DOI: https://doi.org/10.36347/sjpms.2025.v12i03.004

Pages: 66-70

This paper terms to address the many challenges faced by procurement managers, environmental analysts and social standard practitioners on the appropriate use of statistical tools and analysis on their respective filed of study. The selection of statistical techniques is based on the characteristics of the collected data and questionnaire design as well as the goal of the scientific inquiry. The current work is methodologically complete and helpful to a wide range of readers because all possible scenarios are almost exhaustive. The chosen statistical approach must appropriately represent the features of the data and the study's goals since statistical analysis techniques and research hypotheses interact. This study highlights how crucial it is to choose statistical analysis techniques using a logical and scientific process. Offering thorough instructions, an appreciate information on the null and alternative hypothesis. With regard to sustainable procurement, environmental, and social standard practices, this study seeks to empower researchers and improve the overall quality and dependability of scientific studies, as well as the selection of suitable statistical methods and analysis.