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Service-Learning (SL) is a powerful methodology to acquire competences and values in Higher Education. However, there is still no widespread use in Information and Computer Science (ICS) degrees where most of the subjects are focused on the development of theoretical and practical contents purely related to technical competences. In this paper, we show the structure of a SL methodology to develop Bachelor's Thesis: 1) definition of proposals considering all the competencies of the Bachelor's Thesis subject and the needs of entities; 2) development of applications using agile methodologies, and 3) assessment of the SL experience from students, entities and professors. We present an experience developed in the 2019/2020 academic year with two entities devoted to disfavoured people. The results show both the high technical and professional quality of the projects and the high satisfaction of entities and students. We hope that the development of applications with the collaboration of non-profit entities allows the acquisition of both specific and transversal competencies on ICS degrees at the same time enhancing the development of useful professional ones.

Fluency in other languages has become essential for proper integration and communication with other communities, societies, and cultures. Hence, it is of major importance to understand the factors which impact on English language learning, including the influence of parents on their children's learning during the higher education years, last stage before labor market. To this effect, this descriptive survey study with a sample of 689 students from the University of Seville describes the influence of the parents' socio-educational level and parental encouragement on the university motivational profile of future preschool and primary school teachers, doctors, and computer engineers to learn languages according to their academic goals for a successful socio-occupational integration. For this purpose, a descriptive data analysis of percentages, means, and standard deviations, Kruskall-Wallis tests and Pearson correlations have been carried out. The results show the prevalence of learning goals over the performance goals in their motivation, as well as a notable impact of the socio-educational level of parents on the parental support. In conclusion, parental encouragement, undergraduate degree programme, and the student's expected professional career are key factors in achieving a successful apprenticeship which facilitates their employability.

Emotions play a crucial role in knowledge acquisition and can significantly impact motivation when studying a new field. Unfortunately, young people, especially girls, are often not drawn to Computer Science. To address this issue, we conducted an analysis of emotions among 8-9-year-old and 12-13-year-old students engaged in Computational Thinking activities, considering educational level, gender, and type of intervention. Our study sought to understand the lack of interest by examining the emotions present in primary and secondary school students. Hour-long in-person classes were conducted, focusing on Computational Thinking activities. We used the Developmental Channels Questionnaire, which includes 13 emotions rated on a Likert scale from 0 to 10, to measure emotions. The results showed that the predominant emotions were mostly positive and ambiguous, with low intensity negative emotions, particularly in primary education. Gender differences were observed only in secondary education, while in primary education, the differences were not significant. Girls demonstrated an emotional evolution when engaging in these activities, unlike boys. These findings provide valuable quantitative insights for primary and secondary school teachers. Understanding the emotions experienced can help guide effective teaching approaches. By addressing emotional factors, educators can enhance students' interest in computer science, thus fostering a more inclusive and engaging learning environment.

Team project-based learning (TPBL) combines two learning techniques: 1) project-based learning (PBL) and 2) teamwork. This combination leverages the learning outcomes of both methods and places students in a real work situation where they must develop and solve a real project while working as a team. TPBL has been used in two advanced database subjects in Jaume I University (UJI)'s Computer Science degree program. This learning method was used for four years (academic years from 2018/2019 to 2021/2022) with positive outcomes. This study presents the project development, which includes teamwork formation, activities, timetable, and exercised learning competencies (both soft and specific). Further, the project's results were evaluated from three different perspectives: 1) teamwork evaluation by teammates; 2) students' opinions on the subject and project; and 3) subject final grades.

Block programming has been suggested as a way of engaging young learners with the foundations of programming and computational thinking in a syntax-free manner. Indeed, syntax errors--which form one of two broad categories of errors in programming, the other one being logic errors--are omitted while block programming. However, this does not mean that errors are omitted at large in such environments. In this exploratory case study of a learning environment for early programming (Kodetu), we explored errors in block programming of middle school students (N = 123), using log files drawn from a block-based online. Analyzing 1033 failed executions, we found that errors may be driven by either learners' knowledge and behavior, or by the learning environment design. The rate of error types was not associated with the learners' and contextual variables examined, with the exception of task complexity (as defined by SOLO taxonomy). Our findings highlight the importance of learning from errors and of learning environment design.

This study investigated the role of virtual reality (VR) in computer science (CS) education over the last 10 years by conducting a bibliometric and content analysis of articles related to the use of VR in CS education. A total of 971 articles published in peer-reviewed journals and conferences were collected from Web of Science and Scopus databases to conduct the bibliometric analysis. Furthermore, content analysis was conducted on 39 articles that met the inclusion criteria. This study demonstrates that VR research for CS education was faring well around 2011 but witnessed low production output between the years 2013 and 2016. However, scholars have increased their contribution in this field recently, starting from the year 2017. This study also revealed prolific scholars contributing to the field. It provides insightful information regarding research hotspots in VR that have emerged recently, which can be further explored to enhance CS education. In addition, the quantitative method remains the most preferred research method, while the questionnaire was the most used data collection technique. Moreover, descriptive analysis was primarily used in studies on VR in CS education. The study concludes that even though scholars are leveraging VR to advance CS education, more effort needs to be made by stakeholders across countries and institutions. In addition, a more rigorous methodological approach needs to be employed in future studies to provide more evidence-based research output. Our future study would investigate the pedagogy, content, and context of studies on VR in CS education.

Educational robotics are commonly present in kindergarten and primary school classrooms, particularly Bee-bot. Its ease of use allows the introduction of computer programming to young children in educational contexts from a science, technology, engineering, arts, and mathematics (STEAM) perspective. Despite this rise, there are still few investigations that collect evidence on the effectiveness of robotic interventions. Although mentoring experiences with robotics had been carried out in educational contexts, this work explores their effect on the acquisition of computational thinking skills through mentoring. Participants from the second grade, aged seven through eight years, were exposed to two sessions of robotics with Bee-bot in order to promote hands-on experimentation. The sessions were conducted by nine students of the fourth grade (the mentors), aged 10 to 11 years. A descriptive case-study methodology was employed for the analysis of the mentoring intervention. The effect of the mentoring experience was assessed in terms of motivation and computational thinking skills. Mixed quantitative and qualitative results show two important findings: (i) Mentoring is a powerful tool to be considered for improvement of the motivation and cooperation of students in their teaching-learning process, and (ii) computational thinking skills can be acquired by second-grade students through a mentoring process.

Understanding the architecture of a processor can be uninteresting and deterring for computer science students, since low-level details of computer architecture are often perceived to lack real-world impact. These courses typically have a strong practical component where students learn the fundamentals of the computer architecture and the handling of input/output operations through the development of simple programs in a low-level assembly programming language. Since these practical sessions require a strong involvement, student attendance and withdrawal rates are poor, lowering academic results and introducing a negative feedback loop that preconditions students to dislike them. This article introduces a new methodology for the practical sessions of Computer Organization and Design courses. This methodology disavows the use of simulators and focuses on actual hardware to promote a feeling of proximity to the execution and outcome of the programs. The proposed setup uses Raspberry Pi devices to encourage students to work autonomously, due to their low cost, capability of running an OS, and rich ecosystem of simple hardware devices. The setup is completed with RISC OS, which combines a simple window-based graphical interface with a low-level management of the hardware without requiring software abstraction layers. The article presents the methodology and the UCDebug tool, developed to help students debug their codes in RISC OS. After the introduction of the new setup at the University of Cantabria, academic results and student satisfaction have improved. The setup has also allowed to sustain a similar organization of the courses throughout the COVID-19 pandemic.

Maximising the accuracy and learning of self and peer assessment activities in higher education requires instructors to make several design decisions, including whether the assessment process should be individual or collaborative, and, if collaborative, determining the number of members of each peer assessment team. In order to support this decision, a quasi-experiment was carried out in which 82 first-year students used three peer assessment modalities. A total of 1574 assessments were obtained. The accuracy of both the students' self-assessment and their peer assessment was measured. Results show that students' self-assessment significantly improved when groups of three were used, provided that those with the 20% poorest performances were excluded from the analysis. This suggests that collaborative peer assessment improves learning. Peer assessment scores were more accurate than self-assessment, regardless of the modality, and the accuracy improved with the number of assessments received. Instructors need to consider the trade-off between students' improved understanding, which favours peer assessment using groups of three, and a higher number of assessments, which, under time constraints, favours individual peer assessment.

Creativity and Computational Thinking (CT) have been both extensively researched in recent years. However, the associations between them are still not fully understood despite their recognition as essential competencies for the digital age. This study looks to bridge this gap by examining the association between CT and two types of creativity, i.e., Creative Thinking and Computational Creativity. The research was conducted among 124 middle school students from Spain, who were divided into control and experimental groups; the intervention included an explicit encouragement to be as creative as possible (i.e., to submit multiple correct solutions) in a given learning task. Data were analyzed from a standardized creativity test (Torrance's TTCT) and cross-referenced with log files that documented the students' activities in the Kodetu game-based learning environment. Our research findings indicate some interesting associations between CT and Creativity. First, we found that creativity contributes to CT. Second, we found that CT is transferable across different domains. Finally, we found that Computational Creativity can develop and improve over time.

Massive Open Online Courses and e-learning represent the future of the teaching-learning processes through the development of Information and Communication Technologies. They are the response to the new education needs of society. However, this future also presents many challenges such as the processing of online forums when a huge number of messages are generated. These forums provide an excellent platform for learning and connecting students of the subject, but the difficulties in following and searching the vast volume of information that they generate may produce the opposite effect. In this paper, we propose a computational method for enabling the educational process in huge online learning communities. This method analyzes the forum information through Natural Language Processing techniques and extract the main topics discussed. The results generated improves the management of the forums, increases the effectiveness of the teachers' explanations and reduces the time spent by students to follow the course. The proposal has been complemented with a real case study that shows promising results.

Content and Language Integrated Learning (CLIL) is as full of challenges as it is of possibilities. We will explore the challenges while seeking realistic solutions as eight Computer Science professors teach their subjects through English for the first time. We hope to gain insights into the bilingual classroom at the university level where teacher training can aid in professional development. Kevin Haines (2017) has posed the question about policies, principles and practice in bilingual settings, suggesting that we still need to address the challenging question: "who will support the teachers?" In this paper we will observe problems and solutions to bilingual teaching from the ethnographic point of view of action research. We hold that research in education must make the move toward a more qualitative assessment. As researchers, perhaps we need to describe less and "do" more by putting our research into action.

In a course of the degree of computer science, the programming project has changed from individual to teamed work, tentatively in couples (pair programming). Students have full freedom to team up with minimum intervention from teachers. The analysis of the working groups made indicates that students do not tend to associate with students with a similar academic performance, perhaps because general cognitive parameters do not drive the choice of academic partners. Pair programming seems to give great results, so the efforts of future research in this field should focus precisely on how these pairs are formed, underpinning the mechanisms of human social interactions. [Paper presented at the International Conference on University Teaching and Innovation (CIDUI): Learning and Teaching Innovation Impacts (9th, Bellaterra, Barcelona, Spain, Jul 5-7 2016.)]

Contribution: A learning-by-teaching methodology through games can be used to promote informatics (computer science) in primary and secondary education. Applying the proposed activities can change students' perception of informatics from seeing it as merely using computers to seeing its relationship with mathematics. The experience can also help students acquire competences in teaching. Background: Although students, specifically in primary and secondary education, are increasingly competent in terms of technology use, it has been found that in many cases informatics, as a science, has been relegated to a secondary status; it is usually considered only as a tool or additional resource, and not as an object of study. Intended Outcomes: To refine the application of the learning-to-teach-to-learn (L2T2L) methodology, a learning-by-teaching methodology that has students learn and then, in turn, teach that learning to younger students, in cascade from university to secondary to primary students. To analyze its effects on students' attitudes toward informatics. Application Design: The model incorporates a learning-by-teaching approach in a multistage sequence across different kinds of learners and teachers, using fun, game-like materials. Findings: The use of the action research methodology allowed adjustment of the educational methodology, providing more reliable data and enough experience to suggest how to extend the project to a broader audience. Although the results obtained were less significant than expected, the experience did give students a more realistic view of informatics.

Contribution: There exist software tools designed for professional or research purposes that may serve for grounding the learning of real-time scheduling within introductory courses. This article contributes with a hardware and software infrastructure aimed at improving the learning process of the essentials of real-time scheduling in undergraduate courses. Background: Engineering students need to acquire a solid understanding of the scheduling topic due to the importance of real-time systems; affordable, open, and simple approaches focused on the essentials are needed that fit with limited changes and cost into existing courses. Intended Outcomes: A relatively low-cost solution close to the nuts and bolts of the scheduling problem; mild changes in the existing syllabi to fit the corresponding lab exercises and seminars; improved academic results. Application Design: A hardware and software infrastructure based on the Arduino, FreeRTOS, and some MATLAB scripts have been carefully designed, along with a number of practical exercises that focus on grounding the essential concepts of the topic in reality. A rigorous analysis procedure has assessed the approach. Findings: A promising trend in the improvement in academic results, a stronger understanding of real-time scheduling both theoretically and when applied to real systems, a relatively low cost of implementation and use, and an easy integration into a quite common introductory course on real-time systems at the undergraduate level.

A capstone project is an extensive learning experience traditionally developed during a student's final academic year. Assessing such a complex assignment involves several challenges and is usually based upon the evaluations of at least two different people: the capstone project advisor, and one or more other assessors. Quantitative studies comparing only different assessors' grades and qualitative studies investigating the origin of possible discrepancies have been conducted. In both cases, contradictory conclusions were reached. The objective of this study is to analyze the factors that are given consideration by assessors of engineering capstone projects and the influence of these factors on the discrepancies between different assessors' opinions of the same project. This study quantitatively examined 162 computer science engineering capstone projects developed by one student and supervised by one advisor. Each project was assessed by the project advisor and a committee. For each project, the advisor and the committee were asked to complete an additional questionnaire on product characteristics, student competences, and project supervision. Competences demonstrated by the student were found to be the most relevant element when a capstone project was evaluated by the advisor and the committee; product characteristics were found to be second in influence. Furthermore, advisors grant minor significance to the advisor-involvement component. Discrepancies between grades seem to be associated with those aspects to which one assessor has access, while the other does not, such as student skills demonstrated during project development or their performance in the oral defense. Both the advisor's and the committee's perspectives are important in the assessment of this complex task and they complement one another.

Contribution: Internships designed to provide training and an initial period of contact with industry, prior to a computer science engineering capstone project, have a very positive impact on both industry and academic capstone projects. Background: Internships and capstone projects are widely used to integrate work-related learning in computer engineering curricula. Both activities offer numerous benefits for students, industry, and academia. Although their effects have been extensively studied separately, the interaction between them remains unexplored. Research Questions: What is the effect of internships on the development of a subsequent capstone project? Methodology: The hypothesis was that the completion of an internship will have positive effects on several aspects of the capstone projects: (1) improved student competencies; (2) improved capstone project outcomes; and (3) decreased supervision effort. Further, these positive effects were expected to be greater in industry-based projects than in academic projects. The hypothesis was tested through a quantitative study of data collected from 274 computer science engineering capstone projects. A period of time with internships was compared with another period without internships, and differentiating between academic and industry projects. Findings: Internships prior to capstone projects improve student skills in autonomy, technology, methodology, and project management; increase the complexity and technological novelty of the resulting projects; and reduce advisor involvement in practical (technology, execution) and keep-the-project-alive issues, and increase advisor involvement in monitoring student work (meetings, reports, and initial arrangements). This effect was observed in both industrial and academic projects.

The potential benefits from the introduction of programming environments such as "Scratch" for learning mathematics has reactivated research in this area. Nonetheless, there are few studies which attempt to analyse their influence at the stage of Primary Education. We present the results of a quasi-experimental piece of research with sixth-grade students which studies the influence of "Scratch" both on the acquisition of mathematical concepts, and on the development of computational thinking. The experiment consisted of two different phases, a programming phase linked to the instruction in "Scratch" and focused on the acquisition of basic concepts of computational thinking (sequences, iterations, conditionals, and events-handling), and a mathematical phase completely oriented towards the resolution of mathematical tasks. In particular, the mathematical phase focused on word problems whose resolution involves the use of the least common multiple and the greatest common divisor. In order to evaluate the aims of the study, results from tests before and after instruction, both in computational thinking and in the mathematical standards, were compared. The results seem to indicate that "Scratch" can be used to develop both students' mathematical ideas and computational thinking.

In this paper we present a pilot study to improve the learning process on distance learning Engineering master's degrees. We propose an activity where the students individually produce a video in which they explain the solution to one of their assignments. They then receive the teacher's feedback and are acquainted with the assessment rubric. Finally, they produce a second version of the video, the assessment of which is the basis for their overall mark. The results of the study show that students improved their ability to give oral presentations.

European universities are involved in a process of change to ensure they are more comparable, compatible and coherent systems of higher education inside the European Higher Education Area (EHEA). In addition, scouting takes more than 100 years educating young people around the world. This non-formal education is based on values and its method is near the same for more than 30 million people along more than 100 years. The main goal of this paper is to show the analogy and the relationship between the educational model proposed by scouting and the educational model proposed by the EHEA, as well as to present a real case study where the scout method has been implemented in a health care software engineering subject at the informatics and computer science school in the University of Malaga. Along this paper, educational models, their analogies and relationships will be presented. Finally, the case study will be presented, developed and evaluated.

Machine vision is an important subject in computer science and engineering degrees. For laboratory experimentation, it is desirable to have a complete and easy-to-use tool. In this work we present a Java library, oriented to teaching computer vision. We have designed and built the library from the scratch with emphasis on readability and understanding rather than on efficiency. However, the library can also be used for research purposes. JavaVis is an open source Java library, oriented to the teaching of Computer Vision. It consists of a framework with several features that meet its demands. It has been designed to be easy to use: the user does not have to deal with internal structures or graphical interface, and should the student need to add a new algorithm it can be done simply enough. Once we sketch the library, we focus on the experience the student gets using this library in several computer vision courses. Our main goal is to find out whether the students understand what they are doing, that is, find out how much the library helps the student in grasping the basic concepts of computer vision. In the last four years we have conducted surveys to assess how much the students have improved their skills by using this library.

This study analyzes the impact of adding a review exercises module to an online tool used in a software engineering degree program. The objective of the module is to promote students' self-learning effort to improve their performance. We also intend to determine if this new feature has any effect on the amount of code copies detected in lab sessions when using the same online tool. Two groups of students were compared quantitatively: the first group used the tool exclusively during lab sessions, whereas the second group had the option of employing the tool's new module to enhance their study. The tool allows us to collect interesting data related to the focus of this research: supplementary work completed voluntarily by students and the percentage of students copying others' code during compulsory lab sessions. The results show that the students in the second group achieved better academic results and copied less in lab sessions. In the second group, the students who invested more effort in doing revision exercises and copied less in lab sessions obtained better results; and, interestingly, the effort invested in completing review exercises did not seem to compensate for the learning effort avoided by copying others' exercises during lab sessions. The results show the advantages of a tool used with a dual orientation: compulsory and voluntary. Mandatory usage in lab sessions establishes some milestones that, eventually, act as an incentive fostering learning, while voluntary use reinforces students' perception of the tool's usefulness in terms of learning.

Global Software Development (GSD) is currently a strong industry trend. This means that if computer science engineers are to be trained to deal with this model, it is very important to include the topic in software engineering courses, attempting to ensure that students learn about GSD and become familiar with its advantages and challenges. However, software engineering courses do not always consider including it in their curricula. It must also be recognized that it is difficult to find a suitable method to teach/develop the different skills needed for GSD. There is often a lot of content and not a great deal of time available to teach it. In this article, we propose the use of a serious game called GSD-Aware, with which students can "suffer" some of the typical challenges of GSD by interacting with avatars and by using several means of communication to solve a number of problems posed. The article focuses on the description of the game and on the empirical study conducted to analyze whether GSD-Aware helps students to be conscious of GSD challenges. It was discovered that after 50 minutes playing the game, the students were aware of the greater influence that the following factors can have: lack of coordination, lack of trust, cultural differences, lack of face-to-face and informal communication, time difference, and lack of team spirit. In their final analysis, students agreed that the serious game scenarios helped them to understand what GSD is and to grasp the importance of some GSD challenges.

Contribution: This paper describes a highly flexible design for a master's-level server administration course that uses updated technologies, addresses the most important course design challenges and extracts useful feedback from student work. The main contribution of this design is eliminating the self-regulation challenge students encounter in similar highly flexible computer-related courses. This is attributed to the introduction of orientation lectures and a competitive element; these may have helped students to achieve their goals on time. Background: The Web server administration course on the master's of the Web engineering program was intended to inculcate a series of competences, such as common administration techniques, procedures to increase security, efficient website deployment, and an introduction to clusters and infrastructure deployment automation. The course generally failed to transmit these competencies effectively; complaints were made about the difficulty of the course and the low applicability of its contents. Intended Outcomes: The design facilitates students finding assessment activities that better suit their profiles or previous experience, and enables them to customize their assessment, thus encouraging them and giving future value to their work. Application Design: The course design maximizes assessment flexibility by providing students with many optional activities from which to choose. It also promotes a healthy competitive spirit to improve student's motivation and results. Findings: Complaints about the difficulty or lack of applicability were no longer made. The course is highly valued by the students, achieving a very high pass rate and average score.

Contribution: Findings are provided from an initial survey to evaluate the magnitude of the recursion problem from the student point of view. Background: A major difficulty that programming students must overcome--the learning of recursion--has been addressed by many authors, using various approaches, but none have considered how students perceive this issue. Research Questions: 1) How can an instrument be developed to characterize the main difficulties students encounter, from their subjective perspective, when learning recursion? and 2) How can the quality of the developed instrument be determined? Methodology: 1) A development process was followed to create the instrument. This process included justification of the content, and a quality analysis of the instrument in terms of validity and reliability and 2) the study was on a limited number of students, so should be regarded as preliminary with respect to validity and reliability of results. Findings: 1) An initial survey indicates the magnitude of the recursion problem from the students' point of view; 2) students' perception is that neither motivation, nor their previous knowledge of theoretical concepts on recursion, are factors that affect their learning of the recursion process; and 3) for further statistical analysis, data from a simplified survey proved more valid and more reliable than that from the original survey, for the study sample examined.

Jutge.org is an open educational online programming judge designed for students and instructors, featuring a repository of problems that is well organized by courses, topics, and difficulty. Internally, Jutge.org uses a secure and efficient architecture and integrates modern verification techniques, formal methods, static code analysis, and data mining. Jutge.org has exhaustively been used during the last decade at the Universitat Politècnica de Catalunya to strengthen the learning-by-doing approach in several courses. This paper presents the main characteristics of Jutge.org and shows its use and impact on a wide range of courses covering basic programming, data structures, algorithms, artificial intelligence, functional programming, and circuit design.

Several studies have documented the benefits of emotional intelligence particularly in the workplace. The main objective of universities is to educate in terms of acquiring capacities, abilities, competencies, and values, with the ultimate aim of promoting employment. In some Spanish universities, High Academic Performance Groups (HAPs) have been launched to strengthen the potential of the most outstanding students. This study is aimed to know the differences in the emotional intelligence profile of the HAP students. The study shows no significant differences, being recommendable to consider providing aid and support for HAP students in the development of this type of intelligence.

The competence-based education recently launched in Spanish universities presents a set of abilities and skills that are difficult to teach to students in higher and more technologically-oriented grades. In this paper, a teaching intervention that is based on design methodologies is proposed, to upgrade the competitive capacities of computer engineering students. In particular, this intervention targets those aspects relating to working in multidisciplinary teams and to defining requirements based on the user's empathy and knowledge. The main idea inspiring this technique is that the underlying challenge is a communication problem. As Brooks (1995) states in his book "The Mythical Man-Month: Essays on Software Engineering," even a project having all of the prerequisites for success (a clear mission, manpower, materials, time and adequate technology) could fail as a Tower of Babel. The proposed technique through mixed methods has been evaluated with students enrolled in different courses, confirming the repeatability and validity of this method from quantitative measurement, from observation of the results, and from ascertaining the value perceived by students and their attitudes.

The subject of computer science (CS) and computer science education (CSE) has relatively recently arisen as a subject for inclusion within the compulsory school curriculum. Up to this present time, a major focus of technologies in the school curriculum has in many countries been on applications of existing technologies into subject practice (both software such as office applications, and hardware such as robots and sensors). Through uses of these applications, information and communications technologies (ICT) have focused on activities to support subject and topic learning (across wide age and subject ranges). Very recently, discussions for including computers in the curriculum have shifted to a much greater focus on computing and CS, more concerned with uses of and development of programming, together with fundamental principles of problem-solving and creativity. This paper takes a policy analysis approach; it considers evidence of current implementation of CSE in school curricula, the six main arguments for wider-scale introduction of the subject, the implications for researchers, schools, teachers and learners, the state of current discussions in a range of countries, and evidence of outcomes of CSE in compulsory curricula. The paper concludes by raising key questions for the future from a policy analysis perspective.

In the context of higher education, a competence may be understood as the combination of skills, knowledge, attitudes, values, and abilities that underpin effective and/or superior performance in a professional area. The aim of the work reported here was to design a set of procedures to assess a transferable competence, i.e., problem solving, that is basic for learning, in both academic and professional life, and crucial for engineering. The study involved a total of 71 students enrolled at three universities at two different stages of their studies. The development phases of the assessment device included an analysis of the competence and its facets, the design of the assessment task, the development of criteria to rate student performance, and the analysis of the basic psychometric properties for assessment methods in the area of education. The conclusion was drawn that the training process and the elaboration of scoring criteria are costly but necessary if objectivity in the interpretation of results is to be guaranteed. The main achievement of this project was the development of a procedure that measures learning outcomes and,more specifically, problem solving.

This paper presents a case study analyzing the advantages and disadvantages of using project-based learning (PBL) combined with collaborative learning (CL) and industry best practices, integrated with information communication technologies, open-source software, and open-source hardware tools, in a specialized microcontroller and embedded systems engineering Master's course. In addition to addressing industry requirements in both contents and methodology, the course develops capabilities and competencies in problem solving, independent learning, teamwork, and technical knowledge. Since PBL methodology alone does not ensure teamwork, it was complemented with CL. Design review meetings (as described in IEC 61160), deliverables, and organizational resources were also introduced to mirror industry demands. This structure integrated course content and student academic achievement in a simulated industrial environment. The course had students build a modular management system for home appliances, implementing control software on the "Arduino" open-source platform, as well as using wireless communications. The results show that teaching, learning, and student assessment processes can be improved by using PBL with CL. In addition, the introduction of industry practices, such us peer review meetings, brings academia closer to a real-world context.

The computer input/output (I/O) subsystem and its functioning are very abstract concepts that are difficult for undergraduate freshmen to understand. However, it is important that freshmen assimilate these low-level concepts if they are going to be taught about the operating systems (OS) working over that architecture layer, or working directly with them in embedded systems, real-time systems, or in the area of human-computer interaction (HCI). This article describes the use of a game console (Nintendo® DS, NDS) in a project-based learning (PBL or PjBL) environment in which the design of a game is the basis of the project in order to encourage the students to get more involved with the computer I/O subsystem abstraction. A 4yr experience is reported in which the action research model (planning, acting, observing, and reflecting) has been followed. The general procedure for the 4yr and the specific characteristics and achieved results for each year are reported. The aim of the study was twofold: to assess the learning effectiveness of the active PjBL educational approach and some related factors, and to analyze the motivation toward the subject fostered by the game console. The first aim is analyzed using the scores achieved by the students; the second aim is analyzed via satisfaction questionnaires.

This paper presents the results of two educational experiments carried out to determine whether the process of specifying requirements (catalog-based reuse as opposed to conventional specification) has an impact on effectiveness and productivity in co-located and distributed software development environments. The participants in the experiments were 76 students enrolled in three courses on project management for software development at the University of Murcia, Spain, and the Mohammed V University of Rabat, Morocco. The results of a fixed effects meta-analysis (Hedges' g) obtained a medium effect (-0.495, p=0.034) for productivity, and a large effect (-1.077, p<0.001) for effectiveness, in favor of using a catalog-based reuse process rather than a conventional specification process. The other co-factor examined, distribution (either global or co-located), had no statistically significant interaction with the process used (catalog-based reuse or conventional specification) for either effectiveness or productivity. Further research is required to study the effectiveness and productivity of the catalog-based requirements engineering learning method so that it can be taught in software engineering courses and applied in real software engineering projects.

In carrying out their capstone projects, students use knowledge and skills acquired throughout their degree program to create a product or provide a technical service. An assigned advisor guides the students and supervises the work, and a committee assesses the projects. This study compares student and staff perceptions of key aspects of completing this type of project, such as project characteristics, student competencies, advisor involvement, and student perceived learning. The primary finding of this study is that the students' expectations differ greatly from those of staff. In particular, students tend to have a better opinion of their project, their competencies, and the supervision received than does the staff. However, advisors and evaluation committees have a similar opinion about projects characteristics. The students' perception of their learning, furthermore, is not always consistent with the grade obtained or student satisfaction. This disagreement suggests the need to more clearly and effectively communicate actual expectations to students and staff.

The introduction of computer programming in K-12 has become mainstream in the last years, as countries around the world are making coding part of their curriculum. Nevertheless, there is a lack of empirical studies that investigate how learning to program at an early age affects other school subjects. In this regard, this paper compares three quasi-experimental research designs conducted in three different schools (n = 129 students from 2nd and 6th grade), in order to assess the impact of introducing programming with Scratch at different stages and in several subjects. While both 6th grade experimental groups working with coding activities showed a statistically significant improvement in terms of academic performance, this was not the case in the 2nd grade classroom. Notable disparity was also found regarding the subject in which the programming activities were included, as in social studies the effect size was double that in mathematics.

Debates have been used to develop critical thinking within teaching environments. Many learning activities are configured as working groups, which use debates to make decisions. Nevertheless, in a classroom debate, only a few students can participate; large work groups are similarly limited. Whilst the use of web tools would appear to offer a convenient solution, none of those currently available provides an automated system for organizing contributions into a logical structure, or for making decisions. To address this problem, this paper describes a new tool for managing and structuring debates over the Internet, and presents the results of a series of trials in an educational context. The tool enables users to post opinions and proposals, and to make multiple group decisions. The main advantages are that it does not require a moderator, and all contributions are automatically arranged into an intuitive structure. Thus, it enabled large groups to carry out bigger projects. Empirical results showed that it also encouraged the involvement of all the students in debates and allowed the participation of each student to be evaluated. The tool demonstrated its advantages over traditional oral debates and, as far as we are aware, it incorporates features not found in any other comparable web tool.

In the Master's of Telecommunication Engineering program at the University of Deusto, Spain, courses in communication circuit design, electronic instrumentation, advanced systems for signal processing and radiocommunication systems allow students to acquire concepts crucial to the fields of electronics and communication. During the educational project presented in this paper, students build a continuous-wave frequency-modulation (CWFM) Doppler radar system from components as simple as ordinary cocoa cans and common electronics components placed on a breadboard without any soldering. One of the goals of the project is to stimulate students' interest in building an entire, completely functional communication system that integrates the knowledge acquired in the various courses and whose functioning they can check in real scenarios. This paper describes this learning project and the ways in which it helps students understand and connect all the concepts that underlie a fully operative communications system, thus meeting the competencies and learning outcomes of the courses involved in the project.

This paper describes two datasets extracted from a video-based educational experience using a social and collaborative platform. The length of the trial was 3 months. It involved 111 students from two different courses. Twenty-nine came from Computer Engineering (CE) course and 82 from Media and Communication (M&C) course. They were organised into nine interdisciplinary groups. Each group included three or four CE students and eight or nine?M&C students. An additional group filmed the making of. This group has only M&C students. Four teachers supervised the trial. The total number of meaningful events was 2984.

This paper presents an analysis of introducing active methodologies in the Computer Architecture course taught in the second year of the Computer Engineering Bachelor's degree program at the University of the Basque Country (UPV/EHU), Spain. The paper reports the experience from three academic years, 2011-2012, 2012-2013, and 2013-2014, in which three types of data were considered for analysis: students' dedication, as measured by time spent on the project, their marks, and their level of satisfaction. The study shows that about 86% of students are satisfied with the teaching methodology and are willing to continue using it in future courses. The study also shows that the active methodologies used contribute to the students' cross-curricular training and do not generate any great increase in student workload. Finally, a statistical analysis of the evolution of student performance showed that marks improved to a statistically significant extent after introducing active methodologies.

Limitations of formal learning (e.g., one-way communication, rigid methodology, results-oriented approach) can significantly influence the motivation and expectation of students, thus resulting in an academic progress reduction. In order to make learning processes more playful and motivating, this paper presents a new educational experience developed by two groups of Computer Science students at the University of Huelva (Spain). As a result, an authentic real experience was incorporated into the classical teaching of Artificial Intelligence courses where classroom sessions were changed during some days for an international online competition. A comprehensive study considering the competition ranking, the students' opinion and their academic progress was analysed to assess the followed methodology. We found out that the educational experience improved the students' motivation, thereby enhancing their academic performance and personal skills as a result of learning through play. Moreover, additional teaching goals (e.g., learning new programming languages or increasing exam attendance) were obtained because of the positive motivation experienced by the competition. As a conclusion, this paradigm of real-life experience--not otherwise provided by traditional practical lessons--allowed us to ascertain that the process is more important than the outcome, which could be adapted to different teaching scenarios within an institution.

This paper surveys how the computer input/output (I/O) subsystem is taught in introductory undergraduate courses. It is important to study the educational process of the computer I/O subsystem because, in the curricula recommendations, it is considered a core topic in the area of knowledge of computer architecture and organization (CAO). It is also a basic knowledge to be acquired in order to work in areas such as human-computer interaction (HCI) or embedded systems. Examination questions, course syllabi, and textbooks were analyzed to identify which teaching approaches are being used. Individuals teaching the I/O subsystem could choose between the options explained here, according to their intended learning outcomes. In addition, a literature survey was conducted on the development and use of tools to improve student understanding of I/O and to make the topic less abstract and more attractive. A goal is to indicate to computing education researchers that the majority of the literature reports experiences in developing or using different resources or educational methodologies, but that these are not based on a theory of learning.

The University of Vigo, Vigo, Spain, has the objective of making all the teaching material generated by its teachers freely available. To attain this objective, it encourages the development of Open Educational Resources, especially videos. This paper presents an experience of recording lectures and generating the corresponding videos as a step toward this objective. The core system used to record lectures is Opencast Matterhorn (free and open-source customizable software to support the management of educational audio and video content). This paper also focuses on the study and analysis of the students' experience of using recorded videos as support for their learning process. This case study was carried out in the Fall 2012 offering of the first-year Computer Architecture course in the University of Vigo's Telecommunication Technologies Engineering program. Finally, the paper addresses students' level of satisfaction with the recorded lectures and gives students' opinions on the use of these videos.

The evidence suggests that emotional intelligence and personality traits are important qualities that workers need in order to successfully exercise a profession. This article assumes that the main purpose of universities is to promote employment by providing an education that facilitates the acquisition of abilities, skills, competencies and values. In this study, the emotional intelligence and personality profiles of two groups of Spanish students studying degrees in two different academic disciplines--computer engineering and teacher training--were analysed and compared. In addition, the skills forming part of the emotional intelligence and personality traits required by professionals (computer engineers and teachers) in their work were studied, and the profiles obtained for the students were compared with those identified by the professionals in each field. Results revealed significant differences between the profiles of the two groups of students, with the teacher training students scoring higher on interpersonal skills; differences were also found between professionals and students for most competencies, with professionals in both fields demanding more competencies that those evidenced by graduates. The implications of these results for the incorporation of generic social, emotional and personal competencies into the university curriculum are discussed.

The synthesis of digital circuits is a basic skill in all the bachelor programmes around the ICT area of knowledge, such as Computer Science, Telecommunication Engineering or Electrical Engineering. An important hindrance in the learning process of this skill is that the existing educational tools for the design of circuits do not allow the student to validate if his design satisfies the specification. Furthermore, an automatic feedback is essential in order to help students to fix incorrect designs. In this paper, we propose an online platform where the students can design and verify their circuits with an individual and automatic feedback. The technical aspects of the platform and the designed verification tool are presented. The impact of the platform on the learning process of the students is illustrated by analyzing the student performance on the course where the platform has been used. Results on the utilization of the platform versus the success rate and marks in the final exam are presented and compared with previous semesters.

In this paper, the authors reviewed the empirical augmented reality (AR) and online education studies, and those focused on designing or development of AR to help students learn, published in SSCI, SCI-EXPANDED, and A&HCI journals from 2003 to 2012. The authors in this study found that the number of AR and online education studies has significantly increased since 2009. Based on this review, it is found that contributors from Spain, Romania, Taiwan, and Germany had the most publications on AR and online education during 2003 to 2012. Moreover, the analysis of these selected papers reveals that most empirical AR and online education studies were conducted at universities, as well as in computer science courses. Furthermore, the quantitative research method was used more in the reviewed papers. The findings and analysis from this review may provide potential directions and insights for future AR and online education research.