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2023

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Full-Text Articles in Health Information Technology

Engaging Chief Medical Officers To Improve Multidisciplinary Rounds, Gregory Mccormack, Pranav C. Mehta Dec 2023

Engaging Chief Medical Officers To Improve Multidisciplinary Rounds, Gregory Mccormack, Pranav C. Mehta

HCA Healthcare Journal of Medicine

Background

Multidisciplinary rounds (MDRs), a model of care in which multiple members of the care team, representing different disciplines, come together to discuss the care of a patient in real-time. MDRs are a valuable tool for clinical teams to improve patient length of stay (LOS), reduce healthcare-associated infections, and increase care coordination. HCA Healthcare’s data science and performance improvement teams created a data visualization tool called Next-gen Analytics for Treatment and Efficiency (NATE) Tempo to support care teams in managing rounds and barriers.

Methods

A pilot implementation of MDRs using the NATE Tempo tool was initiated in 10 hospitals, accompanied …


A Prioritized Patient-Centered Research Agenda To Reduce Disparities In Telehealth Uptake: Results From A National Consensus Conference, Kristin L. Rising, Mackenzie Kemp, Amy E. Leader, Anna Marie Chang, Andrew J. Monick, Amanda Guth, Tracy Esteves Camacho, Gregory Laynor, Brooke Worster Dec 2023

A Prioritized Patient-Centered Research Agenda To Reduce Disparities In Telehealth Uptake: Results From A National Consensus Conference, Kristin L. Rising, Mackenzie Kemp, Amy E. Leader, Anna Marie Chang, Andrew J. Monick, Amanda Guth, Tracy Esteves Camacho, Gregory Laynor, Brooke Worster

Department of Emergency Medicine Faculty Papers

Introduction: We hosted a national consensus conference with a diverse group of stakeholders to develop a patient-centered research agenda focused on reducing disparities in telehealth use.

Methods: Attendees were purposively invited to participate in a 2-day virtual conference. The group developed a prioritized research agenda focused on reducing disparities in telehealth uptake, with discussion informed by findings from a scoping review. All work was conducted in partnership with a Steering Committee of national experts in telehealth and patient-centered care (n = 5) and a community-based Telehealth Advisory Board with experience with telehealth use and barriers (n = 8).

Results: Sixty …


Data Quality: Integral To Cauti Surveillance And Improvement In Non-Critical Care Units, Mary Grace Daria Dec 2023

Data Quality: Integral To Cauti Surveillance And Improvement In Non-Critical Care Units, Mary Grace Daria

Master's Projects and Capstones

Background: Urinary tract infections (UTIs) are the most common type of healthcare-acquired infection (HAI), with 75% approximately associated with urinary catheter use. The key to preventing UTIs is to avoid the use of indwelling urinary catheters (IUCs). This study explores denominator data extract logic modifications to increase IUC data capture and accuracy. It is set in a 249-bed acute care, teaching hospital in the Diablo Service Area in Northern California.

Problem: The electronic system used to extract the CAUTI denominator data is inconsistently capturing the IUC device days from the electronic medical record (EMR). This has regulatory reporting ramifications and …


Regulation Of Health Ai Chatbots In Ontario, Mingi Chu Dec 2023

Regulation Of Health Ai Chatbots In Ontario, Mingi Chu

Electronic Thesis and Dissertation Repository

Artificial Intelligence (AI) has made remarkable strides in healthcare, from revolutionizing medical imaging, patient support, research insight, and health education. However, a recent shift from query-based to interactive and regenerative AI presents a question of properly facilitating its development. Upon close inspection, regulations and policy adaptations lag behind the rapidly advancing field of medical AI which raises concerns over governance and societal implications. This paper explains some of the technical and ethical considerations surrounding the use of health AI applications with chatbots as a specific example. It evaluates the existing policies and regulations in Ontario, Canada, that govern the production …


Employing Telepsychiatry Services To Assess The Prevalence And Identify Mental Health Disorders Using The Phq-9 And Gad-7 In Resource-Constrained Regions Of Dadar Mansehra, Pakistan: An Observational Cross-Sectional Study, Iffat Zafar Aga, Sara Saeed Khurram, Mahek Karim, Muhammad Muzzamil, Shahkamal Hashmi, Kashif Shafique Dec 2023

Employing Telepsychiatry Services To Assess The Prevalence And Identify Mental Health Disorders Using The Phq-9 And Gad-7 In Resource-Constrained Regions Of Dadar Mansehra, Pakistan: An Observational Cross-Sectional Study, Iffat Zafar Aga, Sara Saeed Khurram, Mahek Karim, Muhammad Muzzamil, Shahkamal Hashmi, Kashif Shafique

Medical College Documents

Objective: This study aims to measure the prevalence of mental health disorders in low-resource settings through telepsychiatry and evaluate data from Pakistan's Sehat Kahani nurse-assisted online clinics serving low-income communities. This will help to understand the magnitude and nature of the demand for contextual therapies to promote mental health. The paper will discuss the challenges faced in these settings, such as limited access to mental health facilities, stigma and opportunities telemedicine brings.
Design: An observational cross-sectional study of telepsychiatry consultations using Patient Health Questionnaire-9 and Generalised Anxiety Disorder-7 to screen for depression and anxiety was conducted between October and December …


Docai, Riley Badnin, Justin Brunings Dec 2023

Docai, Riley Badnin, Justin Brunings

Computer Science and Software Engineering

DocAI presents a user-friendly platform for recording, transcribing, summarizing, and classifying doctor-patient consultations. The application utilizes AssemblyAI for conversational transcription, and the user interface allows users to either live-record consultations or upload an existing MP3 file. The classification process, powered by 'ml-classify-text,' organizes the consultation transcription into SOAP (Subjective, Objective, Assessment, and Plan) format – a widely used method of documentation for healthcare providers. The result of this development is a simple yet effective interface that effectively plays the role of a medical scribe. However, the application is still facing challenges of inconsistent summarization from the AssemblyAI backend. Future work …


Assessing Virtual Versus In-Person Experiential Learning And Medical High-Fidelity Simulation In Medical Student Pediatric Clerkship Training, Andrew Mitchell Berry Dec 2023

Assessing Virtual Versus In-Person Experiential Learning And Medical High-Fidelity Simulation In Medical Student Pediatric Clerkship Training, Andrew Mitchell Berry

Electronic Theses and Dissertations

Simulation and experiential training have been incorporated into medical school training for decades. The utilization of medical simulations has become an invaluable tool in healthcare education and training. However, circumstances such as limited resources, geographical constraints, or global health crises may hinder the feasibility of conducting in-person medical simulations. In these scenarios, virtual medical simulations emerge as a compelling alternative. While there are many ways to accomplish experiential-based learning, many faculty and students feel Socratic learning styles provide the best learning experience.

As medical students had just finished a predominantly virtual preclinical year due to the COVID-19 pandemic, the research …


Patient Satisfaction With Telemedicine In The Philippines During The Covid-19 Pandemic: A Mixed Methods Study, Alicia Victoria G. Noceda, Lianne Margot M. Acierto, Morvenn Chaimek C. Bertiz, David Emmanuel H. Dionisio, Chelsea Beatrice L. Laurito, Girrard Alphonse T. Sanchez, Arianna Maever Loreche Dec 2023

Patient Satisfaction With Telemedicine In The Philippines During The Covid-19 Pandemic: A Mixed Methods Study, Alicia Victoria G. Noceda, Lianne Margot M. Acierto, Morvenn Chaimek C. Bertiz, David Emmanuel H. Dionisio, Chelsea Beatrice L. Laurito, Girrard Alphonse T. Sanchez, Arianna Maever Loreche

Ateneo School of Medicine and Public Health Publications

Background: The capacity to deliver essential health services has been negatively impacted by the COVID-19 pandemic, particularly due to lockdown restrictions. Telemedicine provides a safe, efficient, and effective alternative that addresses the needs of patients and the health system. However, there remain implementation challenges and barriers to patient adoption in resource-limited settings as in the Philippines. This mixed methods study aimed to describe patient perspectives and experiences with telemedicine services, and explore the factors that influence telemedicine use and satisfaction. Methods: An online survey consisting of items adapted from the Consumer Assessment of Healthcare Providers and Systems (CAHPS) Clinician & …


The Use Of Deception In Dementia-Care Robots: Should Robots Tell "White Lies" To Limit Emotional Distress?, Samuel R. Cox, Grace Cheong, Wei Tsang Ooi Dec 2023

The Use Of Deception In Dementia-Care Robots: Should Robots Tell "White Lies" To Limit Emotional Distress?, Samuel R. Cox, Grace Cheong, Wei Tsang Ooi

ROSA Journal Articles and Publications

With projections of ageing populations and increasing rates of dementia, there is need for professional caregivers. Assistive robots have been proposed as a solution to this, as they can assist people both physically and socially. However, caregivers often need to use acts of deception (such as misdirection or white lies) in order to ensure necessary care is provided while limiting negative impacts on the cared-for such as emotional distress or loss of dignity. We discuss such use of deception, and contextualise their use within robotics.


November / December 2023, Randy Curry, Cindy Brooks Dec 2023

November / December 2023, Randy Curry, Cindy Brooks

RURAL ROCKS

This is the November & December 2023 issue of Rural Rocks from the SWOSU College of Pharmacy.


Effect Of The Announcement Of Human-To-Human Transmission On Teleconsultation Services In China During Covid-19, Mairehaba Maimaitiming, Jingui Xie, Zhichao Zheng, Yongjian Zhu Dec 2023

Effect Of The Announcement Of Human-To-Human Transmission On Teleconsultation Services In China During Covid-19, Mairehaba Maimaitiming, Jingui Xie, Zhichao Zheng, Yongjian Zhu

Research Collection Lee Kong Chian School Of Business

Objectives: Telemedicine enables patients to communicate with physicians effectively, especially during the coronavirus disease (COVID-19) pandemic. However, few studies have explored the use of online health care platforms for a comprehensive range of specialties during the COVID-19 pandemic. This study aimed to investigate how telemedicine services were affected by the announcement of human-to-human transmission in China. Methods: Telemedicine data from haodf.com in China were collected. A difference-in-differences analysis compared the number of telemedicine use and the number of active online physicians for different specialties in 2020 with the numbers in 2019, before and after the announcement of human-to-human transmission. Results: …


Spatial-Temporal Episodic Memory Modeling For Adls: Encoding, Retrieval, And Prediction, Xinjing Song, Di Wang, Chai Quek, Ah-Hwee Tan, Yanjiang Wang Dec 2023

Spatial-Temporal Episodic Memory Modeling For Adls: Encoding, Retrieval, And Prediction, Xinjing Song, Di Wang, Chai Quek, Ah-Hwee Tan, Yanjiang Wang

Research Collection School Of Computing and Information Systems

Activities of daily living (ADLs) relate to people’s daily self-care activities, which reflect their living habits and lifestyle. A prior study presented a neural network model called STADLART for ADL routine learning. In this paper, we propose a cognitive model named Spatial-Temporal Episodic Memory for ADL (STEM-ADL), which extends STADLART to encode event sequences in the form of distributed episodic memory patterns. Specifically, STEM-ADL encodes each ADL and its associated contextual information as an event pattern and encodes all events in a day as an episode pattern. By explicitly encoding the temporal characteristics of events as activity gradient patterns, STEM-ADL …


A Reliable And Secure Mobile Cyber-Physical Digital Microfluidic Biochip For Intelligent Healthcare, Yinan Yao, Decheng Qiu, Huangda Liu, Zhongliao Yang, Ximeng Liu, Yang Yang, Chen Dong Dec 2023

A Reliable And Secure Mobile Cyber-Physical Digital Microfluidic Biochip For Intelligent Healthcare, Yinan Yao, Decheng Qiu, Huangda Liu, Zhongliao Yang, Ximeng Liu, Yang Yang, Chen Dong

Research Collection School Of Computing and Information Systems

Digital microfluidic, as an emerging and potential technology, diversifies the biochemical applications platform, such as protein dilution sewage detection. At present, a vast majority of universal cyberphysical digital microfluidic biochips (DMFBs) transmit data through wires via personal computers and microcontrollers (like Arduino), consequently, susceptible to various security threats and with the popularity of wireless devices, losing competitiveness gradually. On the premise that security be ensured first and foremost, calls for wireless portable, safe, and economical DMFBs are imperative to expand their application fields, engage more users, and cater to the trend of future wireless communication. To this end, a new …


Combat Covid-19 At National Level Using Risk Stratification With Appropriate Intervention, Xuan Jin, Kar Way Tan Dec 2023

Combat Covid-19 At National Level Using Risk Stratification With Appropriate Intervention, Xuan Jin, Kar Way Tan

Research Collection School Of Computing and Information Systems

In the national battle against COVID-19, harnessing population-level big data is imperative, enabling authorities to devise effective care policies, allocate healthcare resources efficiently, and enact targeted interventions. Singapore adopted the Home Recovery Programme (HRP) in September 2021, diverting low-risk COVID-19 patients to home care to ease hospital burdens amid high vaccination rates and mild symptoms. While a patient's suitability for HRP could be assessed using broad-based criteria, integrating machine learning (ML) model becomes invaluable for identifying high-risk patients prone to severe illness, facilitating early medical assessment. Most prior studies have traditionally depended on clinical and laboratory data, necessitating initial clinic …


Exploration Of The Implementation Of An Integrated Electronic Laboratory Information Management System On Quality Diagnostics Service Indicators At A County Level Public Hospital In Western Kenya., Kelly Allen Nov 2023

Exploration Of The Implementation Of An Integrated Electronic Laboratory Information Management System On Quality Diagnostics Service Indicators At A County Level Public Hospital In Western Kenya., Kelly Allen

Capstone Collection

Underinvestment in pathology and laboratory capacity caused by low visibility in research and in prioritization by public health leaders results in limited effective healthcare coverage and an estimated 1.1 million premature deaths annually in Low-and-Middle-Income Countries. Kenya’s public health laboratories provide a median 41% of the Essential Diagnostic List to their patients and in Kisumu County, as much as 44.2% of the population has little to no access to essential diagnostics. The government of Kisumu implemented the county Health Laboratory Strategic Plan 2018-2022 to address this public health challenge. Little information exists on the effectiveness of these initiatives and the …


Promoting Mammography Screenings In African American Women: Media, Church, And Health Providers, Lasonya Little, Debra C. Wallace, K.Jay Poole Nov 2023

Promoting Mammography Screenings In African American Women: Media, Church, And Health Providers, Lasonya Little, Debra C. Wallace, K.Jay Poole

Journal of Health Disparities Research and Practice

Due to the underutilization of screening mammography, African American women (AAW) are more likely to experience negative health outcomes after receiving a late-stage breast cancer diagnosis than White Women (WW). The purpose of this article is to examine the roles of the media, health community and the African American church and pastor and their potential impact in AAW screening decisions. Fifteen AAW, ages 45 and older, were invited to participate in a semi-structured interview. Most women agreed the African American pastor and church as well as the health community, and media are an integral part of their lives. Therefore, specific …


Clinical Practice Implementation To Address Ascvd Risk: A Practice Change In Primary Care, Elizabeth Wooten Nov 2023

Clinical Practice Implementation To Address Ascvd Risk: A Practice Change In Primary Care, Elizabeth Wooten

Student Scholarly Projects

Practice Problem: Heart disease stands as the leading cause of mortality in the United States. While healthcare providers strive to identify and optimize prevention strategies, particularly in high-risk patient populations, notable gaps in care persist, notably in the management of modifiable risk factors such as low-density lipoprotein cholesterol (LDL). By harnessing the power of artificial intelligence (AI) integrated software within clinical settings, we can revolutionize the landscape of this devastating chronic disease.

PICOT: The PICOT question that guided this project was: In Primary Care Advanced Practice Providers (APP) caring for high-risk and/or very high-risk patients with atherosclerotic cardiovascular disease (ASCVD) …


Medical Tourism & Communication, Alicia Mason Nov 2023

Medical Tourism & Communication, Alicia Mason

Faculty Submissions

Medical tourism (MT), sometimes referred to as health tourism or medical travel, involves both the treatment of illness and the facilitation of wellness, with travel. Medical tourism is a multifaceted and multiphase process involving many agents and actors that requires careful planning and execution. The coordinated process involves the biomedical, transportation, tourism, and leisure industries. From the communication perspective, the process can be viewed as a 5-stage model consisting of the: (a) orientation, (b) preparation, (c) experiential and treatment, (d) convalescence, and (e) reflection phases. Medical tourism is uniquely situated in a nexus of academic literature related to communication, business …


Perspective On The Utilization And The Outcome Of Digital Tools To Manage Chronic Diseases, Narjodh Singh Nov 2023

Perspective On The Utilization And The Outcome Of Digital Tools To Manage Chronic Diseases, Narjodh Singh

Applied Research Projects

The increasing aging population and the prevalence of chronic diseases among lower socioeconomic groups have led to higher healthcare spending on chronic care management. In this paper, the study revolves around the utilization of Information and Communication Technology (ICT) for the management of chronic diseases, with a particular focus on the elderly population. The study examines various digital health interventions, including eHealth, mHealth, electronic health records, remote monitoring, wearable devices, clinical decision support systems, telehealth, and telemedicine, in the context of chronic disease management. The opportunities, strengths, and weaknesses of digital technology are discussed, highlighting the potential benefits of ICT …


The Impact Of Telehealth In Urgent Care Settings, Annie Dong Nov 2023

The Impact Of Telehealth In Urgent Care Settings, Annie Dong

Applied Research Projects

Telehealth is an emerging modality of patient care and has since expanded to urgent care facilities. Urgent care facilities have been around for decades; however, along with telehealth, it has only grown in popularity in recent years due to the COVID-19 pandemic. However, the implementation and usage of telehealth in urgent care facilities is dependent on the provider being able to use it. This study aimed at looking at the perspective of the provider on the implementation and usage of telehealth in the urgent care setting.


Using Digital Assessment Technology To Detect Neuropsychological Problems In Primary Care Settings, David J Libon, Emily Frances Matusz, Stephanie Cosentino, Catherine C Price, Rod Swenson, Meagan Vermeulen, Terrie Beth Ginsberg, Adaora Obiageli Okoli-Umeweni, Leonard Powell, Robert Nagele, Sean Tobyne, Joyce Rios Gomes-Osman, Alvaro Pascual-Leone Nov 2023

Using Digital Assessment Technology To Detect Neuropsychological Problems In Primary Care Settings, David J Libon, Emily Frances Matusz, Stephanie Cosentino, Catherine C Price, Rod Swenson, Meagan Vermeulen, Terrie Beth Ginsberg, Adaora Obiageli Okoli-Umeweni, Leonard Powell, Robert Nagele, Sean Tobyne, Joyce Rios Gomes-Osman, Alvaro Pascual-Leone

Rowan-Virtua School of Osteopathic Medicine Faculty Scholarship

INTRODUCTION: Screening for neurocognitive impairment and psychological distress in ambulatory primary and specialty care medical settings is an increasing necessity. The Core Cognitive Evaluation™ (CCE) is administered/scored using an iPad, requires approximately 8 min, assesses 3- word free recall and clock drawing to command and copy, asks questions about lifestyle and health, and queries for psychological distress. This information is linked with patients' self- reported concerns about memory and their cardiovascular risks.

METHODS: A total of 199 ambulatory patients were screened with the CCE as part of their routine medical care. The CCE provides several summary indices, and scores on …


Importance Of Geriatrics In Psychiatric Postgraduate Education, Dr Anand R, Dr Kishor M, Dr Murali M R Nov 2023

Importance Of Geriatrics In Psychiatric Postgraduate Education, Dr Anand R, Dr Kishor M, Dr Murali M R

Digital Journal of Clinical Medicine

Introduction

To assess the importance of Geriatrics in Psychiatric postgraduate education

Methodology

Marks allotted in question papers from Geriatrics in Psychiatry postgraduate examination from a university for a 5-year period was evaluated.

Discussion

1-6% of entire theory evaluation was related to Geriatric mental health topics predominantly on dementia and related disorders.


Psychiatric Morbidity And Dental Problems Among Women From Institutional Care, Meghana Hanchate, Kishor M, Ashwini T S Nov 2023

Psychiatric Morbidity And Dental Problems Among Women From Institutional Care, Meghana Hanchate, Kishor M, Ashwini T S

Digital Journal of Clinical Medicine

No abstract provided.


Teledentistry In Dentistry, Jaycee Murray, Lauren Chestnut Nov 2023

Teledentistry In Dentistry, Jaycee Murray, Lauren Chestnut

Dental Hygiene Student Research Posters

Teledentistry is an online service that is utilized in many dental offices allowing for clinicians to virtually meet with patients using interactive tools and telecommunications. This method of care has been extremely beneficial to both the patient and clinician as it continues to become popular and more developed, it increases access to care for many populations by minimizing the cost of dental treatment and providing more convenient care options. Through teledentistry, problems that impact patients' access to care such as unequal access, lack of financial resources, and lack of practice availability are eliminated, allowing for different populations to receive consultation, …


Delivering Healthcare To The Underserved, Edward Booty Nov 2023

Delivering Healthcare To The Underserved, Edward Booty

Asian Management Insights

Non-profits, governments, and businesses need to come together and use a data-driven approach to improve local basic healthcare access.


November 2023, Swosu Bulldog Wellness Committee Nov 2023

November 2023, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

Eat Right, Every Bite

An Apple a Day …

Staff and faculty MASSAGES

Five Tips for Exercising Safely in Cold Weather


Privacy Preserving Self-Service Degauss Based Geomarker Portal, Harpreet Gill, Kushal Vallambhatla, Mark A. Hoffman, Kevin Power, Catherine Jackson Nov 2023

Privacy Preserving Self-Service Degauss Based Geomarker Portal, Harpreet Gill, Kushal Vallambhatla, Mark A. Hoffman, Kevin Power, Catherine Jackson

Posters

DeGAUSS offers a privacy-preserving capability to annotate a list of addresses with geomarker information that is useful for social determinants and other research. The standard delivery of DeGAUSS requires command line proficiency, potentially limiting the group of users. We provide a self-service portal that enables researchers to load a file and receive a downloadable annotated output file. In our pilot phase, the system has processed 481 calls for more than 45,000 addresses at Children’s Mercy.


Individual- And Neighborhood-Level Characteristics Of Lung Cancer Screening Participants Undergoing Telemedicine Shared Decision Making, Christine S. Shusted, Hee-Soon Juon, Brooke Ruane, Brian M. Till, Charnita Zeigler-Johnson, Russell K. Mcintire, Tyler Grenda, Olugbenga Okusanya, Nathaniel R. Evans, Gregory C. Kane, Julie Barta Oct 2023

Individual- And Neighborhood-Level Characteristics Of Lung Cancer Screening Participants Undergoing Telemedicine Shared Decision Making, Christine S. Shusted, Hee-Soon Juon, Brooke Ruane, Brian M. Till, Charnita Zeigler-Johnson, Russell K. Mcintire, Tyler Grenda, Olugbenga Okusanya, Nathaniel R. Evans, Gregory C. Kane, Julie Barta

Division of Pulmonary and Critical Care Medicine Faculty Papers

BACKGROUND: Although lung cancer screening (LCS) for high-risk individuals reduces lung cancer mortality in clinical trial settings, many questions remain about how to implement high-quality LCS in real-world programs. With the increasing use of telemedicine in healthcare, studies examining this approach in the context of LCS are urgently needed. We aimed to identify sociodemographic and other factors associated with screening completion among individuals undergoing telemedicine Shared Decision Making (SDM) for LCS.

METHODS: This retrospective study examined patients who completed Shared Decision Making (SDM) via telemedicine between May 4, 2020 - March 18, 2021 in a centralized LCS program. Individuals were …


The Benefits Of Telehealth For Rural Communities, Cade Alberson, Taylor Alberson Oct 2023

The Benefits Of Telehealth For Rural Communities, Cade Alberson, Taylor Alberson

Scholars Week

No abstract provided.


Evaluation Of Telephone Cardiopulmonary Resuscitation Performance In Current Practice In Saudi Arabia, Meshary Binhotan, Joanne Turnbull, Graham Petley, Nawfal Aljerian, Mohammad Altuwaijri Oct 2023

Evaluation Of Telephone Cardiopulmonary Resuscitation Performance In Current Practice In Saudi Arabia, Meshary Binhotan, Joanne Turnbull, Graham Petley, Nawfal Aljerian, Mohammad Altuwaijri

Journal of the Saudi Heart Association

Objectives: Out-of-hospital cardiac arrest (OHCA) is a global health problem with a low survival rate. Telephone cardiopulmonary resuscitation (T-CPR) guidance by emergency medical services (EMS) dispatchers can improve CPR performance and, consequently, survival rates. Accordingly, the American Heart Association (AHA) has released performance standards for T-CPR in current practice to improve its quality. However, no study has examined T-CPR performance in Saudi Arabia. Therefore, this study aims to evaluate T-CPR performance in the Saudi Arabian EMS system.

Methods: A retrospective observation of OHCA calls in current practice was conducted in Riyadh, Saudi Arabia. OHCA calls were reviewed to identify those …