Can Survey Measures Predict Subsequent Key Performance Indicators of Maritime Safety? Confirmatory and Exploratory Analyses of the Association between Self - report and Objective Indices

We need reliable knowledge about what causes and prevents accidents in order to manage safety. Such associations are often investigated with self-report measures of psychological factors. However, few studies in the maritime industry have investigated the extent to which self-report measures predict...

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Main Authors: Hjellvik, Line Raknes, Sætrevik, Bjørn
Format: Other/Unknown Material
Language:unknown
Published: Center for Open Science 2020
Subjects:
Online Access:http://dx.doi.org/10.31234/osf.io/u5hz9
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spelling crcenteros:10.31234/osf.io/u5hz9 2023-05-15T15:06:49+02:00 Can Survey Measures Predict Subsequent Key Performance Indicators of Maritime Safety? Confirmatory and Exploratory Analyses of the Association between Self - report and Objective Indices Hjellvik, Line Raknes Sætrevik, Bjørn 2020 http://dx.doi.org/10.31234/osf.io/u5hz9 unknown Center for Open Science posted-content 2020 crcenteros https://doi.org/10.31234/osf.io/u5hz9 2022-12-20T10:10:08Z We need reliable knowledge about what causes and prevents accidents in order to manage safety. Such associations are often investigated with self-report measures of psychological factors. However, few studies in the maritime industry have investigated the extent to which self-report measures predict objectively registered accidents. The current pre-registered study used structural equation modelling to test whether self-reported individual safety-related factors predicted objective safety outcomes in the following year. The study was conducted among crew on chemical tanker vessels operating in Arctic and Baltic waters. The pre-registered model and the expected associations between self-reported safety factors and safety outcomes were not supported. However, an exploratory model based on the pre-registered hypotheses supported an association between self-reported safe behaviour and the overall number of safety outcomes. While much safety research builds on the assumption that self-reported behaviour, attitude or cognitions are causally related to actual accidents, the current study shows that such a relationship can be difficult to confirm. We recommend more caution in assuming a causal relationship between self-reported psychological factors and safety outcomes until a causal relationship can be established. Other/Unknown Material Arctic COS Center for Open Science (via Crossref) Arctic
institution Open Polar
collection COS Center for Open Science (via Crossref)
op_collection_id crcenteros
language unknown
description We need reliable knowledge about what causes and prevents accidents in order to manage safety. Such associations are often investigated with self-report measures of psychological factors. However, few studies in the maritime industry have investigated the extent to which self-report measures predict objectively registered accidents. The current pre-registered study used structural equation modelling to test whether self-reported individual safety-related factors predicted objective safety outcomes in the following year. The study was conducted among crew on chemical tanker vessels operating in Arctic and Baltic waters. The pre-registered model and the expected associations between self-reported safety factors and safety outcomes were not supported. However, an exploratory model based on the pre-registered hypotheses supported an association between self-reported safe behaviour and the overall number of safety outcomes. While much safety research builds on the assumption that self-reported behaviour, attitude or cognitions are causally related to actual accidents, the current study shows that such a relationship can be difficult to confirm. We recommend more caution in assuming a causal relationship between self-reported psychological factors and safety outcomes until a causal relationship can be established.
format Other/Unknown Material
author Hjellvik, Line Raknes
Sætrevik, Bjørn
spellingShingle Hjellvik, Line Raknes
Sætrevik, Bjørn
Can Survey Measures Predict Subsequent Key Performance Indicators of Maritime Safety? Confirmatory and Exploratory Analyses of the Association between Self - report and Objective Indices
author_facet Hjellvik, Line Raknes
Sætrevik, Bjørn
author_sort Hjellvik, Line Raknes
title Can Survey Measures Predict Subsequent Key Performance Indicators of Maritime Safety? Confirmatory and Exploratory Analyses of the Association between Self - report and Objective Indices
title_short Can Survey Measures Predict Subsequent Key Performance Indicators of Maritime Safety? Confirmatory and Exploratory Analyses of the Association between Self - report and Objective Indices
title_full Can Survey Measures Predict Subsequent Key Performance Indicators of Maritime Safety? Confirmatory and Exploratory Analyses of the Association between Self - report and Objective Indices
title_fullStr Can Survey Measures Predict Subsequent Key Performance Indicators of Maritime Safety? Confirmatory and Exploratory Analyses of the Association between Self - report and Objective Indices
title_full_unstemmed Can Survey Measures Predict Subsequent Key Performance Indicators of Maritime Safety? Confirmatory and Exploratory Analyses of the Association between Self - report and Objective Indices
title_sort can survey measures predict subsequent key performance indicators of maritime safety? confirmatory and exploratory analyses of the association between self - report and objective indices
publisher Center for Open Science
publishDate 2020
url http://dx.doi.org/10.31234/osf.io/u5hz9
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_doi https://doi.org/10.31234/osf.io/u5hz9
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