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Gomez K, Edwards HL, Kirby J. Livestreaming clinical experience to remotely located learners: A critical narrative review. MEDICAL EDUCATION 2024; 58:1032-1041. [PMID: 38606897 DOI: 10.1111/medu.15392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 03/04/2024] [Accepted: 03/06/2024] [Indexed: 04/13/2024]
Abstract
CONTEXT Medical education relies on real patient learning (RPL) to provide medical students with essential clinical experience. However, growing demand for clinical placements continues to be a challenge in providing sufficient RPL opportunities. The COVID-19 pandemic forced academic institutions to rethink the delivery of traditional clinical training and innovations in online clinical learning experiences, specifically livestreamed clinical experiences, have emerged which show promise in addressing the capacity limitations of traditional placements. Although previous reviews have explored the use of livestreamed clinical experiences during the pandemic, there is a lack of rigorous theoretical framing to support these innovations. OBJECTIVES The aim of this review is two-fold: to examine the effectiveness of livestreamed clinical experiences through an experience-based learning (ExBL) theory perspective and to provide practical recommendations to optimise and implement these innovations. METHODS A review of literature was conducted to identify journal articles published between September 2019 and January 2023 reporting on innovations relating to livestreamed clinical experiences. The search focused on undergraduate and postgraduate medical education but relevant evidence from other healthcare professions were also included due to a limited evidence base. Strengths and weaknesses were derived from the literature and analysed in relation to ExBL components. RESULTS Principal strengths of livestreamed clinical experiences included expanded access to RPL opportunities and medical specialties, enhanced standardisation of learning experiences and positive perceptions from students regarding convenience. Clinical educators found these innovations enabled teaching at scale. Patients did not perceive such innovations to negatively impact their standard of care. Limitations included the inability to practice physical examination skills, challenges in ensuring learner engagement and connectivity issues. CONCLUSION Livestreamed clinical experiences have the potential to effectively expand placement capacity and provide high-quality educational experiences for medical students. Although certain limitations exist, technological and pedagogical adaptations can help overcome these challenges. The application of theoretical frameworks to future online innovations will be fundamental to ensure effective clinical learning.
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Affiliation(s)
- Kelvin Gomez
- Leeds Institute of Medical Education, Leeds School of Medicine, University of Leeds, Leeds, UK
| | - Helen L Edwards
- Leeds Institute of Health Sciences, Leeds School of Medicine, University of Leeds, Leeds, UK
| | - Jane Kirby
- Leeds Institute of Health Sciences, Leeds School of Medicine, University of Leeds, Leeds, UK
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2
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Cui F, Zhang X, He X, Liu D, Shi J, Ye M, Wang L, Chu Y, Zhao J. Clinical applications of telemedicine services using a regional telemedicine platform for cancer treatment: a cross-sectional study. BMC Cancer 2024; 24:808. [PMID: 38973010 PMCID: PMC11229255 DOI: 10.1186/s12885-024-12563-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 06/25/2024] [Indexed: 07/09/2024] Open
Abstract
BACKGROUND Telemedicine is beneficial for improving treatment efficiency and reducing medical expenses of cancer patients. This study focuses on cancer patients participating in teleconsultations through a regional telemedicine platform in China, analyzes the consultation process, and provides references for the clinical application of telemedicine. METHODS We collected information on teleconsultations of cancer patients conducted from 2015 to 2022 through the regional telemedicine platform. Utilizing SPSS 23.0 software, we conducted descriptive analysis to summarize the distribution of patient gender, age, region, and disease types. The ordinal logistic regression analysis was adopted to analyze the factors influencing the waiting time and consultation duration for teleconsultations. RESULTS From 2015 to 2022, a total of 23,060 teleconsultations were conducted for cancer patients via regional telemedicine platform, with an average growth rate of 11.09%. The main types of consultations were for lung cancer, liver cancer, and breast cancer, accounting for 18.14%, 10.49%, and 9.46% respectively. 57.05% of teleconsultations had a waiting time of less than 24 h, while patient age, consultation expert level, and disease type were the main factors influencing the waiting time. 50.06% of teleconsultations had a duration of more than 20 min, and the inviting hospital level and the title of invited consultant were the main factors influencing the consultation duration. CONCLUSIONS In China, telemedicine has been widely employed in the clinical diagnosis and treatment of cancers, covering various types of oncological diseases. However, the waiting time for teleconsultations was generally more than 12 h, indicating the need to enhance consultation scheduling and allocate more expert resources to further optimize the efficiency of teleconsultations. Additionally, further exploration is required for remote health management of outpatients with cancers outside the hospital.
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Affiliation(s)
- Fangfang Cui
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, 1 Jianshe Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Xu Zhang
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, 1 Jianshe Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Xianying He
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, 1 Jianshe Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Dongqing Liu
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, 1 Jianshe Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Jinming Shi
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, 1 Jianshe Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Ming Ye
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, 1 Jianshe Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Linlin Wang
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, 1 Jianshe Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Yuntian Chu
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, 1 Jianshe Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Jie Zhao
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, 1 Jianshe Road, Erqi District, Zhengzhou, 450052, Henan, China.
- Shanghai Artificial Intelligence Laboratory, Shanghai, China.
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Ng CKC, Baldock M, Newman S. Use of Smart Glasses (Assisted Reality) for Western Australian X-ray Operators' Continuing Professional Development: A Pilot Study. Healthcare (Basel) 2024; 12:1253. [PMID: 38998788 PMCID: PMC11241730 DOI: 10.3390/healthcare12131253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 06/19/2024] [Accepted: 06/20/2024] [Indexed: 07/14/2024] Open
Abstract
Previous studies have explored use of smart glasses in telemedicine, but no study has investigated its use in teleradiography. The purpose of this study was to implement a six-month pilot program for Western Australian X-ray operators (XROs) to use smart glasses to obtain assisted reality support in their radiography practice from their supervising radiographers, and evaluate its effectiveness in terms of XROs' competence improvement and equipment usability. Pretest-posttest design with evaluation of the XROs' competence (including their X-ray image quality) and smart glasses usability by XROs in two remote centers and their supervising radiographers from two sites before and after the program using four questionnaire sets and X-ray image quality review was employed in this experimental study. Paired t-test was used for comparing mean values of the pre- and post-intervention pairs of 11-point scale questionnaire and image quality review items to determine any XROs' radiography competence improvements. Content analysis was used to analyze open questions about the equipment usability. Our study's findings based on 13 participants (11 XROs and 2 supervising radiographers) and 2053 X-ray images show that the assisted reality support helped to improve the XROs' radiography competence (specifically X-ray image quality), with mean post-intervention competence values of 6.16-7.39 (out of 10) and statistical significances (p < 0.001-0.05), and the equipment was considered effective for this purpose but not easy to use.
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Affiliation(s)
- Curtise K. C. Ng
- Curtin Medical School, Curtin University, GPO Box U1987, Perth, WA 6845, Australia;
- Curtin Health Innovation Research Institute (CHIRI), Faculty of Health Sciences, Curtin University, GPO Box U1987, Perth, WA 6845, Australia
| | - Moira Baldock
- Western Australia Country Health Service, Grace Vaughan House, 233 Stubbs Terrace, Shenton Park, WA 6008, Australia;
| | - Steven Newman
- Curtin Medical School, Curtin University, GPO Box U1987, Perth, WA 6845, Australia;
- South Metropolitan Health Service, 14 Barry Marshall Parade, Murdoch, WA 6150, Australia
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Mehraeen E, SeyedAlinaghi S, Heydari M, Karimi A, Mahdavi A, Mashoufi M, Sarmad A, Mirghaderi P, Shamsabadi A, Qaderi K, Mirzapour P, Fakhfouri A, Cheshmekabodi HA, Azad K, Bagheri Zargande S, Oliaei S, Yousefi Konjdar P, Vahedi F, Noori T. Telemedicine technologies and applications in the era of COVID-19 pandemic: A systematic review. Health Informatics J 2023; 29:14604582231167431. [PMID: 37076954 PMCID: PMC10116201 DOI: 10.1177/14604582231167431] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2023]
Abstract
INTRODUCTION Telemedicine services saw substantial surges in their use during the COVID-19 pandemic due to the lockdowns and characteristics of the pandemic. Therefore, the authors aimed to systematically review the telemedicine services provided during the COVID-19 pandemic and their potential applications. METHODS The authors searched PubMed, Scopus, and Cochrane databases on September 14, 2021. Then, the retrieved records underwent two-step title/abstract and full-text screening processes, and the eligible articles were included for qualitative synthesis. RESULTS The review of studies demonstrated that the telephone is listed 38 times, making it the most common technology used in telemedicine. Video conferencing is also mentioned in 29 articles, as well as other technologies: Mobile-health (n = 15), Virtual reality (n = 7). According to the findings of the present study, Tele-follow-up (n = 24), Tele-consulting (n = 20), Virtual visits (20), and Tele-monitoring (n = 18) were the most widely used telemedicine applications. CONCLUSION Telemedicine has been an effective approach to COVID-19 management. Telemedicine technology is going to play a key role in the future of health medicine, patient consultation, and many other extended applications of health care in remote rural locations.
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Affiliation(s)
- Esmaeil Mehraeen
- Department of Health Information Technology, Khalkhal University of Medical Sciences, Khalkhal, Iran
- Iranian research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk Behaviors, Tehran University of Medical Sciences, Tehran, Iran
| | - SeyedAhmad SeyedAlinaghi
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk Behaviors, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Heydari
- Department of Health Information Technology, Khalkhal University of Medical Sciences, Khalkhal, Iran
| | - Amirali Karimi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Abdollah Mahdavi
- Department of Health Information Management, School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Mehrnaz Mashoufi
- Department of Health Information Management, School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Arezoo Sarmad
- Department of Health Information Management, School of Allied Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Peyman Mirghaderi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Ahmadreza Shamsabadi
- Department of Health Information Technology, Esfarayen Faculty of Medical Sciences, Esfarayen, Iran
| | - Kowsar Qaderi
- Department of Midwifery, School of Nursing and Midwifery, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Pegah Mirzapour
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk Behaviors, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Hadiseh Azadi Cheshmekabodi
- Health Information Management and Medical Informatics, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Kimia Azad
- School of Medicine, Islamic Azad University, Tehran, Iran
| | | | - Shahram Oliaei
- HBOT Research Center, Golestan Hospital, Airspace and Diving Medicine Faculty, Navy and AJA Medical University, Tehran, Iran
| | - Parisa Yousefi Konjdar
- Department of Health Information Management, Faculty of Paramedical, Kashan University of Medical Sciences, Kashan, Iran
| | - Farzin Vahedi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Tayebeh Noori
- Department of Health Information Technology, Zabol University of Medical Sciences, Zabol, Iran
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Zhang Z, Bai E, Joy K, Ghelaa PN, Adelgais K, Ozkaynak M. Smart Glasses for Supporting Distributed Care Work: Systematic Review. JMIR Med Inform 2023; 11:e44161. [PMID: 36853760 PMCID: PMC10015357 DOI: 10.2196/44161] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/15/2023] [Accepted: 01/31/2023] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Over the past 2 decades, various desktop and mobile telemedicine systems have been developed to support communication and care coordination among distributed medical teams. However, in the hands-busy care environment, such technologies could become cumbersome because they require medical professionals to manually operate them. Smart glasses have been gaining momentum because of their advantages in enabling hands-free operation and see-what-I-see video-based consultation. Previous research has tested this novel technology in different health care settings. OBJECTIVE The aim of this study was to review how smart glasses were designed, used, and evaluated as a telemedicine tool to support distributed care coordination and communication, as well as highlight the potential benefits and limitations regarding medical professionals' use of smart glasses in practice. METHODS We conducted a literature search in 6 databases that cover research within both health care and computer science domains. We used the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) methodology to review articles. A total of 5865 articles were retrieved and screened by 3 researchers, with 21 (0.36%) articles included for in-depth analysis. RESULTS All of the reviewed articles (21/21, 100%) used off-the-shelf smart glass device and videoconferencing software, which had a high level of technology readiness for real-world use and deployment in care settings. The common system features used and evaluated in these studies included video and audio streaming, annotation, augmented reality, and hands-free interactions. These studies focused on evaluating the technical feasibility, effectiveness, and user experience of smart glasses. Although the smart glass technology has demonstrated numerous benefits and high levels of user acceptance, the reviewed studies noted a variety of barriers to successful adoption of this novel technology in actual care settings, including technical limitations, human factors and ergonomics, privacy and security issues, and organizational challenges. CONCLUSIONS User-centered system design, improved hardware performance, and software reliability are needed to realize the potential of smart glasses. More research is needed to examine and evaluate medical professionals' needs, preferences, and perceptions, as well as elucidate how smart glasses affect the clinical workflow in complex care environments. Our findings inform the design, implementation, and evaluation of smart glasses that will improve organizational and patient outcomes.
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Affiliation(s)
- Zhan Zhang
- School of Computer Science and Information Systems, Pace University, New York, NY, United States
| | - Enze Bai
- School of Computer Science and Information Systems, Pace University, New York, NY, United States
| | - Karen Joy
- School of Computer Science and Information Systems, Pace University, New York, NY, United States
| | - Partth Naressh Ghelaa
- School of Computer Science and Information Systems, Pace University, New York, NY, United States
| | - Kathleen Adelgais
- School of Medicine, University of Colorado, Aurora, CO, United States
| | - Mustafa Ozkaynak
- College of Nursing, University of Colorado, Aurora, CO, United States
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6
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Baashar Y, Alkawsi G, Wan Ahmad WN, Alomari MA, Alhussian H, Tiong SK. Towards Wearable Augmented Reality in Healthcare: A Comparative Survey and Analysis of Head-Mounted Displays. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3940. [PMID: 36900951 PMCID: PMC10002206 DOI: 10.3390/ijerph20053940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 02/16/2023] [Accepted: 02/19/2023] [Indexed: 06/18/2023]
Abstract
Head-mounted displays (HMDs) have the potential to greatly impact the surgical field by maintaining sterile conditions in healthcare environments. Google Glass (GG) and Microsoft HoloLens (MH) are examples of optical HMDs. In this comparative survey related to wearable augmented reality (AR) technology in the medical field, we examine the current developments in wearable AR technology, as well as the medical aspects, with a specific emphasis on smart glasses and HoloLens. The authors searched recent articles (between 2017 and 2022) in the PubMed, Web of Science, Scopus, and ScienceDirect databases and a total of 37 relevant studies were considered for this analysis. The selected studies were divided into two main groups; 15 of the studies (around 41%) focused on smart glasses (e.g., Google Glass) and 22 (59%) focused on Microsoft HoloLens. Google Glass was used in various surgical specialities and preoperative settings, namely dermatology visits and nursing skill training. Moreover, Microsoft HoloLens was used in telepresence applications and holographic navigation of shoulder and gait impairment rehabilitation, among others. However, some limitations were associated with their use, such as low battery life, limited memory size, and possible ocular pain. Promising results were obtained by different studies regarding the feasibility, usability, and acceptability of using both Google Glass and Microsoft HoloLens in patient-centric settings as well as medical education and training. Further work and development of rigorous research designs are required to evaluate the efficacy and cost-effectiveness of wearable AR devices in the future.
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Affiliation(s)
- Yahia Baashar
- Faculty of Computing and Informatics, Universiti Malaysia Sabah (UMS), Labuan 87000, Malaysia
| | - Gamal Alkawsi
- Institute of Sustainable Energy (ISE), Universiti Tenaga Nasional, Kajang 43000, Malaysia
- Faculty of Computer Science and Information Systems, Thamar University, Thamar 87246, Yemen
| | | | - Mohammad Ahmed Alomari
- Institute of Informatics and Computing in Energy, Universiti Tenaga Nasional (UNITEN), Kajang 43000, Malaysia
| | - Hitham Alhussian
- Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia
| | - Sieh Kiong Tiong
- Institute of Sustainable Energy (ISE), Universiti Tenaga Nasional, Kajang 43000, Malaysia
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Lee Y, Kim SK, Yoon H, Choi J, Go Y, Park GW. Smart glasses and telehealth services by professionals in isolated areas in Korea: Acceptability and concerns. Technol Health Care 2022; 31:855-865. [PMID: 36442222 DOI: 10.3233/thc-220242] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND: Smart glass technology offers remote interaction between health professionals for telehealth, alleviating healthcare disparities in isolated areas. OBJECTIVE: To evaluate the professionals’ perceptions of smart glass technology as a tool for telehealth and distance learning. METHOD: This mixed-method study on health professionals in 10 different island areas in Korea involved participants experiencing a smart glass-based telehealth system using the scenario of clinical consultation with remote specialists. A group pre- and post-test design was used to examine the change in attitude and perceived importance among health professionals about using smart glasses in telehealth. RESULTS: Forty-seven participants completed both pre-and post-evaluation of smart glasses. A positive, statistically significant change in participants’ perceptions of smart glasses regarding their implications for telehealth and distance learning (p< 0.05) was found. Fifty-one health workers provided feedback on smart glasses, and a majority expressed their expectations of quality care with telehealth using advanced technology. The main concerns were patients’ privacy issues and inadequate technology for seamless application. CONCLUSION: The incorporation of smart glass technology offers great potential to enrich telehealth as well as distance learning for unskilled health professionals in isolated areas. Future studies are needed to increase efforts to secure a high level of acceptance for clinical consultation with remote specialists on this newly developed device.
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Affiliation(s)
- Youngho Lee
- Department of Computer Engineering, Mokpo National University, Muan, Korea
| | - Sun Kyung Kim
- Department of Nursing, Mokpo National University, Muan, Korea
- Department of Biomedicine, Health and Life Convergence Sciences, Mokpo National University, Muan, Korea
| | - Hyoseok Yoon
- Division of Computer Engineering, Hanshin University, Osan, Korea
| | - Jongmyung Choi
- Department of Computer Engineering, Mokpo National University, Muan, Korea
| | - Younghye Go
- Biomedical and Healthcare Research Institute, Mokpo National University, Muan, Korea
| | - Gun Woo Park
- MNU Disaster-Safety R&D Center, Mokpo National University, Muan, Korea
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Kemp Van Ee S, McKelvey H, Williams T, Shao B, Lin WT, Luu J, Sunny D, Kumar S, Narayan S, Urdaneta A, Perez L, Schwab H, Riegle S, Jacobs RJ. Telemedicine Intensive Care Unit (Tele-ICU) Implementation During COVID-19: A Scoping Review. Cureus 2022; 14:e25133. [PMID: 35746989 PMCID: PMC9206410 DOI: 10.7759/cureus.25133] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 05/19/2022] [Indexed: 11/20/2022] Open
Abstract
Telemedicine intensive care unit (Tele-ICU) programs entail command centers staffed with intensivists and critical care nurses who electronically aid with and deliver real-time information to frontline clinicians. The benefits of Tele-ICU are numerous, but the barriers to it often prove insurmountable, accounting for slow adoption in rural and underserved areas where it is needed the most. Remote monitoring can quickly detect patient deterioration, while consultation provided by a remote intensivist expands the capabilities of smaller facilities. The emergence of the coronavirus disease 2019 (COVID-19) pandemic has brought about a sense of urgency, paving the way for the successful adaptation of tele-intensive care concepts. The goal of this scoping review is to map out the available published data regarding healthcare professionals' experiences with implementing Tele-ICU modalities during the COVID-19 pandemic. A primary literature search was performed on PubMed/MEDLINE and the Cumulative Index to Nursing and Allied Health Literature (CINAHL) databases from October 2020 to October 2021. Of the 1,083 records screened, 19 were identified as meeting our inclusion criteria and selected for the final scoping review. Five major areas of Tele-ICU use were identified: teleconsultation, telerounding, telemonitoring, family visitation via teleconference, and changing of hospital infrastructure. A heterogeneous mix of improvised Tele-ICU platforms emerged with a common theme of interdisciplinary and family collaboration in the care of critically ill patients. Existing Tele-ICU systems were expanded, and novel programs were launched. A groundbreaking national network in the U.S. (NETCCN) will standardize the deployment of Tele-ICU and expand its reach. Future research should focus on determining accurate costs and the most reliable forms of remote communication, physician compact agreement licensure, the practical composition of Tele-ICU teams, and standardized access to the electronic health record.
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Affiliation(s)
- Shantele Kemp Van Ee
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Heather McKelvey
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Timothy Williams
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Benjamin Shao
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Wei-Ting Lin
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Justin Luu
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Divya Sunny
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Shubhangi Kumar
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Shreya Narayan
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Alexandra Urdaneta
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Luis Perez
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Hailey Schwab
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Sean Riegle
- Medicine, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
| | - Robin J Jacobs
- Medical and Behavioral Research, Health Informatics, Medical Education, Nova Southeastern University Dr. Kiran C. Patel College Of Osteopathic Medicine, Fort Lauderdale, USA
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Grafton-Clarke C, Uraiby H, Gordon M, Clarke N, Rees E, Park S, Pammi M, Alston S, Khamees D, Peterson W, Stojan J, Pawlik C, Hider A, Daniel M. Pivot to online learning for adapting or continuing workplace-based clinical learning in medical education following the COVID-19 pandemic: A BEME systematic review: BEME Guide No. 70. MEDICAL TEACHER 2022; 44:227-243. [PMID: 34689692 DOI: 10.1080/0142159x.2021.1992372] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
BACKGROUND The novel coronavirus disease was declared a pandemic in March 2020, which necessitated adaptations to medical education. This systematic review synthesises published reports of medical educational developments and innovations that pivot to online learning from workplace-based clinical learning in response to the pandemic. The objectives were to synthesise what adaptations/innovation were implemented (description), their impact (justification), and 'how' and 'why' these were selected (explanation and rationale). METHODS The authors systematically searched four online databases up to December 21, 2020. Two authors independently screened titles, abstracts and full-texts, performed data extraction, and assessed the risk of bias. Our findings are reported in alignment with the STORIES (STructured apprOach to the Reporting in healthcare education of Evidence Synthesis) statement and BEME guidance. RESULTS Fifty-five articles were included. Most were from North America (n = 40), and nearly 70% focused on undergraduate medical education (UGME). Key developments were rapid shifts from workplace-based learning to virtual spaces, including online electives, telesimulation, telehealth, radiology, and pathology image repositories, live-streaming or pre-recorded videos of surgical procedures, stepping up of medical students to support clinical services, remote adaptations for clinical visits, multidisciplinary team meetings and ward rounds. Challenges included lack of personal interactions, lack of standardised telemedicine curricula and need for faculty time, technical resources, and devices. Assessment of risk of bias revealed poor reporting of underpinning theory, resources, setting, educational methods, and content. CONCLUSIONS This review highlights the response of medical educators in deploying adaptations and innovations. Whilst few are new, the complexity, concomitant use of multiple methods and the specific pragmatic choices of educators offers useful insight to clinical teachers who wish to deploy such methods within their own practice. Future works that offer more specific details to allow replication and understanding of conceptual underpinnings are likely to justify an update to this review.
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Affiliation(s)
- Ciaran Grafton-Clarke
- School of Medicine, University of East Anglia, Norwich, UK
- School of Medicine, University of Leicester, Leicester, UK
| | - Hussein Uraiby
- School of Medicine, University of Leicester, Leicester, UK
| | - Morris Gordon
- Department of Pediatrics, Blackpool Victoria Hospital, Blackpool, UK
- School of Medicine, University of Central Lancashire, Preston, UK
| | - Nicola Clarke
- Research Department of Medical Education, University College London, London, UK
| | - Eliot Rees
- Research Department of Medical Education, University College London, London, UK
- School of Medicine, Keele University, North Staffordshire, UK
| | - Sophie Park
- School of Medicine, University of East Anglia, Norwich, UK
| | - Mohan Pammi
- Section of Neonatology, Texas Children's Hospital, Houston, TX, USA
| | - Sebastian Alston
- Division of Clinical Sciences, Alabama College of Osteopathic Medicine, Dothan, AL, USA
| | - Deena Khamees
- University of Michigan Medical School, Ann Arbor, MI, USA
| | | | | | - Cameron Pawlik
- University of Michigan Medical School, Ann Arbor, MI, USA
| | - Ahmad Hider
- University of Michigan Medical School, Ann Arbor, MI, USA
| | - Michelle Daniel
- University of Michigan Medical School, Ann Arbor, MI, USA
- San Diego School of Medicine, University of California, La Jolla, CA, USA
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Basir MT, Abbas SR. Applications of digital and smart technologies to control SARS-CoV-2 transmission, rapid diagnosis, and monitoring. BIOTECHNOLOGY IN HEALTHCARE 2022:259-271. [DOI: 10.1016/b978-0-323-90042-3.25001-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
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11
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Craddock KES, Grilo S, McCann TA, Catallozzi M, Banker SL. Physician Perspectives on the Impact of the COVID-19 Pandemic on Family-Centered Rounds. Hosp Pediatr 2021; 11:hpeds.2021-006004. [PMID: 34808670 DOI: 10.1542/hpeds.2021-006004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND The coronavirus disease 2019 pandemic has required modifications to family-centered rounds (FCR), although the specific changes and the effects on patients, families, and providers are not well known. In this study, we explore physician perspectives on changes made to FCR during the initial wave of the coronavirus disease 2019 pandemic and recommendations for the future. METHODS Semistructured individual interviews were conducted with 20 pediatric attending and resident physicians who cared for hospitalized patients between March and May 2020 on pediatric hospital medicine and subspecialty services that typically perform FCR. Transcripts were reviewed by using principles of framework analysis to iteratively develop a codebook. Review of coded segments, with attention to code co-occurrences, was used to clarify themes in the data relating to the research objective and the conceptual framework. RESULTS The rounding format changed for all providers and varied on the basis of clinical service and phase of the pandemic. Themes highlighted specific areas of change: (1) the process of FCR, (2) reaching consensus with families, (3) collaboration with members of the medical team, and (4) resident education, modeling, and supervision. Participants offered recommendations, including standardization of rounds, intentional involvement of nursing staff, and inclusion of families through virtual or small-group bedside rounds. CONCLUSIONS The pandemic led to a variety of modifications to FCR, and these changes had varied effects on communication and education. These findings provide insight into the state of FCR during the pandemic and may frame future recommendations for the development of shared guidelines for circumstances requiring limited bedside rounding.
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Affiliation(s)
| | - Stephanie Grilo
- Heilbrunn Department of Population and Family Health, Mailman School of Public Health, Columbia University, New York City, New York
| | - Teresa A McCann
- Department of Pediatrics, Vagelos College of Physicians and Surgeons
- Department of Pediatrics, Columbia University Irving Medical Center, New York City, New York
| | - Marina Catallozzi
- Department of Pediatrics, Vagelos College of Physicians and Surgeons
- Heilbrunn Department of Population and Family Health, Mailman School of Public Health, Columbia University, New York City, New York
- Department of Pediatrics, Columbia University Irving Medical Center, New York City, New York
| | - Sumeet L Banker
- Department of Pediatrics, Vagelos College of Physicians and Surgeons
- Department of Pediatrics, Columbia University Irving Medical Center, New York City, New York
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12
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Cornerstone network with feature extractor: a metric-based few-shot model for chinese natural sign language. APPL INTELL 2021. [DOI: 10.1007/s10489-020-02170-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Mill T, Parikh S, Allen A, Dart G, Lee D, Richardson C, Howell K, Lewington A. Live streaming ward rounds using wearable technology to teach medical students: a pilot study. BMJ SIMULATION & TECHNOLOGY ENHANCED LEARNING 2021; 7:494-500. [PMID: 35520979 PMCID: PMC8154297 DOI: 10.1136/bmjstel-2021-000864] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 05/12/2021] [Indexed: 11/03/2022]
Abstract
Background The COVID-19 pandemic resulted in a loss of clinical clerkship opportunities for medical students. To address this problem while maintaining patient safety, this pilot study explored the feasibility of using a wearable headset to live stream teaching ward rounds to remotely based medical students. Methods Three live streamed teaching ward rounds were delivered to three groups of medical students (n=53) using the Microsoft HoloLens 2 device and Microsoft Teams software, and results pooled for analysis. Feedback was gathered from students and instructors using the evaluation of technology-enhanced learning materials (ETELM). Patient feedback was gathered using the Communication Assessment Tool to explore any impact on interpersonal communication. Results The response rate for the ETELM-learner perceptions was 58% (31/53), 100% for the ETELM-instructor perceptions. Students strongly agreed that the overall quality of the teaching session and instructors was excellent. However, 32% experienced issues with audio or video quality and one remote student reported cyber sickness. The statement 'educational activities encouraged engagement with session materials/content' returned the most varied response. Instructors reported technological problems with delivery while using the HoloLens 2 device and environmental noise in the ward was a disruptive factor. Preparation and skilled facilitation were key to delivering a high-quality teaching session. Patients reacted generally favourably to the technology and no negative effects on interpersonal communication were identified. Conclusion The experience of live streamed ward rounds was well received by patients, medical students and teaching faculty. However, there remain limitations to the routine use of HoloLens 2 technology in our setting including steep learning curves, hardware costs and environmental factors such as noise and WiFi connectivity. Live streamed ward rounds have potential postpandemic implications for the judicious use of resources, and the possibility for few educationally minded clinicians to teach at scale in a patient-friendly manner.
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Affiliation(s)
- Tobias Mill
- Medical Education Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Shefali Parikh
- Medical Education Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Archie Allen
- Medical Education Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Gemma Dart
- Medical Education Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Daniel Lee
- Medical Education Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Keith Howell
- Medical Education Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Andrew Lewington
- Medical Education Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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Alexander A, Radke H. Reshaping surgical specialist training in small animal surgery during and after the COVID-19 pandemic. Vet Surg 2021; 50:924-932. [PMID: 34036591 PMCID: PMC8242755 DOI: 10.1111/vsu.13660] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 04/05/2021] [Accepted: 05/08/2021] [Indexed: 01/28/2023]
Abstract
Objective To assess the perceived effects of the COVID‐19 pandemic on small animal surgical specialist training, among trainees and supervisors and to propose changes, based upon the results, that could be incorporated into training programs. Study Design Anonymous online questionnaire survey. Sample Population Eighty‐one eligible responses were collected in September 2020, including 52 European College of Veterinary Surgeons (ECVS) residents and 29 ECVS Diplomates acting as supervisors. Methods Descriptive statistics were used to analyze the data. Fisher's exact test was used to test for significance. Results A reduction in surgical case load was reported by 82% (n = 66/81) of respondents, with 82% (n = 54/66) of those believing that COVID‐19 had a mild‐to‐moderate impact on training. Compared to supervisors, residents were less likely to feel that appropriate guidance, a safe working environment, and measures to preserve training had been provided (p < .01). Only 45% (n = 22/49) of residents reported confidence with performing teleconsultations. Ninety percent (n = 73/81) of respondents considered online “case presentations” and “edited surgical video footage” as a positive ancillary tool. Conclusion COVID‐19 has resulted in a reduction in case load and training for the majority of residents. A discrepancy between the opinions of residents and supervisors was noted on various aspects of COVID‐19 related effects. Impact Open communication, as well as the use of additional training tools through digital platforms may help to preserve safe and effective training during times of decreased clinical activity. While this study has focused on surgical specialist training, the results could be applied to other disciplines.
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Affiliation(s)
- Akash Alexander
- Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
| | - Heidi Radke
- Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
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Tandon V, Raheja A, Mishra S, Garg K, Dash C, Borkar SA, Wellington J, Chaurasia B, Fontanella MM, Suri A, Chandra PS, Kale SS. Trends in Neurosurgical Teleconsultation Services Across the Globe During COVID-19 Pandemic. World Neurosurg 2021; 150:e645-e656. [PMID: 33757889 DOI: 10.1016/j.wneu.2021.03.070] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 03/14/2021] [Accepted: 03/15/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Global use of telemedicine has increased rapidly during the coronavirus disease 2019 (COVID-19) pandemic to bridge the gap in existing health care services. Intercontinental trends in neurosurgeons' perception and practices of telemedicine have been sparingly reported. METHODS We conducted an online anonymized and validated survey using a structured questionnaire to gain insight into neurosurgeons' experience with telemedicine across various continents and rated its usefulness on a 5-point Likert scale. RESULTS We received 286 responses across 5 continents. There was a trend to support a major paradigm shift favoring teleconsultations during the COVID-19 pandemic in respondents from North America (P = 0.06). Signed prescriptions were e-mailed along with video-based teleconsultations preferentially in Europe and North America. In comparison, audio- or text-based teleconsultations along with unsigned prescriptions were prevalent in Asia and Africa (P = 0.0005). Acceptability and perceived usefulness for telemedicine during the pandemic were similar across the globe, regardless of neurosurgeons' experience (mean satisfaction score 3.72 ± 1.09; P = 0.62). A majority of neurosurgeons from Asia and South America complained of difficulties during teleconsultations owing to lack of appropriate infrastructure, internet connectivity/prescription-related issues, and potential risk of litigation (P = 0.0005). Approximately 46% of neurosurgeons, predominantly from Europe and North America, thought that telemedicine could play a vital role in clinical practice even after the COVID-19 pandemic subsides (mean satisfaction score 3.26 ± 1.16; P = 0.007). CONCLUSIONS Telemedicine in neurosurgery is a viable alternative to physical outpatient services during the COVID-19 pandemic and could potentially play a vital role after the pandemic.
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Affiliation(s)
- Vivek Tandon
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
| | - Amol Raheja
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
| | - Shashwat Mishra
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
| | - Kanwaljeet Garg
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India.
| | - Chinmaya Dash
- Division of Neurosurgery, Department of Trauma and Emergency, All India Institute of Medical Sciences, Bhubaneswar, India
| | - Sachin A Borkar
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
| | - Jack Wellington
- School of Medicine, Cardiff University, Cardiff, United Kingdom
| | | | - Marco M Fontanella
- Unit of Neurosurgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Ashish Suri
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
| | - P Sarat Chandra
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
| | - Shashank S Kale
- Department of Neurosurgery, All India Institute of Medical Sciences, New Delhi, India
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Bebbington A, Hasanic A. Online Synchronous Clinical Communication Training During the COVID-19 Pandemic [Letter]. ADVANCES IN MEDICAL EDUCATION AND PRACTICE 2021; 12:165-166. [PMID: 33628073 PMCID: PMC7898211 DOI: 10.2147/amep.s300590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 02/01/2021] [Indexed: 06/12/2023]
Affiliation(s)
- Agatha Bebbington
- Department of Medicine, Imperial College London, London, SW7 2BU, UK
| | - Alan Hasanic
- Department of Medicine, Imperial College London, London, SW7 2BU, UK
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