Determinants of Efficacy of Studying in the Republic Croatia - Comparing Neural Networks and Decision Trees: Research Framework Proposition

7 Pages Posted: 20 Nov 2018

See all articles by Alisa Bilal Zorić

Alisa Bilal Zorić

Faculty for Commercial and Business Sciences (FCBS); University of Applied Sciences Baltazar

Date Written: September 8, 2016

Abstract

Rapid technological development and progress lead to the need for better and more efficient education which should prepare the applicant for increasingly flexible labour market. The goal of this research is to create models for prediction of student’s efficacy, compare them, find the key factors that contribute to more efficient studying in the Republic of Croatia, and finally determine how efficient studying is related to first employment. Models will be based on students’ data and hypothesis will be tested using multivariate statistical methods (multiple regressions, Cronbach’s alpha), decision trees and neural networks. Data will be collected by structured questionnaire and will consist of demographic and economic data, information about previous education, attitudes towards learning, and goals after completing studies and information about the first employment. Students’ efficacy will be measured by grade point average in college. This research will try to increase our understanding of how different factors influence students’ performance and how students’ efficacy affects the speed and conditions of finding the first employment.

Keywords: efficacy of studying, education, neural network, decision trees

JEL Classification: I23, C45

Suggested Citation

Bilal Zorić, Alisa, Determinants of Efficacy of Studying in the Republic Croatia - Comparing Neural Networks and Decision Trees: Research Framework Proposition (September 8, 2016). 2016 ENTRENOVA Conference Proceedings. Available at SSRN: https://ssrn.com/abstract=3282283

Alisa Bilal Zorić (Contact Author)

Faculty for Commercial and Business Sciences (FCBS) ( email )

Celje
Slovenia

University of Applied Sciences Baltazar ( email )

Croatia

Here is the Coronavirus
related research on SSRN

Paper statistics

Downloads
7
Abstract Views
104
PlumX Metrics