STATISTICAL ANALYSIS ON STUDENT'S FAILURE ON GENERAL STUDIES COURSES FROM 2014 TO 2023 (A CASE STUDY OF STATISTICS DEPARTMENT JIGAWA STATE POLYTECHNIC DUTSE)

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No of Pages: 30

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ABSTRACT

This study investigates the factors contributing to student failure in general studies courses within the Statistics Department at Jigawa State Polytechnic, Dutse, focusing on data spanning from 2014 to 2023. General studies courses are designed to provide foundational knowledge beyond students’ core disciplines, yet high failure rates have raised concerns about their efficacy and relevance. This study examines variables such as academic preparedness, motivation, perceived relevance of course content, teaching methodologies, and institutional support, all of which are hypothesized to influence student performance in general studies courses. A mixed-method approach was used, incorporating quantitative analysis of academic records and survey responses from students and instructors. Statistical tools, including descriptive statistics, correlation analysis, and hypothesis testing, were applied to determine the significance of various factors in predicting student outcomes. Additionally, qualitative insights were gathered through interviews with students and faculty to contextualize quantitative findings. The study found that lack of academic preparedness, low perceived relevance of general studies courses, and traditional lecture-based teaching methods significantly contribute to high failure rates. Conversely, student-centered teaching methods and enhanced academic support services were identified as key elements in reducing failure. This research underscores the need for curriculum reform, personalized academic support, and teaching innovations to improve student engagement and success in general studies. The findings provide actionable recommendations for policymakers, educators, and institutions aiming to enhance academic performance and reduce failure rates in general studies, ultimately supporting the academic success and retention of students across disciplines.







TABLE OF CONTENTS


Title Page        -           -           -           -           -           -           -           -           -           -           -i

Certification    -           -           -           -           -           -           -           -           -           -           -ii

Declaration -   -           -           -           --                      -           -           -           -           -           -iii

Dedication      -           -           -           -           -           -           -           -           -           -           -iv

Acknowledgements    -           -           -           -           -           -           -           -           -           -v

Table of Content         -           -           -           -           -           -           -           -           -           -vi

Abstract          -           -           -           -           -           -           -           -           -           -           -viii


CHAPTER ONE

INTRODUCTION

1.1 Background of the Study -           -           -           -           -           -           -           -           -1

1.2 Statement of the Problem             -           -           -           -           -           -           -           -2

1.3 Aim and Objectives of the Study             -           -           -           -           -           -           -3

1.4 Research Questions           -           -           -           -           -           -           -           -           -3

1.5 Significance of the Study -           -           -           -           -           -           -           -           -4

1.6 Scope and Limitation of the Study          -           -           -           -           -           -           -4

1.7 Definition of the Terms    -           -           -           -           -           -           -           -           -4

1.8 Brief History of the Area of Study          -           -           -           -           -           -           -4


CHAPTER TWO

LITERATURE REVIEW

2.1 Introduction          -           -           -           -           -           -           -           -           -           -6

2.2 Concept of General Studies in Higher Education            -           -           -           -           -           -6

2.3 Factors Contributing to Student Failure in General Studies Course-       -           -           -7

2.4 Teaching Methods and Pedagogical Approaches -           -           -           -           -           -7

2.5 Theories on Academic Success and Failure          -           -           -           -           -           -8

2.6 Empirical Studies on Student Performance in General Studies Courses  -           -           -9

2.7 Strategies for Improving Student Performance in General Studies Courses-      -           -9

2.8 Summary   -           -           -           -           -           -           -           -           -           -           -10


CHAPTER THREE

RESEARCH METHODOLOGY

3.1 Introduction          -           -           -           -           -           -           -           -           -           -11

3.2 Research Design   -           -           -           -           -           -           -           -           -           -11

3.3 Population and Sample Size         -           -           -           -           -           -           -           -11

3.4 Sampling Techniques        -           -           -           -           -           -           -           -           -11

3.5 Data Collection Methods  -           -           -           -           -           -           -           -           -12

3.6 Method of Data Analysis             -           -           -           -           -           -           -           -12

3.7 Least Square Method        -           -           -           -           -           -           -           -           -12


CHAPTER FOUR

DATA PRESENTATION, ANALYSIS AND PRESENTATION

4.0 Introduction          -           -           -           -           -           -           -           -           -           -13

4.1 Data Presentation  -           -           -           -           -           -           -           -           -           -13

4.2 Data Analysis        -                       -           -           -           -           -           -           -           -14

4.3 Conclusion            -           -           -           -           -           -           -           -           -           -16


CHAPTER FIVE

SUMMARY, CONCLUSION AND RECOMMENDATIONS

5.1 Introduction          -           -           -           -           -           -           -           -           -           -17

5.2 Summary of Findings       -           -           -           -           -           -           -           -           -17

5.3 Conclusion            -           -           -           -           -           -           -           -           -           -18

5.4 Recommendations            -           -           -           -           -           -           -           -           -18

5.5 Suggestions for Further Research -           -           -           -           -           -           -           -19

5.6 Contribution to Knowledge          -           -           -           -           -           -           -           -20

      References                       -           -           -           -           -           -           -           -           -           -21


 





CHAPTER ONE

INTRODUCTION

1.1 Background to the Study

In academic settings worldwide, general studies courses play an essential role in providing students with a broad-based education that extends beyond their primary area of specialization (Smith & Wilson, 2017). These courses, often referred to as core or foundational courses, are integral in helping students develop critical thinking, effective communication skills, and a general understanding of diverse fields (Ogunlade & Adeyemi, 2020). However, many students in specialized fields, such as those studying statistics, encounter difficulties with these general studies courses, leading to high rates of failure (Johnson & Clarke, 2019). This failure trend in the Statistics Department at Jigawa State aligns with findings from studies in other institutions, where students in technical fields sometimes perceive general studies courses as irrelevant to their core academic interests (Ahmed & Garba, 2021).

The curriculum in most tertiary institutions includes general studies courses to create a well-rounded educational experience. Common areas covered include communication skills, information technology, social sciences, and environmental studies, which aim to enrich students' knowledge base and cultivate skills that can be transferred across various life domains (Chukwuemeka, 2018). Nevertheless, despite these intended benefits, students' performance in these courses remains a concern. Some students find these courses challenging due to their generalized nature, which may not directly align with the specialized focus of their main discipline (Brown & Thomas, 2019). This misalignment can result in lower engagement, reduced motivation, and ultimately, high failure rates, as observed among statistics students at Jigawa State.

Furthermore, the rapid advancement in academic expectations, combined with diverse learning preferences and varying levels of preparedness among students, has further compounded the issue. According to Okoro and Bello (2022), students' academic outcomes in general studies are influenced by factors such as course difficulty, teaching methods, and individual attitudes. These elements affect students’ ability to effectively engage with the content, resulting in a trend of poor performance that impacts their overall academic trajectory (Adebayo, 2019). Recognizing and addressing these factors is critical for educational institutions to foster better student outcomes, ensure students' successful progression, and fulfill the overarching goal of a holistic education.


1.2 Statement of the Problem

In recent years, the Statistics Department at Jigawa State has observed an increase in student failure rates in general studies courses. This issue presents a challenge not only to the students but also to the department and institution, as it affects graduation timelines, overall academic performance, and the holistic development of students (Okoro & Bello, 2022). General studies courses, designed to enhance students' understanding of diverse subjects and to build interdisciplinary skills, often fall short of achieving their intended impact within specialized departments. In the case of statistics students, these courses may be perceived as unrelated or less critical, leading to low motivation, decreased effort, and consequently, higher failure rates (Adewale & Musa, 2021).

Moreover, research highlights several reasons for student difficulties in general studies, including mismatched course content, perceived irrelevance, inadequate teaching methods, and limited academic support (Johnson & Clarke, 2019; Ahmed & Garba, 2021). For instance, students focused on mathematical and analytical skills may find subjects like environmental studies or communication less engaging, as they may not immediately see the connection to their primary field (Brown & Thomas, 2019). This lack of perceived relevance can result in disengagement and lower academic achievement. According to Chukwuemeka (2018), when students do not see the value in a course, they are less likely to invest the time and effort required to succeed, contributing to a higher incidence of course failures.

Addressing this issue requires a comprehensive understanding of the specific academic, social, and psychological factors that contribute to student failure in these courses. An analysis of students' attitudes, course structure, teaching strategies, and departmental policies may reveal gaps that, when filled, could enhance student performance and reduce failure rates. This study, therefore, aims to investigate these contributing factors within the context of the Statistics Department at Jigawa State, with the goal of identifying actionable strategies to improve students' success in general studies courses (Ogunlade & Adeyemi, 2020).


1.3 Aim and Objectives of the Study

The aim of this study is to investigate the causes and patterns of student failure in general studies courses within the Statistics Department at Jigawa State and to recommend strategies for improvement. The primary objectives of this project are:

  1.  To identify the average student failure on general study courses
  2. To fit a linear model on number of failure cases
  3. Predict average% student failure on general study courses for 2024 and 2025

1.4 Research Hypotheses

To guide this study, the following hypotheses are proposed:

  1. There is a statistically significant relationship between course difficulty in general studies and student failure rates in the Statistics Department.
  2. Student attitudes toward general studies courses significantly influence their academic performance.

1.5 Significance of the Study

The findings of this study will be beneficial to the Statistics Department at Jigawa State by highlighting the root causes of high failure rates in general studies courses. This understanding will enable educators to develop targeted interventions aimed at supporting students, improving their performance, and reducing failure rates. Additionally, the study will provide a basis for curriculum adjustments and teaching strategies that better align with the needs of statistics students. The findings may also serve as a reference for other departments and institutions facing similar challenges.


1.6 Scope and Limitation of the Study

This study will focus on students in the Statistics Department at Jigawa State, specifically analyzing their performance in general studies courses over the last five academic years. While the study will provide insights into the challenges and causes of failure, limitations may include limited access to complete performance data, potential response bias in surveys, and challenges in capturing the full range of non-academic factors affecting student performance.


1.7 Definition of Terms

General Studies Courses: Courses that are not directly related to a student's major but are included in the curriculum to provide a well-rounded education. These may include courses in the humanities, social sciences, natural sciences, and basic skills.

Academic Performance: A measure of students' success in their coursework, often evaluated through grades, exam results, and overall GPA.

Failure Rate: The percentage of students who do not achieve a passing grade in a specific course or set of courses.

Course Difficulty: The perceived level of challenge a course poses to students, which can impact their engagement and performance.

Interventions: Strategies or programs implemented to improve student outcomes, such as tutoring, advising, and course redesign.


 

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