The article discusses how to analyze and interpret quantitative data to better understand research findings. It emphasizes the importance of learning basic quantitative data analysis for researchers. The main goal is to connect data analysis to stakeholder inclusion, positionality, and ethics. The key finding is that while quantitative research can provide strong evidence, it is essential for novice researchers to grasp the fundamentals of quantitative data analysis for effective interpretation.