Certified fire-resistant materials, such as gypsum board, concrete, steel, and fire-resistant fabrics, enhance construction safety by minimizing fire hazards. It's essential to select materials with certifications from recognized organizations like Underwriters Laboratories (UL) or the National Fire Protection Association (NFPA).