Accuracy and bias of ICT self-efficacy: An empirical study into students' over- and underestimation of their ICT competences

被引:63
作者
Aesaert, Koen [1 ]
Voogt, Joke [2 ]
Kuiper, Els [2 ]
van Braak, Johan [1 ]
机构
[1] Univ Ghent, Dept Educ Studies, Henri Dunantlaan 2, B-9000 Ghent, Belgium
[2] Univ Amsterdam, Dept Educ Sci, Nieuwe Achtergracht 127, NL-1001 NG Amsterdam, Netherlands
关键词
ICT self-efficacy; Bias; Accuracy; Primary education; ICT competences; GENDER-DIFFERENCES; COMPUTER ANXIETY; INTERNET SKILLS; INFORMATION; EDUCATION; BELIEFS; PERFORMANCE; MULTILEVEL; ACHIEVEMENT; CALIBRATION;
D O I
10.1016/j.chb.2017.05.010
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Most studies on the assessment of ICT competences use measures of ICT self-efficacy. These studies are often accused that they suffer from self-reported bias, i.e. students can over- and/or underestimate their ICT competences. As such, taking bias and accuracy of ICT self-efficacy into account, would improve the validity of these studies and the predictive power of the ICT self-efficacy measures used. Consequently, the general aim of this study is twofold. First, to explore the degree to which primary school students are under- and/or overestimating their ability in digital information processing and communication. Second, to identify student characteristics that are possibly related to the accuracy of ICT self-efficacy. Information on accuracy and bias of ICT self-efficacy was gathered by comparing students' results on an ICT self-efficacy scale and a performance based ICT competence test. Both instruments were administered to 378 sixth grade students from 58 primary schools in Flanders (the Dutch speaking part of Belgium). Information on the explanatory student characteristics was gathered through a questionnaire that was administered to the same students. The results indicate that primary school students make relatively accurate and positively biased judgments about their ability in digital information processing and communication. Further, the results indicate that primary school students' actual ICT competences and previous ICT experience are related to their accuracy of ICT self-efficacy. As this study is one of the first to investigate primary school students' accuracy and bias of ICT self-efficacy and to identify potential explanatory variables, it provides new insights into the nature of ICT self-efficacy. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:92 / 102
页数:11
相关论文
共 71 条
[1]   The contribution of pupil, classroom and school level characteristics to primary school pupils' ICT competences: A performance-based approach [J].
Aesaert, Koen ;
Van Nijlen, Daniel ;
Vanderlinde, Ruben ;
Tondeur, Jo ;
Devlieger, Ines ;
van Braak, Johan .
COMPUTERS & EDUCATION, 2015, 87 :55-69
[2]   Exploring factors related to primary school pupils' ICT self-efficacy: A multilevel approach [J].
Aesaert, Koen ;
van Braak, Johan .
COMPUTERS IN HUMAN BEHAVIOR, 2014, 41 :327-341
[3]   Direct measures of digital information processing and communication skills in primary education: Using item response theory for the development and validation of an ICT competence scale [J].
Aesaert, Koen ;
van Nijlen, Daniel ;
Vanderlinde, Ruben ;
van Braak, Johan .
COMPUTERS & EDUCATION, 2014, 76 :168-181
[4]   The content of educational technology curricula: a cross-curricular state of the art [J].
Aesaert, Koen ;
Vanderlinde, Ruben ;
Tondeur, Jo ;
van Braak, Johan .
ETR&D-EDUCATIONAL TECHNOLOGY RESEARCH AND DEVELOPMENT, 2013, 61 (01) :131-151
[5]   Research report: The evolving relationship between general and specific computer self-efficacy - An empirical assessment [J].
Agarwal, R ;
Sambamurthy, V ;
Stair, RM .
INFORMATION SYSTEMS RESEARCH, 2000, 11 (04) :418-430
[6]  
[Anonymous], 2012, MULTILEVEL ANAL INTR
[7]  
[Anonymous], 1996, AM PSYCHOL ASS, DOI DOI 10.1037/10213-000
[8]  
[Anonymous], 2006, SELF EFFICACY BELIEF
[9]   SELF-EFFICACY - TOWARD A UNIFYING THEORY OF BEHAVIORAL CHANGE [J].
BANDURA, A .
PSYCHOLOGICAL REVIEW, 1977, 84 (02) :191-215
[10]  
Bandura A., 1986, Social foundations of thought and action: A social cognitive theory, V1, DOI DOI 10.5465/AMR.1987.4306538