问卷验证建立ICT技能与学校绩效的关系

O. G. Gutierrez Aguilar, Ygnacio Tomaylla Quispe, Ananí Gutiérrez Aguilar
{"title":"问卷验证建立ICT技能与学校绩效的关系","authors":"O. G. Gutierrez Aguilar, Ygnacio Tomaylla Quispe, Ananí Gutiérrez Aguilar","doi":"10.1109/CONTIE51334.2020.00014","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":244692,"journal":{"name":"2020 3rd International Conference of Inclusive Technology and Education (CONTIE)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Questionnaire validation to establish the relationship between ICT skills and school performance\",\"authors\":\"O. G. Gutierrez Aguilar, Ygnacio Tomaylla Quispe, Ananí Gutiérrez Aguilar\",\"doi\":\"10.1109/CONTIE51334.2020.00014\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":244692,\"journal\":{\"name\":\"2020 3rd International Conference of Inclusive Technology and Education (CONTIE)\",\"volume\":\"12 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 3rd International Conference of Inclusive Technology and Education (CONTIE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CONTIE51334.2020.00014\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 3rd International Conference of Inclusive Technology and Education (CONTIE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CONTIE51334.2020.00014","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本研究的目的是从一个认证和适应过程中验证问卷“员工信息、沟通和技术技能审计问卷-贝德福德斯科特低年级”。本问卷的目的是通过应用项目反应理论(IRT)模型对分级反应的多分项目进行分析,发现谁是足够的,以及在哪些方面需要额外的支持/培训才能充分使用信息通信技术。最初的问卷由九个因素组成,在这项研究中,考虑了三个因素,并增加了与交互式白板(PDI)的使用有关的第四个因素,并由评委进行评估。拟议的版本包括36个项目,并在2014年至2019年期间应用于莫克瓜普通基础教育(EBR)中学四年级的30名学生。莫克瓜是ICT项目的实施地。分析项目的潜在结构,首先使用SPSS进行探索性因子分析,其次使用PLS-SEM方法进行验证性分析,这是第二代多变量方法,称为偏最小二乘法结构方程建模。从项目间的多相关矩阵来看,这4个因素与因变量“学校绩效”有充分的相关性,因此以最大的边际似然度对参数进行估计。根据因子分析的结果,由于模型中的扭曲和行为不充分,从量表中排除了4个项目,导致问卷共28个项目。分析结果表明,量表及其组成部分具有足够的效度和信度特性,具有建立与学校绩效相关关系的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Questionnaire validation to establish the relationship between ICT skills and school performance
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Implementation of Long-Distance Education in the Development or Rural Indigenous Communities Using tangible interfaces for teaching Braille "Manos que hablan": tool for teaching – learning the Mexican Sign Language for children with or without hearing disabilities Design of an interactive system of tangible interfaces to support learning in children with autism A model validation to establish the relationship between teacher performance and student satisfaction
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1