Naslov
Determinants Of Efficacy Of Studying In Republic Croatia: Comparing Neural Networks And Decision Trees : reserach framework proposition

Autori
Bilal Zorić, Alisa

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the ENTRENOVA -ENTerprise REsearch InNOVAtion Conference / Baćović, Maja ; Milković, Marin ; Pejić Bach, Mirjana ; Peković, Sanja - Zagreb : Udruga za promicanje inovacija i istraživanja u ekonomiji ''IRENET'', 2016, 123-129

Skup
ENTerprise REsearch InNOVAtion Conference

Mjesto i datum
Rovinj, Hrvatska, 08.09.2016. - 09.09.2016

Vrsta sudjelovanja
Ostalo

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
efficacy of studying, education, neural network, decision trees

Sažetak
Rapid technological development and progress lead to the need for better and more efficient education which should prepare the applicant for increasingly flexible labor 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 student’s data and hypothesis will be tested using multivariate statistical methods (multiple regression, 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, goals after study and informations about first employment. Student’s efficacy will be measured by grade point average in college. This research will try to increase our understanding of how different factors influence student’s performance and how student’s efficacy affects the speed and conditions of finding the first employment.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti

POVEZANOST RADA