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1. INTRODUCTION
The demand for business graduates to readily use data analytics knowledge and skills to solve business problems has increased substantially in recent years (Cainas et al., 2021). Among the available tools for these solutions, Microsoft Excel (Excel) continues to be the most popular, ubiquitous, and effective data analytics tool since its introduction 40 years ago. Additionally, there is a high certainty that Excel will remain primary among the tools available in contemporary business analytics toolkits. The persistence and prevalence of Excel is a testament and reflection of the lasting importance of end user computing, and Excel continues to serve as a "go-to" data management and analytical tool within many functional (non-IT) enterprise units (Rebman et al., 2023). Being a broad category of quantitative activities, data analytics takes many forms; however, data analytics commonly begins and ends with end-user-focused desktop solutions such as Excel. Thus, Excel skills remain an essential personal competency for many quantitative and analytics functions within an organization. For this study, data...





