Informatics in Education

At 21st century Computational Thinking (CT) is considered a fundamental skill that anyone should possess and develop from a young age. Serious games and more specifically educational games (EGs) are a promising means of introducing algorithmic thinking and programming concepts and engaging students through the process of learning. In this article, a new EG called BlocklyScript is presented. BlocklyScript aims to help students develop their CT by learning basic programming concepts, designing algorithms and correcting mistakes. During the designing phase different EGs were taken under consideration and an EG design framework was followed in order to provide a better user experience. The game was evaluated by 10 experienced computer science educators of primary and secondary schools. The positive results of this pilot evaluation show that BlocklyScript is expected to help students understand the basic concepts of CT. However, the game should be evaluated by more teachers and students in order to provide future researchers with safe results.

Computational thinking (CT) has been introduced in primary schools worldwide. However, rich classroom-based evidence and research on how to assess and support students’ CT through programming are particularly scarce. This empirical study investigates 4th grade students’ (N = 57) CT in a comparatively comprehensive and fine-grained manner by assessing their Scratch projects (N = 325) with a framework that was revised from previous studies to aim towards enhancing CT. The results demonstrate in detail the various coding patterns and code constructs the students programmed in assorted projects throughout a programming course and the extent to which they had conceptual encounters with CT. Notably, the projects indicated CT diversely, and the students altogether encountered dissimilar areas in CT. To target the acquisition of CT broadly, manifold programming activities are necessary to introduce in the classroom. Furthermore, we discuss the possibilities of applying the assessment framework employed herein to support CT education through Scratch in classrooms.

Loops concept is one of the basic programming concepts. Students have difficulties in learning loops concept. Helping learners understand loops is an important task. Visualization is one of the ways to help students improve their understanding. The aim of the study was to construct and evaluate a visualization based instruction related to loops. A mixed method study was conducted. In the experimental phase of the study, the effect of visualization based instruction on pre-service teachers’ achievement, perceived learning and programming attitude was examined. In the qualitative phase of the study, the main purpose was to get more in depth data related to experimental phase. Visualization based instruction helped pre-service teachers improve their understanding of loops concept.

This paper investigates unplugged computing as a formal pedagogical strategy to teaching computing to a Maltese secondary class of Year 9 students. It aims at identifying the effectiveness of this pedagogy outlining the strengths and weaknesses in its application, taking into consideration the level of attainment for students, as well as the impact on teachers’ lesson preparation. This research study is based on the delivery of five unplugged activities. It analyses students’ reaction when exposed to such unplugged activities to assess the viability of using this pedagogy when teaching computing concepts in a formal setting. The study concludes that unplugged computing is an effective pedagogical strategy that helps attain a high level of engagement and student involvement, encouraging teamwork and collaboration. Students experience a wide attention span and good retention through the constant link of computing scenarios to real-life examples and the use of tangible non-computing related objects. Notwithstanding, the study also identifies certain limitations of this pedagogy, mainly that it is not sufficient as a standalone pedagogy, but needs to be applied in conjunction with other pedagogies to be able to cover all the expected learning objectives of the curriculum.

Programming is one of the most important aspects of a Computing course. Teaching programming is a challenging task due to a number of factors, ranging from lack of student problem solving skills to different teaching methods. This paper focuses on Maltese Computing teachers’ perspectives about the difficulties encountered when teaching programming to secondary school students in order to determine whether introducing programming to secondary school students through creating mobile-based games is an effective method to teach programming constructs. A resource pack consisting of various activities using MIT App Inventor 2 was created which incorporated constructivist approaches to teaching. This resource pack was reviewed by the teachers and their feedback was collected by means of a case study. The teachers agreed that developing mobile-based games would be highly stimulating to their students but there were uncertainties how this would affect students with different learning abilities and due to a general lack of computational thinking and problem-solving skills by most students.

The article discusses the findings of longitudinal studies (three stages spanning 6 months) which were to investigate the process of acquiring the ability to comprehension program code by the computer science students having started to learn to program. The studies were conducted with the use of a knowledge measurement test, the diagnostic survey, and eye tracking technology that enabled the recording of movement of the subjects’ eyes and an analysis of the patterns of information processing during solving programming problems. The obtained results have shown that the students solved the tasks most effectively in the last stage of the research during which they obtained the highest indicator of correct answers in the significantly shortest time. In the last stage of the research the dominant form of the algorithmic problem analysis was code, in two previous it was flowchart. The eye tracking data have shown that regardless of the research stage the code analysis was definitely connected with a greater number of fixations, with very near values of time devoted to solving those two forms of the algorithm. The participants who increased their competences in a scope of the program code analysis had a significantly greater saccade amplitude average (SAA) and a significantly shorter fixation duration average (FDA) in the last stage of the research comparing to previous ones. The results suggest that the FDA and SAA are parameters sensitive to the development of program comprehension skills.

The journal of “Informatics in Education” has decided to start publishing of Special Issues once a year. This is a reward to guest editors, who have extended the cooperation and relationship with authors, and this way have augmented the visibility of discussed academic topics in the academic research community.

The aim of the article is to determine in the studied groups the multiple intelligence distribution defined in the 1980s by Howard Gardner. The research was conducted in three groups of respondents. The first study group was first-year students of computer science, the second was master (2nd degree) students, educationally 4 years older than the first group. Their intelligence distributions were compared with the intelligence distributions of the third group – graduates of the same university, the same field of study after several years of work in positions consistent with their education. Participants filled one of the multiple intelligence tests selected by answering 24 questions. A group of approximately 110 students and approximately 40 IT employees were examined. As there were statistically justified differences in several significant sub intelligences, a discussion was held on the forms of educational impact on student development paths. The research was carried out in conditions of full voluntary participation in the test and on the basis of self-assessment according to questions suggested in one of the online sources. According to the authors, the results seem interesting, although surprising.

In recent years, Artificial Intelligence (AI) has shown significant progress and its potential is growing. An application area of AI is Natural Language Processing (NLP). Voice assistants incorporate AI by using cloud computing and can communicate with the users in natural language. Voice assistants are easy to use and thus there are millions of devices that incorporates them in households nowadays. Most common devices with voice assistants are smart speakers and they have just started to be used in schools and universities. The purpose of this paper is to study how voice assistants and smart speakers are used in everyday life and whether there is potential in order for them to be used for educational purposes.

Information Visualisation strategies can be applied in a variety of domains. In the context of temporal networks, i.e., networks in which interactions between individuals occur throughout time, efforts have been conducted to develop visual approaches that allow finding interaction patterns, anomalies, and other behaviours not previously perceived in the data. This paper presents two case studies involving real-world education networks from a primary school and a high school. For this purpose, we used the Massive Sequence View (MSV) layout with the Community-based Node Ordering (CNO) method, two well established approaches for visual analysis of temporal networks. Our results show that the identified patterns involving students/students and students/teachers represent important information to benefit and support decision making about school management and teaching strategies, especially those related to strategic group formation.