An improved version of a recently developed one-equation turbulence model called RAS (Rahman-Agarwal-Siikonen) is proposed to account for the distinct effects of low-Reynolds number (LRN) and wall proximity. The turbulent kinetic energy k and the dissipation rate ǫ are evaluated using the R = (k 2 /ǫ)-transport equation together with the Bradshaw and other empirical relations. The associated coefficients are constructed such as to preserve the anisotropic characteristics of turbulence encountered in non-equilibrium flows. In the current version, several improvements to the original RAS model are made which include the introduction of a nearwall eddy-viscosity damping function. An anisotropic destruction coefficient is used to obtain a faster decaying behavior of turbulence destruction in the outer region of the boundary/shear layer, thereby precluding the free-stream dependency. The source term in the transport equation is independent of the Reynolds stress tensor. A comparative assessment of the improved RAS model with the Spalart-Allmaras (SA) one-equation model and the shear stress transport (SST) k-ω model is provided for welldocumented non-equilibrium turbulent flows.