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The article reviews some of the relationships between AI and education, emphasizing the metaphors used, the difficulties in finding points of agreement, as well as aspects of the social criticism that is made of AI (e.g. considering that it can be a form of unwanted deviation). AI appears as one more case of technology that comes to improve education, as happened in the past with other less "intelligent" technologies, although now with more arguments in its favor. Secondly, it explores the logical mechanisms (abduction) that are widely used in human reasoning but also in AI, showing how their uncontrolled use can lead to certain conversation algorithms being able to lie, something that teachers would not do. An ethical rather than logical question is raised that deserves to be explored later.

The responsibility of a teacher preparation program (TPP) goes beyond teaching future educators the knowledge and skills of the profession. It needs to provide experiences that help them succeed in the real classroom settings (GarzaRodriguez, 2019). However, there is evidence that disconnection between what is taught in TPPs and what is needed in the practical work exists. Therefore, there is an urgent need to improve the quality of these programs by constantly evaluating their quality and effectiveness. This paper reports a pilot study on pre-service teachers' perspectives about their English as a foreign language teacher (EFL) teacher preparation program in Mexico. The aim of the study was to reveal how pre-service teachers evaluated the strengths and weaknesses of their EFL teacher preparation program. Following a mixed-method, data were collected from 17 participants using an online Likert scale, adapted from Peacock (2009), and three open questions to elicit strengths and weaknesses. Findings were divided in both quantitative and qualitative. Quantitative data indicated that students were undecided or to some extent in agreement with most of the items associated with the features of the program; however, the lowest mean was shown in the areas of meeting students' needs, the balance between theory and practice and learning some practical teaching skills. On the other hand, the qualitative results showed that students' preparation as linguists and self-reflective learners as well as some subjects from the program were perceived as strengths, while the lack of teaching experience, the content, and low English language proficiency as the main weaknesses. In conclusion, though students' perspectives were still uncertain, they provided useful information to improve the curriculum.

The global pandemic caused by the SARS-CoV-2 virus brought about a true revolution in the predominant teaching-learning processes (i.e., face-to-face environment) that had been implemented up to that point. In this regard, virtual teaching-learning environments (VTLEs) have gained unprecedented significance. The main objectives of our research were to define an explanatory theoretical model and to test a multiple serial mediation model with four variables in series (one independent variable plus three mediators) to relate perceived utility (independent variable) in the use of a VTLE and perceived learning (dependent or criterion variable) in such contexts, taking into account the mediation of subjective norm (mediator 1), ease of use (mediator 2), and intention to use behavior (mediator 3), and using the extended technology acceptance model as the theoretical framework. Additionally, we aimed to analyze the direct and indirect relationships and effects among the variables that constituted the proposed model. Methodologically, the research can be classified as a cross-sectional causal ex post facto design. A representative sample of students enrolled in higher education institutions in the Dominican Republic was used as the research population, and a standardized Likert scale was administered to measure the five dimensions of the proposed model. Finally, it is worth noting that the obtained results indicate that all direct and indirect effects considered in the model were statistically significant, except for the indirect effect, where the four predictor variables were arranged in series to verify their influence on the criterion variable: perceived learning.

Expansion in higher education and changes in student profiles have led to an increase in non-linear trajectories that do not fit into a time frame considered standard. However, universities continue to establish success and failure parameters relating to performance indicators that do not consider the heterogeneity of trajectories. The theoretical perspective on which we base our work is the complexity approach, which resituates what we understand as a trajectory of success (and failure), incorporating a broader view to better understand how students navigate through higher education. Based on research on university dropout and changes of trajectory, we present the results of a study carried out using sequence analysis in face-to-face and online universities. The research question on which this study focuses is whether, given the context of greater heterogeneity and complexity, there could be a greater similarity between the students' trajectories in face-to-face and online modalities in relation to complex trajectories. The results show that complex trajectories are very present in both modalities, and differences are observed according to students' gender and age. A key conclusion is the discussion on how we consider success and failure student trajectories in the contemporary university taking into account the perspective of complexity.

Technological resources in secondary education have had problems in their implementation, especially in public institutions, this has caused teachers to keep traditional learning methodologies, with minimal alternatives to use active methodologies due to the limited access to Information and Communication Technologies (ICT). The present research aims to analyze the use of technology and academic performance in the teaching of Mathematics in the Joaquín Lalama Educational Unit. The methodology applied had a quantitative approach, with a pre-experimental experimental design and a pretest and post-test level of analysis, with the participation of 58 first and second year high school students; direct observation and inquiry were used as techniques. The results obtained indicated that 86.2% of the students consider that they learn better when the teacher uses a traditional class; 93.1% stated that they would like to learn Mathematics with the use of technology; on the other hand, 24% of the students mentioned that teachers never use a scientific calculator in their classes and 71% and 79% stated that teachers rarely or never use a projector or software, respectively. For the application of inferential statistics according to the characteristics of the variables and the hypotheses proposed, Student's t-test for related samples was used, obtaining p-values of less than 0.05, which means that the use of technology through the application of Inquiry Based Learning (IBL) establishes significant differences in the academic performance of students. The IBL has generated an increase in academic performance at the time of the pretest and post-test analysis; 0.696 points in the average.

Personalized learning, a pedagogical approach tailored to individual needs and capacities, has garnered considerable attention in the era of artificial intelligence (AI) and the fourth industrial revolution. This systematic literature review aims to identify key drivers of personalized learning and critically assess the role of AI in reinforcing these drivers. Following PRISMA guidelines, a thorough search was conducted across major peer-reviewed journal databases, resulting in the inclusion of 102 relevant studies published between 2013 and 2022. A combination of qualitative and quantitative analyses, employing categorization and frequency analysis techniques, was performed to discern patterns and insights from the literature. The findings of this review highlight several critical drivers that contribute to the effectiveness of personalized learning, both from a broad view of education and in the specific context of e-learning. Firstly, recognizing and accounting for individual student characteristics is foundational to tailoring educational experiences. Secondly, personalizing content delivery and instructional methods ensures that learning materials resonate with learners' preferences and aptitudes. Thirdly, customizing assessment and feedback mechanisms enables educators to provide timely and relevant guidance to learners. Additionally, tailoring user interfaces and learning environments fosters engagement and accessibility, catering to diverse learning styles and needs. Moreover, the integration of AI presents significant opportunities to enhance personalized learning. AI-driven solutions offer capabilities such as automated learner profiling, adaptive content recommendation, real-time assessment, and the development of intelligent user interfaces, thereby augmenting the personalization of learning experiences. However, the successful adoption of AI in personalized learning requires addressing various challenges, including the need to develop educators' competencies, refine theoretical frameworks, and navigate ethical considerations surrounding data privacy and bias. By providing a comprehensive understanding of the drivers and implications of AI-driven personalized learning, this review offers valuable insights for educators, researchers, and policymakers in the Education 4.0 era. Leveraging the transformative potential of AI while upholding robust pedagogical principles, personalized learning holds the promise of unlocking tailored educational experiences that maximize individual potential and relevance in the digital economy.

This research reports the implementation of an evaluation instrument of the slope concept in high school students. The design of this study was based on four dimensions: Skills, Properties, Uses and Representations (SPUR model; Thompson & Kaur, 2011) and on three conceptualizations: constant ratio, behavior indicator and trigonometric conception. This work adopts a qualitative approach to analyze the students' productions and a quantitative approach when obtaining the percentages of the student's responses. The general objective of the work is to evaluate the effect produced by a group of tasks designed with the SPUR model on the slope concept in high school students. The results show that students have traditional conceptualizations of the slope as a constant ratio and trigonometric conception. However, these conceptualizations emphasize more procedural aspects than conceptual ones. This finding could partially explain why students can solve certain tasks of procedural nature but not conceptual tasks that usually require a multifaceted view of the slope.

This essay discusses the utilization of safeguard strategies, particularly Improvement Science principles, in the academic and professional writing of scholar-practitioners within EdD programs. These strategies bridge the gap between theory and practice, enabling graduate students to apply their scholarly insights meaningfully. The essay highlights the roles of bias, professional wisdom, positionality, and reflexivity in inquiry, empowering scholar-practitioners to develop authentic solutions to the problems of practice they encounter. Drawing on the recommendations of Perry and colleagues (2020), the essay emphasizes rigorous data collection, explicit theoretical frameworks, evidence of impact on practice, and transparent mitigation of biases. Strategies such as positionality and reflexivity statements, adoption of Improvement Science as a conceptual framework, critical questions as safeguards, and engagement with critical friend groups (CFG) enhance the integrity and rigor of scholar-practitioners' inquiries. By implementing these measures, scholar-practitioners foster a robust examination of problems of practice and contribute to the advancement of knowledge.

Cognitive and affective interrelationships are increasingly gaining importance in educational literature, assigning emotions a prominent role in the teaching and learning process. This study aims to promote awareness among prospective teachers of their emotional vulnerability and the influence of affective and emotional aspects in the teaching of natural sciences, mathematics, and social sciences. The research had a dual purpose: to analyse the beliefs, attitudes, and emotions of prospective teachers regarding the teaching of these disciplines and to examine the impact on their beliefs and emotions after undergoing specific training. The study topic is justified by the growing attention emotions are receiving as decisive factors in learning processes and the persistent substantial gap in scientific education research, particularly in the realm of online teacher training. To address and analyse this gap, a descriptive quantitative survey study on beliefs, attitudes, and emotions towards the teaching of these courses before and after participation in a training program was designed. The analysis of the data revealed results consistent with previous studies. Specifically, the results demonstrated that prospective teachers showed more negative emotions, beliefs, and attitudes towards the teaching of natural sciences and mathematics compared to the teaching of social sciences. However, in all cases, improvements were observed after receiving specific training. These findings highlight the need to incorporate emotional improvement projects into online teacher training, particularly in the fields of natural sciences and mathematics.

Interculturality, inclusion, and diversity are generally associated with bilingualism in countries with different sociocultural identities, but rarely with school coexistence among students hailing from different backgrounds. The present systematic review is framed in a descriptive-qualitative approach since its main objective is to provide an account of the relationship between welcoming, school coexistence, and the integration and inclusion processes in schools in countries receiving foreign migrant families. For this purpose, Web of Science, SCOPUS, EBSCO, and SCiELO databases were searched using a reference chain, and according to search results, 26 empirical studies retrieved from those databases published between 2010 and 2020 were analyzed. The main findings indicate that the inclusion process is developed through the acculturation and disciplining devices of foreign children to the dominant national logic, which marks a hierarchical difference between nationalities. They also highlight the recognition of cultural diversity under the logic of folklorization and a vision that focuses on academic achievement rather than on the particularities that cultural diversity can contribute to social relations and learning within the school.

This article aims to show the results of implementing a training methodology in a group of participants within an intensive course on educational innovation. The motivation for this course was to promote innovative ideas that could be scaled into possible open educational entrepreneurship projects. Based on descriptive statistical analysis, that included a multivariate statistical analysis, an analysis of means and nonparametric tests of the data comparison of medians and ranges and Spearman's correlation, this article considered the SEL4C methodology, which was intended to support the ideation process and develop the participants' perceived achievement of social entrepreneurship and complex thinking competencies. The proposed methodology was validated to develop social innovation ideas even in a limited time and improved the participants' perception of achieving both competencies. This article contributes to the validation studies of this methodology and the academic approaches that seek efficient tools for acquiring and developing transdisciplinary competencies.

Grade repetition is an issue with important educational implications. This study analyzes the effect of cognitive variables, socio-economic status, as well as the interaction of socioeconomic status with ethnic origin, on the probability of not repeating. Data were collected to calculate socioeconomic status using the Hollingshead Socioeconomic Index, and the following tests were administered to collect information on cognitive variables: the Primary Mental Aptitude Test (PMA), the Raven's Progressive Matrices Test, and the Wechsler Intelligence for Children Information Scale (WISC IV). The sample consisted of 664 students of Compulsory Secondary Education (ESO), Baccalaureate and intermediate and higher vocational training. The results confirm the predictive power of socioeconomic status. With regard to cognitive variables, significant results were only obtained when the WISC-IV Information Scale was taken as a predictor, this measure being related to crystallized intelligence. The influence of the origin of the students did not yield significant results. There is a clear need for a debate and a rethinking of the issue leading to the identification of new strategies to reduce grade repetition and its negative effects.

Colour in the classroom, either in isolation or in conjunction with other environmental factors, is an element that has been widely discussed in the scientific literature, albeit not systematically. On the other hand, its evolution towards coloured light, made possible in recent years by light emitting diode (LED) technology, has hardly found a place among researchers. Despite the progressive rise of smart classrooms, intelligent learning environments or references by some authors to "dynamic lighting", its analogous concept, "dynamic colour", hardly appears in reviews of the scientific literature. This exploratory, quasi-experimental study shows how coloured light affects the learning process in primary school classroom environments, integrating cognitive processes, instrumental learning and affective processes, and helping to define the dynamic potential of its use. The experimental part has been carried out for four weeks, collecting data that are analysed descriptively, comparatively with the control group and in the internal variance of the experimental group. The results show positive influence tendencies in the cognitive and affective processes of the students, although not so much in instrumental learning.

Peer status among preschool children has been associated with their roles in aggression-related interactions. This study analyses the differences between aggressors, victims, aggressor-victims and defenders on two measures of peer status (social impact and social preferences) whilst controlling for individual factors. The sample comprised 394 preschool children (184 girls, 210 boys) between the ages of 3-6 years old (M = 4.36, SD = 0.87) and their parents supplying information about socio-demographic variables and children's emotion regulation. Teachers rated emotional competences for each child in their class. Analysis of covariance along with Bonferroni-adjusted post-hoc comparisons were conducted to compare mean scores between the aggression roles for social impact and social preference while controlling for significant individual factors. The results revealed that aggressors and aggressor-victims exhibited higher social impact but lower social preference after controlling for individual factors. In contrast, defenders enjoyed higher social status among their peers, characterized by both higher social preference and social impact. Victims were associated with lower social preference and social impact. Uninvolved children consistently exhibited lower social impact. Results underscore the need for interventions that focus on promoting prosocial behaviors, addressing aggressive tendencies, and enhancing emotional competences to create a more positive and supportive peer environment.

This paper contributes to curriculum theory from the perspective of a fundamental critique of education. Its objective is two-fold: to analyze both traditional and critical approaches to the curriculum and the types of education that flow from them and to propose changes that could result in significant improvements to the curricula through the radical and inclusive approach. The principles of pedagogy are redefined from the standpoint of this approach, aiming to enhance the educational potential of the curricula. The method of the paper is hermeneutic and dialectical, critically disputing the utility of curriculum theory and of the international policies that drive current educational practice. The essay's arguments are developed throughout in the dialogical space between the critique and the proposed changes. These arguments are oriented toward complementarity and aim to redefine education and the curriculum in terms of complexity and a higher level of consciousness. The conclusions suggest that the radical and inclusive approach can produce significant, thoroughgoing change in curricula, education, and pedagogy.

In the last three decades, the promotion of stakeholder involvement in evaluation has been gaining relevance in the Latin American and internationally, across varied agencies, institutions, and civic organizations. The 2030 Agenda and the Global Evaluation Agenda have also recognized the centrality of participation in evaluation. This article explores stakeholder involvement in evaluation based on collaborative work with stakeholders from 15 evaluative experiences. It shows what characterizes participatory evaluation in the region today and the principles of this practice.

This article aims to analyze conceptual, epistemological, and didactic perspectives that contribute to the modeling of scientific culture in normative and curricular documents guiding initial teaching education in natural sciences programs in Chile. A qualitative approach was employed, utilizing thematic content analysis to inductively extract codes. These codes were grouped into the following categories: (1) Science literacy, (2) Science for citizenship, (3) Science education, (4) Teacher education and standards, (5) Teaching and learning process, and (6) Epistemological and didactic approaches. These categories provide insights to the modeling of scientific culture from the documents analyzed. The study concludes that the referenced model of scientific culture transcends deficit thinking and simplistic tendencies by incorporating sociocultural aspects, thus offering opportunities for a contextualized scientific education. While the model recognizes multiple cultural dimensions involved in the development of scientific literacy, there are noticeable inconsistencies in the epistemological and didactic aspects, indicating traces of 'traditional' visions in cultural and scientific education. Therefore, it is recommended that approaches nurturing the development of southern epistemologies and a scientific culture tailored to local contexts be integrated alongside global trends in teacher education.

Primary school textbooks can enhance the acquisition of arithmetic word problem solving skills by offering diverse problems based on their semantic-mathematical structure with targeted reasoning aids, including schematics highlighting their mathematical structure. While certain countries, such as the USA and Singapore, have made progress in improving the problems and aids found in their textbooks through the use of specific theoretical-methodological approaches, textbooks from other countries, such as Spain, have included a very limited variety of problems, with hardly any aids to reasoning. Recently, however, two of the most widely used Spanish publishers have released textbooks that adhere to these theoretical-methodological approaches. To assess whether these textbooks progressed past their predecessors in relevant aspects related to the resolution of arithmetic word problems, we conducted an analysis of the quantity of problems and their variety in terms of semantic-mathematical structure and level of difficulty, as well as the inclusion of schematic representations of their mathematical structure. The study demonstrated improvements among textbooks when publishers adopted a theoretical framework, suggesting that a reference framework could enhance textbook design. This is particularly relevant in countries such as Spain, where there are no applicable standards or official curricula for designing textbooks related to solving arithmetic word problems.

To explore the existing literature on the effect of Interprofessional Education (IPE) on the work environment of health professionals. The research question was systematized according to the PCC (Population, Concept, and Context) format. A scoping review was performed. A search of multiple bibliographic databases identified 407 papers, of which 21 met the inclusion criteria. The populations of the 21 studies reviewed were composed of professionals in the fields of medicine, nursing, psychology, occupational therapy, physiotherapy, and social work, among others. The study contexts were both academic and nonacademic hospitals, mental health institutions, and community settings, and the topics examined were organizational climate, organizational culture, organizational attachment and job satisfaction. The findings from the reviewed studies showed positive effects of IPE interventions on organizational climate and culture, but the results on job satisfaction and organizational attachment were mixed (i.e., positive and no effects following IPE interventions). Research on IPE is worth more attention as IPE could be an effective alternative for the fulfillment of the Quadruple Aim and achieving the third of the United Nations Sustainable Development Goals, aimed at improving health and well-being. It seems critical for IPE to be positioned as a trend in global health, aiming at boosting human health resources as one of its building blocks and calling the attention of health decision-makers.

Background: Social isolation measures by the COVID-19 pandemic have impacted teaching work. In an "Emergency Remote Teaching" (ERT) context, it is relevant to investigate the factors that affect teachers' self-efficacy. Methods: A total of 289 teachers from schools in southern Spain have participated in this study. They have been asked about their levels of burnout, engagement, and resilience. Comparisons were made by groups in accordance with sex, type of center they belonged to, school social context, and educational level in which the teacher taught. Using a Structural Equations Model, the multivariate relationships between the variables related to burnout, engagement, and resilience were described. Results: During the ERT, teachers' self-efficacy was influenced by the 3 factors: burnout--exhaustion and cynicism--engagement, and resilience. During the ERT, the teachers in semi-private and private centers showed greater self-efficacy. In turn, the teachers in childhood and primary education showed a significantly higher level of work engagement than the teachers in compulsory and post-compulsory secondary education. Conclusions: The results in relation to ERT are discussed in the context of the exceptionality and universal globality of the pandemic phenomenon and the complex self-perception of the social value of the teaching function.

MITCA (homework implementation method) was born with the purpose of turning homework into an educational resource capable of improving the self-regulation of learning and the school engagement of students. In this article, following the current theoretical framework, we evaluate the impact of the MITCA method on school engagement in students in the 5th and 6th years of Primary Education. While the control group of students who did not participate in the 12 weeks of MITCA (N = 431; 61% of 5th grade) worsened significantly in emotional, behavioral, and cognitive engagement, these pre-post differences do not reach significance for the group that has participated in MITCA, even observing a tendency to improve. After the intervention, the students who participated in MITCA (N = 533; 50.6% of 5th grade) reported greater emotional and behavioral engagement than the students in the control group. MITCA students showed positive emotions, were happier in school and were more interested in the classroom, paid more attention in class, and were more attentive to school rules. The conditions of the tasks' prescription proposed by MITCA would not only restrain the lack of engagement but would also improve students' emotional and behavioral engagement in school found in the last years of Primary Education. In the light of the results, a series of educational strategies related to the characteristics of these tasks, such as the frequency of prescription and the type of correction are proposed.