A construction material that includes gypsum and a heat fusion catalyst which includes polyvinyl acetate and a polymer, plus a chemical agent for maintaining a stable emulsion of the polyvinyl acetate and polymer. Cement and/or aggregate materials may be added to the gypsum. The material may be prepared by mixing the catalyst with the powder portion, and then either molding it into a building panel or applying it as a coating on a building member.