MULTIPLE LINEAR REGRESSION OF FACTORS INFLUENCING FEMALE ENGINEERING STUDENTS’ SATISFACTION: AN APPLICATION IN SAUDI ARABIA

Students are the most significant stakeholders in any educational institution as they play a pivotal role in education. Since they are directly impacted by the quality of education in the institution, they can provide valuable insights for improving teaching methods, curriculum design, and institutional policies. Their growth and success will contribute to the development of the overall society. This research aims to model the relationship between teaching quality, assessments and facilities, practical sessions, and engineering student satisfaction using multiple regression analyses. The data was collected based on a survey prepared by the College of Engineering - girls’ campus at Saudi University. The sample analyzed in this study consisted of 5577 cases. The results show that teaching quality, practical sessions, assessments, and facilities significantly influence engineering student satisfaction (P-value < 0.05). The coefficient of determination is 0.66 indicating that the independent variables could explain 66%. The remaining 34% required further investigations.

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Publication Details

Journal
Advances and Applications in Statistics
Published
2024-10-18
DOI
https://doi.org/10.17654/0972361724078
Primary Topic
Socioeconomic Development in MENA
Type
article
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article

MULTIPLE LINEAR REGRESSION OF FACTORS INFLUENCING FEMALE ENGINEERING STUDENTS’ SATISFACTION: AN APPLICATION IN SAUDI ARABIA

Bothinah A. Altaf
Advances and Applications in Statistics
Socioeconomic Development in MENA
article

MULTIPLE LINEAR REGRESSION OF FACTORS INFLUENCING FEMALE ENGINEERING STUDENTS’ SATISFACTION: AN APPLICATION IN SAUDI ARABIA

Bothinah A. Altaf
article en

Abstract

Students are the most significant stakeholders in any educational institution as they play a pivotal role in education. Since they are directly impacted by the quality of education in the institution, they can provide valuable insights for improving teaching methods, curriculum design, and institutional policies. Their growth and success will contribute to the development of the overall society. This research aims to model the relationship between teaching quality, assessments and facilities, practical sessions, and engineering student satisfaction using multiple regression analyses. The data was collected based on a survey prepared by the College of Engineering - girls’ campus at Saudi University. The sample analyzed in this study consisted of 5577 cases. The results show that teaching quality, practical sessions, assessments, and facilities significantly influence engineering student satisfaction (P-value < 0.05). The coefficient of determination is 0.66 indicating that the independent variables could explain 66%. The remaining 34% required further investigations.

Advances and Applications in StatisticsVol. 91(12)
Openalex Percentile: Top 71%
Socioeconomic Development in MENA
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MULTIPLE LINEAR REGRESSION OF FACTORS INFLUENCING FEMALE ENGINEERING STUDENTS’ SATISFACTION: AN APPLICATION IN SAUDI ARABIA — Bothinah A. Altaf · Advances and Applications in Statistics (2024) | TGRS Research Map | TGRS