Expert opinions were gathered using an online survey conducted through Microsoft Forms to assess the relative importance of various factors in a welding and operational efficiency context. The factors evaluated included Labor Efficiency (LE), Operational Efficiency (OE), job weight, weld volume, and skill level. Participants were asked to compare these factors in terms of their importance relative to each other.

Key findings from the survey indicated the following: