While increasing the equitable participation in computer science (CS) education at schools, most existing studies focus on the acquisition of computational skills and measurements of cognitive skills as the learning outcome. The potential benefits of developing psychosocial attributes in the process of computational learning are of less concern, particularly for the underprivileged youth with Special Educational Needs (SEN) and from low-income family. To improve the inequitable learning in school, the "Project C program" has been developed to integrate computational participation and mentoring scheme through social-cognitive approach for underprivileged youth. The aim of this research is to investigate the psychosocial impact of the program, and examine the interrelation between hope, sense of community, and perceived social support in computational learning. The Project C program was piloted in a special school in Hong Kong under the category of "Schools for Children with Moderate Intellectual Disability," targeting 8th grade students (n = 51) with SEN (i.e., mild autism) living in low-income residential districts, and a self-reported pre/post questionnaire was administered to measure the psychosocial changes before and after the intervention. The findings reveal a statistically significant change in hope, sense of community, and perceived social support through the program, and the relation between sense of community and hope was fully mediated by the perceived social support. Based on the findings, theoretical and practical implications of social-cognitive approach to computational learning are discussed. Copyright © 2023 Springer.

Programming is perceived to be an indispensable type of literacy in the digital era. To effectively promote and implement programming in K–12 education, it is necessary to understand school principals' perception of programming education. This study adopted a mixed methods design to explain principals' understanding, expectations, and support for programming education in primary schools using Theory of Reasoned Action (TRA). In study 1, survey questionnaires were distributed to all principals from public primary schools in Hong Kong. Two hundred and sixty-six principals responded to the survey (response rate = 55.6%). In study 2, a follow-up interview study with 13 principals was conducted to further explore their perception of programming education. The results of study 1 indicated that principals with a better understanding of programming education tend to have clearer expectations of how to implement programming education in their schools, which consequently leads to greater support for the implementation of programming education. In study 2, the thematic analysis further supported the results obtained in study 1. Specifically, the results of study 2 demonstrated that most principals show understanding, expectation, and support for the implementation of programming education, which in turn results in various positive student and teacher outcomes. The results also showed that challenges are inevitable during implementation, principals show capabilities and willingness to adjust their expectation and support to better integrate programming education into their school curricula. Copyright © 2021 Elsevier Ltd. All rights reserved.

Computational thinking (CT) practices have gained increasing importance in primary school education. However, there are few tools to measure primary school students' CT practices that are based on rigorous psychometric approaches. This study developed an operational definition for CT practices by exploring the key dimensions of their composition and, more importantly, developed and validated a generic test tool that can effectively assess students’ CT practices. Items to measure CT practices were developed using the evidence-centered design (ECD) approach. These items prompted students to exhibit behaviors that demonstrated their skills in the four dimensions of CT practice, namely testing and debugging, algorithmic thinking, reusing and remixing, and abstracting and modularizing. A test consisting of these items was administered to 13,956 Grade 4–6 primary school students from 56 public schools in Hong Kong. The data were analyzed based on the item response theory (IRT) approach, together with other psychometric tests. A bi-factor three-parameter logistic model was ultimately adopted for test validation, as it fitted the data better than the corresponding two-parameter and one-parameter logistic models. The results validated the four-dimensional structure of the CT practices test. The reliability, test item characteristics, and CT practice abilities of students are also discussed. Copyright © 2021 Elsevier Ltd. All rights reserved.

This study aimed to explore the principals’ perspectives in terms of their understanding, support and expectation towards programming education among primary schools in Hong Kong. 147 primary school principals (30.2%) responded to the survey. The results indicated that all principals have positive perspectives towards programming education in all three aspects. Their major concern was the competency of teachers in teaching programming. They suggested that more teacher development courses should be provided to address this problem. Copyright © 2019 Central China Normal University.

This study aims to establish a robust measurement to obtain a comprehensive understanding of perceptions of programming education (POPE) of teacher and principal groups. In this study, the POPE scale contains three dimensions: (a) understanding in programming (UP), (b) support for programming (SP), and (c) expectation of programming (EP). Self-reported questionnaires were administrated among 258 teachers and 229 principals. Multigroup analyses were used among the two groups. The results of measurement invariance tests show that configural and metric invariance are fully supported, and scalar invariance is partially supported, suggesting the factor structures, loadings, and most item intercepts of the POPE scale are equivalent across the groups examined. Implications of the study are discussed.
[Copyright of Journal of Psychoeducational Assessment is the property of SAGE Publications. Full article may be available at the publisher's website:
http://dx.doi.org/10.1177/0734282918787670]

Schools around the globe increasingly realized the importance of technology and its application in the education system. To guarantee a successful educational innovation, schools seek out different parties for valuable opinions. Among them, parents are the important feedback providers, because their attitudes are influential on children's academic performance. Moreover, their involvement and support are considered the key factor that facilitates an effective implementation of programming education at schools. This study aimed at developing and validating an instrument measuring parents' perceptions of programming education among P-12 schools in Hong Kong. We propose that parents; perceptions of programming education is a multidimensional construct which constitutes (a) understanding, (b) support, and (c) expectation. In total, 524 questionnaires were collected from the parents who attended programming workshops and seminars. Exploratory factor analysis shows evidence for the three-dimensional construct. Confirmatory factor analysis reconfirms the measurement structure. Implications of the study are discussed.
[Copyright of Journal of Educational Computing Research is the property of SAGE Publications. Full article may be available at the publisher's website:
http://dx.doi.org/10.1177/0735633118783182]

As digital technology is increasingly a part of all sectors of society, educational approaches must be developed in order to nurture students’ ability to see the world through a computational lens. One way to achieve this goal is to promote Computational Thinking (CT) for young learners. The CoolThink@JC project is a four-year curriculum pilot designed to integrate CT into Hong Kong upper-primary level schools. The CoolThink framework for curriculum development is structured around computational concepts, practices and perspectives adapted from the framework of Brennan and Resnick (2012). This adapted framework motivated the choice of learning activities for CoolThink. This paper focuses on one aspect of that framework, namely computational practices. Here, we describe how activities in the CoolThink curriculum can promote the computational practices highlighted by the framework.
[Copyright © 2017 The Hong Kong Jockey Club.]