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Decomposition As A Complex-Skill Acquisition Strategy In Management Education: A Case Study In Business Forecasting, Monica Adya, Edward Lusk, Moncef Balhadjali

Monica Adya

Graduate business education has been criticized for utilizing simplistic teaching strategies that compromise the presentation of real-world complex skills in the classroom. In this article, we propose that complex management functions can be effectively taught using decomposition strategies. We demonstrate the usefulness of this strategy in the domain of business forecasting by comparing the forecast accuracy of students instructed in decomposition (RBF-Instructed) with that of students not exposed to such instruction (Uninstructed), as well as with an expert system called Rule-Based Forecasting (RBF). RBF-Instructed students demonstrated significant improvements over Uninstructed students and were at least as …