Purpose: The purpose of this study is to propose a research model based on the stimulus-organism-response (S-O-R) model to test whether network externality, gamification and media richness as environmental feature antecedents to learners' learning engagement (LE) can affect their continuance intention of massive open online courses (MOOCs).…

Pornography consumption at a young age may pose a threat for sexual health, due to the presence of aggression and the degradation of women. Sexuality education is viewed as a way to mitigate the effects of inadequate information and counteract certain tendencies that may be learned from pornography. This study involved a systematic review of…

Crowdsourcing is an emerging web-enabled method to gain external expertise and ideas on tasks or projects. Mass contributions from the crowd are the key to the success and effectiveness of crowdsourcing. University students are important potential users and promising sources of contributions in the crowdsourcing context. However, little is known…

Integrating Information and Communication Technologies (ICT) for meaningful constructivist instruction has become essential in teacher education. This study investigated preservice teachers' intention to integrate ICT for constructivist learning from the perspectives of their Internet epistemic beliefs (IEB) and Internet-based learning…

The current research develops and tests a modified TPB model explaining how restaurant entrepreneurship education (EE) influences graduating hospitality students' intentions (EI) to start a restaurant business. A total of 283 graduating hospitality students in Taiwan responded to the survey, and the structural equation modeling based on partial…

Citizen science is a key approach in scientific research that involves crowdsourced data collection for environmental monitoring and conservation. Participants in citizen science can gain scientific knowledge, change their pro-environmental attitude and behavior. Taiwan Roadkill Observation Network (TaiRON) was founded in 2011 and has a community…

Readiness for change is a multi-dimensional, multi-level, multifaceted construct. Readiness is arguably one of the most important factors involved in individuals' initial support for change initiatives. Organizational readiness for change is a critical precursor to successful change implementation. There is voluminous literature on organizational…

As artificial intelligence (AI) technology rapidly develops and is deployed, students increasingly need to understand and learn AI-related skills for future employment. This study investigates how students' AI learning anxiety and AI job replacement anxiety affect intrinsic/extrinsic learning motivations and subsequent AI learning intention. The…

This study examined two mediators of university students' behavioural intention to use digital platforms in the context of science service learning in Taiwanese universities. Based on the technology acceptance model (TAM), we proposed two cognitive variables as antecedents, self-efficacy and science trust, to verify their influences on students'…

Student evaluation of teaching (SET), a major tool for assessing teaching quality in higher education is a crucial research topic. Among 13 studies published about online peer SET in "Assessment & Evaluation in Higher Education" over the past two decades, ease of use, clarity and helpfulness of SET information were repeatedly tested.…

While past technology acceptance studies focus on organization readiness, little is known about the acceptance behavior under sudden institutional coercive pressure. Against COVID-19 and distance teaching, this study explores the relationship between digital transformation readiness, adoption intention, digital transformation success, and sudden…

Examining the blended learning (b-learning) acceptance is not a new research topic, and it has been tackled by many scholars. Nevertheless, the analysis of information systems (IS) models that are used to study the acceptance of b-learning is regarded as a topic of great importance. To examine these models and afford scholars a holistic view of…

A review of the literature shows that much academic effort has been expended studying information system usage and information technology adoption. However, these theories/models based on psychological research are not specific to the virtual reality context and may not fully capture the nature of virtual reality-based learning system (VR-BLS)…

Using a mixed methods approach and based on the theory of planned behaviour, the present study investigated the factors determining the entrepreneurial intention (EI) of media designers in Taiwan. In Study 1, eight media design entrepreneurs were invited to join focus group discussions. The results revealed that entrepreneurial attitude,…

This study draws on the Theory of Planned Behavior to empirically examine the relationships between attitude toward behavior, subjective norm, and perceived behavioral control and university students' social entrepreneurial intentions, while also examining the moderating roles of entrepreneurship education and academic major. Through multiple…