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Journal ArticleDOI

Meta-analysis of the influence of phytobiotic (pepper) supplementation in broiler chicken performance

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TLDR
The results of the present study revealed the potential of dietary pepper intervention to improve production efficiency in broiler chickens, and meta-regression analysis showed that study country, supplementation level, and broiler strain used explained most of the sources of heterogeneity.
Abstract
The aim of the study is to use meta-analytical procedure to resolve uncertainty, identify knowledge gaps, and create new insights using published data on the phytobiotic effect of dietary pepper intervention on daily feed intake (DFI), average daily gain (ADG), and feed conversion ratio (FCR) in broiler chickens. The authors accessed AGORA, Scopus, ScienceDirect, and Google Scholar databases for primary studies published between 2011 and 2018 using combinations of different search terms. Fifteen studies were included to assess phytobiotic effect of pepper on DFI, FCR, and ADG in broiler chickens. Random-effects model (REM) was used to generate pooled effect estimates at 95% confidence intervals (CI). Analysis was performed using Open Meta-analyst for Ecology and Evolution (OpenMEE) software, while publication bias and source of heterogeneity were assessed using standard methods. Dietary pepper supplementation enhanced ADG (standardized mean difference (SMD) = 0.576, 95% CI 0.444 to 0.707, p 6 g/kg feed for 35 days. There was no association between DFI and explanatory variables (broiler strain used and number of broilers used), whereas study country influenced DFI (p < 0.001). Furthermore, there was an association between outcome of interests (ADG and FCR) and explanatory variables (supplementation level, study country, number of broilers used per treatment group, and broiler strain used). Broilers on dietary pepper intervention for 42 days had higher ADG (SMD = 62.2 g/bird/day, p < 0.001) than those on dietary pepper intervention for 56 days (SMD = 35.7 g/bird/day, p = 0.002). There is evidence of heterogeneity, and meta-regression analysis showed that study country, supplementation level, and broiler strain used explained most of the sources of heterogeneity. The results of the present study revealed the potential of dietary pepper intervention to improve production efficiency in broiler chickens. The current meta-analysis also set the steps for standardized experimental designs on the use of dietary pepper intervention in broiler feeding trials in the future.

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References
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Journal ArticleDOI

Meta-Analysis in Clinical Trials*

TL;DR: This paper examines eight published reviews each reporting results from several related trials in order to evaluate the efficacy of a certain treatment for a specified medical condition and suggests a simple noniterative procedure for characterizing the distribution of treatment effects in a series of studies.
Journal ArticleDOI

Quantifying heterogeneity in a meta‐analysis

TL;DR: It is concluded that H and I2, which can usually be calculated for published meta-analyses, are particularly useful summaries of the impact of heterogeneity, and one or both should be presented in publishedMeta-an analyses in preference to the test for heterogeneity.
Journal ArticleDOI

The Hartung-Knapp-Sidik-Jonkman method for random effects meta-analysis is straightforward and considerably outperforms the standard DerSimonian-Laird method

TL;DR: The authors' simulations showed that the HKSJ method consistently results in more adequate error rates than the DL method, especially when the number of studies is small, and can easily be applied routinely in meta-analyses.
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