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. 2022 Feb 5;12(3):385. doi: 10.3390/ani12030385

Table 3.

Standardized regression coefficients between strategies (independent variables) and model outputs (dependent variables).

Output NEm_Req 1 Forage_TDN PPI Forage_Yield
Production
– Cycling in first 21 days 0.06 −0.02 −0.96 0.03
– Pregnancy percentage 0.03 −0.03 −0.59 0.05
– Calved in first 21 days 0.06 0.00 −0.77 0.03
– Cull cow age 0.04 −0.05 −0.51 0.08
– Replacement heifers required −0.02 0.04 0.46 −0.03
– Actual weaning weight −0.66 0.58 0.14 −0.07
– Supplement used per cow 0.71 −0.58 0.07 0.22
– Winter feed used per cow −0.47 0.44 −0.12 −0.65
– Total purchased feed per cow 0.31 −0.15 −0.11 −0.86
Efficiency
– Grazing days per hectare 0.11 −0.39 0.07 0.84
– Kg weaned per cow exposed −0.53 0.47 −0.31 −0.04
– Kg weaned per grazed hectare −0.54 0.47 −0.27 −0.05
– Dry matter intake per kg weaned 0.65 −0.50 0.20 0.13
Economic
– Revenue per cow −0.51 0.45 −0.14 −0.04
– Supplement cost per cow 0.70 −0.57 0.06 0.22
– Winter feed cost per cow −0.35 0.32 −0.11 −0.47
– Purchased feed cost per cow 0.24 −0.15 −0.06 −0.32
– Replacement cost per cow −0.22 0.20 0.37 −0.06
– Interest expense per cow 0.15 −0.09 0.04 −0.32
– Total variable cost per cow 0.15 −0.09 0.04 −0.31
– Returns per cow 2 −0.36 0.27 −0.09 0.26
– Returns per grazed hectare 2 −0.36 0.28 −0.10 0.26
– Annual ROI −0.35 0.27 −0.11 0.26

1 NEm_Req = herd base net energy for maintenance requirement; Forage_TDN = forage TDN multiplicative factor; PPI = postpartum interval; Forage_Yield = forage yield multiplicative factor. 2 Returns are calculated as revenue minus variable costs (i.e., returns over variable costs).