Butter contains both fat and water, generally in a ratio of 80/20. Both fat and water play important roles in baking, they tenderize, add flavor, emulsify and add moisture. Therefore, reducing the amount of butter in a cookie recipe without making a suitable substitution will affect the outcome of your baking. It can be dry, crumbly, and lack flavor.