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BACKGROUND: Limited studies have examined the extent to which cyberbullying and offline bullying are factors related to youth admissions to behavioral health inpatient units. However, considering the rising use of technology and prevalence of youth bullying, intake procedures require adaptation to account for modern-day psychological pressures facing youth. AIMS: Our aims were to pilot and analyze results from a novel intake form, assessing offline bullying and cyberbullying, in a youth inpatient behavioral health facility. METHODS: Upon admission at an inpatient behavioral health facility in the Midwestern United States, 622 youth (ages 10 and older) and their parent/guardian completed intake forms including questions about their experience of bullying, cyberbullying, and feelings of safety in different environments, and feelings about whether bullying contributed to their inpatient admission. RESULTS: Overall, 21.50% (134/622) of youth self-reported being a cybervictim, 6.10% (38/622) reported being an offline bully victim, and 8.04% (50/622) reported mixed bullying. Bullied youth felt significantly less safe in all environments than non-bullied youth, and bullied youth who felt unsafe were more likely to attribute their hospitalization to bullying. Troublingly, only about one-third of parents were aware of cyberbullying. CONCLUSION: Using traditional standards of care that do not address offline bullying/cyberbullying, mental health care workers may be missing critical factors that contribute to youth inpatient hospitalization for mental health issues. Behavioral health units should consider adapting intake forms to include offline bullying/cyberbullying questions and developing programming for parents and adults to address issues of online and offline safety.
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BACKGROUND: Electronic health records (EHRs) can accelerate documentation and may enhance details of notes, or complicate documentation and introduce errors. Comprehensive assessment of documentation quality requires comparing documentation to what transpires during the clinical encounter itself. We assessed outpatient primary care notes and corresponding recorded encounters to determine accuracy, thoroughness, and several additional key measures of documentation quality. METHODS: Patients and primary care clinicians across five midwestern primary care clinics of the US Department of Veterans Affairs were recruited into a prospective observational study. Clinical encounters were video-recorded and transcribed verbatim. Using the Physician Documentation Quality Instrument (PDQI-9) added to other measures, reviewers scored quality of the documentation by comparing transcripts to corresponding encounter notes. PDQI-9 items were scored from 1 to 5, with higher scores indicating higher quality. RESULTS: Encounters (N = 49) among 11 clinicians were analyzed. Most issues that patients initiated in discussion were omitted from notes, and nearly half of notes referred to information or observations that could not be verified. Four notes lacked concluding assessments and plans; nine lacked information about when patients should return. Except for thoroughness, PDQI-9 items that were assessed achieved quality scores exceeding 4 of 5 points. CONCLUSIONS: Among outpatient primary care electronic records examined, most issues that patients initiated in discussion were absent from notes, and nearly half of notes referred to information or observations absent from transcripts. EHRs may contribute to certain kinds of errors. Approaches to improving documentation should consider the roles of the EHR, patient, and clinician together.
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Documentación , Registros Electrónicos de Salud , Atención Primaria de Salud , United States Department of Veterans Affairs , Humanos , Atención Primaria de Salud/normas , United States Department of Veterans Affairs/organización & administración , Estados Unidos , Documentación/normas , Registros Electrónicos de Salud/normas , Estudios Prospectivos , Atención Ambulatoria/normas , Femenino , Masculino , Persona de Mediana Edad , Pacientes Ambulatorios , AncianoRESUMEN
BACKGROUND: Patients undergoing cardiac catheterization are ordered to take nothing by mouth after midnight before their procedure with no evidence to support this practice. OBJECTIVE: To identify best practice for fasting requirements before cardiac catheterization through comparative evaluation in a prospective randomized controlled study. METHODS: The study included a convenience sample of 197 patients undergoing elective cardiac catheterization in a progressive inpatient cardiac unit at a regional heart institute in the midwestern United States. The patients were randomized into 2 groups. Patients in the heart-healthy diet group could eat a specified diet with low-acid options until the scheduled procedure. Patients in the fasting group were restricted to nothing by mouth after midnight except for sips of water with medications until the scheduled procedure. Outcome measures included patient-reported satisfaction and complications. RESULTS: Compared with patients in the fasting group, those in the heart-healthy diet group had significantly more satisfaction with the preprocedural diet. Patients in the heart-healthy diet group had less thirst and hunger before and after the procedure. No patients experienced pneumonia, aspiration, intubation, or hypoglycemia after the procedure. Fatigue, glucose level, gastrointestinal issues, and loading dose of antiplatelet medication did not differ between the groups. CONCLUSIONS: Allowing patients to eat before elective cardiac catheterization posed no safety risk and benefited patient satisfaction and overall care. The results of this study may help identify best practice for allowing patients to eat before elective procedures using conscious sedation.
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Dieta Saludable , Ayuno , Humanos , Estudios Prospectivos , Cateterismo Cardíaco/efectos adversos , Satisfacción del PacienteRESUMEN
Introduction Readmission rates after open heart surgery (OHS) remain an important clinical issue. The causes are varied, with identifying risk factors potentially providing valuable information to reduce healthcare costs and the rate of post-operative complications. This study aimed to characterize the reasons for 30-day hospital readmission rates of patients after open heart surgery. Methods All patients over 18 years of age undergoing OHS at a community hospital from January 2020 through December 2020 were identified. Demographic data, medical history, operative reports, post-operative complications, and telehealth interventions were obtained through chart review. Descriptive statistics and readmission rates were calculated, along with a logistic regression model, to understand the effects of medical history on readmission. Results A total of 357 OHS patients met the inclusion criteria for the study. Within the population, 8.68% of patients experienced readmission, 10.08% had an emergency department (ED) visit, and 95.80% had an outpatient office visit. A history of atrial fibrillation (AFib) significantly predicted 30-day hospital readmissions but not ED or outpatient office visits. Telehealth education was delivered to 66.11% of patients. Conclusion The study investigated factors associated with 30-day readmission following OHS. AFib patients were more likely to be readmitted than patients without atrial fibrillation. No other predictors of readmission, ED visits, or outpatient office visits were found. Patients reporting symptoms of tachycardia, pain, dyspnea, or "other" could be at increased risk for readmission.
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Peer support programs have been utilized for a variety of mental-health-related needs, including suicidality and depression. In this pilot program, we developed a peer support network to address multimorbidity involving intimate partner violence (IPV), suicidal ideation, and depression. Over one year, our Suicide Obviation Support (SOS) navigators enrolled and provided at-elbow support to 108 patients (67.6% women) who screened positive for IPV, many of whom also screened at moderate or high risk for suicidality (64.8%) and/or exhibited depression symptoms. At a 6-month follow-up, 63 participants (58.3%) were retained. Those who stayed enrolled in the program for six months were less likely to report IPV and depression symptoms and were at a lower risk for suicide than the original sample, and analyses showed that IPV, depression, and suicide risk scores declined significantly in this group. The SOS navigators provided direct support and continuity of care for these high-risk patients, which included referrals to mental health treatment and other types of support services, such as transportation and emergency housing. This program provides a model for healthcare systems that desire to implement peer support programs servicing individuals who face multiple, acute mental health care needs.
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BACKGROUND: Creative arts therapies (CAT) are employed throughout the Veterans Health Administration (VHA) and are predominantly delivered in-person. Though telehealth delivery of CAT was used at several VHA facilities to increase services to rural Veterans, due to guidance from the Center for Disease Control and VHA that temporarily suspended or reduced in-person services, there was a large increase of CAT therapists enterprise-wide who adopted telehealth delivery. The aims of this study were to evaluate adoption and adaptation of CAT telehealth delivery and identify related barriers and facilitators. METHODS: We deployed a survey guided by the Consolidated Framework for Implementation Research and administered it via email to all VHA CAT therapists (N = 120). Descriptive statistics were used to summarize data and responses were compared based on therapists' age, years of experience and CAT discipline. Open survey field responses were summarized, qualitatively coded, and analyzed thematically. RESULTS: Most therapists (76%) reported adopting telehealth with 74% each delivering > 50 CAT sessions in the prior year. Therapists adapted interventions or created new ones to be delivered through telehealth. Barriers included: technical challenges, control of the virtual space, and building rapport. Facilitators included added equipment, software, and infrastructure. CAT therapists adapted their session preparation, session content, outcome expectations, and equipment. CAT therapists reported being able to reach more patients and improved access to care with telehealth compared to in person visits. Additional benefits were patient therapeutic effects from attending sessions from home, therapist convenience, and clinician growth. CONCLUSIONS: VHA CAT therapists used their inherent creativity to problem solve difficulties and make adaptations for CAT telehealth adoption. Future studies may explore CAT telehealth sustainment and its effectiveness on clinical processes and outcomes.
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Telemedicina , Veteranos , Humanos , Salud de los Veteranos , Encuestas y CuestionariosRESUMEN
BACKGROUND: Surgical futility and shared decision-making to proceed with high-risk surgery are challenging for patients and surgeons alike. It is unknown which factors contribute to a patient's decision to undergo high-risk and potentially futile surgery. The clinical perspective, founded in statistical probabilities of survival, could be misaligned with a patient's determination of worthwhile surgery. This study assesses factors most important to patients in pursuing high-risk surgery. STUDY DESIGN: Via anonymous survey, lay participants recruited through Amazon's Mturk were presented high-risk scenarios necessitating emergency surgery. They rated factors (objective risk and quality-of-life domains) in surgical decision-making (0 = not at all, 4 = extremely) and made the decision to pursue surgery based on clinical scenarios. Repeated observations were accounted for via a generalized mixed-effects model and estimated effects of respondent characteristics, scenario factors, and likelihood to recommend surgery. RESULTS: Two hundred thirty-six participants completed the survey. Chance of survival to justify surgery averaged 69.3% (SD = 21.3), ranking as the highest determining factor in electing for surgery. Other factors were also considered important in electing for surgery, including the average number of days the patient lived if surgery were and were not completed, functional and pain status after surgery, family member approval, and surgery cost. Postoperative independence was associated with proceeding with surgery (p < 0.001). Recommendations by patient age was moderated by respondent age (p = 0.002). CONCLUSION: Patients highly value likelihood of survival and postoperative independence in shared decision-making for high-risk surgery. It is important to improve the understanding of surgical futility from a patient's perspective.
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Inutilidad Médica , Cirujanos , Humanos , Encuestas y Cuestionarios , Toma de DecisionesRESUMEN
Background: People who support Veterans as they transition from their military service into civilian life may be at an increased risk of psychological distress. Existing studies focus primarily on paid family caregivers, but few studies include spouses and informal non-family "care partners." We sought to identify key challenges faced by care partners of Veterans with invisible injuries. Methods: Semi-structured interviews were conducted with 36 individuals involved in supporting a recently separated US military Veteran enrolled in a 2-year longitudinal study. CPs completed validated measures on perceived stress, caregiving burden, quality of their relationship, life satisfaction, and flourishing. Independent t-tests were used to compare cases in these groups on caregiving burden, quality of their relationship, life satisfaction, and flourishing. Care partners were categorized as reporting high and low levels of stress. Exemplar cases were used to demonstrate divergences in the experiences of CPs with different levels of stress over time. Results: Care partners reported shifts in self-perception that occurred from supporting a Veteran, emphasizing how they helped Veterans navigate health systems and the processes of disclosing health and personal information in civilian contexts. Exemplar cases with high and low burdens demonstrated divergent experiences in self-perception, managing multi-faceted strain, and coping with stress over time. Case studies of specific care partners illustrate how multi-faceted strain shifted over time and is affected by additional burdens from childcare, financial responsibilities, or lack of education on mental health issues. Conclusions: Findings suggest the unique needs of individuals who support military Veterans with invisible injuries, highlighting variations and diachronic elements of caregiving. This sample is younger than the typical caregiver sample with implications for how best to support unpaid care partners caring for Veterans in the early to mid-period of their use of VA and civilian health services.
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Personal Militar , Veteranos , Humanos , Cuidadores , Estudios Longitudinales , Habilidades de AfrontamientoRESUMEN
OBJECTIVE: This article examines the relationship between inpatient mental health units' adherence to recovery-oriented care and 30-day patient readmission. METHOD: The sample included patients admitted to one of 34 Veterans Health Administration inpatient mental health units. Recovery-oriented care was assessed using interviews and site visits. Patient characteristics and readmission data were derived from administrative data. FINDINGS: Overall recovery orientation was not associated with readmission. Exploratory analyses found higher scores on a subsample of items pertaining to inpatient therapeutic programming were associated with lower patient readmissions. Additionally, patients with more prior service use and substance abuse or personality disorders were more likely to be readmitted. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE: A growing body of literature supports the association between psychotherapeutic services in inpatient units and better patient outcomes. However, further research is needed to examine this association. More work is needed to develop appropriate psychotherapy services for the inpatient setting and support their implementation. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Trastornos Mentales , Trastornos Relacionados con Sustancias , Humanos , Readmisión del Paciente , Pacientes Internos , Salud Mental , Hospitalización , Trastornos Relacionados con Sustancias/terapia , Trastornos Mentales/terapiaRESUMEN
OBJECTIVES: To examine the understanding and practice of shared decision-making (SDM) within the context of recovery-oriented care across Veterans Health Administration (VHA) inpatient mental healthcare units. DESIGN: VHA inpatient mental health units were scored on the Recovery-Oriented Acute Inpatient Scale (RAIN). Scores on the RAIN item for medication SDM were used to rank each site from lowest to highest. The top 7 and bottom 8 sites (n=15) were selected for additional analyses using a mixed-methods approach, involving qualitative interviews, observation notes and quantitative data. SETTING: 34 VHA inpatient mental health units located in every geographical region of the USA. PARTICIPANTS: 55 treatment team members. RESULTS: Our results identified an overarching theme of 'power-sharing' that describes participants' conceptualisation and practice of medication decision-making. Three levels of power sharing emerged from both interview and observational data: (1) No power sharing: patients are excluded from treatment decisions; (2) Limited power sharing: patients are informed of treatment decisions but have limited influence on the decision-making process; and (3) Shared-power: patients and providers work collaboratively and contribute to medication decisions. Comparing interview to observational data, only observational data indicating those themes differentiate top from bottom scoring sites on the RAIN SDM item scores. All but one top scoring sites indicated shared power medication decision processes, whereas bottom sites reflected mostly no power sharing. Additionally, our findings highlight three key factors that facilitate the implementation of SDM: inclusion of veteran in treatment teams, patient education and respect for patient autonomy. CONCLUSIONS: Implementation of SDM appears feasible in acute inpatient mental health units. Although most participants were well informed about SDM, that knowledge did not always translate into practice, which supports the need for ongoing implementation support for SDM. Additional contextual factors underscore the value of patients' self-determination as a guiding principle for SDM, highlighting the role of a supporting, empowering and autonomy-generating environment.
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Trastornos Mentales , Servicios de Salud Mental , Toma de Decisiones , Humanos , Pacientes Internos , Trastornos Mentales/tratamiento farmacológico , Participación del Paciente , Salud de los VeteranosRESUMEN
Veno-venous extracorporeal membrane oxygenation (VV ECMO) has been used as a life-supporting modality for patients with severe respiratory failure because of coronavirus disease 2019 (COVID-19). We aim to evaluate the performance of the RESP score in predicting the hospital survival of COVID-19 patients undergoing VV ECMO. We performed retrospective analysis of the extracorporeal life support organization (ELSO) dataset for COVID-19 patients requiring ECMO support to evaluate the performance of RESP score in predicting in hospital survival. All adult (age ≥18) COVID-19 patients receiving VV ECMO for acute respiratory failure enrolled in the ELSO database from March to August 2020 were included in the analysis. A total of 1985 patients from the ELSO registry were identified and analyzed based on pre-ECMO variables. Median RESP score of survivors was 3 (IQR 1-5) compared to 2 (IQR 0-4) in deceased. A logistic model including RESP score variables poorly discriminated survival and death with AUC (area under curve) 0.61 (95% confidence interval: 0.59-0.64). In-hospital survival for COVID-19 patients based on RESP score class from I to V was 69.7%, 59.3%, 45.7%, 42.5%, and 32.3%, respectively. Patients with immunosuppression (relative risk = 0.43) and pre-ECMO cardiac arrest (relative risk = 0.48) had lower survival. RESP score is a poor predictor of survival in COVID-19 patients undergoing ECMO. Compared to the original cohort used for RESP score creation, COVID-19 patients in RESP class I-III had worse survival whereas the patients in RESP class IV-V had better survival.
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COVID-19 , Oxigenación por Membrana Extracorpórea , Síndrome de Dificultad Respiratoria , Insuficiencia Respiratoria , Adulto , COVID-19/terapia , Humanos , Insuficiencia Respiratoria/terapia , Estudios RetrospectivosRESUMEN
Background: A brief query was fielded to Veterans Health Administration (VHA) facilities across the United States to provide an initial assessment of recreation therapy (RT) and creative arts therapy (CAT) telehealth utilization. Methods: To develop an understanding of barriers and identify potential solutions for better delivery of services, a cross-sectional survey was deployed to points of contact at 136 VHA facilities. The survey included questions across five areas: staff, infrastructure, barriers to use, training, and interventions being deployed. Descriptive statistics were calculated, and a thematic analysis of qualitative responses was conducted. Results: The most frequent themes from aggregated responses indicated a need for hands-on training, reliable telehealth equipment, and accessible training and tools for Veteran patients who want to use telehealth services. Conclusion: Telehealth delivery of RT/CAT has increased services to Veteran patient populations; however, equipment and training are needed to expand consistent delivery to enhance patient reach across a national health care system.
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Administración Hospitalaria , Telemedicina , Veteranos , Estudios Transversales , Humanos , Recreación , Estados Unidos , United States Department of Veterans AffairsRESUMEN
Prior studies have demonstrated disruption to outpatient mental health services after the onset of the COVID-19 pandemic. Inpatient mental health services have received less attention. The current study utilized an existing cohort of 33 Veterans Health Affairs (VHA) acute inpatient mental health units to examine disruptions to inpatient services. It further explored the association between patient demographic, clinical, and services variables on relapse rates. Inpatient admissions and therapeutic services (group and individual therapy and peer support) were lower amongst the COVID-19 sample than prior to the onset of COVID-19 while lengths of stay were longer. Relapse rates did not differ between cohorts. Patients with prior emergent services use as well as substance abuse or personality disorder diagnoses were at higher risk for relapse. Receiving group therapy while admitted was associated with lower risk of relapse. Inpatient mental health services saw substantial disruptions across the cohort. Inpatient mental health services, including group therapy, may be an important tool to prevent subsequent relapse.
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OBJECTIVE: The current article describes efforts to develop and test a measure of recovery-oriented inpatient care. METHOD: The Recovery-oriented Acute INpatient (RAIN) scale was based on prior literature and current Veterans Health Administration (VHA) policy and resources and further revised based on data collection from 34 VHA acute inpatient units. RESULTS: A final scale of 23, behaviorally anchored items demonstrated a four-factor structure including the following factors: inpatient treatment planning, outpatient treatment planning, group programming, and milieu. While several items require additional revision to address psychometric concerns, the scale demonstrated adequate model fit and was consistent with prior literature on recovery-oriented inpatient care. Conclusions and Implementations for Practice: The RAIN scale represents an important tool for future implementation and empirical study of recovery-oriented inpatient care. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Trastornos Mentales , Servicios de Salud Mental , Humanos , Pacientes Internos , Trastornos Mentales/terapia , Salud Mental , Psicometría , Estados Unidos , United States Department of Veterans AffairsRESUMEN
OBJECTIVES: Brain tumors, including pituitary adenomas (PA), cause anxiety and distress, with a high unmet need for information correlating with increased anxiety. Condition-specific education may alleviate anxiety. We explored patients' experience around the diagnosis of a PA and piloted a patient education intervention to address peridiagnostic anxiety in adults diagnosed with PA. METHODS: Anxiety, patient satisfaction, patient knowledge, and need for information were measured prior to, immediately after, and 1 month following the appointment in this multimethods study. A phone interview to explore patient diagnostic and intervention experiences was analyzed using qualitative methods. RESULTS: A total of 17 patients participated in the study; 15 completed the interview. The baseline need for information was high. Disease-specific anxiety decreased, and patient knowledge and satisfaction increased significantly after the initial visit. Interview analysis identified 3 main themes: (1) the importance of communication; (2) the need for information; and (3) the impact of the diagnosis on patient experience. CONCLUSIONS: For patients with newly diagnosed PA, the diagnostic experience was associated with high levels of anxiety. Patients expressed a need for information. Information delivery reduced anxiety and had a positive impact on patient satisfaction. PRACTICE IMPLICATIONS: The study findings suggest a need for a streamlined diagnostic process with readily accessible information.
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Certain immigration factors may increase somatic, anxiety, and depressive (SAD) symptoms in Latinx immigrants. Our study examined prevalence of SAD symptoms in Latinx immigrants 18-29 presenting to primary care with correlates of acculturation, immigration, and legal status. SAD symptoms were measured using the PHQ-14, GAD-7 and PHQ-8. Moderate somatization (37%), anxiety (20%), and depression (25%) were common. Multivariable analysis found five immigration factors predicted a higher composite SAD score and the presence of each additional factor increased likelihood of a SAD score ≥ 20 (OR 1.7; 95% CI, 1.1 to 2.5). SAD scores increased in a dose-response fashion (8.3, 10.5, 14.8, 17.1, 21.7, 29.3) with the added presence of each factor. Elevated SAD scores were not associated with gender, marital status, education, income, country of origin, or acculturation. Screening with our five factor immigration distress index may help identify patients at risk for higher SAD scores during a primary care visit.
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Trastornos de Ansiedad , Emigrantes e Inmigrantes , Ansiedad/epidemiología , Depresión/epidemiología , Emigración e Inmigración , Humanos , Prevalencia , Adulto JovenRESUMEN
Objective: Clinician burnout in healthcare is extensive and of growing concern. In mental health and rehabilitation settings, research on interventions to improve burnout and work engagement is limited and rarely addresses organizational drivers of burnout. This study sought to elaborate on the organizational influence of burnout and work engagement in mental health. Methods: We randomly selected 40 mental health clinicians and managers who were participating in a burnout intervention and conducted semi-structured interviews to understand their views of organizational conditions impacting burnout and work engagement. Data were analyzed using a thematic analytical approach. Results: Analyses yielded three major themes where organizational contexts might reduce burnout and increase work engagement: (a) a work culture that prioritizes person-centered care over productivity and other performance metrics, (b) robust management skills and practices to overcome bureaucracy, and (c) opportunities for employee professional development and self-care. Participants also referenced three levels of the organizational context that they believed influenced burnout and work engagement: front-line supervisors and program managers, organizational executive leadership, and the larger health system. Conclusions and Implications for Practice: Findings point to several possible targets of intervention at various organizational levels that could guide the field toward more effective ways to reduce burnout and improve work engagement. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Agotamiento Profesional , Compromiso Laboral , Personal de Salud , Humanos , Salud Mental , Investigación CualitativaRESUMEN
BACKGROUND: Predicting the risk of in-hospital mortality on admission is challenging but essential for risk stratification of patient outcomes and designing an appropriate plan-of-care, especially among transferred patients. OBJECTIVE: Develop a model that uses administrative and clinical data within 24 h of transfer to predict 30-day in-hospital mortality at an Academic Health Center (AHC). DESIGN: Retrospective cohort study. We used 30 putative variables in a multiple logistic regression model in the full data set (n = 10,389) to identify 20 candidate variables obtained from the electronic medical record (EMR) within 24 h of admission that were associated with 30-day in-hospital mortality (p < 0.05). These 20 variables were tested using multiple logistic regression and area under the curve (AUC)-receiver operating characteristics (ROC) analysis to identify an optimal risk threshold score in a randomly split derivation sample (n = 5194) which was then examined in the validation sample (n = 5195). PARTICIPANTS: Ten thousand three hundred eighty-nine patients greater than 18 years transferred to the Indiana University (IU)-Adult Academic Health Center (AHC) between 1/1/2016 and 12/31/2017. MAIN MEASURES: Sensitivity, specificity, positive predictive value, C-statistic, and risk threshold score of the model. KEY RESULTS: The final model was strongly discriminative (C-statistic = 0.90) and had a good fit (Hosmer-Lemeshow goodness-of-fit test [X2 (8) =6.26, p = 0.62]). The positive predictive value for 30-day in-hospital death was 68%; AUC-ROC was 0.90 (95% confidence interval 0.89-0.92, p < 0.0001). We identified a risk threshold score of -2.19 that had a maximum sensitivity (79.87%) and specificity (85.24%) in the derivation and validation sample (sensitivity: 75.00%, specificity: 85.71%). In the validation sample, 34.40% (354/1029) of the patients above this threshold died compared to only 2.83% (118/4166) deaths below this threshold. CONCLUSION: This model can use EMR and administrative data within 24 h of transfer to predict the risk of 30-day in-hospital mortality with reasonable accuracy among seriously ill transferred patients.
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Mortalidad Hospitalaria , Adulto , Humanos , Modelos Logísticos , Curva ROC , Estudios Retrospectivos , Medición de Riesgo , Factores de RiesgoRESUMEN
The implementation of evidence-based psychotherapies, including patient-level measures such as penetration and rates of successfully completing a course of therapy, has received increasing attention. While much attention has been paid to the effect of patient-level factors on implementation, relatively little attention has been paid to therapist factors (e.g., professional training, experience). OBJECTIVE: The current study explores therapists' decisions to offer a particular evidence-based psychotherapy (cognitive behavioral therapy for chronic pain; CBT-CP), whether and how they modify CBT-CP, and the relationship between these decisions and patient completion rates. METHODS: The study utilized survey responses from 141 Veterans Affairs therapists certified in CBT-CP. RESULTS: Therapists reported attempting CBT-CP with a little less than one half of their patients with chronic pain (mean = 48.8%, s.d.=35.7). Therapist were generally split between reporting modifying CBT-CP for either very few or most of their patients. After controlling for therapist characteristics and modification, therapist-reported percentage of patients with attempted CBT-CP was positively associated with completion rates, t (111) = 4.57, p<.001. CONCLUSIONS: Therapists who attempt CBT-CP more frequently may experience better completion rates, perhaps due to practice effects or contextual factors that support both attempts and completion. Future research should examine this relationship using objective measures of attempt rates and completion.
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Patients with atrial fibrillation (AF) demonstrate persistent knowledge gaps regarding their condition and a substandard adherence to oral anticoagulant (OAC) medication, which contribute to thromboembolic stroke and other clot-related complications. Tailored patient education and medication reminders may help reduce these negative health outcomes. We sought to improve disease knowledge and medication adherence among a sample of AF patients using tailored education and nudges. The intervention leveraged three digital health technologies: a patient portal, an electronic-prescribing data feed, and a smart pill bottle. The content of the educational messaging, nudges, and cadence were tailored according to findings from our user-centered design studies and delivered via a patient portal (MyChart®; Epic Systems, Verona, WI, USA), with which participants were familiar. In a six-month randomized controlled trial with parallel groups, we used MyChart® to send educational messages and medication reminders according to a decision tree that emerged from our prior user-centered design studies. The intervention group demonstrated higher AF knowledge at study completion than the control group and more MyChart® logins throughout the trial, suggesting intervention uptake. Women were more adherent than men and patients diagnosed more than one year ago were more adherent than those with more recent diagnoses. The intervention and control group adherence rates were 93.1% and 89.5%, respectively; intervention effect was moderated by age, medication type, and prior MyChart® use. Within the intervention group, younger patients, those taking once-daily rivaroxaban, and those who were less active MyChart® users prior to the study benefited relative to their control group counterparts. Tailored educational and reminder messages contributed to increased adherence and disease knowledge among AF patients, though certain patient characteristics moderated the intervention's effectiveness. Technology-based health interventions can be useful for older adults with effective tailoring and training.