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Governments worldwide have been trying to direct more students towards STEM specialty areas, but the number of students majoring in STEM and seeking a STEM career path is not proportional to their efforts. Additionally, the COVID-19 pandemic has brought to the surface the unrealistic expectations and false assumptions held by the general public about STEM fields. These have mainly been shaped by the “T” in the acronym, substituting technology for science. This brief urges for a policy shift in STEM and science education to reveal the true nature of science, emphasizing that science is not about providing definite answers nor granting miraculous solutions but about creating and disseminating knowledge based on the most accurate outcome informed by empirical evidence. Such a policy change will have a dual effect. First, it will ensure students authentically appreciate the nature of science, serve as agents of scientific thinking and reasoning within their communities, and become more oriented towards STEM majors. Secondly, this policy shift will prompt more realistic expectations and valid assumptions about science for the general public, which will help reduce public confusion and uncertainty, specifically at times of pandemics or emergencies.

In a technological era driven by coding, programming and artificial intelligence (AI), there is more need than ever to develop computing skills and knowledge for non-specialist students. Nonetheless, the literature on computer science teaching methods of non-scientific majors is not as comprehensive as that of scientific ones.

Pedagogically, the authors designed and implemented prototyping from John Dewey's pragmatic epistemological lens. Using a mixed methods approach, the authors tested the effectiveness and efficiency of this approach within the same course over four semesters across four academic years.

As an epistemological pedagogic device, prototyping facilitated learning by doing and experimenting and stimulated graduate students' self-directed learning, engagement and their overall ownership of the learning and teaching process, changing their role from being merely passive recipients of “strange, awkward and unfamiliar” knowledge to active constructors of “relevant and exciting” content knowledge. Such a change was reflected in the significant progress students made, driven by their commitment, motivation and enthusiasm, irrespective of their prior knowledge and age (Generations X, Y and Z). Prototyping also served as an avenue for a “Deweyian Reflection”, where graduate students, after internalizing the acquired computing skills and knowledge, started transferring such skills and knowledge to their professions (journalism and public relations (PR)) and daily practices.

Findings from this study will add to the literature review on this subject matter and will inform future case studies in computer science education for graduate students from non-scientific backgrounds.

This paper reveals that learning by doing/experimenting needs to be accompanied by in-depth reflection to enable students to transfer the acquired knowledge and skills to other settings and contexts beyond that of the lesson, task, or project in hand.

There is little research published on introductory programming courses offered to non-specialized students (i.e. students from non-scientific backgrounds). This study contributes to the body of research on how to effectively engage these students in programming courses informed by John Dewey's pragmatic lens/epistemological lens.

The purpose of this paper is to explore external factors: organization technical support, organization administrative support, organization infrastructure and resources, and organization ICT policy’s effect on the commitment in use of technology among the faculty staff Hail university, Saudi Arabia.

A cross-sectional survey approach was used to collect data. A sample of 300 fulltime employees, having administrative and teaching responsibilities participated using a self-completion questionnaire. The data were analyzed using exploratory factor analysis (EFA), correlation and multiple regressions to determine the impact of external factors on the commitment in use of technology.

Overall, the results provided evidence that organization technical support, organization administrative support, and organization infrastructure and resources have a significant positive impact on the commitment in use of technology. However, organization ICT policy has an insignificant negative impact on the commitment in use of technology. The findings could be generalized on other public sector universities of the Kingdom of Saudi Arabia.

The data were collected from one public sector university of Hail province, the Kingdom of Saudi Arabia. Only four external factors were taken into consideration in investigating its influence on the commitment in use of technology. There could be other external/environmental factors which might be useful to underpin the theory and advance literature.

In-service and trainee faculties should take an advantage of using learning management system. Faculty should create a positive learning environment in their online classes so the learners can take a benefit out of the immense investment on ICT by ministry of higher education. Apart from giving training to teaching staff in use of technology, learners should also be given a platform to increase and improve their digital literacy. Workshops can be conducted frequently for both faculties and learners. Faculty can offer additional and out of the class support to their reluctant and weak students in order to assist them in the use of technology.

Technology integration after COVID-19 outbreak has significantly changed the education sector throughout the world. The use of technology now is unavoidable at primary, secondary and at tertiary level. This study provides an exclusive viewpoint concerning the external/environmental evidence based findings that have not been investigated empirically in the Saudi Arabian context. The current study also provides statistically a theoretical five-component model to understand the phenomena in the field of information communication technology.

Country of origin is a well-studied topic for developed countries that have a favourable image. However, how country of origin image affects the consumers of an emerging country on a frontier market with high uncertainty avoidance still needs to be shed light. Therefore, this study investigated the relationship of country of origin image with consumer purchase intention through consumer uncertainty. The study further explored the conditional effect of brand image between country of origin and consumer uncertainty.

The data for this study was collected from 400 Pakistani consumers. As this study assessed purchase intentions and consumer uncertainty related to high technology products of China, therefore, the consumers of the Huawei brand were selected.

The findings revealed a negative influence of country of origin image on consumer purchase intentions both directly and indirectly through consumer uncertainty. Furthermore, the positive brand image of high tech products was found to moderate the effect of country of origin image on consumer uncertainty.

This study is the first of its kind that explores the intervening role of consumer uncertainty between country of origin image and consumer purchase intention in an emerging market. In addition, the study highlights the importance of strong brand image as it buffers consumer uncertainty because of stereotypes.