TY - GEN
T1 - Questionnaire validation to establish the relationship between ICT skills and school performance
AU - Gutierrez Aguilar, Olger
AU - Tomaylla Quispe, Ygnacio
AU - Gutierrez Aguilar, Anani
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/10
Y1 - 2020/10
N2 - The study purpose was to validate from a homologation and adaptation process, the questionnaire "Staff Information, Communication and Technology Skills Audit Questionnaire - Scott Lower School Bedford". The objective of this questionnaire is to discover who is sufficient and in what kind of aspect needs additional support/training for an adequate ICT use, through the application of the Item Response Theory (IRT) model for polytomical items of graduated response. The original questionnaire consists on nine factors, for this study, three have been considered and a fourth has been added related to the use of Interactive Whiteboards (PDI) and was evaluated by the judges. The proposed version consists of 36 items and was applied to 30 students from the fourth grade of secondary school of the Regular Basic Education (EBR), in Moquegua, where the ICT project was carried out, between 2014 - 2019. The latent structure of the items was analyzed, firstly, applying the exploratory factorial analysis through SPSS, secondly, for the confirmatory analysis the PLS-SEM methodology was used, which is a second generation multivariate method called Structural Equation Modeling with Partial Least Squares. Regarding the matrix of poly-correlationships between items, it is indicated that the 4 factors correlate adequately with the dependent variable - School Performance, thus the estimation of the parameters was carried out with the maximum marginal plausibility. Based on the results of the factor analysis, 4 items were excluded from the scale, this due to the distortion and inadequate behavior in the model, resulting in a questionnaire of 28 items. The results revealed in the analyses that the scale and its components presented adequate properties of validity and reliability and the feasibility of establishing a correlation with School Performance.
AB - The study purpose was to validate from a homologation and adaptation process, the questionnaire "Staff Information, Communication and Technology Skills Audit Questionnaire - Scott Lower School Bedford". The objective of this questionnaire is to discover who is sufficient and in what kind of aspect needs additional support/training for an adequate ICT use, through the application of the Item Response Theory (IRT) model for polytomical items of graduated response. The original questionnaire consists on nine factors, for this study, three have been considered and a fourth has been added related to the use of Interactive Whiteboards (PDI) and was evaluated by the judges. The proposed version consists of 36 items and was applied to 30 students from the fourth grade of secondary school of the Regular Basic Education (EBR), in Moquegua, where the ICT project was carried out, between 2014 - 2019. The latent structure of the items was analyzed, firstly, applying the exploratory factorial analysis through SPSS, secondly, for the confirmatory analysis the PLS-SEM methodology was used, which is a second generation multivariate method called Structural Equation Modeling with Partial Least Squares. Regarding the matrix of poly-correlationships between items, it is indicated that the 4 factors correlate adequately with the dependent variable - School Performance, thus the estimation of the parameters was carried out with the maximum marginal plausibility. Based on the results of the factor analysis, 4 items were excluded from the scale, this due to the distortion and inadequate behavior in the model, resulting in a questionnaire of 28 items. The results revealed in the analyses that the scale and its components presented adequate properties of validity and reliability and the feasibility of establishing a correlation with School Performance.
KW - Digital Competences
KW - ICT Project Moquegua
KW - ICT Skills
KW - PLS-SEM
KW - School Performance
UR - http://www.scopus.com/inward/record.url?scp=85105506114&partnerID=8YFLogxK
U2 - 10.1109/CONTIE51334.2020.00014
DO - 10.1109/CONTIE51334.2020.00014
M3 - Conference contribution
AN - SCOPUS:85105506114
T3 - Proceedings - 2020 3rd International Conference of Inclusive Technology and Education, CONTIE 2020
SP - 28
EP - 34
BT - Proceedings - 2020 3rd International Conference of Inclusive Technology and Education, CONTIE 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd International Conference of Inclusive Technology and Education, CONTIE 2020
Y2 - 28 October 2020 through 30 October 2020
ER -