Open Journal of Animal Sciences

Volume 2, Issue 1 (January 2012)

ISSN Print: 2161-7597   ISSN Online: 2161-7627

Google-based Impact Factor: 1.39  Citations  h5-index & Ranking

Use of factor scores for determining the relationship between body measurements and semen traits of cocks

HTML  Download Download as PDF (Size: 164KB)  PP. 41-44  
DOI: 10.4236/ojas.2012.21006    4,935 Downloads   10,297 Views  Citations
Author(s)

Affiliation(s)

.

ABSTRACT

Semen evaluation is required to predict fertility. In most rural African communities, facilities for microscopic evaluation of semen are not available. Therefore, an indirect method of predicting semen traits of cocks is required by poultry farmers. The objective of this study was to use factor scores derived from factor analysis of body measurements to predict some semen traits of cocks. Correlation matrix was obtained by calculating the correlations between body measurements and semen traits of cocks. Kais-er-Meyer-Olkin (KMO) measure of sampling adequacy and Bartletts test of sphericity were used to test the appropriateness of factor analysis on the data. The extraction of the factors was done by calculating the eigenvalues of the correlation matrix. Variance maximizing rotation of the transformation matrix was done to facilitate the interpretation of the factor loadings. Two factors with eigenvalues greater than 1 were extracted which accounted for 76.96% of the variations present in the original variables. The two factors were used to obtain the factor score coefficients. When utilized as independent variables in multiple regression analysis, the two factors explained 53.20% and 40.80% of the variations in sperm motility and sperm concentration respectively. Factor 1 had more impact on sperm motility than factor 2 as it was significantly related to it. Factor 2 was significantly more related to sperm concentration than factor 1. The relationship between body measurements and semen volume, live sperm and abnormal sperm were weak and mostly negative. Therefore, they were not predicted using factor scores.

Share and Cite:

Ifeanyichukwu, U. (2012) Use of factor scores for determining the relationship between body measurements and semen traits of cocks. Open Journal of Animal Sciences, 2, 41-44. doi: 10.4236/ojas.2012.21006.

Cited by

[1] Application of principal component analysis for predicting body weight of Ethiopian indigenous chicken populations
2021
[2] Principal Component Factor Analysis of Some Development Factors in Southern Nigeria and Its Extension to Regression Analysis
2021
[3] The Development of Athlete Performance Capabilities Index (APCI) Model for Male U12 Player Selection using Multivariate Analysis
… of Engineering & …, 2018
[4] Bartlett Factor Scores in Multiple Linear Regression Equation as a Tool for Estimating Economic Traits in Broilers
World Academy of Science, Engineering and Technology, International Journal of Animal and Veterinary Sciences, 2017
[5] PENGARUH PEMBERIAN EKSTRAK BUAH MENGKUDU (Morinda citrifolia) DALAM LARUTAN NATRIUM KLORIDA FISIOLOGIS SEBAGAI BAHAN PENGENCER …
2016
[6] PENGARUH PEMBERIAN EKSTRAK BUAH MENGKUDU (Morinda citrifolia) DALAM LARUTAN NATRIUM KLORIDA FISIOLOGIS SEBAGAI BAHAN …
Jurnal Kedokteran Hewan-Indonesian …, 2016
[7] Effect of Genotype and Age on Some Morphometric, Body Linear Measurements and Semen Traits in Nigerian Indigenous Chickens
2016
[8] PENGARUH PEMBERIAN EKSTRAK BUAH MENGKUDU (Morinda citrifolia) DALAM LARUTAN NATRIUM KLORIDA FISIOLOGIS SEBAGAI BAHAN PENGENCER …
2016
[9] Ultraviolet protection of knitwear fabrics
2015
[10] Use of factor scores for predicting body weight from linear body measurements in three South African indigenous chicken breeds
Tropical animal health and production, 2014
[11] ESTIMATING BODY WEIGHT FROM SEVERAL BODY MEASUREMENTS IN HARNAI SHEEP WITHOUT MULTICOLLINEARITY PROBLEM
JAPS, Journal of Animal and Plant Sciences, 2014
[12] Estimating body weight from several body measurements in harnai sheepwithout multicollinearity problem
2014
[13] AN INVESTIGATION ON RELATIONSHIP BETWEEN LACTATION MILK YIELD, SOMATIC CELL COUNT AND UDDER TRAITS IN FIRST LACTATION TURKISH SAANEN GOAT USING DIFFERENT STATISTICAL TECHNIQUES
JAPS, Journal of Animal and Plant Sciences, 2013
[14] An investigation on relationship between lactation milk yield, somatic cell count and udder traits in first lactation turkish saanen goat usıng different statistical …
2013
[15] Relationship between phenotypic and sperm traits of South African indigenous cockerels
International Journal of Livestock Production, 2012

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.