The quantitative structural information such as the relative abundance of silicate discrete anions (Q n units) and the concentration of three types of oxygens, viz. free-, bridging-and nonbridging oxygen can be obtained from micro-Raman spectra of the quenched CaO-SiO2-MnO glass samples. Various transport properties such as viscosity, density, and electrical conductivity can be expected as a simple linear function of 'ln (Q 3 /Q 2 ),' indicating that these thermophysical properties are strongly dependent on a degree of polymerization of silicate melts in the composition of silica content greater than about 30 mol%. The present methodology is believed to be widely extended to various slag systems in ferrous and non-ferrous metallurgical communities.KEY WORDS: silicate structure; Raman spectroscopy; viscosity; density; conductivity; Q 3 /Q 2 ratio; degree of polymerization.