Take a Load Off: Understanding, Measuring, and Reducing Cognitive Load for Cardiologists in High-Stakes Care Environments

被引:0
|
作者
Schaffer C. [1 ]
Goldart E. [1 ]
Ligsay A. [1 ]
Mazwi M. [2 ,3 ]
Gallant S. [2 ]
Ehrmann D. [1 ,4 ,5 ]
机构
[1] Department of Pediatrics, Division of Cardiology, University of Michigan Medical, Ann Arbor, MI
[2] Department of Critical Care Medicine and Labatt Family Heart Centre, The Hospital for Sick Children, Toronto, ON
[3] Department of Paediatrics, University of Toronto, Toronto, ON
[4] Congenital Heart Center at C.S. Mott Children’s Hospital, 1540 E Hospital Dr, Floor 11, Ann Arbor, 48109, MI
[5] University of Michigan Medical School, 1540 E Hospital Dr, Floor 11, Ann Arbor, 48109, MI
关键词
Cognitive load; Pediatric cardiac intensive care unit; Pediatric cardiology; Task performance-Learning; Working memory;
D O I
10.1007/s40746-023-00272-3
中图分类号
学科分类号
摘要
Purpose of Review: This review sought to highlight the foundational principles of cognitive load for pediatric cardiologists and surgeons in high-stakes care environments. Recent Findings: Measurement of cognitive load is evolving beyond retrospective and subjective numeric rating scales to include multimodal physiologic measurements that scale with cognitive load. Frequent interruptions, distractions, and task switching that characterize high-stakes cardiology environments increase cognitive load. Excessive cognitive load is increasingly associated with tangible consequences for patients, including medical errors. Summary: Cognitive load theory is based on the idea that working memory resources are finite. When working memory demands exceed available capacity, such as under high cognitive load, task performance suffers. Psychometric, behavioral, and physiological methods can be used to measure cognitive load. Strategies for reducing cognitive load in high-stakes cardiology environments include increasing automation, improving visualization, leveraging machine learning for clinical decision support, promoting crisis resource management, utilizing simulation, and optimizing human factors/systems engineering. © 2023, The Author(s), under exclusive licence to Springer Nature Switzerland AG.
引用
收藏
页码:122 / 135
页数:13
相关论文
共 13 条
  • [1] Comparison of the Effectiveness of Cognitive Restructuring and Systematic Desensitization in Reducing High-Stakes Test Anxiety
    Can, Pinar Baspinar
    Dereboy, Cigdem
    Eskin, Mehmet
    [J]. TURK PSIKIYATRI DERGISI, 2012, 23 (01) : 9 - 17
  • [2] Measuring and Reducing the Cognitive Load for the End Users of Complex Systems
    Oakes, James
    Johnson, Mark
    Xue, James
    Turner, Scott
    [J]. INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 1, 2020, 1037 : 1199 - 1209
  • [3] Understanding and Measuring the Cognitive Load of Amputees for Rehabilitation and Prosthesis Development
    Rackerby, Robin
    Lukosch, Stephan
    Munro, Deborah
    [J]. ARCHIVES OF REHABILITATION RESEARCH AND CLINICAL TRANSLATION, 2022, 4 (03)
  • [4] Take a load off: examining partial and complete cognitive offloading of medication information
    Richmond, Lauren L.
    Kearley, Julia
    Schwartz, Shawn T.
    Hargis, Mary B.
    [J]. COGNITIVE RESEARCH-PRINCIPLES AND IMPLICATIONS, 2023, 8 (01)
  • [5] Take a load off: examining partial and complete cognitive offloading of medication information
    Lauren L. Richmond
    Julia Kearley
    Shawn T. Schwartz
    Mary B. Hargis
    [J]. Cognitive Research: Principles and Implications, 8
  • [6] Lost in Virtual Reality? Cognitive Load in High Immersive VR Environments
    Han, Jining
    Zheng, Qiyu
    Ding, Yunan
    [J]. JOURNAL OF ADVANCES IN INFORMATION TECHNOLOGY, 2021, 12 (04) : 302 - 310
  • [7] Reducing Partner's Cognitive Load by Estimating the Level of Understanding in the Cooperative Game Hanabi
    Sato, Eisuke
    Osawa, Hirotaka
    [J]. ADVANCES IN COMPUTER GAMES, ACG 2019, 2020, 12516 : 11 - 23
  • [8] Effective Learning In High Cognitive Load Critical Care Simulation
    Shah, R. M.
    Verceles, A.
    Robinett, K.
    McCurdy, M. T.
    Shah, N. G.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2016, 193
  • [9] Autonomous driving functions reducing the driver's cognitive load in off-road scenarios
    Luettel, Thorsten
    Ebert, Felix
    Fassbender, Dennis
    Fries, Carsten
    Heinrich, Benjamin C.
    Jaspers, Hanno
    Kallwies, Jan
    Naujoks, Benjamin
    Wuensche, Hans-Joachim
    [J]. AT-AUTOMATISIERUNGSTECHNIK, 2017, 65 (07) : 495 - 511
  • [10] Evaluation of learning environments for object-oriented programming: measuring cognitive load with a novel measurement technique
    Uysal, Murat Pasa
    [J]. INTERACTIVE LEARNING ENVIRONMENTS, 2016, 24 (07) : 1590 - 1609