NotesFAQContact Us
Collection
Advanced
Search Tips
Publication Date
In 20250
Since 20240
Since 2021 (last 5 years)0
Since 2016 (last 10 years)1
Since 2006 (last 20 years)1
Descriptor
Achievement Tests1
Artificial Intelligence1
Epistemology1
Foreign Countries1
Inquiry1
International Assessment1
Networks1
Predictor Variables1
Regression (Statistics)1
Science Achievement1
Science Instruction1
Scientific Literacy1
Secondary School Students1
Success1
Test Anxiety1
Time on Task1
More ▼
Source
International Journal of…1
Author
Aybek, Eren Can1
Bozak, Ali1
Publication Type
Journal Articles1
Reports - Research1
Education Level
Secondary Education1
Audience
Location
Turkey1
Laws, Policies, & Programs
Assessments and Surveys
Program for International…1
What Works Clearinghouse Rating
Showing one result Save | Export
Comparison of Artificial Neural Networks and Logistic Regression Analysis in PISA Science Literacy Success Prediction
Peer reviewed Peer reviewed
PDF on ERIC Download full text
Bozak, Ali; Aybek, Eren Can – International Journal of Contemporary Educational Research, 2020
The present study aims to determine which analysis technique-Artificial Neural Networks (ANNs) or Logistic Regression (LR) Analysis-is better at predicting the science literacy success of the 15-year Turkish students who participated in PISA research carried out in 2015 by using learning time spent on science, test anxiety, environmental…
Descriptors: Artificial Intelligence, Networks, Regression (Statistics), Achievement Tests