The board shall render written decisions, accompanied by findings of fact and conclusion based thereon. Conclusions based on any provision of this chapter, or on any rule or regulation must contain a reference to such provision, rule, or regulation and the reason why the conclusion is deemed appropriate in light of the facts found.