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Assessment of changes in gaze patterns during training in point-of-care ultrasound

BACKGROUND: Point-of-care ultrasound (POCUS) is a core skill in emergency medicine (EM), however, there is a lack of objective competency measures. Eye-tracking technology is a potentially useful assessment tool, as gaze patterns can reliably discriminate between experts and novices across medical s...

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Autores principales: Chan, Alice H. Y., Lee, Wei Feng, Van Gerven, Pascal W. M., Chenkin, Jordan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9440555/
https://www.ncbi.nlm.nih.gov/pubmed/36056331
http://dx.doi.org/10.1186/s12909-022-03680-5
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author Chan, Alice H. Y.
Lee, Wei Feng
Van Gerven, Pascal W. M.
Chenkin, Jordan
author_facet Chan, Alice H. Y.
Lee, Wei Feng
Van Gerven, Pascal W. M.
Chenkin, Jordan
author_sort Chan, Alice H. Y.
collection PubMed
description BACKGROUND: Point-of-care ultrasound (POCUS) is a core skill in emergency medicine (EM), however, there is a lack of objective competency measures. Eye-tracking technology is a potentially useful assessment tool, as gaze patterns can reliably discriminate between experts and novices across medical specialties. We aim to determine if gaze metrics change in an independent and predictable manner during ultrasound training. METHODS: A convenience sample of first-year residents from a single academic emergency department was recruited. Participants interpreted 16 ultrasound videos of the focused assessment with sonography for trauma (FAST) scan while their gaze patterns were recorded using a commercially available eye-tracking device. The intervention group then completed an introductory ultrasound course whereas the control group received no additional education. The gaze assessment was subsequently repeated. The primary outcome was total gaze duration on the area of interest (AOI). Secondary outcomes included time to fixation, mean duration of first fixation and mean number of fixations on the AOI. RESULTS: 10 EM residents in the intervention group and 10 non-EM residents in the control group completed the study. After training, there was an 8.8 s increase in the total gaze time on the AOI in the intervention group compared to a 4.0 s decrease in the control group (p = .03). EM residents were also 3.8 s quicker to fixate on the AOI whereas the control group became 2.5 s slower (p = .04). There were no significant interactions on the number of fixations (0.43 vs. 0.18, p = .65) or duration of first fixation on the AOI (0.02 s vs. 0.06 s, p = .63). CONCLUSIONS: There are significant and quantifiable changes in gaze metrics, which occur with incremental learning after an ultrasound course. Further research is needed to validate the serial use of eye-tracking technology in following a learner’s progress toward competency in point-of-care ultrasound image interpretation.
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spelling pubmed-94405552022-09-04 Assessment of changes in gaze patterns during training in point-of-care ultrasound Chan, Alice H. Y. Lee, Wei Feng Van Gerven, Pascal W. M. Chenkin, Jordan BMC Med Educ Research BACKGROUND: Point-of-care ultrasound (POCUS) is a core skill in emergency medicine (EM), however, there is a lack of objective competency measures. Eye-tracking technology is a potentially useful assessment tool, as gaze patterns can reliably discriminate between experts and novices across medical specialties. We aim to determine if gaze metrics change in an independent and predictable manner during ultrasound training. METHODS: A convenience sample of first-year residents from a single academic emergency department was recruited. Participants interpreted 16 ultrasound videos of the focused assessment with sonography for trauma (FAST) scan while their gaze patterns were recorded using a commercially available eye-tracking device. The intervention group then completed an introductory ultrasound course whereas the control group received no additional education. The gaze assessment was subsequently repeated. The primary outcome was total gaze duration on the area of interest (AOI). Secondary outcomes included time to fixation, mean duration of first fixation and mean number of fixations on the AOI. RESULTS: 10 EM residents in the intervention group and 10 non-EM residents in the control group completed the study. After training, there was an 8.8 s increase in the total gaze time on the AOI in the intervention group compared to a 4.0 s decrease in the control group (p = .03). EM residents were also 3.8 s quicker to fixate on the AOI whereas the control group became 2.5 s slower (p = .04). There were no significant interactions on the number of fixations (0.43 vs. 0.18, p = .65) or duration of first fixation on the AOI (0.02 s vs. 0.06 s, p = .63). CONCLUSIONS: There are significant and quantifiable changes in gaze metrics, which occur with incremental learning after an ultrasound course. Further research is needed to validate the serial use of eye-tracking technology in following a learner’s progress toward competency in point-of-care ultrasound image interpretation. BioMed Central 2022-09-02 /pmc/articles/PMC9440555/ /pubmed/36056331 http://dx.doi.org/10.1186/s12909-022-03680-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Chan, Alice H. Y.
Lee, Wei Feng
Van Gerven, Pascal W. M.
Chenkin, Jordan
Assessment of changes in gaze patterns during training in point-of-care ultrasound
title Assessment of changes in gaze patterns during training in point-of-care ultrasound
title_full Assessment of changes in gaze patterns during training in point-of-care ultrasound
title_fullStr Assessment of changes in gaze patterns during training in point-of-care ultrasound
title_full_unstemmed Assessment of changes in gaze patterns during training in point-of-care ultrasound
title_short Assessment of changes in gaze patterns during training in point-of-care ultrasound
title_sort assessment of changes in gaze patterns during training in point-of-care ultrasound
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9440555/
https://www.ncbi.nlm.nih.gov/pubmed/36056331
http://dx.doi.org/10.1186/s12909-022-03680-5
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