Quality in catalysis can be measured using various parameters including activity, selectivity, and stability. Activity refers to the catalyst's ability to increase the reaction rate, selectivity describes how well the catalyst directs the reaction to produce the desired product, and stability pertains to the catalyst's ability to maintain its performance over time.