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37


Exploring the role of immersive virtual reality simulation in health professions education: A thematic analysis

Talan, Jordan; Forster, Molly; Joseph, Leian; Pradhan, Deepak
BACKGROUND:Although technology is rapidly advancing in immersive virtual reality (VR) simulation, there is a paucity of literature to guide its implementation into health professions education, and there are no described best practices for the development of this evolving technology. OBJECTIVE:We conducted a qualitative study using semi-structured interviews with early adopters of immersive VR simulation technology to investigate utilization and motivations behind employing this technology in educational practice, and to identify the educational needs that this technology can address. METHODS:We conducted 16 interviews with VR early adopters. Data were analyzed via Directed Content Analysis through the lens of the Unified Theory of Acceptance and Use of Technology (UTAUT). RESULTS:The main themes that emerged included Focus on Cognitive Skills, Access to Education, Resource Investment, and Balancing Immersion. These findings help to clarify the intended role of VR simulation in health professions education. Based on our data, we synthesize a set of research questions that may help define best practices for future VR development and implementation. CONCLUSIONS:Immersive VR simulation technology primarily serves to teach cognitive skills, to expand access to educational experiences, to act as a collaborative repository of widely relevant and diverse simulation scenarios, and to foster learning through deep immersion. By applying the UTAUT theoretical framework to the context of VR simulation, we not only collected validation evidence for this established theory, but also proposed several modifications to better explain use behavior in this specific setting.
PMID: 39899270
ISSN: 2369-3762
CID: 5783722

Accuracy of Echocardiographic Cardiac Output Assessment by Critical Care Fellows

Talan, Jordan; Mangalick, Keshav; Pradhan, Deepak; Sauthoff, Harald
BACKGROUND/UNASSIGNED:Advanced critical care echocardiography comprises a specific set of qualitative and quantitative point-of-care echocardiography skills, including a reliable, noninvasive method to measure cardiac output. This technique requires echocardiographic measurement of left ventricular outflow tract (LVOT) diameter and LVOT velocity time integral (VTI). Although there is a demand among critical care fellows to learn these advanced techniques, there are no data describing the acquisition of mastery in these skills. OBJECTIVE/UNASSIGNED:This pilot study aims to describe the accuracy of echocardiographic measurement of LVOT diameter and LVOT VTI obtained by critical care fellows after an educational intervention, as well as to enhance validation evidence for an image scoring assessment that is applicable to these measurements. METHODS/UNASSIGNED:We implemented a brief mastery learning intervention to teach the measurement of LVOT diameter and VTI. Fellow measurements of these parameters, along with the corresponding echocardiographic images, were compared with a gold standard of measurements obtained by professional echocardiography technicians and interpreted by cardiologists. RESULTS/UNASSIGNED: = 0.004), with a mean percent difference of 8.05 ± 7.0%. The sensitivity for fellows to detect an abnormal LVOT VTI was 91%, with a specificity of 43%. CONCLUSION/UNASSIGNED:Critical care fellow measurement of LVOT VTI and LVOT diameter demonstrated strong and moderate positive correlations with cardiologist-reported values, respectively, with acceptable clinical agreement. However, interrater reliability and percent differences showed room for improvement. Education in these advanced skills is resource intensive, and additional research is needed to determine the most effective approach to training fellows.
PMID: 39822220
ISSN: 2690-7097
CID: 5777522

Accuracy of Echocardiographic Cardiac Output Assessment by Critical Care Fellows

Talan, Jordan; Mangalick, Keshav; Pradhan, Deepak; Sauthoff, Harald
BACKGROUND/UNASSIGNED:Advanced critical care echocardiography comprises a specific set of qualitative and quantitative point-of-care echocardiography skills, including a reliable, noninvasive method to measure cardiac output. This technique requires echocardiographic measurement of left ventricular outflow tract (LVOT) diameter and LVOT velocity time integral (VTI). Although there is a demand among critical care fellows to learn these advanced techniques, there are no data describing the acquisition of mastery in these skills. OBJECTIVE/UNASSIGNED:This pilot study aims to describe the accuracy of echocardiographic measurement of LVOT diameter and LVOT VTI obtained by critical care fellows after an educational intervention, as well as to enhance validation evidence for an image scoring assessment that is applicable to these measurements. METHODS/UNASSIGNED:We implemented a brief mastery learning intervention to teach the measurement of LVOT diameter and VTI. Fellow measurements of these parameters, along with the corresponding echocardiographic images, were compared with a gold standard of measurements obtained by professional echocardiography technicians and interpreted by cardiologists. RESULTS/UNASSIGNED: = 0.004), with a mean percent difference of 8.05 ± 7.0%. The sensitivity for fellows to detect an abnormal LVOT VTI was 91%, with a specificity of 43%. CONCLUSION/UNASSIGNED:Critical care fellow measurement of LVOT VTI and LVOT diameter demonstrated strong and moderate positive correlations with cardiologist-reported values, respectively, with acceptable clinical agreement. However, interrater reliability and percent differences showed room for improvement. Education in these advanced skills is resource intensive, and additional research is needed to determine the most effective approach to training fellows.
PMID: 39822220
ISSN: 2690-7097
CID: 5777512

Impaired immune responses in the airways are associated with poor outcome in critically ill COVID-19 patients

Barnett, Clea R; Krolikowski, Kelsey; Postelnicu, Radu; Mukherjee, Vikramjit; Sulaiman, Imran; Chung, Matthew; Angel, Luis; Tsay, Jun-Chieh J; Wu, Benjamin G; Yeung, Stephen T; Duerr, Ralf; Desvignes, Ludovic; Khanna, Kamal; Li, Yonghua; Schluger, Rosemary; Rafeq, Samaan; Collazo, Destiny; Kyeremateng, Yaa; Amoroso, Nancy; Pradhan, Deepak; Das, Sanchita; Evans, Laura; Uyeki, Timothy M; Ghedin, Elodie; Silverman, Gregg J; Segal, Leopoldo N; Brosnahan, Shari B
INTRODUCTION/UNASSIGNED:Mounting evidence indicates that an individual's humoral adaptive immune response plays a critical role in the setting of SARS-CoV-2 infection, and that the efficiency of the response correlates with disease severity. The relationship between the adaptive immune dynamics in the lower airways with those in the systemic circulation, and how these relate to an individual's clinical response to SARS-CoV-2 infection, are less understood and are the focus of this study. MATERIAL AND METHODS/UNASSIGNED:We investigated the adaptive immune response to SARS-CoV-2 in paired samples from the lower airways and blood from 27 critically ill patients during the first wave of the pandemic (median time from symptom onset to intubation 11 days). Measurements included clinical outcomes (mortality), bronchoalveolar lavage fluid (BALF) and blood specimen antibody levels, and BALF viral load. RESULTS/UNASSIGNED:While there was heterogeneity in the levels of the SARS-CoV-2-specific antibodies, we unexpectedly found that some BALF specimens displayed higher levels than the paired concurrent plasma samples, despite the known dilutional effects common in BALF samples. We found that survivors had higher levels of anti-spike, anti-spike-N-terminal domain and anti-spike-receptor-binding domain IgG antibodies in their BALF (p<0.05), while there was no such association with antibody levels in the systemic circulation. DISCUSSION/UNASSIGNED:Our data highlight the critical role of local adaptive immunity in the airways as a key defence mechanism against primary SARS-CoV-2 infection.
PMCID:11228597
PMID: 38978558
ISSN: 2312-0541
CID: 5732242

Lighting the FUSE to spark simulation best practices

Pradhan, Deepak; Penalo, Laura; Agnant, Joanne
PMID: 38366674
ISSN: 1365-2923
CID: 5751312

Are Incoming Interns Prepared for Patient Safety? New York University Grossman School of Medicine 5-Year Experience [Abstract]

Beltran, Christine P; Pradhan, Deepak; Phillips, Donna; Agnant, Joanne; Tame, Katie; Blatt, Brielle; Buckver-Keltz, Lynn; Manko, Jeffrey A; Zabar, Sondra
ORIGINAL:0017464
ISSN: 1040-2446
CID: 5751322

Simulation of New York City's Ventilator Allocation Guideline During the Spring 2020 COVID-19 Surge

Walsh, B Corbett; Zhu, Jianan; Feng, Yang; Berkowitz, Kenneth A; Betensky, Rebecca A; Nunnally, Mark E; Pradhan, Deepak R
IMPORTANCE:The spring 2020 surge of COVID-19 unprecedentedly strained ventilator supply in New York City, with many hospitals nearly exhausting available ventilators and subsequently seriously considering enacting crisis standards of care and implementing New York State Ventilator Allocation Guidelines (NYVAG). However, there is little evidence as to how NYVAG would perform if implemented. OBJECTIVES:To evaluate the performance and potential improvement of NYVAG during a surge of patients with respect to the length of rationing, overall mortality, and worsening health disparities. DESIGN, SETTING, AND PARTICIPANTS:This cohort study included intubated patients in a single health system in New York City from March through July 2020. A total of 20 000 simulations were conducted of ventilator triage (10 000 following NYVAG and 10 000 following a proposed improved NYVAG) during a crisis period, defined as the point at which the prepandemic ventilator supply was 95% utilized. EXPOSURES:The NYVAG protocol for triage ventilators. MAIN OUTCOMES AND MEASURES:Comparison of observed survival rates with simulations of scenarios requiring NYVAG ventilator rationing. RESULTS:The total cohort included 1671 patients; of these, 674 intubated patients (mean [SD] age, 63.7 [13.8] years; 465 male [69.9%]) were included in the crisis period, with 571 (84.7%) testing positive for COVID-19. Simulated ventilator rationing occurred for 163.9 patients over 15.0 days, 44.4% (95% CI, 38.3%-50.0%) of whom would have survived if provided a ventilator while only 34.8% (95% CI, 28.5%-40.0%) of those newly intubated patients receiving a reallocated ventilator survived. While triage categorization at the time of intubation exhibited partial prognostic differentiation, 94.8% of all ventilator rationing occurred after a time trial. Within this subset, 43.1% were intubated for 7 or more days with a favorable SOFA score that had not improved. An estimated 60.6% of these patients would have survived if sustained on a ventilator. Revising triage subcategorization, proposed improved NYVAG, would have improved this alarming ventilator allocation inefficiency (25.3% [95% CI, 22.1%-28.4%] of those selected for ventilator rationing would have survived if provided a ventilator). NYVAG ventilator rationing did not exacerbate existing health disparities. CONCLUSIONS AND RELEVANCE:In this cohort study of intubated patients experiencing simulated ventilator rationing during the apex of the New York City COVID-19 2020 surge, NYVAG diverted ventilators from patients with a higher chance of survival to those with a lower chance of survival. Future efforts should be focused on triage subcategorization, which improved this triage inefficiency, and ventilator rationing after a time trial, when most ventilator rationing occurred.
PMCID:10556967
PMID: 37796499
ISSN: 2574-3805
CID: 5707982

AWAreness during REsuscitation - II: A Multi-Center Study of Consciousness and Awareness in Cardiac Arrest

Parnia, Sam; Keshavarz Shirazi, Tara; Patel, Jignesh; Tran, Linh; Sinha, Niraj; O'Neill, Caitlin; Roellke, Emma; Mengotto, Amanda; Findlay, Shannon; McBrine, Michael; Spiegel, Rebecca; Tarpey, Thaddeus; Huppert, Elise; Jaffe, Ian; Gonzales, Anelly M; Xu, Jing; Koopman, Emmeline; Perkins, Gavin D; Vuylsteke, Alain; Bloom, Benjamin M; Jarman, Heather; Nam Tong, Hiu; Chan, Louisa; Lyaker, Michael; Thomas, Matthew; Velchev, Veselin; Cairns, Charles B; Sharm, Rahul; Kulstad, Erik; Scherer, Elizabeth; O'Keeffe, Terence; Foroozesh, Mahtab; Abe, Olumayowa; Ogedegbe, Chinwe; Girgis, Amira; Pradhan, Deepak; Deakin, Charles D
INTRODUCTION/BACKGROUND:Cognitive activity and awareness during cardiac arrest (CA) are reported but ill understood. This first of a kind study examined consciousness and its underlying electrocortical biomarkers during cardiopulmonary resuscitation (CPR). METHODS:) monitoring into CPR during in-hospital CA (IHCA). Survivors underwent interviews to examine for recall of awareness and cognitive experiences. A complementary cross-sectional community CA study provided added insights regarding survivors' experiences. RESULTS:=43%) normal EEG activity (delta, theta and alpha) consistent with consciousness emerged as long as 35-60 minutes into CPR. CONCLUSIONS:Consciousness. awareness and cognitive processes may occur during CA. The emergence of normal EEG may reflect a resumption of a network-level of cognitive activity, and a biomarker of consciousness, lucidity and RED (authentic "near-death" experiences).
PMID: 37423492
ISSN: 1873-1570
CID: 5537312

The Importance of Incorporating Patient Throughput in Crisis Standards of Care Simulations

Walsh, B Corbett; Pradhan, Deepak
PMID: 37165793
ISSN: 1938-744x
CID: 5503352

Local and Systemic Antibody Response to SARS-CoV-2 Infection in Critically Ill COVID-19 Patients

Barnett, C.R.; Krolikowski, K.; Tsay, J.J.; Wu, B.G.; Li, Y.; Chang, M.; Kyeremateng, Y.; Brosnahan, S.; Singh, S.; Kocak, I.; Collazo, D.E.; Mukherjee, V.; Lubinsky, A.S.; Postelnicu, R.; Ghedin, E.; Chung, M.; Angel, L.F.; Sulaiman, I.; Duerr, R.; Schluger, R.; Rafeq, S.; Carpenito, J.; Bakker, J.; Amoroso, N.E.; Kaufman, D.A.; Pradhan, D.; Li, H.; Wang, C.; Silverman, G.; Segal, L.N.
ORIGINAL:0017185
ISSN: 1535-4970
CID: 5651662