Silica-based coating films of nanometer thickness can be formed on micrometer-sized metal powder particles, and the film thickness can be controlled. An inorganic type coating agent that improves the corrosion resistance and insulation properties of the powder to be treated. Excellent uniformity of the treated film due to liquid phase treatment