TY - GEN
T1 - Key factors for the success of e-learning in high school students in times of Covid-19
AU - Chicana-Huanca, Sandra
AU - Sharmila, Cano Villafuerte
AU - Gutierrez-Aguilar, Olger
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - The purpose of the study was to determine the level of influence exerted by the key factors for the success of e-learning, such as computer anxiety, the Collaboration quality, the Information quality, the service quality, the system quality and the use of computer systems, using the level of expert on the Web as a mediating variable and, as a dependent variable, the satisfaction perceived by the user in times of pandemic as a consequence of Covid-19. The applied methodology comprises two phases, firstly, an exploratory factor analysis using the IBM-SPSS, to determine the correct adaptation of the factors with their corresponding items in the instrument for data collection, secondly, it was performed In the confirmatory analysis, for the validation of the proposed structural model and to establish the relationships of the factors proposed in the model, the PLS-SEM methodology, Modeling of Structural Equations with Partial Least Squares, was used. The model was validated with a sample of 271 students from the 3rd to the 5th year of high-school education from a public educational institution in the Moquegua region of Peru. The study came to determine that there are different levels of influence exerted by the key factors for the success of e-learning, in the satisfaction perceived by the user, said influence is explained by 64.6%, considering the R2 statistic, being the most influential factors the Information quality and the quality of the collaboration.
AB - The purpose of the study was to determine the level of influence exerted by the key factors for the success of e-learning, such as computer anxiety, the Collaboration quality, the Information quality, the service quality, the system quality and the use of computer systems, using the level of expert on the Web as a mediating variable and, as a dependent variable, the satisfaction perceived by the user in times of pandemic as a consequence of Covid-19. The applied methodology comprises two phases, firstly, an exploratory factor analysis using the IBM-SPSS, to determine the correct adaptation of the factors with their corresponding items in the instrument for data collection, secondly, it was performed In the confirmatory analysis, for the validation of the proposed structural model and to establish the relationships of the factors proposed in the model, the PLS-SEM methodology, Modeling of Structural Equations with Partial Least Squares, was used. The model was validated with a sample of 271 students from the 3rd to the 5th year of high-school education from a public educational institution in the Moquegua region of Peru. The study came to determine that there are different levels of influence exerted by the key factors for the success of e-learning, in the satisfaction perceived by the user, said influence is explained by 64.6%, considering the R2 statistic, being the most influential factors the Information quality and the quality of the collaboration.
KW - collaboration quality
KW - computer anxiety
KW - Covid-19
KW - information quality
KW - perceived satisfaction
KW - PLS-SEM
KW - service quality
KW - system quality
UR - http://www.scopus.com/inward/record.url?scp=85127211181&partnerID=8YFLogxK
U2 - 10.1109/LACLO54177.2021.00047
DO - 10.1109/LACLO54177.2021.00047
M3 - Conference contribution
AN - SCOPUS:85127211181
T3 - Proceedings - 2021 16th Latin American Conference on Learning Technologies, LACLO 2021
SP - 383
EP - 388
BT - Proceedings - 2021 16th Latin American Conference on Learning Technologies, LACLO 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th Latin American Conference on Learning Technologies, LACLO 2021
Y2 - 19 October 2021 through 21 October 2021
ER -