Evidence
Reflection
My growth in this foundation centers on applying quantitative reasoning to evaluate the quality and impact of research studies. During the Quantitative Research course, I conducted data analysis using SPSS, connecting prior knowledge of variables, regressions, and significance testing to more advanced applications such as ANOVA, Pearson correlation, and collinearity diagnostics.
These experiences expanded my ability to interpret data with precision and to make evidence-based conclusions that inform leadership decisions. In addition, evaluating the methodology of multiple dissertations refined my capacity to identify both strengths and limitations in research design.
Through this process, I strengthened my ability to design, conduct, and evaluate research and evaluation studies that are methodologically sound and aligned with ethical and contextual considerations. This foundation has prepared me to approach educational research with both critical discernment and analytical rigor.
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