Automating Evaluation of Skill Assessment to Promote Skill Acquisition in the Area of Data Analytics Automation

Abstract

As accounting increasingly embraces automation and data analytics, proficient skill assessment remains a challenge. We introduce an automated tool that streamlines the evaluation of Alteryx workflows. Utilizing the design science methodology, our tool effectively executes and compares Alteryx workflows against a solution, providing score and feedback. Validation demonstrates remarkable gains; our tool is error-free and 9 to 146 times faster than manual evaluation. The tool’s efficiency, accuracy, and user-friendliness make it much more feasible to assign unstructured Alteryx assignments for student development. Enhanced technology skills will promote hiring and productivity gains associated with automation in accounting.

Keywords: Alteryx, Automation, Grading, Design Science

JEL Classification: M4, M40, M41