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Individual Markers of Resilience in Train Traffic Control: The Role of Operators’ Goals and Strategic Mental Models and Implications for Variation, Expertise, and Performance

OBJECTIVE: The aim of this study was to examine individual markers of resilience and obtain quantitative insights into the understanding and the implications of variation and expertise levels in train traffic operators’ goals and strategic mental models and their impact on performance. BACKGROUND: T...

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Autores principales: Lo, Julia C., Pluyter, Kari R., Meijer, Sebastiaan A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4766964/
https://www.ncbi.nlm.nih.gov/pubmed/26721290
http://dx.doi.org/10.1177/0018720815622357
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author Lo, Julia C.
Pluyter, Kari R.
Meijer, Sebastiaan A.
author_facet Lo, Julia C.
Pluyter, Kari R.
Meijer, Sebastiaan A.
author_sort Lo, Julia C.
collection PubMed
description OBJECTIVE: The aim of this study was to examine individual markers of resilience and obtain quantitative insights into the understanding and the implications of variation and expertise levels in train traffic operators’ goals and strategic mental models and their impact on performance. BACKGROUND: The Dutch railways are one of the world’s most heavy utilized railway networks and have been identified to be weak in system and organizational resilience. METHOD: Twenty-two train traffic controllers enacted two scenarios in a human-in-the-loop simulator. Their experience, goals, strategic mental models, and performance were assessed through questionnaires and simulator logs. Goals were operationalized through performance indicators and strategic mental models through train completion strategies. RESULTS: A variation was found between operators for both self-reported primary performance indicators and completion strategies. Further, the primary goal of only 14% of the operators reflected the primary organizational goal (i.e., arrival punctuality). An incongruence was also found between train traffic controllers’ self-reported performance indicators and objective performance in a more disrupted condition. The level of experience tends to affect performance differently. CONCLUSION: There is a gap between primary organizational goals and preferred individual goals. Further, the relative strong diversity in primary operator goals and strategic mental models indicates weak resilience at the individual level. APPLICATION: With recent and upcoming large-scale changes throughout the sociotechnical space of the railway infrastructure organization, the findings are useful to facilitate future railway traffic control and the development of a resilient system.
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spelling pubmed-47669642016-04-01 Individual Markers of Resilience in Train Traffic Control: The Role of Operators’ Goals and Strategic Mental Models and Implications for Variation, Expertise, and Performance Lo, Julia C. Pluyter, Kari R. Meijer, Sebastiaan A. Hum Factors Special Section: 2015 Human Factors Prize for Excellence in Human Factors/Ergonomics Research: Sustainability/Resilience, Guest Editor: Kermit G. Davis OBJECTIVE: The aim of this study was to examine individual markers of resilience and obtain quantitative insights into the understanding and the implications of variation and expertise levels in train traffic operators’ goals and strategic mental models and their impact on performance. BACKGROUND: The Dutch railways are one of the world’s most heavy utilized railway networks and have been identified to be weak in system and organizational resilience. METHOD: Twenty-two train traffic controllers enacted two scenarios in a human-in-the-loop simulator. Their experience, goals, strategic mental models, and performance were assessed through questionnaires and simulator logs. Goals were operationalized through performance indicators and strategic mental models through train completion strategies. RESULTS: A variation was found between operators for both self-reported primary performance indicators and completion strategies. Further, the primary goal of only 14% of the operators reflected the primary organizational goal (i.e., arrival punctuality). An incongruence was also found between train traffic controllers’ self-reported performance indicators and objective performance in a more disrupted condition. The level of experience tends to affect performance differently. CONCLUSION: There is a gap between primary organizational goals and preferred individual goals. Further, the relative strong diversity in primary operator goals and strategic mental models indicates weak resilience at the individual level. APPLICATION: With recent and upcoming large-scale changes throughout the sociotechnical space of the railway infrastructure organization, the findings are useful to facilitate future railway traffic control and the development of a resilient system. SAGE Publications 2015-12-31 2016-02 /pmc/articles/PMC4766964/ /pubmed/26721290 http://dx.doi.org/10.1177/0018720815622357 Text en © 2015, Human Factors and Ergonomics Society http://creativecommons.org/licenses/by-nc/3.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 3.0 License (http://www.creativecommons.org/licenses/by-nc/3.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Special Section: 2015 Human Factors Prize for Excellence in Human Factors/Ergonomics Research: Sustainability/Resilience, Guest Editor: Kermit G. Davis
Lo, Julia C.
Pluyter, Kari R.
Meijer, Sebastiaan A.
Individual Markers of Resilience in Train Traffic Control: The Role of Operators’ Goals and Strategic Mental Models and Implications for Variation, Expertise, and Performance
title Individual Markers of Resilience in Train Traffic Control: The Role of Operators’ Goals and Strategic Mental Models and Implications for Variation, Expertise, and Performance
title_full Individual Markers of Resilience in Train Traffic Control: The Role of Operators’ Goals and Strategic Mental Models and Implications for Variation, Expertise, and Performance
title_fullStr Individual Markers of Resilience in Train Traffic Control: The Role of Operators’ Goals and Strategic Mental Models and Implications for Variation, Expertise, and Performance
title_full_unstemmed Individual Markers of Resilience in Train Traffic Control: The Role of Operators’ Goals and Strategic Mental Models and Implications for Variation, Expertise, and Performance
title_short Individual Markers of Resilience in Train Traffic Control: The Role of Operators’ Goals and Strategic Mental Models and Implications for Variation, Expertise, and Performance
title_sort individual markers of resilience in train traffic control: the role of operators’ goals and strategic mental models and implications for variation, expertise, and performance
topic Special Section: 2015 Human Factors Prize for Excellence in Human Factors/Ergonomics Research: Sustainability/Resilience, Guest Editor: Kermit G. Davis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4766964/
https://www.ncbi.nlm.nih.gov/pubmed/26721290
http://dx.doi.org/10.1177/0018720815622357
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