.png){kind=icon}
返回
Students' privacy concerns in learning analytics: Model development
.png){kind=icon}
OA
AI
DOI：10.1111/bjet.13234.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Understanding students' privacy concerns is an essential first step toward effective privacy-enhancing practices in learning analytics (LA). In this study, we develop and validate a model to explore the students' privacy concerns (SPICE) regarding LA practice in higher education. The SPICE model considers privacy concerns as a central construct between two antecedents-perceived privacy risk and perceived privacy control, and two outcomes-trusting beliefs and non-self-disclosure behaviours. To validate the model, data through an online survey were collected, and 132 students from three Swedish universities participated in the study. Partial least square results show that the model accounts for high variance in privacy concerns, trusting beliefs, and non-self-disclosure behaviours. They also illustrate that students' perceived privacy risk is a firm predictor of their privacy concerns. The students' privacy concerns and perceived privacy risk were found to affect their non-self-disclosure behaviours. Finally, the results show that the students' perceptions of privacy control and privacy risks determine their trusting beliefs. The study results contribute to understand the relationships between students' privacy concerns, trust and non-self-disclosure behaviours in the LA context. A set of relevant implications for LA systems' design and privacy-enhancing practices' development in higher education is offered.
Keyword:
higher education
model development
PLS-SEM
privacy concerns
responsible learning analytics
students
期刊
IF:
8.1
论文数:
5.7K
被引数:
9.6K
机构
引用论文
Relação entre solo e haste sulcadora de semeadora em Latossolo escarificado em diferentes épocasOAAI
.png){kind=icon}
OAAI分享收藏Minimum sample size estimation in PLS-SEM: The inverse square root and gamma-exponential methodsPls-sem中的最小样本量估计: 平方根倒数和伽马指数法
PREAI
分享收藏An extraordinary electrocatalytic reduction of oxygen on gold nanoparticles-electrodeposited gold electrodes金纳米粒子-电沉积金电极上氧的非同寻常的电催化还原
PREAI
分享收藏Occurrence and species distribution of pathogenic Mucorales in unselected soil samples from France
OAAI
OAAI分享收藏
查看更多内容