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A meta-analysis of the between-batch variability in the effect of chilling on the salmonella incidence on pig carcasses

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Detalhes bibliográficos
Resumo:The objective of this work was to study the effect of chilling on the occurrence of Salmonella on pig carcasses at batch level by meta-analysis. Fixed-effects and random-effects metaanalysis were conducted, and the random-effects solution was preferred to account for the significant variability in effect size estimated from 51 sampled batches extracted from 13 primary studies. This study results indicated that chilling reduces the Salmonella incidence on pig carcasses by a mean ratio of ~1.92 (95% CI: 1.36 – 2.70). Multilevel meta-analyses models investigating study characteristics that could explain the heterogeneity (τ2) in the true effect size among sampled batches (τ2=0.373), revealed that ‘total sample size’ and ‘carcass swabbed area’ impact (p<0.05) on the measured effect size of chilling. The fact that swabbed area explained 62% and total sample size 38% of the total heterogeneity in the chilling true effect size, gives rise to an awareness that differences in experimental design greatly affects our substantive conclusion about the effect of chilling on Salmonella recovery. Higher swabbed areas and greater sample sizes led to more precise and greater estimates of the decreasing effect of chilling on Salmonella.
Autores principais:Gonzales-Barron, Ursula
Outros Autores:Cadavez, Vasco; Butler, Francis
Assunto:Pig Slaughterhouse Meta-analysis Chilling Salmonella
Ano:2013
País:Portugal
Tipo de documento:comunicação em conferência
Tipo de acesso:acesso aberto
Instituição associada:Instituto Politécnico de Bragança
Idioma:inglês
Origem:Biblioteca Digital do IPB
Descrição
Resumo:The objective of this work was to study the effect of chilling on the occurrence of Salmonella on pig carcasses at batch level by meta-analysis. Fixed-effects and random-effects metaanalysis were conducted, and the random-effects solution was preferred to account for the significant variability in effect size estimated from 51 sampled batches extracted from 13 primary studies. This study results indicated that chilling reduces the Salmonella incidence on pig carcasses by a mean ratio of ~1.92 (95% CI: 1.36 – 2.70). Multilevel meta-analyses models investigating study characteristics that could explain the heterogeneity (τ2) in the true effect size among sampled batches (τ2=0.373), revealed that ‘total sample size’ and ‘carcass swabbed area’ impact (p<0.05) on the measured effect size of chilling. The fact that swabbed area explained 62% and total sample size 38% of the total heterogeneity in the chilling true effect size, gives rise to an awareness that differences in experimental design greatly affects our substantive conclusion about the effect of chilling on Salmonella recovery. Higher swabbed areas and greater sample sizes led to more precise and greater estimates of the decreasing effect of chilling on Salmonella.