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1. INTRODUCTION
Organizations increasingly rely on data-driven decision making, marketing, and customer relationship management to remain competitive (Bullock, 2024), creating a growing need for employees with the skills to build, store, and analyze data in relational databases. This need is one reason why Structured Query Language (SQL) is currently ranked as one of the most in-demand programming languages (Cass, 2024; Joubert, 2024; Ngo-Ye & Choi, 2021; Vailshery, 2024) and why providing Information Systems (IS) students a solid foundation in SQL can help improve their competitiveness in today's challenging job market (Coursera Editorial Team, 2025).
However, simply understanding practical skills in an academic setting may not be sufficient to prepare IS students for a successful transition to the workforce, especially in today's data-rich business world. For example, many employers are now requiring job candidates to demonstrate their applicable skills and their ability to solve real-world problems during their...





