Multicentre sleep‐stage scoring agreement in the Sleep Revolution project
Multicentre sleep‐stage scoring agreement in the Sleep Revolution project
Determining sleep stages accurately is an important part of the diagnostic process for numerous sleep disorders. However, as the sleep stage scoring is done manually following visual scoring rules there can be considerable variation in the sleep staging between different scorers. Thus, this study aimed to comprehensively evaluate the inter-rater agreement in sleep staging. A total of 50 polysomnography recordings were manually scored by 10 independent scorers from seven different sleep centres. We used the 10 scorings to calculate a majority score by taking the sleep stage that was the most scored stage for each epoch. The overall agreement for sleep staging was κ = 0.71 and the mean agreement with the majority score was 0.86. The scorers were in perfect agreement in 48% of all scored epochs. The agreement was highest in rapid eye movement sleep (κ = 0.86) and lowest in N1 sleep (κ = 0.41). The agreement with the majority scoring varied between the scorers from 81% to 91%, with large variations between the scorers in sleep stage-specific agreements. Scorers from the same sleep centres had the highest pairwise agreements at κ = 0.79, κ = 0.85, and κ = 0.78, while the lowest pairwise agreement between the scorers was κ = 0.58. We also found a moderate negative correlation between sleep staging agreement and the apnea–hypopnea index, as well as the rate of sleep stage transitions. In conclusion, although the overall agreement was high, several areas of low agreement were also found, mainly between non-rapid eye movement stages.
Nikkonen, Sami
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Somaskandhan, Pranavan
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Korkalainen, Henri
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Kainulainen, Samu
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Terrill, Philip I.
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Gretarsdottir, Heidur
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Sigurdardottir, Sigridur
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Olafsdottir, Kristin Anna
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Islind, Anna Sigridur
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Oskarsdottir, Maria
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Arnardottir, Erna Sif
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Leppanen, Timo
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13 May 2023
Nikkonen, Sami
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Somaskandhan, Pranavan
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Korkalainen, Henri
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Kainulainen, Samu
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Terrill, Philip I.
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Gretarsdottir, Heidur
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Sigurdardottir, Sigridur
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Olafsdottir, Kristin Anna
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Islind, Anna Sigridur
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Oskarsdottir, Maria
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Arnardottir, Erna Sif
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Leppanen, Timo
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Nikkonen, Sami, Somaskandhan, Pranavan, Korkalainen, Henri, Kainulainen, Samu, Terrill, Philip I., Gretarsdottir, Heidur, Sigurdardottir, Sigridur, Olafsdottir, Kristin Anna, Islind, Anna Sigridur, Oskarsdottir, Maria, Arnardottir, Erna Sif and Leppanen, Timo
(2023)
Multicentre sleep‐stage scoring agreement in the Sleep Revolution project.
Journal of Sleep Research, 33 (1), [e13956].
(doi:10.1111/jsr.13956).
Abstract
Determining sleep stages accurately is an important part of the diagnostic process for numerous sleep disorders. However, as the sleep stage scoring is done manually following visual scoring rules there can be considerable variation in the sleep staging between different scorers. Thus, this study aimed to comprehensively evaluate the inter-rater agreement in sleep staging. A total of 50 polysomnography recordings were manually scored by 10 independent scorers from seven different sleep centres. We used the 10 scorings to calculate a majority score by taking the sleep stage that was the most scored stage for each epoch. The overall agreement for sleep staging was κ = 0.71 and the mean agreement with the majority score was 0.86. The scorers were in perfect agreement in 48% of all scored epochs. The agreement was highest in rapid eye movement sleep (κ = 0.86) and lowest in N1 sleep (κ = 0.41). The agreement with the majority scoring varied between the scorers from 81% to 91%, with large variations between the scorers in sleep stage-specific agreements. Scorers from the same sleep centres had the highest pairwise agreements at κ = 0.79, κ = 0.85, and κ = 0.78, while the lowest pairwise agreement between the scorers was κ = 0.58. We also found a moderate negative correlation between sleep staging agreement and the apnea–hypopnea index, as well as the rate of sleep stage transitions. In conclusion, although the overall agreement was high, several areas of low agreement were also found, mainly between non-rapid eye movement stages.
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Journal of Sleep Research - 2023 - Nikkonen - Multicentre sleep‐stage scoring agreement in the Sleep Revolution project
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Accepted/In Press date: 11 May 2023
Published date: 13 May 2023
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Local EPrints ID: 498255
URI: http://eprints.soton.ac.uk/id/eprint/498255
ISSN: 0962-1105
PURE UUID: 0a5ae69c-42b9-43a7-a34c-6617a8c87458
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Date deposited: 13 Feb 2025 17:31
Last modified: 22 Aug 2025 02:47
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Contributors
Author:
Sami Nikkonen
Author:
Pranavan Somaskandhan
Author:
Henri Korkalainen
Author:
Samu Kainulainen
Author:
Philip I. Terrill
Author:
Heidur Gretarsdottir
Author:
Sigridur Sigurdardottir
Author:
Kristin Anna Olafsdottir
Author:
Anna Sigridur Islind
Author:
Maria Oskarsdottir
Author:
Erna Sif Arnardottir
Author:
Timo Leppanen
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