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. 2018 Apr 6;96(7):2675–2697. doi: 10.1093/jas/sky123

Table 7.

Meta-regression estimates for the association of length of time that beef was aged before evaluation, length of time that cattle were fed, use of multiple HGP implants (yes or no), treatment comparisons using TBA (yes or no), breed of cattle, sex of cattle, and electrical stimulation of the carcass on juiciness responses

Variable SMD SE 95% CI P-value R 2 I 2, % τ2
Aging of the beef, d 0.013 0.009 −0.006 to 0.031 0.179 6.2 65.7 0.096
Length of feeding, d 0.001 0.0006 −0.0003 to 0.002 0.135 100.0 50.7 0.001
Multiple implants, % of studies 0.348 0.126 0.096 to 0.600 0.008 54.5 61.2 0.044
TBA, % of studies 0.134 0.185 −0.237 to 0.504 0.473 2.58 66.7 0.099
Breed (reference British, British cross, European, and Holstein)
 Brahman and Brahman crosses −0.065 0.127 −0.321 to 0.190 0.611 73.5 54.8 0.027
 Crossbred (undescribed) 0.513 0.132 0.248 to 0.778 0.001
 Not stated −0.455 0.355 −1.167 to 0.257 0.206
Sex (reference steers)
 Bull 0.425 0.502 −0.580 to 1.430 0.400 8.89 64.3 0.093
 Heifer −0.178 0.293 −0.765 to 0.409 0.546
 Mixed −0.351 0.294 −0.941 to 0.308 0.239
Stimulation (reference not stimulated)
 Stimulated −0.117 0.168 −0.454 to 0.238 0.487 58.6 62.3 0.042
 Not stated 0.325 0.143 0.012 to 0.039 0.027

The estimates are based on Knapp–Hartung methods and provide a SMD, SE, and 95% CI of the ES, significance (P-value), model fit (R2), and measures of heterogeneity I2 and τ2. There were 55 treatment comparisons and 12 experiments.