A method to extract RNA with high purity from biological materials containing RNA in a safe, rapid, and simple procedure and a method to analyze it are provided. The procedure includes the steps of mixing a biological material containing RNA with a predetermined concentration of a chaotropic agent and a predetermined concentration of an organic solvent, allowing the mixed solution to contact a nucleic acid-binding solid phase, washing the nucleic-acid binding solid-phase to which RNA is bound, and eluting RNA from the nucleic-acid binding solid-phase having the bound RNA. Furthermore, the obtained RNA is analyzed by reverse transcriptase-polymerase chain reaction (RT-PCR) or the like.