Nik Nur Syazreen Binti Nik Rohaimi Universiti Poly-Tech Malaysia
ABSTRACT
In today’s data-centric environment, the ability to interpret and apply statistical methods is a vital skill, especially among students in higher education. Two fundamental techniques correlation and regression analysis play a critical role in understanding relationships between variables and making data-driven predictions. However, many students face challenges in applying these concepts, particularly when using statistical tools like the Casio fx-570MS calculator. Despite being widely available in classrooms, a significant number of learners lack the confidence and technical skills to operate this calculator effectively for statistical analysis. This project, titled Smart Stats: Crunch It with Calc!, introduces an innovative, student-friendly guideline designed to simplify the process of conducting correlation and regression analysis using the Casio fx-570MS calculator. The guide provides a step-by-step walkthrough, making it easier for students to follow and apply the concepts in both classroom settings and real-life scenarios. By focusing on practical learning, the guide helps bridge the gap between theoretical knowledge and its application, enabling students to calculate correlation coefficients and regression lines independently and accurately. The main objective is to empower learners with a structured approach to using the calculator, thereby enhancing their analytical thinking and problem-solving skills. The initiative emphasizes clarity, accessibility and engagement, ensuring that students of various academic backgrounds can benefit. In conclusion, this project demonstrates that with the right tools and guidance, even complex statistical tasks can be made simple. The step-by-step use of a familiar calculator transforms learning into an interactive and meaningful experience, paving the way for improved data literacy among students.
Keywords: Correlation, Regression, Statistical Analysis