A bearing is a part of the machine that lowers friction between moving parts by limiting relative motion to only the desired motion. Bearing debility is affected by a several factors, also the roller–raceway interfaces are the most significantly stressed areas in a bearing, minimizing the Hertz contact stresses there has been a main objective. The analytical and finite element approaches have been used to evaluate the deformation, contact stress and contact pressure of spherical roller bearings 22212E. It has been observed that the acquired results employing the theoretical and FE Analysis methods have quite a 9 percent variation. Based on results, confirming the FEA for solid spherical bearing with a theoretical approach using the same operating parameters. Furthermore, the finite element approach has been employed to analyse how the hollow spherical rolling element enhanced the bearing performance. In ANSYS, multiple hollowness percentages ranging from 0% to 90% of the external diameter of the spherical roller were analysed in order to determine the optimal hollowness for bearing service life. It has been discovered that bearings with a hollowness of roughly 62 percent have the lowest contact stress, which extends the bearing's fatigue life.