Predicting academic success in higher education: literature review and best practices

Article Properties
Abstract
Cite
Alyahyan, Eyman, and Dilek Düştegör. “Predicting Academic Success in Higher Education: Literature Review and Best Practices”. International Journal of Educational Technology in Higher Education, vol. 17, no. 1, 2020, https://doi.org/10.1186/s41239-020-0177-7.
Alyahyan, E., & Düştegör, D. (2020). Predicting academic success in higher education: literature review and best practices. International Journal of Educational Technology in Higher Education, 17(1). https://doi.org/10.1186/s41239-020-0177-7
Alyahyan, Eyman, and Dilek Düştegör. “Predicting Academic Success in Higher Education: Literature Review and Best Practices”. International Journal of Educational Technology in Higher Education 17, no. 1 (2020). https://doi.org/10.1186/s41239-020-0177-7.
Alyahyan E, Düştegör D. Predicting academic success in higher education: literature review and best practices. International Journal of Educational Technology in Higher Education. 2020;17(1).
Journal Categories
Education
Education
Special aspects of education
Education
Theory and practice of education
Social Sciences
Technology
Technology (General)
Industrial engineering
Management engineering
Information technology
Refrences
Title Journal Journal Categories Citations Publication Date
Exploring the influences of MOOC design features on student performance and persistence Distance Education
  • Education: Theory and practice of education
  • Education
  • Social Sciences
 27 2019
Predicting student satisfaction and perceived learning within online learning environments Distance Education
  • Education: Theory and practice of education
  • Education
  • Social Sciences
 234 2019
The impact of engineering students' performance in the first three years on their graduation result using educational data mining Heliyon 49 2019
Data Mining Model Performance of Sales Predictive Algorithms Based on Rapidminer Workflows International Journal of Computer Science and Information Technology 9 2018
PREDICTING STUDENT PERFORMANCE OF DIFFERENT REGIONS OF PUNJAB USING CLASSIFICATION TECHNIQUES international journal of advanced research in computer science 11 2018
Citations
Title Journal Journal Categories Citations Publication Date
Impact of social media usage on academic performance of university students: Mediating role of mental health under a cross‐sectional study in Bangladesh

 Health Science Reports
  • Medicine
  • Medicine: Internal medicine: Special situations and conditions: Industrial medicine. Industrial hygiene
  • Medicine: Medicine (General)
 2024
Predicting the impact of internet usage on students’ academic performance using machine learning techniques in Bangladesh perspective Social Network Analysis and Mining
  • Science: Science (General): Cybernetics: Information theory
 2024
Prediction of Academic Success in a Biomedical Sciences Program via a General Knowledge Anatomy Quiz Medical Science Educator
  • Education: Education (General)
 2024
Exploring the relationship between LMS interactions and academic performance: A Learning Cycle approach Computers in Human Behavior
  • Philosophy. Psychology. Religion: Psychology
  • Philosophy. Psychology. Religion: Psychology
  • Philosophy. Psychology. Religion: Psychology
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry
 2024
Expectation management in AI: A framework for understanding stakeholder trust and acceptance of artificial intelligence systems Heliyon 2024
Citations Analysis
Category Category Repetition
Education: Theory and practice of education23
Social Sciences20
Education19
Science: Science (General): Cybernetics: Information theory17
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics15
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks14
Technology: Engineering (General). Civil engineering (General)13
Science: Mathematics: Instruments and machines: Electronic computers. Computer science12
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication12
Technology: Electrical engineering. Electronics. Nuclear engineering10
Science: Mathematics8
Philosophy. Psychology. Religion: Psychology8
Science: Physics8
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry7
Science: Biology (General)5
Science: Chemistry5
Science: Chemistry: General. Including alchemy5
Technology: Technology (General): Industrial engineering. Management engineering5
Technology: Chemical technology5
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials5
Geography. Anthropology. Recreation: Environmental sciences5
Technology: Environmental technology. Sanitary engineering5
Science: Biology (General): Ecology5
Education: Education (General)5
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware4
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software4
Technology: Mechanical engineering and machinery: Renewable energy sources4
Technology: Mechanical engineering and machinery3
Social Sciences: Commerce: Business3
Social Sciences: Commerce: Business: Personnel management. Employment management3
Social Sciences: Sociology (General)2
Social Sciences: Economic theory. Demography: Economics as a science2
Technology: Manufactures: Production management. Operations management2
Technology: Technology (General): Industrial engineering. Management engineering: Information technology2
Science: Science (General)1
Agriculture: Animal culture: Veterinary medicine1
Agriculture: Plant culture1
Agriculture: Animal culture1
Bibliography. Library science. Information resources1
Bibliography. Library science. Information resources: Information resources (General)1
Medicine: Internal medicine: Special situations and conditions: Industrial medicine. Industrial hygiene1
Medicine: Public aspects of medicine1
Social Sciences: Commerce: Business: Industrial psychology1
Education: Special aspects of education1
Social Sciences: Economic theory. Demography: Demography. Population. Vital events1
Social Sciences: Economic theory. Demography1
Fine Arts: Architecture1
Technology: Mechanical engineering and machinery: Control engineering systems. Automatic machinery (General)1
Technology: Technology (General): Industrial engineering. Management engineering: Automation1
Medicine: Medicine (General): Computer applications to medicine. Medical informatics1
Social Sciences: Statistics1
Science: Mathematics: Probabilities. Mathematical statistics1
Science: Mathematics: Instruments and machines1
Medicine: Dentistry1
Science: Science (General): Cybernetics1
Language and Literature: Philology. Linguistics: Communication. Mass media: Oral communication. Speech1
The category Education: Theory and practice of education 23 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Assessment of Students’ Achievements and Competencies in Mathematics Using CART and CART Ensembles and Bagging with Combined Model Improvement by MARS and was published in 2020. The most recent citation comes from a 2024 study titled Using learning analytics in higher education: Assessing students' learning experience in an actuarial science course. This article reached its peak citation in 2023, with 47 citations. It has been cited in 84 different journals, 33% of which are open access. Among related journals, the Education and Information Technologies cited this research the most, with 11 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year