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

Thesis Abstract

Abstract
This thesis investigates the various factors that influence student performance in higher education using a statistical approach. The study aims to identify key determinants that impact student success and academic outcomes. The research is motivated by the importance of understanding these factors in order to improve educational practices and enhance student learning experiences. The thesis begins with an exploration of the background of the study, highlighting the significance of examining student performance in higher education settings. It presents a problem statement that emphasizes the need to address the challenges faced by students in achieving academic success. The objectives of the study are outlined to guide the research process, focusing on identifying and analyzing the factors that influence student performance. Limitations and scope of the study are discussed to provide a clear understanding of the boundaries and constraints of the research. The significance of the study is underscored, emphasizing its potential contribution to the existing body of knowledge on student performance in higher education. The structure of the thesis is outlined to provide a roadmap for the reader, detailing the organization of chapters and key sections. Chapter two presents a comprehensive literature review that examines existing research on the factors influencing student performance in higher education. Ten key themes are identified and analyzed, providing a theoretical framework for the study. Chapter three details the research methodology employed in the study, including the research design, data collection methods, sampling techniques, and data analysis procedures. Eight key components are discussed to ensure the rigor and validity of the research findings. Chapter four presents a detailed discussion of the research findings, focusing on the identified factors influencing student performance. The statistical analysis of data is presented, along with key insights and interpretations. The findings are contextualized within the existing literature to provide a comprehensive understanding of the research outcomes. Chapter five offers a conclusion and summary of the thesis, highlighting the key findings, implications, and recommendations for future research. The study contributes to the understanding of factors influencing student performance in higher education and provides valuable insights for educators, policymakers, and stakeholders in the field of education. Overall, this thesis contributes to the body of knowledge on student performance in higher education and offers valuable insights that can inform educational practices and policies aimed at enhancing student success and academic outcomes.