Learning analytics of blended learning in higher education, 2019

13. 05. 2022

Authors of Research: Damijana Keržič, Faculty of Public Administration, University of Ljubljana


Year of Research: 2019

Keywords: blended learning, organizational performance, student performance, learning analytics

Blended learning is becoming ubiquitous in higher education. It combines traditional face-to-face teaching and online learning that typically takes place in learning management systems which store all student interactions with the system in their log files. In addition to this data, education institutions store various electronic student datasets and survey responses. Learning analytics involves collection, analysis and mining of education data to better understand the learning process and obtain information that can inform decision-making with regard to enhancing student success. The purpose of the research is to improve the understanding of the blended learning process in higher education with the aim of identifying the factors that significantly influence student work in the online classroom, and determining activities that are most associated with student final performance. The empirical part presents two frequent learning analytics approaches carried out with open source software. The calculations were based on education data from various sources of the Faculty of Public Administration. Education data mining examined the predictive effectiveness of various models of predicting student final (non)performance based on their activity in the online classroom and predispositions (learning approach, previous performance).

Keržič, D. (2022). Learning analytics of blended learning in higher education, 2019 [Data file]. Ljubljana: Univerza v Ljubljani = University of Ljubljana, Slovenian Social Science Data Archives (ADP). ADP - IDNo: AKU19. https://doi.org/10.17898/ADP_AKU19_V1

Tags: aku19 nova raziskava raziskava učenje

News Tags

ADP [206]raziskava [174]nova2021 [30]nova2010 [21]podatki [21]nova2009 [15]nova2018 [15]nova2013 [14]raziskave [14]nova2017 [13]nova2015 [12]nova2014 [11]nova2019 [11]nova2012 [9]nova2016 [9]novo [9]dogodek [8]nova2020 [8]nova2022 [8]izobraževanje [7]nova2011 [7]razpis [7]cessda [6]novica [6]predavanje [6]nova [5]odprti [5]poziv [5]SSHOC [5]uporabniki [5]usposabljanje [5]2015 [4]delavnice [4]FAIR [4]klinar [4]odprta znanost [4]OpenAIRE [4]spletni seminar [4]statistika [4]vodič [4]2012 [3]blog [3]ess [3]GDPR [3]odprti dostop [3]UKDA [3]2011 [2]anonimizacija [2]ckz [2]članki [2]ctk [2]dwb [2]gesis [2]gradiva [2]IASSIST [2]Klinarjev [2]kvalitativno raziskovanje [2]nagrada [2]Nesstar [2]obvestilo [2]odpp10 [2]odprti podatki [2]open science [2]poročilo [2]projekt [2]publikacije [2]raziskovalci [2]RDA [2]sistory [2]sklad [2]Slovenija [2]učbenik [2]učenje [2]webinar [2]2013 [1]2017 [1]20letnica [1]ADS [1]akademiki [1]akcijski načrt [1]aku19 [1]altmetric ambassadors [1]anketa [1]arhiv [1]citiranje [1]coordinate [1]covid [1]covid-19 [1]CRONOS [1]crowdfunding [1]CSES [1]DANS [1]delavnica [1]delo [1]EOSC [1]etnične manjšine [1]Evropska komisija [1]Excel [1]financiranje [1]forum [1]Foster [1]humanistične vede [1]ICPSR [1]igra [1]informacije [1]iskanje podatkov [1]knjiga [1]koda [1]komercialne storitve [1]labour force survey [1]logistična [1]LREC [1]manjšine [1]mednarodna [1]MethodsNews [1]MIZŠ [1]mladina [1]množično financiranje [1]MS [1]nagrade [1]NCRM [1]nova raziskava [1]novost [1]NRRP [1]objava [1]odprt dostop [1]open access [1]orodje [1]panel [1]Pionirji družboslovnih raziskav [1]podaki [1]pomoč [1]popisi [1]posnetek [1]prazniki [1]prezentacija [1]priseljenci [1]program [1]raziskovalni podatki [1]raziskovanje [1]razvnanje s podatki [1]RDA Europe [1]registracija [1]regresija [1]repozitorij [1]sekundarna raba [1]seminar [1]SERSCIDA [1]simpozij [1]Slovenia [1]sociologija [1]splet [1]spletna konferenca [1]spolne vrednote [1]štipendija [1]štipendije [1]študija [1]študije [1]subvencija [1]SURS [1]TRIPLE [1]učna gradiva [1]učna vsebina [1]učne vsebine [1]UK Data [1]UK Data Service [1]UKDS [1]uporabniki podatkov [1]urnik [1]vlada rs [1]vozlišče [1]vprašalnik [1]zakon [1]zbiranje denarja [1]zbornik [1]Združeno kraljestvo [1]znanost [1]
UNI-FDVCESSDA coretrust_logo RDA_Node
ADP is part of the Social Sciences Research Institute of the Faculty of Social Sciences. The Slovenian Research Agency provides funding of the ADP within the infrastructure program "Network of Research and Infrastructural Centres" The ADP is a member of the umbrella organization of the European Social Science Data Archives CESSDA ERIC. © ADP (ISSN 2385-9415) | 1997 - 2017 | arhiv.podatkov@fdv.uni-lj.si