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1.
Ann Intern Med ; 177(3): 363-374, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38408360

RESUMO

DESCRIPTION: The U.S. Department of Veterans Affairs (VA) and Department of Defense (DoD) worked together to revise the 2017 VA/DoD Clinical Practice Guideline for the Management of Posttraumatic Stress Disorder and Acute Stress Disorder. This article summarizes the 2023 clinical practice guideline (CPG) and its development process, focusing on assessments and treatments for which evidence was sufficient to support a recommendation for or against. METHODS: Subject experts from both departments developed 12 key questions and reviewed the published literature after a systematic search using the PICOTS (population, intervention, comparator, outcomes, timing of outcomes measurement, and setting) method. The evidence was then evaluated using the GRADE (Grading of Recommendations Assessment, Development and Evaluation) method. Recommendations were made after consensus was reached; they were based on quality and strength of evidence and informed by other factors, including feasibility and patient perspectives. Once the draft was peer reviewed by an external group of experts and their inputs were incorporated, the final document was completed. RECOMMENDATIONS: The revised CPG includes 34 recommendations in the following 5 topic areas: assessment and diagnosis, prevention, treatment, treatment of nightmares, and treatment of posttraumatic stress disorder (PTSD) with co-occurring conditions. Six recommendations on PTSD treatment were rated as strong. The CPG recommends use of specific manualized psychotherapies over pharmacotherapy; prolonged exposure, cognitive processing therapy, or eye movement desensitization and reprocessing psychotherapy; paroxetine, sertraline, or venlafaxine; and secure video teleconferencing to deliver recommended psychotherapy when that therapy has been validated for use with video teleconferencing or when other options are unavailable. The CPG also recommends against use of benzodiazepines, cannabis, or cannabis-derived products. Providers are encouraged to use this guideline to support evidence-based, patient-centered care and shared decision making to optimize individuals' health outcomes and quality of life.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Transtornos de Estresse Traumático Agudo , Humanos , Transtornos de Estresse Pós-Traumáticos/terapia , Estados Unidos , Transtornos de Estresse Traumático Agudo/terapia , United States Department of Veterans Affairs , United States Department of Defense , Psicoterapia , Terapia Cognitivo-Comportamental
2.
Psychol Med ; 53(2): 419-428, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-34001290

RESUMO

BACKGROUND: While evidence-based psychotherapy (EBP) for posttraumatic stress disorder (PTSD) is a first-line treatment, its real-world effectiveness is unknown. We compared cognitive processing therapy (CPT) and prolonged exposure (PE) each to an individual psychotherapy comparator group, and CPT to PE in a large national healthcare system. METHODS: We utilized effectiveness and comparative effectiveness emulated trials using retrospective cohort data from electronic medical records. Participants were veterans with PTSD initiating mental healthcare (N = 265 566). The primary outcome was PTSD symptoms measured by the PTSD Checklist (PCL) at baseline and 24-week follow-up. Emulated trials were comprised of 'person-trials,' representing 112 discrete 24-week periods of care (10/07-6/17) for each patient. Treatment group comparisons were made with generalized linear models, utilizing propensity score matching and inverse probability weights to account for confounding, selection, and non-adherence bias. RESULTS: There were 636 CPT person-trials matched to 636 non-EBP person-trials. Completing ⩾8 CPT sessions was associated with a 6.4-point greater improvement on the PCL (95% CI 3.1-10.0). There were 272 PE person-trials matched to 272 non-EBP person-trials. Completing ⩾8 PE sessions was associated with a 9.7-point greater improvement on the PCL (95% CI 5.4-13.8). There were 232 PE person-trials matched to 232 CPT person-trials. Those completing ⩾8 PE sessions had slightly greater, but not statistically significant, improvement on the PCL (8.3-points; 95% CI 5.9-10.6) than those completing ⩾8 CPT sessions (7.0-points; 95% CI 5.5-8.5). CONCLUSIONS: PTSD symptom improvement was similar and modest for both EBPs. Although EBPs are helpful, research to further improve PTSD care is critical.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Veteranos , Humanos , Transtornos de Estresse Pós-Traumáticos/psicologia , Estudos Retrospectivos , Psicoterapia , Veteranos/psicologia , Registros Eletrônicos de Saúde , Resultado do Tratamento
3.
Acta Psychiatr Scand ; 147(1): 6-15, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-35837885

RESUMO

OBJECTIVE: Mortality from opioid use disorder (OUD) can be reduced for patients who receive opioid agonist treatment (OAT). In the United States (US), OATs have different requirements including nearly daily visits to a dispensing facility for methadone but weekly to monthly prescriptions for buprenorphine. Our objective was to compare mortality rates for buprenorphine and methadone treatments among a large sample of US patients with OUD. METHODS: We measured all-cause mortality, overdose mortality, and suicide mortality among US Department of Veterans Affairs patients with a diagnosis of OUD who received OAT from 2010 through 2019. We leveraged substantial and sustained regional variation in prescribing buprenorphine versus methadone as an instrumental variable (IV) and used inverse propensity of treatment weighting to balance relevant covariates across treatment groups. We compared mortality with true two-stage IV using both probit and linear probability models, as well as a reduced form IV model, adjusting for demographics and health status. RESULTS: Our cohort consisted of 61,997 patients with OUD who received OAT, of whom 92.7% were male with a mean age of 47.9 (SD = 14.1) years. Patients were followed for a median of 2 (IQR = 1,4) calendar years. Across regional terciles, mean methadone prescribing was 4.8%, 19.5%, and 75.1% of OAT patients. All models identified significant reductions in all-cause and suicide mortality for buprenorphine relative to methadone. For example, predicted all-cause mortality from the probit model was 169.7 per 10,000 person years (95% CI, 157.8, 179.6) in the lowest tercile of methadone prescribing compared with 206.1 (95% CI, 196.0, 216.3) in the highest tercile. No difference was identified for overdose mortality. CONCLUSION: We found significantly lower all-cause mortality and suicide mortality rates for buprenorphine compared with methadone. Our results support the less restrictive prescribing practices for buprenorphine as OAT in the US.


Assuntos
Buprenorfina , Overdose de Drogas , Transtornos Relacionados ao Uso de Opioides , Humanos , Masculino , Estados Unidos/epidemiologia , Pessoa de Meia-Idade , Feminino , Buprenorfina/uso terapêutico , Tratamento de Substituição de Opiáceos/métodos , Metadona/uso terapêutico
4.
Clin Psychol Psychother ; 30(4): 795-810, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36797651

RESUMO

In the machine learning subfield of natural language processing, a topic model is a type of unsupervised method that is used to uncover abstract topics within a corpus of text. Dynamic topic modelling (DTM) is used for capturing change in these topics over time. The study deploys DTM on corpus of electronic health record psychotherapy notes. This retrospective study examines whether DTM helps distinguish closely matched patients that did and did not die by suicide. Cohort consists of United States Department of Veterans Affairs (VA) patients diagnosed with Posttraumatic Stress Disorder (PTSD) between 2004 and 2013. Each case (those who died by suicide during the year following diagnosis) was matched with five controls (those who remained alive) that shared psychotherapists and had similar suicide risk based on VA's suicide prediction algorithm. Cohort was restricted to patients who received psychotherapy for 9+ months after initial PTSD diagnoses (cases = 77; controls = 362). For cases, psychotherapy notes from diagnosis until death were examined. For controls, psychotherapy notes from diagnosis until matched case's death date were examined. A Python-based DTM algorithm was utilized. Derived topics identified population-specific themes, including PTSD, psychotherapy, medication, communication and relationships. Control topics changed significantly more over time than case topics. Topic differences highlighted engagement, expressivity and therapeutic alliance. This study strengthens groundwork for deriving population-specific, psychosocial and time-sensitive suicide risk variables.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Suicídio , Veteranos , Estados Unidos , Humanos , Registros Eletrônicos de Saúde , Estudos Retrospectivos , Veteranos/psicologia , Psicoterapia , Suicídio/psicologia , Transtornos de Estresse Pós-Traumáticos/terapia , United States Department of Veterans Affairs
5.
Adm Policy Ment Health ; 50(5): 813-823, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37338657

RESUMO

To address the burden of posttraumatic stress disorder (PTSD), the Veterans Health Administration (VHA) implemented evidence-based psychotherapies (EBPs) for PTSD at all VHA medical centers. Prior investigations show EBP utilization has increased following the initial nationwide implementation. However, most patients still do not engage in EBPs and those who do often have substantial delays between diagnosis and treatment which is associated with poorer treatment outcomes. The goal of the current study is to identify patient and clinical factors associated with initiating EBP and completing a minimally adequate dose of treatment within the first year of a new PTSD diagnosis. Overall, 263,018 patients started PTSD treatment between 2017 and 2019 and 11.6% (n = 30,462) initiated EBP during their first year of treatment. Of those who initiated EBP, 32.9% (n = 10,030) received a minimally adequate dose. Older patients were less likely to initiate EBP, but more likely to receive an adequate dose when they did initiate. Black, Hispanic/Latino/a, and Pacific Islander patients' likelihood of initiating EBP was not significantly different than White patients, but these patients were less likely to receive an adequate dose. Patients with comorbid depressive disorders, bipolar disorder, psychotic disorders, or substance use disorders were less likely to initiate EBP, while patients reporting MST were more likely to initiate EBP. This study identifies several patient-level disparities that could be prioritized to increase EBP utilization. In our evaluation, most patients did not engage in EBP during their first year of PTSD treatment, which is consistent with previous evaluations of EBP utilization. Future research should focus on understanding the flow of patients from PTSD diagnosis to treatment to support effective PTSD care delivery.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Veteranos , Estados Unidos , Humanos , Transtornos de Estresse Pós-Traumáticos/terapia , United States Department of Veterans Affairs , Psicoterapia , Atenção à Saúde
6.
Am J Epidemiol ; 191(9): 1614-1625, 2022 08 22.
Artigo em Inglês | MEDLINE | ID: mdl-35689641

RESUMO

We recently conducted an exploratory study that indicated that several direct-acting antivirals (DAAs), highly effective medications for hepatitis C virus (HCV) infection, were also associated with improvement in posttraumatic stress disorder (PTSD) among a national cohort of US Department of Veterans Affairs (VA) patients treated between October 1, 1999, and September 30, 2019. Limiting the same cohort to patients with PTSD and HCV, we compared the associations of individual DAAs with PTSD symptom improvement using propensity score weighting. After identifying patients who had available baseline and endpoint PTSD symptom data as measured with the PTSD Checklist (PCL), we compared changes over the 8-12 weeks of DAA treatment. The DAAs most prescribed in conjunction with PCL measurement were glecaprevir/pibrentasvir (GLE/PIB; n = 54), sofosbuvir/velpatasvir (SOF/VEL; n = 54), and ledipasvir/sofosbuvir (LDV/SOF; n = 145). GLE/PIB was superior to LDV/SOF, with a mean difference in improvement of 7.3 points on the PCL (95% confidence interval (CI): 1.1, 13.6). The mean differences in improvement on the PCL were smaller between GLE/PIB and SOF/VEL (3.0, 95% CI: -6.3, 12.2) and between SOF/VEL and LDV/SOF (4.4, 95% CI: -2.4, 11.2). While almost all patients were cured of HCV (92.5%) regardless of the agent received, PTSD outcomes were superior for those receiving GLE/PIB compared with those receiving LDV/SOF, indicating that GLE/PIB may merit further investigation as a potential PTSD treatment.


Assuntos
Hepatite C Crônica , Hepatite C , Transtornos de Estresse Pós-Traumáticos , Veteranos , Antivirais/uso terapêutico , Quimioterapia Combinada , Genótipo , Hepacivirus/genética , Hepatite C/complicações , Hepatite C/tratamento farmacológico , Hepatite C Crônica/tratamento farmacológico , Humanos , Sofosbuvir/uso terapêutico , Transtornos de Estresse Pós-Traumáticos/tratamento farmacológico , Resposta Viral Sustentada , Resultado do Tratamento
7.
Br J Psychiatry ; : 1-7, 2022 Aug 23.
Artigo em Inglês | MEDLINE | ID: mdl-35997207

RESUMO

BACKGROUND: There is mixed evidence regarding the direction of a potential association between post-traumatic stress disorder (PTSD) and suicide mortality. AIMS: This is the first population-based study to account for both PTSD diagnosis and PTSD symptom severity simultaneously in the examination of suicide mortality. METHOD: Retrospective study that included all US Department of Veterans Affairs (VA) patients with a PTSD diagnosis and at least one symptom severity assessment using the PTSD Checklist (PCL) between 1 October 1999 and 31 December 2018 (n = 754 197). We performed multivariable proportional hazards regression models using exposure groups defined by level of PTSD symptom severity to estimate suicide mortality rates. For patients with multiple PCL scores, we performed additional models using exposure groups defined by level of change in PTSD symptom severity. We assessed suicide mortality using the VA/Department of Defense Mortality Data Repository. RESULTS: Any level of PTSD symptoms above the minimum threshold for symptomatic remission (i.e. PCL score >18) was associated with double the suicide mortality rate at 1 month after assessment. This relationship decreased over time but patients with moderate to high symptoms continued to have elevated suicide rates. Worsening PTSD symptoms were associated with a 25% higher long-term suicide mortality rate. Among patients with improved PTSD symptoms, those with symptomatic remission had a substantial and sustained reduction in the suicide rate compared with those without symptomatic remission (HR = 0.56; 95% CI 0.37-0.88). CONCLUSIONS: Ameliorating PTSD can reduce risk of suicide mortality, but patients must achieve symptomatic remission to attain this benefit.

8.
J Nerv Ment Dis ; 210(3): 227-230, 2022 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-35199662

RESUMO

ABSTRACT: Mental health lacks robust measures to assess patient safety. Unplanned discharge is common in mental health populations and associated with poor outcomes. Clarifying whether unplanned discharge varies across settings may highlight the need to develop measures to reduce harms associated with this event. Unplanned discharge rates were compared across the Department of Veterans Affairs' acute inpatient and residential mental health treatment settings from 2009 to 2019. Logistic regression was used to create facility-level, adjusted unplanned discharge rates stratified by setting. Results were described using central tendency. Among 847,661 acute inpatient discharges, the mean unplanned discharge rate was 3.3% (range, 0%-18%). Among 358,117 residential discharges, the mean unplanned discharge rate was 17.9% (range, 1%-48.3%). Unplanned discharge is a marked problem in mental health, with large variation across treatment settings. Unplanned discharge should be measured as part of patient safety efforts.


Assuntos
Saúde Mental , Alta do Paciente , Humanos , Pacientes Internados , Modelos Logísticos , Readmissão do Paciente , Segurança do Paciente
9.
Cogn Behav Ther ; 51(6): 456-469, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-35475499

RESUMO

Cognitive processing therapy (CPT) and prolonged exposure therapy (PE) are effective psychotherapies for post-traumatic stress disorder (PTSD). However, these treatments also have high rates of dropout and non-response. Therefore, patients may need a second course of treatment. We compared outcomes for patients who switched between CPT/PE and those who repeated CPT/PE during a second course of treatment. We collected data from Iraq and Afghanistan war veterans (n = 2,958) who received a second course of CPT/PE in the Veterans Health Administration from 2001 to 2017 and had symptom outcomes (PTSD checklist; PCL). We measured the association between treatment sequence and change in PCL score over the second course of treatment using hierarchical Bayesian regression, adjusted for sociodemographic and clinical characteristics. All treatment sequences showed a significant reduction in PCL score over time (ß = -4.80; HDI95: -5.74, -3.86). Veterans who switched from CPT to PE had modestly greater PCL reductions during the second course than those who repeated CPT. However, no significant difference in PCL change during the second course was observed between veterans who repeated PE and those who switched from PE to CPT. Veterans participating in a second course of CPT/PE can benefit, and switching treatment may be slightly more beneficial following CPT.


Assuntos
Terapia Cognitivo-Comportamental , Terapia Implosiva , Transtornos de Estresse Pós-Traumáticos , Veteranos , Teorema de Bayes , Humanos , Transtornos de Estresse Pós-Traumáticos/psicologia , Transtornos de Estresse Pós-Traumáticos/terapia , Resultado do Tratamento , Estados Unidos , United States Department of Veterans Affairs , Veteranos/psicologia
10.
J Dual Diagn ; 18(4): 185-198, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36151743

RESUMO

OBJECTIVE: To investigate whether direct-acting antivirals (DAA) for hepatitis C viral infection (HCV): glecaprevir/pibrentasvir (GLE/PIB), ledipasvir/sofosbuvir (LDV/SOF), and sofosbuvir/velpatasvir (SOF/VEL) are associated with reduced alcohol consumption among veterans with alcohol use disorder (AUD) and co-occurring post-traumatic stress disorder (PTSD). METHODS: We measured change in Alcohol Use Disorder Identification Test-Consumption Module (AUDIT-C) scores in a retrospective cohort of veterans with PTSD and AUD receiving DAAs for HCV. RESULTS: One thousand two hundred and eleven patients were included (GLE/PIB n = 174, LDV/SOF n = 808, SOF/VEL n = 229). Adjusted frequencies of clinically meaningful improvement were 30.5% for GLE/PIB, 45.5% for LDV/SOF, and 40.5% for SOF/VEL. The frequency was lower for GLE/PIB than for LDV/SOF (OR = 0.59; 95% CI [0.40, 0.87]) or SOF/VEL (OR = 0.66; 95% CI [0.42, 1.04]). CONCLUSIONS: DAA treatment for HCV was associated with a substantial reduction in alcohol use in patients with AUD and co-occurring PTSD. Further exploration of the role of DAAs in AUD treatment is warranted.


Assuntos
Alcoolismo , Hepatite C Crônica , Hepatite C , Transtornos de Estresse Pós-Traumáticos , Humanos , Sofosbuvir/efeitos adversos , Antivirais/uso terapêutico , Transtornos de Estresse Pós-Traumáticos/complicações , Transtornos de Estresse Pós-Traumáticos/tratamento farmacológico , Transtornos de Estresse Pós-Traumáticos/epidemiologia , Hepatite C Crônica/complicações , Hepatite C Crônica/tratamento farmacológico , Hepatite C Crônica/epidemiologia , Estudos Retrospectivos , Alcoolismo/complicações , Alcoolismo/tratamento farmacológico , Alcoolismo/epidemiologia , Hepacivirus , Hepatite C/complicações , Hepatite C/tratamento farmacológico , Hepatite C/epidemiologia , Consumo de Bebidas Alcoólicas , Resultado do Tratamento
11.
Am J Epidemiol ; 190(7): 1220-1222, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-33295947

RESUMO

There are an infinite number of small decisions to be made in routine clinical practice, and most will never be the subject of prospective research studies. Rather than making these decisions arbitrarily, learning health-care systems leverage experience represented by electronic health record data and other sources to inform decision-making and improve clinical practice. While this approach has been elusive in mental health, Coulombe et al. (Am J Epidemiol. 2021;190(7):1210-1219) use UK National Health Service data to evaluate a decision rule for antidepressant choice created using dynamic weighted survival modeling. Although the results are equivocal in this use case, the work suggests a path forward for data-driven decision-making in routine mental health care. Such approaches will be required to set the stage for a learning mental health care system.


Assuntos
Saúde Mental , Medicina Estatal , Atenção à Saúde , Registros Eletrônicos de Saúde , Humanos , Estudos Prospectivos
12.
Br J Psychiatry ; 219(5): 588-593, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-35048831

RESUMO

BACKGROUND: There are limited studies examining mortality associated with electroconvulsive therapy (ECT), and many studies do not include a control group or method to identify all patient deaths. AIMS: We aimed to evaluate the risk of death associated with ECT treatments over 30 days and 1 year. METHOD: We conducted a study analysing electronic medical record data from the Department of Veterans Affairs healthcare system between 2000 and 2017. We compared mortality among patients who received ECT with a matched group of patients created through propensity score matching. RESULTS: Our sample included 123 479 individual ECT treatments provided to 8720 patients (including 5157 initial index courses of ECT). Mortality associated with individual ECT treatments was 3.08 per 10 000 treatments over the first 7 days after treatment. When comparing patients who received ECT with a matched group of mental health patients, those receiving ECT had a relative odds of all-cause mortality in the year after their index course of 0.87 (95% CI 0.79-1.11; P = 0.10), and a relative risk of death from causes other than suicide of 0.79 (95% CI 0.66-0.95; P < 0.01). The similar relative odds of all-cause mortality in the first 30 days after ECT was 1.06 (95% CI 0.65-1.73) for all-cause mortality, and 1.02 (95% CI 0.58-1.8) for all-cause mortality excluding suicide deaths. CONCLUSIONS: There was no evidence of elevated or excess mortality after ECT. There was some indication that mortality may be reduced in patients receiving ECT compared with similar patients who do not receive ECT.


Assuntos
Eletroconvulsoterapia , Suicídio , Eletroconvulsoterapia/efeitos adversos , Humanos , Saúde Mental , Razão de Chances , Pontuação de Propensão , Suicídio/psicologia
13.
Br J Psychiatry ; 219(2): 440-447, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33653425

RESUMO

BACKGROUND: Suicide risk is high in the 30 days after discharge from psychiatric hospital, but knowledge of the profiles of high-risk patients remains limited. AIMS: To examine sex-specific risk profiles for suicide in the 30 days after discharge from psychiatric hospital, using machine learning and Danish registry data. METHOD: We conducted a case-cohort study capturing all suicide cases occurring in the 30 days after psychiatric hospital discharge in Denmark from 1 January 1995 to 31 December 2015 (n = 1205). The comparison subcohort was a 5% random sample of all persons born or residing in Denmark on 1 January 1995, and who had a first psychiatric hospital admission between 1995 and 2015 (n = 24 559). Predictors included diagnoses, surgeries, prescribed medications and demographic information. The outcome was suicide death recorded in the Danish Cause of Death Registry. RESULTS: For men, prescriptions for anxiolytics and drugs used in addictive disorders interacted with other characteristics in the risk profiles (e.g. alcohol-related disorders, hypnotics and sedatives) that led to higher risk of postdischarge suicide. In women, there was interaction between recurrent major depression and other characteristics (e.g. poisoning, low income) that led to increased risk of suicide. Random forests identified important suicide predictors: alcohol-related disorders and nicotine dependence in men and poisoning in women. CONCLUSIONS: Our findings suggest that accurate prediction of suicide during the high-risk period immediately after psychiatric hospital discharge may require a complex evaluation of multiple factors for men and women.


Assuntos
Transtornos Relacionados ao Uso de Álcool , Transtornos Mentais , Suicídio , Assistência ao Convalescente , Estudos de Coortes , Dinamarca/epidemiologia , Feminino , Hospitais Psiquiátricos , Humanos , Aprendizado de Máquina , Masculino , Transtornos Mentais/epidemiologia , Alta do Paciente , Sistema de Registros , Fatores de Risco
14.
Psychol Med ; 51(8): 1382-1391, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-32063248

RESUMO

BACKGROUND: This study evaluated whether natural language processing (NLP) of psychotherapy note text provides additional accuracy over and above currently used suicide prediction models. METHODS: We used a cohort of Veterans Health Administration (VHA) users diagnosed with post-traumatic stress disorder (PTSD) between 2004-2013. Using a case-control design, cases (those that died by suicide during the year following diagnosis) were matched to controls (those that remained alive). After selecting conditional matches based on having shared mental health providers, we chose controls using a 5:1 nearest-neighbor propensity match based on the VHA's structured Electronic Medical Records (EMR)-based suicide prediction model. For cases, psychotherapist notes were collected from diagnosis until death. For controls, psychotherapist notes were collected from diagnosis until matched case's date of death. After ensuring similar numbers of notes, the final sample included 246 cases and 986 controls. Notes were analyzed using Sentiment Analysis and Cognition Engine, a Python-based NLP package. The output was evaluated using machine-learning algorithms. The area under the curve (AUC) was calculated to determine models' predictive accuracy. RESULTS: NLP derived variables offered small but significant predictive improvement (AUC = 0.58) for patients that had longer treatment duration. A small sample size limited predictive accuracy. CONCLUSIONS: Study identifies a novel method for measuring suicide risk over time and potentially categorizing patient subgroups with distinct risk sensitivities. Findings suggest leveraging NLP derived variables from psychotherapy notes offers an additional predictive value over and above the VHA's state-of-the-art structured EMR-based suicide prediction model. Replication with a larger non-PTSD specific sample is required.


Assuntos
Processamento de Linguagem Natural , Prevenção do Suicídio , Humanos , Saúde Mental , Registros Eletrônicos de Saúde , Aprendizado de Máquina , Algoritmos
15.
Psychooncology ; 30(4): 581-590, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33247977

RESUMO

OBJECTIVE: To evaluate the effect of a preexisting posttraumatic stress disorder (PTSD) diagnosis on suicide and non-suicide mortalities among men with newly diagnosed prostate cancer, and examine potential mediating factors for the relationship between PTSD and suicide. METHODS: We used patient-level data from Veterans Health Administration electronic medical records to identify men (age ≥40 years) diagnosed with prostate cancer between 2004 and 2014. We used Fine and Gray regression model to estimate the risk for competing mortality outcomes (suicide, non-suicide, and alive). We used structural equation models to evaluate the mediating factors. RESULTS: Our cohort comprised 214,649 men with prostate cancer, of whom 12,208 (5.7%) had a preexisting PTSD diagnosis. Patients with PTSD compared to those without utilized more healthcare services and had lower risk cancer at diagnosis. Additionally, they experienced more suicide deaths (N = 26, 0.21% vs. N = 269, 0.13%) and fewer non-suicide deaths (N = 1399, 11.5% vs. N = 45,625, 22.5%). On multivariable analysis, PTSD was an independent suicide risk factor (HR = 2.35; 95% CI: 1.16, 4.78). Depression, substance use disorder, and any definitive prostate cancer treatment were partial mediators. However, PTSD was associated with lower non-suicide mortality risk (HR = 0.86; 95% CI: 0.77, 0.96). CONCLUSION: Patients with PTSD experienced greater suicide risk even after adjusting for important mediators. They may have experienced lower non-suicide mortality risk due to favorable physical health resulting from greater healthcare service use and early diagnosis of lower risk cancer. Our findings highlight the importance of considering psychiatric illnesses when treating patients with prostate cancer and the need for interventions to ameliorate suicide risk.


Assuntos
Neoplasias da Próstata , Transtornos de Estresse Pós-Traumáticos , Transtornos Relacionados ao Uso de Substâncias , Suicídio , Veteranos , Adulto , Humanos , Masculino , Transtornos de Estresse Pós-Traumáticos/epidemiologia
16.
J Behav Med ; 44(4): 492-506, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-32915350

RESUMO

There is an elevated risk of suicide among people living in rural areas, and the rural-urban disparity in death by suicide is growing in the general United States population. The department of Veterans Affairs (VA) implemented programs targeting rural health in 2007 and suicide prevention in 2008. Rural-urban differences in suicide rates among VA users have not been examined since 2010. We sought to understand whether the rural-urban disparity in suicide risk among VA users decreased during a time of contemporaneous VA efforts to improve access to mental health care for rural Veterans and to improve the effectiveness of mental health services at preventing suicide. We performed a retrospective cohort study examining differences in the raw and adjusted annual suicide rate among rural and urban VA users between 2003 and 2017. All VHA users 2003-2017. Descriptive statistics are presented for all VHA users in 2017. This includes 6,120,355 unique VA users, 32.0% (n = 1,955,935) of whom lived at a rural address. Raw rates of death by suicide were higher in rural VA users than urban VA users overall (33.3 vs. 29.1 deaths per 100,000 population) and across years, but the age, sex, and race-adjusted rates converged in 2005. White VA users had over triple the rate of death by suicide as black VA users, and lived disproportionally in rural areas. The rural-urban suicide disparity among VA users persists. However, the disparity appears to be driven by differences in the racial composition of rural and urban patients, which were not accounted for in prior studies.


Assuntos
Prevenção do Suicídio , Veteranos , Atenção à Saúde , Humanos , Estudos Retrospectivos , População Rural , Estados Unidos/epidemiologia , United States Department of Veterans Affairs , População Urbana
17.
Adm Policy Ment Health ; 48(1): 70-87, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32394096

RESUMO

We sought to develop a quality standard for the prescription of antidepressants for posttraumatic stress disorder (PTSD) that is both consistent with the underlying evidence supporting antidepressants as a treatment for PTSD and associated with the best levels of symptom improvement. We quantified antidepressant initiation during the first year of PTSD treatment in a 10-year national cohort of Department of Veterans Affairs (VA) users, and compared outcomes in a subgroup who completed patient-reported outcome measurement (PROM) as part of routine practice. We added progressively stringent measurement requirements. Prescribing quality for PTSD in the VA was stable over time. Use of PROM was rare in the case of antidepressant treatment, limiting our assessment of outcomes.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Veteranos , Antidepressivos/uso terapêutico , Humanos , Medidas de Resultados Relatados pelo Paciente , Transtornos de Estresse Pós-Traumáticos/tratamento farmacológico , Estados Unidos , United States Department of Veterans Affairs
18.
Depress Anxiety ; 37(4): 356-364, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31850650

RESUMO

BACKGROUND: Although evidence-based psychotherapies (EBPs) for posttraumatic stress disorder (PTSD) were implemented starting in 2005 in the veterans health administration (VHA), the largest national healthcare system in the U.S., the rate of initiation (uptake) and prevalence of these treatments in each calendar year have not been determined. We aimed to elucidate two metrics of EBP utilization, uptake and prevalence, following implementation. METHODS: Cohort study of Iraq and Afghanistan veterans in VHA (N = 181,620) with a PTSD diagnosis and ≥1 psychotherapy-coded outpatient visit from 2001 to 2014. Using natural language processing techniques, annual and cumulative uptake and prevalence rates from 2001 to 2014 were calculated for each of the two EBPs for PTSD, cognitive processing therapy (CPT) and prolonged exposure (PE) therapy. RESULTS: Annual uptake of CPT increased during most years, reaching a maximum of 11.1%. Annual uptake of PE showed little change until 2008 and then increased, reaching a maximum of 4.4%. The annual prevalence of CPT increased throughout the study, reaching a maximum of 14.6%. The annual prevalence of PE increased to a maximum of 5.0% in 2010, but then flattened and declined. Annual uptake of minimally adequate CPT increased a to maximum of 5% in 2014. Annual uptake of minimally adequate PE increased to a maximum of 1.2% in 2010. The cumulative prevalence of CPT was 19.9% and cumulative prevalence for PE was 7.5%. CONCLUSIONS: Access to EBPs for PTSD modestly increased for Iraq and Afghanistan veterans after nationwide implementation efforts. Further expanding the reach to veterans is critical, given low rates of minimally adequate EBPs for PTSD.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Veteranos , Afeganistão , Estudos de Coortes , Humanos , Iraque , Psicoterapia , Transtornos de Estresse Pós-Traumáticos/epidemiologia , Transtornos de Estresse Pós-Traumáticos/terapia , Estados Unidos/epidemiologia , United States Department of Veterans Affairs
19.
J ECT ; 36(3): 187-192, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32205732

RESUMO

OBJECTIVE: Although evidence has suggested that electroconvulsive therapy (ECT) is effective in reducing suicidal ideation, research establishing the effectiveness of ECT in reducing short-term risk of death by suicide is less conclusive. This study assessed whether receipt of ECT reduced suicide mortality among patients seeking healthcare in Veterans Health Administration hospitals. METHODS: Annual cohorts of patients who received ECT between 2006 and 2015 were propensity score matched with mental health patients who did not receive ECT. After matching, population averaged adjusted odds were calculated to assess the risk of suicide in the year after receipt of ECT, compared with a control group. RESULTS: The study population consisted of 14,810 patients in the ECT cohort and 58,369 matched controls. Matching successfully reduced clinical and demographic differences between cohorts of patients who received ECT and those who did not (asymptotic Kolmogorov-Smirnov statistic = 0.02, P > 0.99). After matching and controlling for remaining between-group differences in an adjusted logistic regression, the odds of suicide in the year after receipt of ECT were not statistically different from those of matched patients who did not receive the procedure (odds ratio = 1.31, 95% confidence interval = 0.94-1.96, P = 0.095). CONCLUSIONS: Patients who received ECT were at a high risk for suicide. Electroconvulsive therapy did not seem to have a greater effect on decreasing short-term risk for suicide than other types of mental health treatment provided to patients with similar baseline risk.


Assuntos
Eletroconvulsoterapia/métodos , Ideação Suicida , Prevenção do Suicídio , Veteranos/psicologia , Estudos de Casos e Controles , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pontuação de Propensão , Fatores de Risco
20.
J ECT ; 36(2): 130-136, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-31913928

RESUMO

OBJECTIVES: The body of large-scale, epidemiological research on electroconvulsive therapy (ECT) in the United States is limited. To address this gap, we assessed demographic, clinical, pharmacological, and mental health treatment history as well as 2-year mortality outcomes associated with ECT use in the largest U.S. health care system. METHODS: Among all patients who sought mental health care at Veterans Health Administration (VHA) hospitals in 2012, we used bivariate analyses to compare patients who did and not receive ECT during 2 years of follow-up. Among the population who received ECT, descriptive statistics were calculated to characterize prior mental health treatment patterns and ECT receipt. RESULTS: 0.11% (N = 1616) of all VHA mental health patients in 2012 (N = 1,457,053) received ECT in 2 years of follow-up. There was significant regional variation in provision of ECT. Those who received ECT were more likely to have diagnoses of major depressive, bipolar, and personality disorders and were significantly more likely to have had a recent mental health inpatient stay (risk ratio, 6.94). Receipt of ECT was not associated with a difference in all-cause mortality (risk ratio, 0.88). Thirty-two percent of those who received ECT had no substantial antidepressant or therapy trial in the year before index mental health encounter. CONCLUSIONS: Use of ECT in the VHA is rare. Patients who receive ECT have a complex and high-risk profile, not necessarily consistent with the most common indications for ECT.


Assuntos
Eletroconvulsoterapia/estatística & dados numéricos , Hospitais de Veteranos/estatística & dados numéricos , Adulto , Idoso , Transtorno Bipolar/terapia , Transtorno Depressivo Maior/terapia , Feminino , Seguimentos , Humanos , Masculino , Saúde Mental , Pessoa de Meia-Idade , Mortalidade , Pacientes , Transtornos da Personalidade/terapia , Prevalência , Resultado do Tratamento , Estados Unidos , United States Department of Veterans Affairs , Veteranos , Saúde dos Veteranos
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