Among science subjects, gender disparities are most evident in information and communication technology (ICT). Researchers have suggested that science identification plays a key role in motivating young females to pursue the study and work of science. However, few studies have comprehensively examined the constituting components of ICT identity and its influencing factors from a person-centered perspective. By adopting an explanatory mixed methods design, this study uncovers ICT identity profiles using nine components derived from the literature and examines their influence on the intention to further study and work in the ICT field among female high school students. The sample included 821 female high school students from 13 schools in Hong Kong who completed a self-report questionnaire. Twenty of them were invited for a follow-up semi-structured interview. The result of the latent profile analysis reveals five ICT identity profiles based on differences in the levels of the nine components. Both quantitative and qualitative data analyses indicate that the higher the level of ICT identity is, the more likely female students are to choose to study and work in ICT. Furthermore, adolescent females with low levels of gender stereotypic beliefs and high degrees of parental and peer support are more likely to belong to the highest level of the ICT identity profile, namely, the ICT person profile. In particular, female high school students with the ICT person profile report even stronger intentions to study ICT when they are clear about career prospects, whereas those with the average ICT identity profile display stronger intentions to work in the ICT industry when they have high expectations of career success. The practical implications for ICT education are discussed. Copyright © 2023 Elsevier.

Purpose: The purpose of this study is to examine students' perception of mobile technology adoption for library service apps as a lens to explore the factors affecting mobile learning in higher education. Design/methodology/approach: With the data collected from university students from Hong Kong and Japan, the authors conducted a comparative study for gaining a better understanding of students' perceptions toward adopting mobile apps as learning tools and other socio-cultural factors affecting such adoption. In particular, the authors derive alternative models from our analysis (benchmarked on technology acceptance model and unified theory of acceptance and use of technology) for a better explanation of the formation of the intentions, and, more importantly, cultural factors would affect such formation, as informed by the Hofstede Cultural Dimensions. Findings: The findings are valuable for enhancing the effectiveness and adoption of mobile services for teaching and learning purposes in the context of higher education, as the focus of promotion of services should be tailored to the different student expectations in different regions, e.g. mainly performance expectancy in Japan versus in Hong Kong facilitating condition, performance expectancy and perceived usefulness altogether. Originality/value: Defined as contributing to the development of learning assistance, mobile technology for library use and information access have become a significant issue raised in many higher educational institutions over the world, as the characteristics of mobile technology, such as portability and mobility, strengthen its possible use in education. However, scant research has been done in understanding the perception of mobile library use and factors affecting the behavioral intentions through the use of mobile technologies in Hong Kong and most Asian countries have not been sufficiently studied. Copyright © 2021 Emerald .