A novel procedure for effective fabrication of photostable oxygen-doped single-walled carbon nanotubes (SWCNTs) in solid-state matrices has been developed. SWCNTs drop-cast on various types of substrates are coated with oxide dielectric thin films by electron-beam evaporation. Single tube photoluminescence spectroscopy studies performed at room and cryogenic temperatures reveal that such thin film-coated tubes exhibit characteristic spectral features of oxygen-doped SWCNTs, indicating the oxide thin film coating process leads to oxygen doping of the tubes. It is also found that the doping efficiency can be effectively controlled by the thin film deposition time and by the types of surfactants wrapping the SWCNTs. Moreover, aside from being the doping agent, the oxide thin film also serves as a passivation layer protecting the SWCNTs from the external environment. Comparing the thin film coated SWCNTs with oxygen-doped tubes prepared via ozonolysis, the former exhibit significantly higher photostability and photoluminescence on-time. Therefore, this one-step deposition/oxygen-doping procedure provides a possible route toward scalable, versatile incorporation of highly photostable oxygen-doped SWCNTs in novel optical and optoelectronic devices.