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Modelling conditions of storing quality commercial eggs

Egg storage has been a problem due to ineffective methods subjecting many farmers and egg retailers to losses. These techniques include various models involving statistical analysis of the storage conditions on the egg quality. Apparent deficiencies of the information from the randomized complete bl...

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Autores principales: Gogo, Jacqueline Akelo, Atitwa, Benson Edwine, Gitonga, Cyrus Ngari, Mugo, David Muchangi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8403541/
https://www.ncbi.nlm.nih.gov/pubmed/34485744
http://dx.doi.org/10.1016/j.heliyon.2021.e07868
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author Gogo, Jacqueline Akelo
Atitwa, Benson Edwine
Gitonga, Cyrus Ngari
Mugo, David Muchangi
author_facet Gogo, Jacqueline Akelo
Atitwa, Benson Edwine
Gitonga, Cyrus Ngari
Mugo, David Muchangi
author_sort Gogo, Jacqueline Akelo
collection PubMed
description Egg storage has been a problem due to ineffective methods subjecting many farmers and egg retailers to losses. These techniques include various models involving statistical analysis of the storage conditions on the egg quality. Apparent deficiencies of the information from the randomized complete block design model prompted this study. The study evaluated the effect of storage temperature at three levels (5 (°)C, 19.5 (°)C, 30 (°)C) and duration at four levels (2(nd), 12(th), 22(nd), 32(nd)) on egg quality using a fixed and mixed-effect model. We used a total of 618 fresh and unfertilized eggs from ISA (Institut de Sélection Animale) brown layers. We determined egg quality by the changes of physical characterization under storage conditions. The study used Restricted maximum likelihood and analysis of variance methods to assess the efficiency of fixed and mixed effect models. Results showed that the physical components of the egg were significantly affected at 5 (°)C, 19.5 (°)C, and 30 (°)C [Formula: see text]. The effect was more adverse on eggs stored at 30 (°)C for 32 days. However, storage temperatures of 5 (°)C and 19.5 (°)C led to an extensive reduction in the Haugh unit, yolk index, and egg white height. On the other hand, it increased the weight loss and albumen diameter under storage for 2(nd), 12(th), 22(nd) and 32(nd)-time intervals. Based on these findings, the study recommends 5 (°)C for egg quality preservation. The eggs should be refrigerated for 32 days, stored at 19.5 (°)C for 14 days, and lastly kept at 30 (°)C for a maximum of 7 days. The fixed-effect models exhibited more minor variances in diameter and height of albumen, yolk index, weight loss, and Haugh unit. This overlapped instances where the fixed-effect models were significantly the same as the mixed-effect models. This study proposes that the fixed effect model is the most appropriate for randomized completely block design experiments.
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spelling pubmed-84035412021-09-02 Modelling conditions of storing quality commercial eggs Gogo, Jacqueline Akelo Atitwa, Benson Edwine Gitonga, Cyrus Ngari Mugo, David Muchangi Heliyon Research Article Egg storage has been a problem due to ineffective methods subjecting many farmers and egg retailers to losses. These techniques include various models involving statistical analysis of the storage conditions on the egg quality. Apparent deficiencies of the information from the randomized complete block design model prompted this study. The study evaluated the effect of storage temperature at three levels (5 (°)C, 19.5 (°)C, 30 (°)C) and duration at four levels (2(nd), 12(th), 22(nd), 32(nd)) on egg quality using a fixed and mixed-effect model. We used a total of 618 fresh and unfertilized eggs from ISA (Institut de Sélection Animale) brown layers. We determined egg quality by the changes of physical characterization under storage conditions. The study used Restricted maximum likelihood and analysis of variance methods to assess the efficiency of fixed and mixed effect models. Results showed that the physical components of the egg were significantly affected at 5 (°)C, 19.5 (°)C, and 30 (°)C [Formula: see text]. The effect was more adverse on eggs stored at 30 (°)C for 32 days. However, storage temperatures of 5 (°)C and 19.5 (°)C led to an extensive reduction in the Haugh unit, yolk index, and egg white height. On the other hand, it increased the weight loss and albumen diameter under storage for 2(nd), 12(th), 22(nd) and 32(nd)-time intervals. Based on these findings, the study recommends 5 (°)C for egg quality preservation. The eggs should be refrigerated for 32 days, stored at 19.5 (°)C for 14 days, and lastly kept at 30 (°)C for a maximum of 7 days. The fixed-effect models exhibited more minor variances in diameter and height of albumen, yolk index, weight loss, and Haugh unit. This overlapped instances where the fixed-effect models were significantly the same as the mixed-effect models. This study proposes that the fixed effect model is the most appropriate for randomized completely block design experiments. Elsevier 2021-08-25 /pmc/articles/PMC8403541/ /pubmed/34485744 http://dx.doi.org/10.1016/j.heliyon.2021.e07868 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Gogo, Jacqueline Akelo
Atitwa, Benson Edwine
Gitonga, Cyrus Ngari
Mugo, David Muchangi
Modelling conditions of storing quality commercial eggs
title Modelling conditions of storing quality commercial eggs
title_full Modelling conditions of storing quality commercial eggs
title_fullStr Modelling conditions of storing quality commercial eggs
title_full_unstemmed Modelling conditions of storing quality commercial eggs
title_short Modelling conditions of storing quality commercial eggs
title_sort modelling conditions of storing quality commercial eggs
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8403541/
https://www.ncbi.nlm.nih.gov/pubmed/34485744
http://dx.doi.org/10.1016/j.heliyon.2021.e07868
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