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Confidence-weighted Testing as an Impactful Education Intervention within a Pediatric Sepsis Quality Improvement Initiative

INTRODUCTION: Confidence-weighted testing assesses learners’ beliefs about their knowledge and skills. As part of a hospital-wide quality improvement initiative to enhance care for pediatric patients with suspected sepsis, we developed a novel intervention using confidence-weighted testing to identi...

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Autores principales: Nathaniel, Emma D., Scott, Halden F., Wathen, Beth, Schmidt, Sarah K., Rolison, Elise, Smith, Carter, Hays, Matthew J., Lockwood, Justin M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8389944/
https://www.ncbi.nlm.nih.gov/pubmed/34476312
http://dx.doi.org/10.1097/pq9.0000000000000460
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author Nathaniel, Emma D.
Scott, Halden F.
Wathen, Beth
Schmidt, Sarah K.
Rolison, Elise
Smith, Carter
Hays, Matthew J.
Lockwood, Justin M.
author_facet Nathaniel, Emma D.
Scott, Halden F.
Wathen, Beth
Schmidt, Sarah K.
Rolison, Elise
Smith, Carter
Hays, Matthew J.
Lockwood, Justin M.
author_sort Nathaniel, Emma D.
collection PubMed
description INTRODUCTION: Confidence-weighted testing assesses learners’ beliefs about their knowledge and skills. As part of a hospital-wide quality improvement initiative to enhance care for pediatric patients with suspected sepsis, we developed a novel intervention using confidence-weighted testing to identify institutional areas of misinformation and knowledge gaps while also providing real-time feedback to individual learners. METHODS: We developed pediatric sepsis eLearning modules incorporating confidence-weighted testing. We distributed them to nurses, advanced practitioners, and physicians in emergency departments and acute care/non-intensive care unit inpatient settings in our hospital system. We analyzed completion and response data over 2 years following module distribution. Our outcomes included completion, confidently held misinformation (CHM; when a learner answers a question confidently but incorrectly), struggle (when a learner repeatedly answers a question incorrectly or with low confidence), and mastery (when a learner initially answers a question correctly and confidently). RESULTS: Eighty-three percent of assigned learners completed the modules (1,463/1,754). Although nurses had significantly more misinformation and struggled more than physicians and advanced practitioners, learners of all roles achieved 100% mastery as part of module completion. The greatest CHM and struggle were found in serum lactate interpretation’s nuances and the hemodynamic shock states commonly seen in sepsis. CONCLUSIONS: Our novel application of confidence-weighted testing enhanced learning by correcting learners’ misinformation. It also identified systems issues and institutional knowledge gaps as targets for future improvement.
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spelling pubmed-83899442021-09-01 Confidence-weighted Testing as an Impactful Education Intervention within a Pediatric Sepsis Quality Improvement Initiative Nathaniel, Emma D. Scott, Halden F. Wathen, Beth Schmidt, Sarah K. Rolison, Elise Smith, Carter Hays, Matthew J. Lockwood, Justin M. Pediatr Qual Saf Individual QI projects from single institutions INTRODUCTION: Confidence-weighted testing assesses learners’ beliefs about their knowledge and skills. As part of a hospital-wide quality improvement initiative to enhance care for pediatric patients with suspected sepsis, we developed a novel intervention using confidence-weighted testing to identify institutional areas of misinformation and knowledge gaps while also providing real-time feedback to individual learners. METHODS: We developed pediatric sepsis eLearning modules incorporating confidence-weighted testing. We distributed them to nurses, advanced practitioners, and physicians in emergency departments and acute care/non-intensive care unit inpatient settings in our hospital system. We analyzed completion and response data over 2 years following module distribution. Our outcomes included completion, confidently held misinformation (CHM; when a learner answers a question confidently but incorrectly), struggle (when a learner repeatedly answers a question incorrectly or with low confidence), and mastery (when a learner initially answers a question correctly and confidently). RESULTS: Eighty-three percent of assigned learners completed the modules (1,463/1,754). Although nurses had significantly more misinformation and struggled more than physicians and advanced practitioners, learners of all roles achieved 100% mastery as part of module completion. The greatest CHM and struggle were found in serum lactate interpretation’s nuances and the hemodynamic shock states commonly seen in sepsis. CONCLUSIONS: Our novel application of confidence-weighted testing enhanced learning by correcting learners’ misinformation. It also identified systems issues and institutional knowledge gaps as targets for future improvement. Lippincott Williams & Wilkins 2021-08-26 /pmc/articles/PMC8389944/ /pubmed/34476312 http://dx.doi.org/10.1097/pq9.0000000000000460 Text en Copyright © 2021 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY) (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Individual QI projects from single institutions
Nathaniel, Emma D.
Scott, Halden F.
Wathen, Beth
Schmidt, Sarah K.
Rolison, Elise
Smith, Carter
Hays, Matthew J.
Lockwood, Justin M.
Confidence-weighted Testing as an Impactful Education Intervention within a Pediatric Sepsis Quality Improvement Initiative
title Confidence-weighted Testing as an Impactful Education Intervention within a Pediatric Sepsis Quality Improvement Initiative
title_full Confidence-weighted Testing as an Impactful Education Intervention within a Pediatric Sepsis Quality Improvement Initiative
title_fullStr Confidence-weighted Testing as an Impactful Education Intervention within a Pediatric Sepsis Quality Improvement Initiative
title_full_unstemmed Confidence-weighted Testing as an Impactful Education Intervention within a Pediatric Sepsis Quality Improvement Initiative
title_short Confidence-weighted Testing as an Impactful Education Intervention within a Pediatric Sepsis Quality Improvement Initiative
title_sort confidence-weighted testing as an impactful education intervention within a pediatric sepsis quality improvement initiative
topic Individual QI projects from single institutions
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8389944/
https://www.ncbi.nlm.nih.gov/pubmed/34476312
http://dx.doi.org/10.1097/pq9.0000000000000460
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