Abstract
Purpose
The STAT (Safety Threats and Adverse Events in Trauma) taxonomy was developed through expert consensus, and groups 65 identified trauma resuscitation adverse events (AEs) into nine distinct categories. It provides a framework for standardized analysis of trauma resuscitations and creates a foundation for targeted quality improvement and patient safety initiatives. This study aims to evaluate the reliability of the STAT taxonomy in identifying AEs during video-recorded trauma resuscitations.
Methods
High-definition audiovisual data from 30 trauma resuscitations were reviewed. Videos were assessed and scored by four independent reviewers (two trainees and two staff). The STAT taxonomy was used to identify AEs based on binary responses: yes and no. Inter-rater reliability was calculated using Gwet’s AC1. The frequencies of AEs were tallied and reported as counts and percentages.
Results
The most common AEs identified in the videos were failure to measure temperature (86.7%) and inadequate personal protective equipment (86.7%), followed by inability to use closed-loop communication (76.7%). The agreement on all AEs between reviewers was 0.94 (95% CI: 0.93–0.95). The Gwet’s AC1 agreement across the 9 AE categories was paramedic handover (0.82), airway and breathing (0.99), circulation (0.95), assessment of injuries (0.91), management of injuries (0.96), procedure-related (0.97), patient monitoring and IV access (0.99), disposition (0.98), team communication and dynamics (0.87).
Conclusion
The STAT taxonomy demonstrated excellent inter-rater reliability between reviewers and can be used to identify AEs in video-recorded trauma resuscitations. These results provide a foundation for adapting video review to objectively quantify and assess AEs in the trauma bay.
Similar content being viewed by others
Data availability
A de-identified dataset associated with the paper is available upon reasonable request.
References
Gruen RL, Jurkovich GJ, McIntyre LK, Foy HM, Maier RV. Patterns of errors contributing to trauma mortality: lessons learned from 2594 deaths. Ann Surg. 2006;244:371–80. https://doi.org/10.1097/01.sla.0000234655.83517.56.
Nolan B, Petrosoniak A, Hicks CM, Cripps MW, Dumas RP. Defining adverse events during trauma resuscitation: a modified RAND Delphi study. Trauma Surg Acute Care Open. 2021;6:e000805. https://doi.org/10.1136/tsaco-2021-000805.
Baker GR, Norton PG, Flintoft V, Blais R, Brown A, Cox J, et al. The Canadian adverse events study: the incidence of adverse events among hospital patients in Canada. CMAJ. 2004;170:1678–86. https://doi.org/10.1503/cmaj.1040498.
Wong K, Petchell J. Trauma teams in Australia: a national survey. ANZ J Surg. 2003;73:819–25. https://doi.org/10.1046/j.1445-2197.2003.02782.x.
Fitzgerald M, Gocentas R, Dziukas L, Cameron P, Mackenzie C, Farrow N. Using video audit to improve trauma resuscitation--time for a new approach. Can J Surg. 2006; 49:208–11. Available from: https://www.ncbi.nlm.nih.gov/pubmed/16749983
Steinemann S, Berg B, DiTullio A, Skinner A, Terada K, Anzelon K, et al. Assessing teamwork in the trauma bay: introduction of a modified “NOTECHS” scale for trauma. Am J Surg. 2012; 203:69–75. Available from: https://www.sciencedirect.com/science/article/pii/S000296101100599X
Baletic N, Riggs J, Lebovic G, Petrosoniak A, Dumas RP, Nolan B. Introducing the Safety Threats and Adverse events in Trauma (STAT) taxonomy: standardized classification system for evaluating safety during trauma resuscitation. Eur J Trauma Emerg Surg. 2022. https://doi.org/10.1007/s00068-022-02007-9.
Nikouline A, Quirion A, Jung JJ, Nolan B. Errors in adult trauma resuscitation: a systematic review. CJEM. 2021;23:537–46. https://doi.org/10.1007/s43678-021-00118-7.
Hoyt DB, Shackford SR, Fridland PH, Mackersie RC, Hansbrough JF, Wachtel TL, et al. Video recording trauma resuscitations: an effective teaching technique. J Trauma. 1988;28:435–40. https://doi.org/10.1097/00005373-198804000-00003.
Oakley E, Stocker S, Staubli G, Young S. Using video recording to identify management errors in pediatric trauma resuscitation. Pediatrics. 2006;117:658–64. https://doi.org/10.1542/peds.2004-1803.
Rees JR, Maher Z, Dumas RP, Vella MA, Schroeder ME, Milia DJ, et al. Trauma video review outperforms prospective real-time data collection for study of resuscitative thoracotomy. Surgery. 2022. https://doi.org/10.1016/j.surg.2022.06.021.
Trauma center [Internet]. [cited 2023 May 1]. Available from: https://parklandhealthfoundation.org/areas-of-need/trauma-center
Shoukri MM, Asyali MH, Donner A. Sample size requirements for the design of reliability study: review and new results. Stat Methods Med Res. 2004;13:251–71. https://doi.org/10.1191/0962280204sm365ra.
Arifin WN. Sample size calculator (web) [Internet]. wnarifin.github.io. 2017 [cited 2023 Sep 8]. Available from: http://wnarifin.github.io
Cohen J. A coefficient of agreement for nominal scales. Educ Psychol Meas. 1960;20:37–46. https://doi.org/10.1177/001316446002000104.
Gwet KL. Computing inter-rater reliability and its variance in the presence of high agreement. Br J Math Stat Psychol. 2008;61:29–48. https://doi.org/10.1348/000711006X126600.
McHugh ML. Interrater reliability: the kappa statistic. Bio chemia. 2012; 22: 276–82 https://doi.org/10.11613/bm.2012.031
Petrosoniak A, Fan M, Hicks CM, White K, McGowan M, Campbell D, et al. Trauma resuscitation using in situ simulation team training (TRUST) study latent safety threat evaluation using framework analysis and video review. BMJ Quality Safet. 2021. https://doi.org/10.1136/bmjqs-2020-011363.
Härgestam M, Lindkvist M, Brulin C, Jacobsson M, Hultin M. Communication in interdisciplinary teams: exploring closed-loop communication during in situ trauma team training. BMJ Open. 2013;3:e003525. https://doi.org/10.1136/bmjopen-2013-003525.
Bhangu A, Notario L, Pinto RL, Pannell D, Thomas-Boaz W, Freedman C, et al. Closed loop communication in the trauma bay identifying opportunities for team performance improvement through a video review analysis. CJEM. 2022;24:419–25. https://doi.org/10.1007/s43678-022-00295-z.
Zhan C, Miller MR. Excess length of stay, charges, and mortality attributable to medical injuries during hospitalization. JAMA. 2003;290:1868–74. https://doi.org/10.1001/jama.290.14.1868.
Bergs EAG, Rutten FLPA, Tadros T, Krijnen P, Schipper IB. Communication during trauma resuscitation: do we know what is happening? Injury [Internet]. 2005;36:905–11. Available from: https://www.sciencedirect.com/science/article/pii/S0020138305000033
Fitzgerald M, Gocentas R, Dziukas L, Bs MD, Cameron P, Bs MD, et al. Using video audit to improve trauma resuscitation — time for a new approach. [cited 2023 Apr 26]. Available from: https://www.canjsurg.ca/content/cjs/49/3/208.full.pdf
Brogaard L, Hvidman L, Esberg G, Finer N, Hjorth-Hansen KR, Manser T, et al. Teamwork and adherence to guideline on newborn resuscitation-video review of neonatal interdisciplinary teams. Front Pediatr. 2022;10:828297. https://doi.org/10.3389/fped.2022.828297.
Bhangu A, Stevenson C, Szulewski A, MacDonald A, Nolan B. A scoping review of nontechnical skill assessment tools to evaluate trauma team performance. J Trauma Acute Care Surg. 2022;92:e81-91. https://doi.org/10.1097/TA.0000000000003492.
Stevenson C, Bhangu A, Jung JJ, MacDonald A, Nolan B. The development and measurement properties of the trauma NOn-TECHnical skills (T-NOTECHS) scale: A scoping review. Am J Surg [Internet]. 2022 [cited 2023 May 10];224:1115–25. Available from: https://pubmed.ncbi.nlm.nih.gov/35659768/
Balmer JC, Hieb N, Daley BJ, Many HR, Heidel E, Rowe S, et al. Continued relevance of initial temperature measurement in trauma patients. Am Surg. 2022;88:424–8. https://doi.org/10.1177/00031348211048833.
Nolan B, Zakirova R, Bridge J, Nathens AB. Barriers to implementing the world health Organization’s trauma care checklist. J Trauma Acute Care. 2014;77:679–83.
Quirion A, Nikouline A, Jung J, Nolan B. Contemporary uses of trauma video review: a scoping review. CJEM. 2021;23:787–96. https://doi.org/10.1007/s43678-021-00178-9.
Girard E, Jegousso Q, Boussat B, François P, Ageron F-X, Letoublon C, et al. Preventable deaths in a French regional trauma system: A six-year analysis of severe trauma mortality. J Visc Surg. 2019;156:10–6. https://doi.org/10.1016/j.jviscsurg.2018.05.002.
Wu CY, Chou CC, Hsu HC, Ma MHM, Ho YC, Lin CC, et al. The preventability of trauma-related death: A two-year cohort study in a trauma center in middle Taiwan. Injury. 2022;53:3039–46. https://doi.org/10.1016/j.injury.2022.06.038.
Buljac-Samardzic M, Doekhie KD, van Wijngaarden JDH. Interventions to improve team effectiveness within health care: a systematic review of the past decade. Hum Resour Health. 2020;18:2. https://doi.org/10.1186/s12960-019-0411-3.
McNicholas AR, Reilly EF. The role of trauma video review in optimizing patient care. Journal of Trauma Nursing. 2018;25:307–10. Available from: https://europepmc.org/article/med/30216261
Kournwsky Dit Kourav R, Gerard R, Nolan B, Maugin C, Grèze J. Adaptation of a taxonomy of adverse events in trauma to a specific trauma system setting is an important first step for monitoring and standardization of trauma care. Eur J Trauma Emerg Surg. 2023. https://doi.org/10.1007/s00068-023-02336-3.
Nolan B, Hicks CM, Petrosoniak A, Jung J, Grantcharov T. Pushing boundaries of video review in trauma: using comprehensive data to improve the safety of trauma care. Trauma Surg Acute Care Open. 2020;5:e000510. https://doi.org/10.1136/tsaco-2020-000510.
Acknowledgements
We would like to thank Physician Services Incorporated and the St. Michael’s Hospital Association Alternate Funds Plan for their financial support for this study.
Funding
BN is supported by Physician Services Incorporated and the St. Michael’s Hospital Association Alternate Funds Plan. The funders did not have a role in study design, data analysis, interpretation of the results, writing the manuscript, or submitting the article for publication.
Author information
Authors and Affiliations
Contributions
BN, NB, CF, and RD conceived and designed the study. BN and MM obtained research ethics approval. NB, CF, RD, and BN performed data collection. AN and KX analyzed the data. AN and BN drafted the manuscript, and all authors contributed substantially to its revision. BN takes responsibility for the paper as a whole.
Corresponding author
Ethics declarations
Conflict of interest
AN, NB, CF, KX, MM, RD, and BN declare that they have no conflict of interest.
Ethical approval
Approval was obtained from the ethics committee of Unity Health Toronto (REB ID # 22-015).
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Nazir, A., Baletic, N., Dumas, R.P. et al. Reliability of the safety threats and adverse events in trauma (STAT) taxonomy using trauma video review. Eur J Trauma Emerg Surg 50, 497–504 (2024). https://doi.org/10.1007/s00068-023-02381-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00068-023-02381-y