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

Table 10.

Multivariable meta-regression estimates for the association of use of multiple HGP implants (yes or no) and electrical stimulation of the carcass on WBSF responses

Variable SMD SE 95% CI P-value R 2 I 2, % τ2
Multiple implants, % of studies (KH) 0.215 0.051 0.114 to 0.315 0.001 20.4 47.4 0.035
Stimulation (reference not stimulated)
 Stimulated (KH) 0.084 0.088 −0.089 to 0.257 0.654
 Not stated (KH) 0.237 0.092 0.057 to 0.419 0.035
Multiple implants, % of studies (robust experiment level) −0.030 0.069 −0.380 to 0.320 0.852 0.001
Multiple implants, % of studies (robust treatment level) 0.461 0.175 0.312 to 0.890 0.039
Stimulation (reference not stimulated)
 Stimulated (robust experiment level) 0.128 0.162 −0.288 to 0.544 0.465
 Not stated (robust experiment level) 0.241 0.196 −0.244 to 0.725 0.267

The estimates based on Knapp–Hartung (KH) methods provide a SMD, SE, and 95% CI of the SMD, significance (P-value), model fit (R2), and measures of heterogeneity I2 and τ2. The estimates based on robust regression methods (robust) at the experiment and treatment level provide a SMD, SE, and 95% CI of the SMD, P-value, and τ2.