Analysis of Factors Influencing Student Performance in Higher Education: A Statistical Approach

Thesis Abstract

Abstract
The performance of students in higher education is influenced by a myriad of factors, ranging from personal characteristics to academic environment. This thesis presents an in-depth analysis of the factors that impact student performance in higher education institutions using a statistical approach. The study aims to identify and analyze the key determinants that contribute to student success or failure in academic pursuits. The research begins with a comprehensive introduction that sets the stage for the study by providing background information on the topic, stating the problem, outlining the objectives, discussing the limitations and scope of the study, explaining the significance, and presenting the structure of the thesis. This is followed by a detailed literature review in Chapter Two, which includes an examination of existing research on factors influencing student performance in higher education. The review covers ten key items that shed light on the subject matter. Chapter Three focuses on the research methodology employed in this study. It outlines the research design, data collection methods, sampling techniques, data analysis procedures, and ethical considerations. The chapter also discusses the reliability and validity of the research findings and addresses any potential limitations in the methodology. In Chapter Four, the findings of the statistical analysis are presented and discussed in detail. The chapter explores the relationships between various factors and student performance, highlighting significant patterns and trends identified through statistical analysis. The discussion delves into the implications of these findings and their relevance to the field of higher education. Finally, Chapter Five provides a conclusion and summary of the thesis, offering key insights derived from the research. The conclusion also includes recommendations for future research and practical implications for educators and policymakers in higher education institutions. Overall, this thesis contributes to the body of knowledge on factors influencing student performance in higher education and offers valuable insights for improving academic outcomes for students. Keywords student performance, higher education, statistical analysis, factors, academic success, research methodology, literature review.