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The aim of this research was to know how widespread the activities were, and to what extent they were being implemented, in relation to data protection and digital sustainability in Primary Education schools. This study also analyzed whether teachers' age, gender and years of experience in the profession influenced the development of this type of practices among students. To this end, the GAUBIPRO (4150516/6) questionnaire, registered at the Spanish Patent and Trademark Office, was sent out to 308 Spanish teachers in Primary Education in Spain. The investigation was conducted by applying three multivariate statistical procedures: chi-squared with Kendall's Tau-c coefficient, variance analysis using a single-factor ANOVA, and the HJ-Plot method, to find patterns of group behavior among the variables studied. The results showed that age, gender and years of experience were significant variables in the development of strategies for data protection and digital sustainability in Primary Education. For years of experience, the results showed that teachers with the highest mean number of years in the teaching profession were the least likely to apply data protection protocols. Male teachers were found to promote more general data protection strategies, while female teachers were more active in the design and use of activities in the classroom. In terms of age, the results clearly demonstrated that the higher the mean age of the teachers, the lower the rate of application of actions to promote data protection and digital security among young students, in three variables in particular: "foster strategies", "advise students" and "inform families".

This study aims to analyze the scientific research that has addressed the negative impact of technology in the educational field. The research is implemented from a methodological approach based on the bibliometric mapping of the scientific production registered in the Web of Science in the period 2008-2019. To do this, indicators of growth, production, impact, topics, keywords, journal references, and analysis of co-citations of authors and co-authors are analyzed. This bibliometric approach is complemented by the analysis of the density, frequency and degree of centrality of the main terms associated with the difficulties and problems of technology in education located in the abstracts and discussion of results in the period 2016-2019. For this purpose, graph theory is developed, using the sigma, cytoscape and graphology libraries. The results show that, among the most common disadvantages linked to the use of technology in education, are: privacy problems, discerning reliable and relevant information, the time required for the preparation of educational materials, the negative impact on academic performance of the students, the lack of resources for its implementation in the classrooms and the infoxication. Finally, it should be noted that in the last three years, the negative impact of technology in the psychosocial field and its impact on teaching-learning processes are beginning to be analyzed in greater depth.

This article describes an investigation into the level of satisfaction among students at Spain's National Distance Education University (UNED) regarding use of Facebook groups as an environment for learning. Based on a structural equation methodology, the research analyzed the most relevant personal and socio-educational factors that affect satisfaction. The sample consisted of 418 undergraduate and master's degree students at UNED's Faculty of Education; participants were consulted in three semesters between September 2019 and January 2021. The results showed that students who participated in Facebook study groups achieved better results than those who did not, and that they interacted more frequently in these groups than in UNED's official learning management system. The main latent variables that influenced satisfaction with Facebook study groups were the perception of efficacy they elicited as a complement to distance learning by enabling greater interaction with other students, and the feeling of course companionship they provided. The absence of teacher control also influenced student satisfaction, which allowed students to focus on learning and achieving better results in tests and exams.

This investigation set out to analyse the relation between parents' academic qualifications, profession and role in educating their children and their children's level of efficacy in reading at the end of the adolescent stage, in three states with different socio-cultural contexts, namely Canada, Finland and Singapore. The study is carried out in three countries with differing socio-cultural contexts and uses multilevel analysis and binary logistic regression to measure the predictive value of socio-family skills in these three countries against a range of student reading ability profiles. The results show that the parents' academic qualifications, profession and educational role are the most influential aspect of the predictability in the variability of their children's reading skills. Parents with a low level of education predict poor student reading ability, but when it is the mother who has a medium or high level of education, the results of the students are better than when that level is only achieved by the father. Therefore, the educational role of mothers and fathers, as shown by the interest they take in their children's schoolwork, is a predictor of students' reading skills, regardless of the socio-cultural and academic context of the students.

This study conducted a general and comparative analysis of how university students use mobile digital devices for educational purposes in various places and spaces both inside and outside university facilities in Spain and Latin America. It analyses a total sample of 886 students (442 Spanish and 444 Latin American) corresponding to five Spanish and five Latin American universities. The research methodology was based on factorial analysis and comparison between groups with parametric and nonparametric tests. The results show that educational use of mobile digital devices in the Hispanic world concentrates on the use of smartphones and tablets inside university facilities; primarily in college cafeterias, corridors, classrooms and libraries. Spanish and Latin American students used tablets in and out of University facilities for storing and retrieving information, and smartphones for sharing educational information and content.

The objective of this article is to analyze the didactic functionality of a chatbot to improve the results of the students of the National University of Distance Education (UNED / Spain) in accessing the university in the subject of Spanish Language. For this, a quasi-experimental experiment was designed, and a quantitative methodology was used through pretest and posttest in a control and experimental group in which the effectiveness of two teaching models was compared, one more traditional based on exercises written on paper and another based on interaction with a chatbot. Subsequently, the perception of the experimental group in an academic forum about the educational use of the chatbot was analyzed through text mining with tests of Latent Dirichlet Allocation (LDA), pairwise distance matrix and bigrams. The quantitative results showed that the students in the experimental group substantially improved the results compared to the students with a more traditional methodology (experimental group/mean: 32.1346/control group/mean: 28.4706). Punctuation correctness has been improved mainly in the usage of comma, colon and periods in different syntactic patterns. Furthermore, the perception of the students in the experimental group showed that they positively value chatbots in their teaching-learning process in three dimensions: greater "support" and companionship in the learning process, as they perceive greater interactivity due to their conversational nature; greater "feedback" and interaction compared to the more traditional methodology and, lastly, they especially value the ease of use and the possibility of interacting and learning anywhere and anytime.

This article presents research that compared two correction techniques applied to a PISA text summary question written by 30 Spanish students aged 14-16, one by automatic correction software (G-Rubric) and the other by 30 Spanish language teachers varying in age, sex, and classroom experience. The methodology was a parametric approach based on latent class analysis using Latent Gold 4.5 software, and correspondence analysis. In the results, the Euclidean distances between each individual and the system were measured as low, medium or high dissimilarity, based how close the teachers' assessment was to that of the correction software. The results showed a first cluster, comprised of teachers whose correction scores exhibited a significant correlation with the tool, represented the quartile of younger and less experienced teachers. This stands in contrast to a second cluster, characterized by "high" dissimilarity, which consisted of older and more experienced teachers whose corrections deviated notably from the system, yielding scores lower than those produced by the tool. [ABSTRACT FROM AUTHOR]

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This paper shows some research which analysed the didactic functionality of Personal Learning Environments (PLEs) and Open Educational Resources (OERs). They were created by students from the Master's Degree in Information and Communication Technologies applied to language teaching and processing, at Universidad Nacional de Educación a Distancia (UNED, Spain). A thorough analysis has been carried out based on a virtual ethnography methodological framework, with a twofold qualitative dimension: on the one hand, by using the Atlas-Ti program and on the other hand by following a reticular, category-based social network analysis with UCINET and yED Graph Editor. Results show that the joint use of PLEs and OERs designed by students improves their digital competence, mainly in capabilities such as: accessing and searching for online information; articulating information needs; finding relevant information; selecting resources effectively; navigating between online sources; and creating personal information strategies. Furthermore, the scrutiny of the forums using the reticular social network analysis shows how the main benefits of the implementation of PLEs and OERs are: a student-centric approach, the development of personal knowledge management strategies and the formation of a self-regulated learning model.

This study analysed the digital competence of 1,073 students at one Italian and two Spanish universities using the COBADI 2.0 (Basic Digital Competences/Registered Trademark 2970648) questionnaire. A quantitative methodology was applied to university students' use of, and competence in, three areas of DigCom 2.1: information and data literacy, communication and collaboration, and digital content creation. The results showed that these future graduates had an upper intermediate level of competence in information and digital literacy, and communication and collaboration, but a lower intermediate level in terms of digital content creation, particularly in the creation and dissemination of multimedia content using different tools. Two student profiles were identified for time spent online: those who dedicated a lot of their time to gaming or interacting on social media, and those who used most of their online time to searching for information and completing academic work.

This diachronic study describes an innovative university experience consisting of the development of multimedia concept maps (MCM) in relation to social educators and social workers main intervention areas and an active discussion in online forums about the results obtained. These MCMs were prepared by students who attended the Information Technologies and Communication course as part of the Degree in Social Education and dual Degree in Social Education and Work during the academic years 2010-13 at Pablo Olavide University (Seville-Spain). Following a methodological framework based on virtual, collaborative action-research, a qualitative analysis is implemented to analyze 213 MCMs created by students and their interventions in ad hoc online discussion forums with a twofold methodological approach: firstly a qualitative analysis of word frequencies in MCM through the use of Atlas-Ti software and secondly a forum discussion categorization through a reticular, category based social network analysis using UCINET and yED Graph Editor. Among the most relevant conclusions, we can highlight that a combination of MCMs and discussion forums are highly interactive and collaborative digital resources and are especially beneficial when applied to social studies. Students were able to identify and categorize key areas of social and educational intervention, including: seniors, children, teens and drug dependence, people with disabilities, adults, mental health, socio-community care, and immigrants.

This article presents a research that examines the university students' risk perception when using a Learning Management System called "aLF" and implemented by the Spanish National University of Distance Education (UNED) for the development of its university distance studies. The development of comprehensive Learning Management Systems for teaching-learning distance practices in the European Higher Education Area (EHEA) is a challenge for universities all around Europe. For this reason, it is necessary to analyze not only the benefits that involve these environments but the risks perceived by its users to improve teaching methods and design better user interfaces. Through a quantitative method, we test 588 students' opinions about their risks perceptions when using this LMS to study the University degree in Pedagogy. Results show that main risks are concentrated in two dimensions: dimension 1 "basic or general" with high incidence of "fear of making mistakes" and "ignorance of the course content"; and dimension 2 "own and beyond students' circumstances" where it is important to stand out the risks not directly controlled by the students: "warning from the authorities for not developing the program", "isolation from teachers" and "delegation of control".

In this paper, the results of researcher' ongoing activities regarding the use of smartphones and a specific subject-app used at the Spanish National University of Distance Education (UNED) have been reported. The purpose of this trial is to assess the app's didactic use and potential to enhance student learning in university subjects in ubiquitous environments and developing generic competencies according to the European Higher Education Area (EHEA). To this end, a scale has been developed and validated to identify these factors based on the participation of 388 students from the class "Curriculum design and innovation" within the "University Degree in Pedagogy" program. This study has been developed through two perspectives; the first being through a descriptive methodology in which the current researcher has detailed the creation process of an app. The second perspective being through a quantitative methodology in which students' perceptions regarding the capabilities of smartphones and apps for improving learning processes in university subjects were assessed. The conclusions indicate that the use of apps developed specifically for following university subjects is highly valued by students as a new format which both supports and enhances learning practices while also providing not only further opportunities to establish connections and relations with their subjects, but also fostering collaborative work among students and professors. Therefore, it is recommended that universities continue developing new didactic strategies to connect both formal-informal and face-to-face ubiquitous learning settings.

This article presents an analysis of the orthographic errors found in university students' asynchronous digital writing. A university and a society belonging to the twenty-first century require students and professionals who can use their language correctly in any context, device and mode of communication. The research was based on a sample of 1237 digital interactions in discussion forums and emails between students of the National University of Distance Learning on subjects related to academic work. We applied a descriptive quantitative methodology by means of a statistical and lexicometric analysis of the written texts and multiple regression analysis, related to four independent variables: gender, studies, interlocutor (professor/student), and digital device (fixed, mobiles) and three orthographic sub-levels (punctuation, accentuation and spelling). The results show that there is considerable room for improvement in the orthography of university students' asynchronous digital writing. A total of 71.3% of errors were not conditioned by independent variables but by ignorance of the orthographic rules or incorrect use of the language.

This research aims to study the psycho-social impact of video games on K12 students. For this, a probabilistic topic modelling analysis method based on text mining approach has been performed. This process is based on nodes' connectivity and it has been developed through K Means approach; by launching the Jenks-Breaks algorithm. The sex differences are calculated according to a nonlinear dynamics approach based on Hurst exponent and multifractal function and the influence of time with the application of the Sobel test. The results show which are the most used video games by K12 and their psycho-social impact on students based on four categories: (1) boredom and sadness, (2) happiness and socialization, (3) immersion, and (4) families' conflicts. There are significant differences between boys and girls depending on the games they use, a factor that increases when playing more than two hours a day. For boys, games like FIFA and Fortnite produce higher levels of immersion and family conflict, while for girls, games are perceived as sources of greater happiness and a means to reinforce friendship and camaraderie, particularly with games like Brawl Stars, Rocket League, and PKXD. [ABSTRACT FROM AUTHOR]

Gamification is an educational methodology and tool that offers benefits through mechanics and dynamics. It brings motivating experiences and benefits to the instructional design approach. Several studies highlight that this methodology fosters contributions in commitment, fun, enthusiasm, motivation, satisfaction, and interaction in pedagogical contexts. The sample of 308 teachers was obtained after the mass delivery of the instrument to educational centers in Spain. The sample is nonprobabilistic, and the study participants voluntarily answered the survey. Of the participants, 69.8% were women and 30.2% were men; this proportion is representative of the population of teachers. A descriptive analysis is based on three dimensions: most used programs, devices used, and didactic functionality. These data are triangulated with an analysis through the HJ-Biplot method, which is presented as a multivariate graphical representation of the data from an Xnxp matrix. This analysis details findings on the determining role played by the teacher and the relationship between years of experience, age, devices used, and resources used, detected with descriptive and bivariate analyses. Among the conclusions are that the subjects positively value training in digital teaching competence in terms of gamification, although in real daily practice only 30% of teachers claim to use gamified tools. Gamification provides collaborative and innovative benefits in relation to its didactic functionality. [ABSTRACT FROM AUTHOR]