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Asghari E, Rafiee MH. Closed-circuit television camera in the operating room: A double-edged sword. Curr Probl Surg 2024; 61:101556. [PMID: 39266131 DOI: 10.1016/j.cpsurg.2024.101556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 06/30/2024] [Accepted: 07/03/2024] [Indexed: 09/14/2024]
Affiliation(s)
- Elnaz Asghari
- Department of Medical-Surgical Nursing, Faculty of Nursing and Midwifery, Tabriz University of Medical Sciences, Tabriz, Iran
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Lam K, Simister C, Yiu A, Kinross JM. Barriers to the adoption of routine surgical video recording: a mixed-methods qualitative study of a real-world implementation of a video recording platform. Surg Endosc 2024:10.1007/s00464-024-11174-2. [PMID: 39148005 DOI: 10.1007/s00464-024-11174-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 08/05/2024] [Indexed: 08/17/2024]
Abstract
BACKGROUND Routine surgical video recording has multiple benefits. Video acts as an objective record of the operative record, allows video-based coaching and is integral to the development of digital technologies. Despite these benefits, adoption is not widespread. To date, only questionnaire studies have explored this failure in adoption. This study aims to determine the barriers and provide recommendations for the implementation of routine surgical video recording. MATERIALS AND METHODS A pre- and post-pilot questionnaire surrounding a real-world implementation of a C-SATS©, an educational recording and surgical analytics platform, was conducted in a university teaching hospital trust. Usage metrics from the pilot study and descriptive analyses of questionnaire responses were used with the non-adoption, abandonment, scale-up, spread, sustainability (NASSS) framework to create topic guides for semi-structured interviews. Transcripts of interviews were evaluated in an inductive thematic analysis. RESULTS Engagement with the C-SATS© platform failed to reach consistent levels with only 57 videos uploaded. Three attending surgeons, four surgical residents, one scrub nurse, three patients, one lawyer, and one industry representative were interviewed, all of which perceived value in recording. Barriers of 'change,' 'resource,' and 'governance,' were identified as the main themes. Resistance was centred on patient misinterpretation of videos. Participants believed availability of infrastructure would facilitate adoption but integration into surgical workflow is required. Regulatory uncertainty was centred around anonymity and data ownership. CONCLUSION Barriers to the adoption of routine surgical video recording exist beyond technological barriers alone. Priorities for implementation include integration recording into the patient record, engaging all stakeholders to ensure buy-in, and formalising consent processes to establish patient trust.
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Affiliation(s)
- Kyle Lam
- Department of Surgery and Cancer, Imperial College, 10th Floor Queen Elizabeth Queen Mother Building, St Mary's Hospital, London, W2 1NY, UK.
| | - Catherine Simister
- Department of Surgery and Cancer, Imperial College, 10th Floor Queen Elizabeth Queen Mother Building, St Mary's Hospital, London, W2 1NY, UK
| | - Andrew Yiu
- Department of Surgery and Cancer, Imperial College, 10th Floor Queen Elizabeth Queen Mother Building, St Mary's Hospital, London, W2 1NY, UK
| | - James M Kinross
- Department of Surgery and Cancer, Imperial College, 10th Floor Queen Elizabeth Queen Mother Building, St Mary's Hospital, London, W2 1NY, UK
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Howie EE, Harari R, Dias RD, Wigmore SJ, Skipworth RJE, Yule S. Feasibility of Wearable Sensors to Assess Cognitive Load During Clinical Performance: Lessons Learned and Blueprint for Success. J Surg Res 2024; 302:222-231. [PMID: 39106733 DOI: 10.1016/j.jss.2024.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 05/23/2024] [Accepted: 07/02/2024] [Indexed: 08/09/2024]
Abstract
INTRODUCTION Cognitive load (CogL) is increasingly recognized as an important resource underlying operative performance. Current innovations in surgery aim to develop objective performance metrics via physiological monitoring from wearable digital sensors. Surgeons have access to consumer technology that could measure CogL but need guidance regarding device selection and implementation. To realize the benefits of surgical performance improvement these methods must be feasible, incorporating human factors usability and design principles. This paper aims to evaluate the feasibility of using wearable sensors to assess CogL, identify the benefits and challenges of implementing devices, and develop guidance for surgeons planning to implement wearable devices in their research or practice. METHODS We examined the feasibility of wearable sensors from a series of empirical studies that measured aspects of clinical performance relating to CogL. Across four studies, 84 participants and five sensors were involved in the following clinical settings: (i) real intraoperative surgery; (ii) simulated laparoscopic surgery; and (iii) medical team performance outside the hospital. RESULTS Wearable devices worn on the wrist and chest were found to be comfortable. After a learning curve, electrodermal activity data were easily and reliably collected. Devices using photoplethysmography to determine heart rate variability were significantly limited by movement artifact. There was variable success with electroencephalography devices regarding connectivity, comfort, and usability. CONCLUSIONS It is feasible to use wearable sensors across various clinical settings, including surgery. There are some limitations, and their implementation is context and device dependent. To scale sensor use in clinical research, surgeons must embrace human factors principles to optimize wearability, usability, reliability, and data security.
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Affiliation(s)
- Emma E Howie
- Clinical Surgery, University of Edinburgh & Royal Infirmary of Edinburgh, Edinburgh, Scotland; Surgical Sabermetrics Laboratory, Usher Institute, University of Edinburgh, Edinburgh, Scotland.
| | - Ryan Harari
- Surgical Sabermetrics Laboratory, Usher Institute, University of Edinburgh, Edinburgh, Scotland; STRATUS Centre for Medical Simulation, Brigham & Women's Hospital, Boston, Massachusetts; Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts
| | - Roger D Dias
- Surgical Sabermetrics Laboratory, Usher Institute, University of Edinburgh, Edinburgh, Scotland; STRATUS Centre for Medical Simulation, Brigham & Women's Hospital, Boston, Massachusetts; Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts
| | - Stephen J Wigmore
- Clinical Surgery, University of Edinburgh & Royal Infirmary of Edinburgh, Edinburgh, Scotland; Surgical Sabermetrics Laboratory, Usher Institute, University of Edinburgh, Edinburgh, Scotland
| | - Richard J E Skipworth
- Clinical Surgery, University of Edinburgh & Royal Infirmary of Edinburgh, Edinburgh, Scotland; Surgical Sabermetrics Laboratory, Usher Institute, University of Edinburgh, Edinburgh, Scotland
| | - Steven Yule
- Clinical Surgery, University of Edinburgh & Royal Infirmary of Edinburgh, Edinburgh, Scotland; Surgical Sabermetrics Laboratory, Usher Institute, University of Edinburgh, Edinburgh, Scotland.
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Yiu A, Lam K, Simister C, Clarke J, Kinross J. Adoption of routine surgical video recording: a nationwide freedom of information act request across England and Wales. EClinicalMedicine 2024; 70:102545. [PMID: 38685926 PMCID: PMC11056472 DOI: 10.1016/j.eclinm.2024.102545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 02/28/2024] [Accepted: 02/28/2024] [Indexed: 05/02/2024] Open
Abstract
Background Surgical video contains data with significant potential to improve surgical outcome assessment, quality assurance, education, and research. Current utilisation of surgical video recording is unknown and related policies/governance structures are unclear. Methods A nationwide Freedom of Information (FOI) request concerning surgical video recording, technology, consent, access, and governance was sent to all acute National Health Service (NHS) trusts/boards in England/Wales between 20th February and 20th March 2023. Findings 140/144 (97.2%) trusts/boards in England/Wales responded to the FOI request. Surgical procedures were routinely recorded in 22 trusts/boards. The median estimate of consultant surgeons routinely recording their procedures was 20%. Surgical video was stored on internal systems (n = 27), third-party products (n = 29), and both (n = 9). 32/140 (22.9%) trusts/boards ask for consent to record procedures as part of routine care. Consent for recording included non-clinical purposes in 55/140 (39.3%) trusts/boards. Policies for surgeon/patient access to surgical video were available in 48/140 (34.3%) and 32/140 (22.9%) trusts/boards, respectively. Surgical video was used for non-clinical purposes in 64/140 (45.7%) trusts/boards. Governance policies covering surgical video recording, use, and/or storage were available from 59/140 (42.1%) trusts/boards. Interpretation There is significant heterogeneity in surgical video recording practices in England and Wales. A minority of trusts/boards routinely record surgical procedures, with large variation in recording/storage practices indicating scope for NHS-wide coordination. Revision of surgical video consent, accessibility, and governance policies should be prioritised by trusts/boards to protect key stakeholders. Increased availability of surgical video is essential for patients and surgeons to maximally benefit from the ongoing digital transformation of surgery. Funding KL is supported by an NIHR Academic Clinical Fellowship and acknowledges infrastructure support for this research from the National Institute for Health Research (NIHR) Imperial Biomedical Research Centre (BRC).
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Affiliation(s)
- Andrew Yiu
- Department of Surgery and Cancer, Imperial College London, UK
| | - Kyle Lam
- Department of Surgery and Cancer, Imperial College London, UK
| | | | - Jonathan Clarke
- Department of Surgery and Cancer, Imperial College London, UK
| | - James Kinross
- Department of Surgery and Cancer, Imperial College London, UK
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Gabryel P, Skrzypczak P, Roszak M, Campisi A, Zielińska D, Bryl M, Stencel K, Piwkowski C. Influencing Factors on the Quality of Lymph Node Dissection for Stage IA Non-Small Cell Lung Cancer: A Retrospective Nationwide Cohort Study. Cancers (Basel) 2024; 16:346. [PMID: 38254835 PMCID: PMC10814584 DOI: 10.3390/cancers16020346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/08/2024] [Accepted: 01/11/2024] [Indexed: 01/24/2024] Open
Abstract
Lymphadenectomy is an essential part of complete surgical operation for non-small cell lung cancer (NSCLC). This retrospective, multicenter cohort study aimed to identify factors that influence the lymphadenectomy quality. Data were obtained from the Polish Lung Cancer Study Group Database. The primary endpoint was lobe-specific mediastinal lymph node dissection (L-SMLND). The study included 4271 patients who underwent VATS lobectomy for stage IA NSCLC, operated between 2007 and 2022. L-SMLND was performed in 1190 patients (27.9%). The remaining 3081 patients (72.1%) did not meet the L-SMLND criteria. Multivariate logistic regression analysis showed that patients with PET-CT (OR 3.238, 95% CI: 2.315 to 4.529; p < 0.001), with larger tumors (pT1a vs. pT1b vs. pT1c) (OR 1.292; 95% CI: 1.009 to 1.653; p = 0.042), and those operated on by experienced surgeons (OR 1.959, 95% CI: 1.432 to 2.679; p < 0.001) had a higher probability of undergoing L-SMLND. The quality of lymphadenectomy decreased over time (OR 0.647, 95% CI: 0.474 to 0.884; p = 0.006). An analysis of propensity-matched groups showed that more extensive lymph node dissection was not related to in-hospital mortality, complication rates, and hospitalization duration. Actions are needed to improve the quality of lymphadenectomy for NSCLC.
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Affiliation(s)
- Piotr Gabryel
- Department of Thoracic Surgery, Poznan University of Medical Sciences, Szamarzewskiego 62 Street, 60-569 Poznan, Poland
| | - Piotr Skrzypczak
- Department of Thoracic Surgery, Poznan University of Medical Sciences, Szamarzewskiego 62 Street, 60-569 Poznan, Poland
| | - Magdalena Roszak
- Department of Computer Science and Statistics, Poznan University of Medical Sciences, Rokietnicka 7 Street, 60-806 Poznan, Poland
| | - Alessio Campisi
- Department of Thoracic Surgery, University and Hospital Trust–Ospedale Borgo Trento, Piazzale Aristide Stefani 1, 37126 Verona, Italy
| | - Dominika Zielińska
- Department of Thoracic Surgery, Poznan University of Medical Sciences, Szamarzewskiego 62 Street, 60-569 Poznan, Poland
| | - Maciej Bryl
- Department of Thoracic Surgery, Poznan University of Medical Sciences, Szamarzewskiego 62 Street, 60-569 Poznan, Poland
| | - Katarzyna Stencel
- Department of Thoracic Surgery, Poznan University of Medical Sciences, Szamarzewskiego 62 Street, 60-569 Poznan, Poland
| | - Cezary Piwkowski
- Department of Thoracic Surgery, Poznan University of Medical Sciences, Szamarzewskiego 62 Street, 60-569 Poznan, Poland
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Campbell K, Gardner A, Scott DJ, Johnson J, Harvey J, Kazley A. Interprofessional staff perspectives on the adoption of or black box technology and simulations to improve patient safety: a multi-methods survey. Adv Simul (Lond) 2023; 8:24. [PMID: 37880765 PMCID: PMC10598903 DOI: 10.1186/s41077-023-00263-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 09/24/2023] [Indexed: 10/27/2023] Open
Abstract
INTRODUCTION Medical errors still plague healthcare. Operating Room Black Box (ORBB) and ORBB-simulation (ORBBSIM) are innovative emerging technologies which continuously capture as well as categorize intraoperative data, team information, and audio-visual files, in effort to improve objective quality measures. ORBB and ORBBSIM have an opportunity to improve patient safety, yet a paucity of implementation literature exists. Overcoming implementation barriers is critical. This study sought to obtain rich insights while identifying facilitators and barriers to adoption of ORBB and ORBBSIM in alignment with Donabedian's model of health services and healthcare quality. Enrichment themes included translational performance improvement and real-world examples to develop sessions. METHODS Interprofessional OR staff were invited to complete two surveys assessing staff's perceptions using TeamSTEPPS's validated Teamwork Perceptions Questionnaire (T-TPQ) and open-ended questions. Descriptive statistics were calculated for quantitative variables, and inductive phenomenological content analysis was used for qualitative. RESULTS Survey 1 captured 71 responses from 334 invited (RR 21%) while survey 2 captured 47 responses from 157 (RR 29.9%). The T-TPQ score was 65.2, with Communication (70.4) the highest construct and Leadership (58.0) the lowest. Quality Improvement (QI), Patient Safety, and Objective Case Review were the most common perceived ORBB benefits. Trends suggested a reciprocal benefit of dual ORBB and ORBBSIM adoption. Trends also suggested that dual implementation can promote Psychological Safety, culture, trust, and technology comfort. The need for an implementation plan built on change management principles and a constructive culture were key findings. CONCLUSIONS Findings supported ORBB implementation themes from previous literature and deepened our understanding through the exploration of team culture. This blueprint provides a model to help organizations adopt ORBB and ORBBSIM. Outcomes can establish an empirical paradigm for future studies.
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Affiliation(s)
- Krystle Campbell
- UT Southwestern Simulation Center, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- Department of Healthcare Leadership and Management, College of Health Professions, Doctor of Health Administration, Medical University of South Carolina, Charleston, SC, USA.
| | - Aimee Gardner
- Department of Psychiatry, Baylor College of Medicine, Houston, TX, USA
| | - Daniel J Scott
- Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jada Johnson
- Department of Healthcare Leadership and Management, Medical University of South Carolina, Charleston, SC, USA
| | - Jillian Harvey
- Department of Healthcare Leadership and Management, College of Health Professions, Doctor of Health Administration, Medical University of South Carolina, Charleston, SC, USA
| | - Abby Kazley
- Department of Healthcare Leadership and Management, College of Health Professions, Doctor of Health Administration, Medical University of South Carolina, Charleston, SC, USA
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Eryigit Ö, van de Graaf FW, Nieuwenhuijs VB, Sosef MN, de Graaf EJR, Menon AG, Lange MM, Lange JF. A comparison between real-time intraoperative voice dictation and the operative report in laparoscopic cholecystectomy: a multicenter prospective observational study. Langenbecks Arch Surg 2023; 408:334. [PMID: 37624422 PMCID: PMC10457217 DOI: 10.1007/s00423-023-03079-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 08/17/2023] [Indexed: 08/26/2023]
Abstract
PURPOSE The current operative report often inadequately reflects events occurring during laparoscopic cholecystectomy (LC). The addition of intraoperative video recording to the operative report has already proven to add important information. It was hypothesized that real-time intraoperative voice dictation (RIVD) can provide an equal or more complete overview of the operative procedure compared to the narrative operative report (NR) produced postoperatively. METHODS SONAR is a multicenter prospective observational trial, conducted at four surgical centers in the Netherlands. Elective LCs of patients aged 18 years and older were included. Participating surgeons were requested to dictate the essential steps of LC during surgery. RIVDs and NRs were reviewed according to the stepwise LC guideline of the Dutch Society for Surgery. The cumulative adequacy rates for RIVDs were compared with those of the postoperatively written NR. RESULTS 79 of 90 cases were eligible for inclusion and available for further analysis. RIVD resulted in a significantly higher adequacy rate compared to NR for the circumferential dissection of the cystic duct and artery (NR 32.5% vs. RIVD 61.0%, P = 0.016). NR had higher adequacy rates in reporting the transection of the cystic duct (NR 100% vs. RIVD 77.9%, P = < 0.001) and the removal of the gallbladder from the liver bed (NR 98.7% vs. RIVD 68.8%, P < 0.001). The total adequacy was not significantly different between the two reporting methods (NR 78.0% vs. RIVD 76.4%, P = 1.00). CONCLUSION Overall, the adequacy of RIVD is comparable to the postoperatively written NR in reporting surgical steps in LC. However, the most essential surgical step, the circumferential dissection of the cystic duct and artery, was reported more adequately in RIVD.
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Affiliation(s)
- Özgür Eryigit
- Department of Surgery, Erasmus University Medical Center, Internal Postal Address H-173, P.O. Box 2040, 3000 CA, Rotterdam, the Netherlands.
| | - Floyd W van de Graaf
- Department of Surgery, Erasmus University Medical Center, Internal Postal Address H-173, P.O. Box 2040, 3000 CA, Rotterdam, the Netherlands
| | | | - Meindert N Sosef
- Department of Surgery, Zuyderland Medical Center, Sittard-Geleen and Heerlen, the Netherlands
| | - Eelco J R de Graaf
- Department of Surgery, IJsselland Hospital, Capelle Aan Den IJssel, the Netherlands
| | - Anand G Menon
- Department of Surgery, Erasmus University Medical Center, Internal Postal Address H-173, P.O. Box 2040, 3000 CA, Rotterdam, the Netherlands
- Department of Surgery, IJsselland Hospital, Capelle Aan Den IJssel, the Netherlands
| | - Marilyne M Lange
- Department of Pathology, Amsterdam University Medical Center, Location VUmc, Amsterdam, the Netherlands
| | - Johan F Lange
- Department of Surgery, Erasmus University Medical Center, Internal Postal Address H-173, P.O. Box 2040, 3000 CA, Rotterdam, the Netherlands
- Department of Surgery, IJsselland Hospital, Capelle Aan Den IJssel, the Netherlands
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Quach WT, Vittetoe KL, Langerman A. Ethical and Legal Considerations for Recording in the Operating Room: A Systematic Review. J Surg Res 2023; 288:118-133. [PMID: 36965233 DOI: 10.1016/j.jss.2023.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 01/24/2023] [Accepted: 02/18/2023] [Indexed: 03/27/2023]
Abstract
INTRODUCTION The integration of high-resolution video into surgical practice has fostered widespread interest in capturing surgical video recordings for the purposes of patient care, medical training, quality improvement, and documentation. The capture, analysis, and storing of such recordings inherently impact operating room (OR) activities and introduce potential harms to patients as well as members of the surgical team, which can be analyzed from both ethical and legal perspectives. METHODS Following Preferred Reporting Items for Systematic Reviews and Meta Analyses (PRISMA) guidelines, a systematic literature search of PubMed was conducted. The citations of included articles were then reviewed to find any articles not captured by our initial search. RESULTS 62 Articles were included in the review (52 from PubMed search and 10 from citation review). Prevalent key issues in the literature at present include privacy, consent, ownership, legal use and discoverability, editing, data security, and recording's impact on the surgical team. CONCLUSIONS This review aims to spark proactive discussions of the ethical and legal implications of recording in the OR, which will guide transformation as the medical field adapts to new and innovative technologies without compromising its ideals or patient care.
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Affiliation(s)
- William T Quach
- Vanderbilt University School of Medicine, Nashville, Tennessee; Surgical Ethics Program, VUMC Center for Biomedical Ethics and Society, Nashville, Tennessee
| | - Kelly L Vittetoe
- Vanderbilt University School of Medicine, Nashville, Tennessee; Surgical Ethics Program, VUMC Center for Biomedical Ethics and Society, Nashville, Tennessee; Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Alexander Langerman
- Vanderbilt University School of Medicine, Nashville, Tennessee; Surgical Ethics Program, VUMC Center for Biomedical Ethics and Society, Nashville, Tennessee; Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee.
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Intraoperative video recording in otolaryngology for surgical education: evolution and considerations. J Otolaryngol Head Neck Surg 2023; 52:2. [PMID: 36658628 PMCID: PMC9851573 DOI: 10.1186/s40463-023-00620-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 01/02/2023] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Otolaryngology is a surgical speciality well suited for the application of intraoperative video recording as an educational tool considering the number procedures within the speciality that utilize digital technology. Intraoperative recording has been utilized in endoscopic surgeries and in evaluating technique in mastoidectomy, myringotomy and grommet insertion. The impact of intra-operative video recording in otolaryngology education is vast in creating access to surgical videos for preparation outside the operating room to individualized coaching and assessment. The purpose of this project is to highlight the role of intraoperative video recording in otolaryngology training and elucidate the challenges and considerations associated with implementation. METHODS Related publications between 1999 to 2022 were reviewed from PubMed and Embase databases utilizing search terms "intraoperative videography," "video recording surgery," "otolaryngology," and "surgical education." 109 articles were screened independently by HB and SK, by title and abstract then full text review. 28 articles from the original search and 6 from the secondary reference review were included. RESULTS The application of intraoperative video recording is evident in otolaryngology surgeries including endoscopic sinus surgery, laryngeal surgery, and other endoscopic procedures. There have been significant advancements in recording tools, including devices that can capture the surgeon's perspective. The considerations and challenges identified with utilizing this educational tool were categorized into different themes including ethics/consent, regulation, liability, data, technology, and human resources. CONCLUSION Intra-operative video recording has been demonstrated to have significant impact within otolaryngology education. It is critical to elucidate the challenges and considerations involved to utilize this educational tool effectively. Future directives will see video-based performance analytics providing comparative metrics to encourage precise coaching of surgical residents.
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