical dietetic OSCE was found to be a valuable method of formative assessment for assisting dietetic students with the preparation for their first clinical placement. It aided the early identification of those students who are likely to do less well on their first clinical placement.


Assuntos
Logro , Competência Clínica/normas , Dietética/educação , Avaliação Educacional/métodos , Austrália , Feminino , Humanos , Masculino , Avaliação Nutricional , Exame Físico , Estudantes
10.
Int J Cardiol ; 143(3): 283-8, 2010 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-19344962

RESUMO

AIM: Randomised trials using drug-eluting stents (DES) in ST elevation myocardial infarction (STEMI) have shown mixed results, and excluded patients at the highest risk of adverse outcomes. We aimed to determine the real world clinical outcomes of DES and compare these with bare-metal stents (BMS) in an unrestricted observational study of patients presenting with STEMI. METHODS: 564 consecutive patients undergoing primary PCI for STEMI were prospectively enrolled in the Melbourne Interventional Group registry (August 2004 to May 2006). The choice of using DES was at the operator's discretion, yet restricted to patients considered at highest risk of restenosis [e.g. diabetes, long lesions (>20 mm) and small target vessels (<2.5 mm)]. Clinical, procedural, and 12-month outcomes of patients receiving DES were evaluated and compared to BMS. RESULTS: DES were used in 45% of patients presenting with STEMI. The rates of cardiogenic shock were similar in the DES and BMS groups (10.2 vs. 11%, p=0.71). In-hospital outcomes were not significantly different with respect to death (4.7 vs. 7.2%, p=0.23), major adverse cardiac events (MACE) (10.6 vs. 11.3%, p=0.80) or stent thrombosis (1.7 vs. 0.3%, p=0.71). At 12 months, target vessel revascularisation (TVR) in patients with DES was 10.2% vs. 7.2% in BMS (p=0.22). On propensity score adjusted multivariate analyses, the only independent predictor of 12-month MACE was presentation with cardiogenic shock (OR 2.59, 95% C.I 1.04-6.45), and the only predictor of 12-month TVR was reference vessel diameter ≤2.5 mm (OR 2.16, 95% C.I 1.06-4.33). DES use was not independently predictive of lower TVR, MACE rates or mortality. Late stent thrombosis rates were similar (DES 3.2 vs. BMS 3.8%, p=0.65). CONCLUSIONS: Drug-eluting stents are frequently used in Australia in the high-risk setting of STEMI. While target vessel revascularisation rates were moderate in this high-risk group, there was no increased mortality, reinfarction or stent thrombosis compared to bare-metal stents.


Assuntos
Angioplastia Coronária com Balão/estatística & dados numéricos , Stents Farmacológicos/estatística & dados numéricos , Eletrocardiografia , Infarto do Miocárdio , Idoso , Angioplastia Coronária com Balão/efeitos adversos , Trombose Coronária/mortalidade , Stents Farmacológicos/efeitos adversos , Feminino , Mortalidade Hospitalar , Humanos , Modelos Logísticos , Masculino , Metais , Pessoa de Meia-Idade , Infarto do Miocárdio/diagnóstico , Infarto do Miocárdio/mortalidade , Infarto do Miocárdio/terapia , Estudos Prospectivos , Fatores de Risco , Choque Cardiogênico/mortalidade , Resultado do Tratamento
11.
Health Educ Res ; 24(3): 496-506, 2009 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-18927442

RESUMO

Adolescents of low socio-economic position (SEP) are less likely than those of higher SEP to consume diets in line with current dietary recommendations. The reasons for these SEP variations remain poorly understood. We investigated the mechanisms underlying socio-economic variations in adolescents' eating behaviours using a theoretically derived explanatory model. Data were obtained from a community-based sample of 2529 adolescents aged 12-15 years, from 37 secondary schools in Victoria, Australia. Adolescents completed a web-based survey assessing their eating behaviours, self-efficacy for healthy eating, perceived importance of nutrition and health, social modelling and support and the availability of foods in the home. Parents provided details of maternal education level, which was used as an indicator of SEP. All social cognitive constructs assessed mediated socio-economic variations in at least one indicator of adolescents' diet. Cognitive factors were the strongest mediator of socio-economic variations in fruit intakes, while for energy-dense snack foods and fast foods, availability of energy-dense snacks at home tended to be strong mediators. Social cognitive theory provides a useful framework for understanding socio-economic variations in adolescent's diet and might guide public health programmes and policies focusing on improving adolescent nutrition among those experiencing socio-economic disadvantage.


Assuntos
Comportamento do Adolescente/psicologia , Comportamento Alimentar/psicologia , Adolescente , Criança , Meio Ambiente , Feminino , Humanos , Masculino , Modelos Psicológicos , Autoeficácia , Meio Social , Fatores Socioeconômicos
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