Martin Ivanov

Digital Health Monitoring and Intervention Suite for Stress in Frontline Nurses: Prospective Cohort Trial

Alice Rueda, Josh Martin, Karisa B. Parkington, Argyrios Perivolaris et autres

Background: Stress among health care workers (HCWs) contributes to burnout, workforce attrition, and adverse patient outcomes. Although virtual reality (VR), psychoeducation, ecological momentary assessments (EMAs), and wearables have independently shown promise in stress research, no integrated digital suite has combined controlled stress …

ca, ie, us (code pays fourni par la source)

Working under pressure: How virtual reality and psychoeducation shape stress and moral distress responses in nurses

Karisa B. Parkington, Marianne Rouleau-Tang, Amit Bhat, Josh Martin et autres

Introduction: Nurses face high levels of stress, particularly in high-pressure environments, such as hospitals. Digital interventions, including virtual reality (VR), offer promising avenues for educating frontline workers, monitoring momentary distress, and delivering evidence-based stress-reduction programs. Objectives: This study examined: (1) the tolerability, …

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Multimodal Framework for Therapeutic Consultations

Martin Ivanov, Alice Rueda, Venkat Bhat, Sridhar Krishnan

Therapeutic engagement between client and clinician is a key indicator in determining treatment outcomes for clients with mental health disorders. Quantifying this type of engagement provides an opportunity for the development of an engagement quantification framework for therapeutic efficacy, based on a …

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Estimating Quality in Therapeutic Conversations: A Multi-Dimensional Natural Language Processing Framework

Alice Rueda, Argyrios Perivolaris, Niloy Roy, D Weston et autres

Engagement between client and therapist is a critical determinant of therapeutic success. We propose a multi-dimensional natural language processing (NLP) framework that objectively classifies engagement quality in counseling sessions based on textual transcripts. Using 253 motivational interviewing transcripts (150 high-quality, 103 low-quality), …

Digital Interventions to Understand and Mitigate Stress Response: Protocol for Process and Content Evaluation of a Cohort Study

Josh Martin, Alice Rueda, Gyu Hee Lee, Vanessa K. Tassone et autres

BACKGROUND: Staffing and resource shortages, especially during the COVID-19 pandemic, have increased stress levels among health care workers. Many health care workers have reported feeling unable to maintain the quality of care expected within their profession, which, at times, may lead to …

ca, us (code pays fourni par la source)

Digital Interventions to Understand and Mitigate Stress Response: Protocol for Process and Content Evaluation of a Cohort Study (Preprint)

Josh Martin, Alice Rueda, Gyu Hee Lee, Vanessa K. Tassone et autres

BACKGROUND Staffing and resource shortages, especially during the COVID-19 pandemic, have increased stress levels among health care workers. Many health care workers have reported feeling unable to maintain the quality of care expected within their profession, which, at times, may lead to …

ca, us, pr (code pays fourni par la source)

Digital phenotyping for classification of anxiety severity during COVID-19

Binh Nguyen, Martin Ivanov, Venkat Bhat, Sridhar Krishnan

COVID-19 has led to an increase in anxiety among Canadians. Canadian Perspectives Survey Series (CPSS) is a dataset created by Statistics Canada to monitor the effects of COVID-19 among Canadians. Survey data were collected to evaluate health and health-related behaviours. This work …

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Microbial alterations of Late Pleistocene fossil mammal bones from permafrost environments of northern Yakutia (NE Siberia)

Gabriela Calábková, Martin Ivanov, Jiřı́ Chlachula

Therapist-assisted Internet-delivered cognitive behavior therapy for depression and anxiety: Translating evidence into clinical practice

Heather D. Hadjistavropoulos, Nicole E. Pugh, Marcie Nugent, Hugo Hesser et autres

This dissemination study examined the effectiveness of therapist-assisted Internet-delivered Cognitive Behavior Therapy (ICBT) when offered in clinical practice. A centralized unit screened and coordinated ICBT delivered by newly trained therapists working in six geographically dispersed clinical settings. Using an open trial design, …

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