A MODEL TO PREDICT THE ACADEMIC PERFORMANCE BASED ON REGRESSION ANALYSIS
1 Universitat de València (SPAIN)
2 Universidad Politécnica de Valencia (SPAIN)
About this paper:
Appears in: ICERI2009 Proceedings
Publication year: 2009
Conference name: 2nd International Conference of Education, Research and Innovation
Dates: 16-18 November, 2009
Location: Madrid, Spain
Abstract:A model to predict the academic performance of students from the Universidad de Valencia is obtained based on a previous statistic analysis which detects the most significant factors in the academic performance of junior students from the educational innovation plans (EIP) of the double degree “ADE-Derecho”. The proposed model employs these factors together with other explicative variables. From a 2k experiment without replications, which have detected the significant factors, a linear expression was obtained by means of regression tools.
Keywords: academic performance, predictive model, educational innovation plan, linear.