Certain example embodiments relate to light emitting diode (e.g., OLED and/or PLED) inclusive devices, and/or methods of making the same. Certain example embodiments incorporate an optical out-coupling layer stack (OCLS) structure that includes a vacuum deposited index matching layer (imL) provided over an organo-metallic scattering matrix layer. The imL may be a silicon-inclusive layer and may include, for example, vacuum deposited SiOxNy. The OCLS including scattering micro-particles, the imL, and the anode may be designed such that the device extraction efficiency is significantly improved, e.g., by efficiently coupling the light generated in the organic layers of the devices and extracted through the glass substrate. In certain example embodiments, the refractive index of the ITO, SiOxNy index matching layer, OCLS scattering layer and the glass substrate may be provided in decreasing order.