---
_id: '9360'
abstract:
- lang: eng
  text: "Background: \r\nErrors can have dangerous consequences, resulting in a preventive
    strategy in most company-based technical vocational education and training (TVET).
    On the contrary, errors provide a useful opportunity for learning due to mismatches
    of mental models and reality and especially to improve occupational safety and
    health (OSH). \r\nObjective: \r\nThis article presents a didactic concept for
    developing a learning system based on learning from errors. Learners shall directly
    experience the consequences of erroneous actions through presenting error consequences
    in augmented reality to avoid negative, dangerous, or cost-intensive outcomes.
    \r\nMethods: \r\nEmpirical data prove errors to be particularly effective in TVET.
    A formal description of a work system is systematically adopted to outline a connection
    between work, errors concerning OSH, and a didactic concept. A proof-of-concept
    systematically performs a use case for the developed learning system. It supports
    critical reflections from a technical, safety, and didactical perspective, naming
    implications and limitations. \r\nResults: \r\nBy learning from errors, a work-based
    didactic concept supports OSH competencies relying on a learning system. The latter
    integrates digital twins of the work system to simulate and visualise dangerous
    error consequences for identified erroneous actions in a technical proof-of-concept.
    Results demonstrate the ability to detect action errors in work processes and
    simulations of error consequences in augmented reality. \r\nConclusion: \r\nThe
    technical learning system for OSH education extends existing learning approaches
    by showcasing virtual consequences. However, capabilities are limited regarding
    prepared learning scenarios with predefined critical errors. Future studies should
    assess learning effectiveness in an industrial scenario and investigate its usability."
article_type: original
author:
- first_name: Marvin
  full_name: Goppold, Marvin
  last_name: Goppold
- first_name: Jan-Phillip
  full_name: Herrmann, Jan-Phillip
  id: '75846'
  last_name: Herrmann
- first_name: Sven
  full_name: Tackenberg, Sven
  id: '71470'
  last_name: Tackenberg
- first_name: Christopher
  full_name: Brandl, Christopher
  last_name: Brandl
- first_name: Verena
  full_name: Nitsch , Verena
  last_name: 'Nitsch '
citation:
  ama: Goppold M, Herrmann JP, Tackenberg S, Brandl C, Nitsch  V. An error-based augmented
    reality learning system for work-based occupational safety and health education.
    <i>Work</i>. 2022;72(4):1563-1575. doi:<a href="https://doi.org/10.3233/WOR-211243">10.3233/WOR-211243</a>
  apa: Goppold, M., Herrmann, J.-P., Tackenberg, S., Brandl, C., &#38; Nitsch , V.
    (2022). An error-based augmented reality learning system for work-based occupational
    safety and health education. <i>Work</i>, <i>72</i>(4), 1563–1575. <a href="https://doi.org/10.3233/WOR-211243">https://doi.org/10.3233/WOR-211243</a>
  bjps: <b>Goppold M <i>et al.</i></b> (2022) An Error-Based Augmented Reality Learning
    System for Work-Based Occupational Safety and Health Education. <i>Work</i> <b>72</b>,
    1563–1575.
  chicago: 'Goppold, Marvin, Jan-Phillip Herrmann, Sven Tackenberg, Christopher Brandl,
    and Verena Nitsch . “An Error-Based Augmented Reality Learning System for Work-Based
    Occupational Safety and Health Education.” <i>Work</i> 72, no. 4 (2022): 1563–75.
    <a href="https://doi.org/10.3233/WOR-211243">https://doi.org/10.3233/WOR-211243</a>.'
  chicago-de: 'Goppold, Marvin, Jan-Phillip Herrmann, Sven Tackenberg, Christopher
    Brandl und Verena Nitsch . 2022. An error-based augmented reality learning system
    for work-based occupational safety and health education. <i>Work</i> 72, Nr. 4:
    1563–1575. doi:<a href="https://doi.org/10.3233/WOR-211243">10.3233/WOR-211243</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Goppold, Marvin</span> ; <span
    style="font-variant:small-caps;">Herrmann, Jan-Phillip</span> ; <span style="font-variant:small-caps;">Tackenberg,
    Sven</span> ; <span style="font-variant:small-caps;">Brandl, Christopher</span>
    ; <span style="font-variant:small-caps;">Nitsch , Verena</span>: An error-based
    augmented reality learning system for work-based occupational safety and health
    education. In: <i>Work</i> Bd. 72. Amsterdam, IOS Press (2022), Nr. 4, S. 1563–1575'
  havard: M. Goppold, J.-P. Herrmann, S. Tackenberg, C. Brandl, V. Nitsch , An error-based
    augmented reality learning system for work-based occupational safety and health
    education, Work. 72 (2022) 1563–1575.
  ieee: 'M. Goppold, J.-P. Herrmann, S. Tackenberg, C. Brandl, and V. Nitsch , “An
    error-based augmented reality learning system for work-based occupational safety
    and health education,” <i>Work</i>, vol. 72, no. 4, pp. 1563–1575, 2022, doi:
    <a href="https://doi.org/10.3233/WOR-211243">10.3233/WOR-211243</a>.'
  mla: Goppold, Marvin, et al. “An Error-Based Augmented Reality Learning System for
    Work-Based Occupational Safety and Health Education.” <i>Work</i>, vol. 72, no.
    4, 2022, pp. 1563–75, <a href="https://doi.org/10.3233/WOR-211243">https://doi.org/10.3233/WOR-211243</a>.
  short: M. Goppold, J.-P. Herrmann, S. Tackenberg, C. Brandl, V. Nitsch , Work 72
    (2022) 1563–1575.
  ufg: '<b>Goppold, Marvin u. a.</b>: An error-based augmented reality learning system
    for work-based occupational safety and health education, in: <i>Work</i> 72 (2022),
    H. 4,  S. 1563–1575.'
  van: Goppold M, Herrmann JP, Tackenberg S, Brandl C, Nitsch  V. An error-based augmented
    reality learning system for work-based occupational safety and health education.
    Work. 2022;72(4):1563–75.
date_created: 2023-01-25T13:37:17Z
date_updated: 2024-08-06T11:53:35Z
department:
- _id: DEP7000
doi: 10.3233/WOR-211243
intvolume: '        72'
issue: '4'
keyword:
- Vocational education
- digital twin
- work system design
language:
- iso: eng
page: 1563-1575
place: Amsterdam
publication: Work
publication_identifier:
  eissn:
  - '1875-9270 '
  issn:
  - 1051-9815
publication_status: published
publisher: IOS Press
quality_controlled: '1'
status: public
title: An error-based augmented reality learning system for work-based occupational
  safety and health education
type: scientific_journal_article
user_id: '83781'
volume: 72
year: '2022'
...
