This document discusses an experimental study on distortion in butt welded joints of EN-8 steel plates with different thicknesses and groove angles. Distortion is measured as transverse and longitudinal shrinkage for plates with thicknesses of 6mm, 7mm, and 8mm welded at 600, 900, and 1200 groove angles using manual electric arc welding. The results show that both transverse and longitudinal shrinkage increase with increasing groove angle and decrease with increasing plate thickness. An analysis of variance is performed to develop mathematical models for predicting distortion, which indicate that plate thickness and groove angle significantly affect the amount of deflection in welded joints.