The Issue of Using Ordinal Quantities to Estimate the Vulnerability of Seabirds to Oil Spills

Oil spills can have a serious negative effect on seabirds. Numerous studies have been carried out for relative vulnerability assessment of seabirds to oil, with the majority of such works based on ordinal quantities. This study aims to assess (from the aspect of measurement theory) the methodologica...

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Main Authors: Anatoly Shavykin, Andrey Karnatov
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/8/12/1026
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author Anatoly Shavykin
Andrey Karnatov
author_facet Anatoly Shavykin
Andrey Karnatov
author_sort Anatoly Shavykin
collection DOAJ
description Oil spills can have a serious negative effect on seabirds. Numerous studies have been carried out for relative vulnerability assessment of seabirds to oil, with the majority of such works based on ordinal quantities. This study aims to assess (from the aspect of measurement theory) the methodological approaches used for calculating the vulnerability of seabirds to oil spills, and corresponding conclusions. We assess several well-known works on the vulnerability of seabirds (1979–2004). We consider the effect on derived conclusions of (a) monotonic initial data transformations on an ordinal scale, (b) multiplication operations on the same scale, and (c) the replacement of initial metric data to ordinal. Our results show the following: (a) the conclusions for arithmetic operations may not be saved with permissible monotonic transformations of ordinal quantities; (b) partially uncertain results can be obtained with arithmetic operations on an ordinal scale as compared with metric; (c) the replacement of metric values to scores changes the real relationships among initial data and affects the final result. Thus, conclusions in works which use arithmetic operations with ordinal quantities cannot be considered to be justified and correct, since they are based on unacceptable operations and, quite often, on the distorted original data.
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spelling doaj.art-608af486d7644a7e97c80803dea25fb02023-11-21T01:04:28ZengMDPI AGJournal of Marine Science and Engineering2077-13122020-12-01812102610.3390/jmse8121026The Issue of Using Ordinal Quantities to Estimate the Vulnerability of Seabirds to Oil SpillsAnatoly Shavykin0Andrey Karnatov1Engineering Ecology Laboratory, Murmansk Marine Biological Institute of the Russian Academy of Sciences (MMBI RAS), 183010 Murmansk, RussiaEngineering Ecology Laboratory, Murmansk Marine Biological Institute of the Russian Academy of Sciences (MMBI RAS), 183010 Murmansk, RussiaOil spills can have a serious negative effect on seabirds. Numerous studies have been carried out for relative vulnerability assessment of seabirds to oil, with the majority of such works based on ordinal quantities. This study aims to assess (from the aspect of measurement theory) the methodological approaches used for calculating the vulnerability of seabirds to oil spills, and corresponding conclusions. We assess several well-known works on the vulnerability of seabirds (1979–2004). We consider the effect on derived conclusions of (a) monotonic initial data transformations on an ordinal scale, (b) multiplication operations on the same scale, and (c) the replacement of initial metric data to ordinal. Our results show the following: (a) the conclusions for arithmetic operations may not be saved with permissible monotonic transformations of ordinal quantities; (b) partially uncertain results can be obtained with arithmetic operations on an ordinal scale as compared with metric; (c) the replacement of metric values to scores changes the real relationships among initial data and affects the final result. Thus, conclusions in works which use arithmetic operations with ordinal quantities cannot be considered to be justified and correct, since they are based on unacceptable operations and, quite often, on the distorted original data.https://www.mdpi.com/2077-1312/8/12/1026seabird vulnerability to oilmeasurement scalesordinal quantitiesvulnerability factorsoil vulnerability maps
spellingShingle Anatoly Shavykin
Andrey Karnatov
The Issue of Using Ordinal Quantities to Estimate the Vulnerability of Seabirds to Oil Spills
Journal of Marine Science and Engineering
seabird vulnerability to oil
measurement scales
ordinal quantities
vulnerability factors
oil vulnerability maps
title The Issue of Using Ordinal Quantities to Estimate the Vulnerability of Seabirds to Oil Spills
title_full The Issue of Using Ordinal Quantities to Estimate the Vulnerability of Seabirds to Oil Spills
title_fullStr The Issue of Using Ordinal Quantities to Estimate the Vulnerability of Seabirds to Oil Spills
title_full_unstemmed The Issue of Using Ordinal Quantities to Estimate the Vulnerability of Seabirds to Oil Spills
title_short The Issue of Using Ordinal Quantities to Estimate the Vulnerability of Seabirds to Oil Spills
title_sort issue of using ordinal quantities to estimate the vulnerability of seabirds to oil spills
topic seabird vulnerability to oil
measurement scales
ordinal quantities
vulnerability factors
oil vulnerability maps
url https://www.mdpi.com/2077-1312/8/12/1026
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