Food consumption and remote working conditions among Brazilian Primary Schools teachers during the COVID-19 pandemic / Consumo de alimentos y condiciones de trabajo remoto en maestros brasileños de básica durante la pandemia de COVID-19

Introduction: Teaching work, which is characterized by being exhausting, with a significant workload, with synchronous and/or asynchronous remote classes. Objective: To describe associations between the working conditions of school teachers at home and their food consumption during the suspension of face-to-face classes. Materials and methods: Cross-sectional study using a self-administered online questionnaire with 15,372 working teachers from Minas Gerais, Brazil. The dependent variables analyzed were the consumption of healthy and unhealthy foods. Independent variables included sociodemographic factors, remote work conditions, understanding of online technologies, computer access, and quality of Internet connection. The Poisson model with robust variance was used to determine the association between working conditions and food consumption. Results: In the analysis of the adjusted multivariate model, there was a significant association between eating habits and the following variables: gender, age, working hours (per week), feelings regarding teachers' work during the pandemic, working hours during the pandemic and quality work internet connection. Our data shows that teachers' remote working conditions are associated with worse food consumption. They also showed that working hours equal to or greater than 40 hours per week, feelings of dissatisfaction with working conditions during the pandemic, increased working hours during the pandemic and poor quality of internet connection were variables correlated with the consumption of unhealthy foods. Conclusions: Remote working conditions during the pandemic influenced primary school teachers' food choices. More studies are needed to delve deeper into issues related to teachers' working conditions and the implications for food choices(AU)

Introducción: La labor docente se caracteriza por ser agotadora, con una importante carga horaria, con clases remotas síncronas y/o asíncronas. Objetivo: Describir la asociación existente entre las condiciones del trabajo remoto de los docentes de la educación básica y el consumo de sus alimentos durante el período de suspensión de las clases presenciales. Métodos: Es un estudio transversal mediante cuestionario en línea autoadministrado con 15.372 docentes activos en Minas Gerais, Brasil. Las variables dependientes analizadas fueron el consumo de los alimentos saludables y de los no saludables. Las variables independientes incluyeron los factores sociodemográficos, las condiciones del trabajo remoto, la comprensión de las tecnologías en línea, el acceso a las computadoras así como la calidad de la conexión a la Internet. Se utilizó el modelo de Poisson con variación robusta para determinar la asociación entre las condiciones del trabajo y el consumo de los alimentos. Resultados: En el análisis del modelo multivariado ajustado hubo una asociación significativa entre los hábitos alimentarios y las siguientes variables: el género, la edad, la jornada laboral semanal, el sentimiento sobre el trabajo durante la pandemia, la jornada laboral durante la pandemia y la calidad de la conexión a la internet. Nuestros datos demuestran que las condiciones del trabajo remoto de los docentes están asociadas con un empeoramiento en el consumo de los alimentos. También mostraron que la jornada laboral igual o superior a unas 40 horas semanales, los sentimientos de insatisfacción con las condiciones laborales, el aumento de la jornada laboral y la mala calidad de la conexión a la Internet durante la pandemia fueron variables correlacionadas con el consumo de alimentos no saludables. Conclusiones: Las condiciones del trabajo remoto durante la pandemia influyeron en las elecciones alimentarias de los docentes de la educación básica. Se necesitan más estudios para profundizar en los aspectos relacionados con las condiciones laborales de los docentes y sus implicaciones en la elección de sus alimentos(AU)

Online Learning in Medical Student Clerkship: A Survey of Student Perceptions and Future Directions.

Background The coronavirus disease 2019 (COVID-19) pandemic had a major impact on medical education with clerkship students abruptly removed from clinical activities in 2020 and hastily immersed in online learning to maintain medical education. In 2022, students returned to in-person clinical experiences, but synchronous learning sessions continued online with extensive use of asynchronous online resources. This change offers a unique opportunity to gather information about students' perspectives regarding the acceptability and effectiveness of online learning strategies. This study aims to explore the clerkship student experience with the integration of online learning and in-person learning into formalized educational sessions in clerkship. Methodology The authors administered an online survey to clerkship students at the Cumming School of Medicine at the University of Calgary, Canada in spring 2022. The survey consisted of primarily Likert-style questions to explore the perceived effectiveness of various online learning strategies. Results are reported as the proportion selecting "quite effective" or "extremely effective." Results A total of 89 students responded to the survey (57.4% of graduating class). For synchronous online learning, case-based learning was perceived as the most effective teaching strategy (61.8%), and audience response systems were the most effective strategy for improving audience engagement (70.1%). For asynchronous online learning, interactive cases (84.9%) and student-developed online study guides (83.6%) were perceived as the most effective. Students held varying perceptions regarding how online learning impacted their well-being. When considering future clerkship curricula, the majority of clerkship students preferred a blend of in-person and online learning. Conclusions This study identified that most clerkship students prefer a hybrid of in-person and online learning and that ideal online learning curricula could include case-based learning, audience response systems, and a variety of asynchronous learning resources. These results can guide curriculum development and design at other medical institutions.

Burnout and motivation to study medicine among students during the COVID-19 pandemic.

Aim: To investigate medical students' burnout and motivation levels in each of the six years of their studies during the COVID-19 pandemic and identify independent predictors of burnout and motivation. Methods: An anonymous cross-sectional survey was sent to the students of all six years within our school. Burnout was measured with the adapted Oldenburg Burnout Inventory questionnaire (OLBI-S) and motivation with the updated Strength of Motivation for Medical School (SMMS-R) questionnaire. Univariate analysis was performed with the Kruskal-Wallis test and Spearman's correlation, while multivariable analysis with linear regression models. Results: A total of 333 medical students (52% of student body) responded. Higher burnout levels correlated with lower motivation to study medicine (rho = -0.30, p < 0.001). Burnout levels differed between the six years of medical studies, peaking in years two and four whereas being the lowest in year one (p = 0.01). Motivation levels differed significantly as well, peaking in years one and four whereas being the lowest in years five and six (p = 0.012). In the multivariable linear regression models, being a female (b = 2.22, p = 0.016), studying in the fourth year vs. first year (b = 2.54, p = 0.049), having a perceived beginner/intermediate vs. advanced/expert technology level (b = 2.05, p = 0.032) and a perceived poor school support system (b = 6.35, p < 0.001) were independently associated with higher burnout levels. Furthermore, studying in the fifth year vs. first year (b = -5.17, p = 0.019) and a perceived poor school support system (b = -3.09, p = 0.01) were independently associated with a reduced motivation to study medicine. Conclusion: Our study highlighted potential areas for intervention to decrease the rate of burnout and low motivation among medical students. However, further research is needed to unravel the full effect of the pandemic on medical students.

Use of Active Learning During Emergency Remote Teaching in COVID-19 Pandemic.

The mandatory isolation caused by COVID-19 required the adoption of emergency remote teaching, which caused difficulties for instructors, especially for those who use active learning that depends on student participation in class. This study aimed to investigate the ability of instructors to apply active learning effectively given the pandemic context. This was a cross-sectional observational study carried out in an undergraduate medical school. The sample was composed from one to three classes of 28 instructors that were observed synchronously. Each class was analyzed using a form created from an adaptation of the PORTAAL tool, aiming to evaluate quantitatively essential elements for active learning. We observed that the mean times devoted to activities and active participation of students were 54.8% and 33.1% of the total class time, respectively. Among the time spent in student interactions, the intra-group demanded the highest percentage of the class time. Additionally, 22.0% of the activities presented a high level in Bloom's taxonomy and there was a positive correlation between the percentage of activities at higher Bloom levels and the percentage of class time with student participation, intra-group or between-group interactions, supporting the use of higher-order cognitive skills in a collaborative and student-centered context. In conclusion, our findings indicate that some instructors were able to apply essential elements for an active and collaborative learning even during the emergency remote teaching.

Comparing Student Performance in Emergency Remote and Face-to-Face Collaborative Learning Courses.

The start of the COVID-19 pandemic forced an unprecedented shift from face-to-face (F2F) instruction to emergency remote teaching (ERT) for over one billion learners worldwide. Studies from K-12 and higher education have begun to address the impact of ERT on student learning and well-being. The lessons learned from ERT will likely shape the response to future public health emergencies and inform the design and implementation of remote courses. As such, it will be important to identify teaching practices in ERT that promoted student engagement and learning. Here, we address whether undergraduate collaborative learning courses were able to support student content knowledge outcomes at similar levels in ERT as compared to F2F classroom environments. Specifically, we tracked student performance in three different team-based undergraduate neuroscience courses. These courses were all taught by the same instructor during the academic years 2020-2021 and 2021-2022. Importantly, we found that student scores on individual and team assessments as well as measures of course satisfaction were similar between ERT and F2F. Taken together, our data suggest that the virtual collaborative learning environment in these courses was not associated with a decrease in student or team performance when compared to a traditional F2F classroom.

Experiencias de docentes y estudiantes en la educación remota de emergencia: oportunidades para mejorar la educación del pregrado en medicina / Faculty and student experience during remote emergency education: opportunities for improving undergraduate medical education

Introducción: Los ciclos clínicos de pregrado representan los escenarios principales en los que los estudiantes de medicina consolidan los conocimientos. Sin embargo, a principios de 2020, la mayoría de los estudiantes fue confinada en sus domicilios debido a la pandemia por el SARS-CoV-2. Los procesos formativos continuaron desde los hogares por medio de la educación remota de emergencia, una modalidad de enseñanza basada en el uso intensivo de la tecnología que, a pesar de hacerse de manera improvisada, respondió a la situación educativa de urgencia. El propósito de este estudio fue indagar la experiencia educativa de estudiantes y docentes que se encontraban en los años clínicos de pregrado de la carrera de medicina con el fin de identificar las oportunidades de mejora en la enseñanza a partir de la crisis sanitaria vivida. Sujetos y métodos: Se realizó un estudio cualitativo de carácter descriptivo con la técnica de grupos focales. El análisis se basó en la reducción de datos, en la triangulación entre estamentos y en la bibliografía del tema. Resultados: Se realizaron 16 grupos focales con un total de 148 participantes. Se identificaron cuatro categorías generales: a) enseñanza y aprendizaje; b) evaluación de la práctica clínica; c) identidad profesional, y d) sugerencias en busca de mejoras en la formación de los médicos Conclusiones: Las reflexiones reconocen la necesidad de incorporar las tecnologías digitales de una manera planeada y diseñada en conjunto por expertos y docentes para adaptarlas a las necesidades de los contextos educativos, y continuar con modelos híbridos o combinados para mejorar la educación médica.(AU)

Introduction: During medical education, undergraduate clinical cycles represent the main scenarios where students consolidate knowledge. However, in the early 2020s, most students were confined to their homes due to the SARS-Cov-2 pandemic. In this situation, the digital network allowed the educational processes to continue from their homes through remote emergency education (REE), a teaching modality based on the intensive use of technology that, despite having been improvised, responded to the emergency educational situation. Therefore, this study aimed to investigate the educational experience of students and teachers in the undergraduate clinical years of the medical degree in order to identify opportunities for improvement in teaching after the health crisis. Subjects and methods: A descriptive qualitative study was carried out with a phenomenological approach through the focus group technique. The qualitative analysis was based on data reduction and triangulation between strata and subject literature. Results: Sixteen focus groups were integrated with a total of 148 participants. Four categories were identified: a) teaching and learning; b) evaluation of clinical practice; c) professional identity, and d) suggestions for improvement in the training of physicians. Conclusions: The reflections lead to recognizing the need to incorporate digital technology designed by experts and teachers to adapt them to the real needs of the educational contexts and to continue with a hybrid or combined model that supports the improvement of medical education.(AU)

Resilient pedagogy: experiences of kinesiology faculty during COVID-19.

The COVID-19 pandemic required an emergency shift to remote teaching. Despite their limited previous experience with online or hybrid teaching, our cohort of kinesiology faculty (n = 112) had high confidence in their ability to deliver quality educational experiences for their students during the pandemic. With support from their institutions, technology departments, and teaching and learning centers, faculty developed new skills and organizational strategies. To achieve this, 81% of faculty reported needing extra course preparation time to deliver high-quality remote teaching, with 51% needing up to 5 extra hours per week per course. There is a fraction of faculty from this study excited about the prospect of teaching online in the future. These newfound online teaching skills should be leveraged to modernize course offerings in kinesiology departments, supporting student recruitment, retention, and success.NEW & NOTEWORTHY The COVID-19 pandemic caused temporary and permanent changes to higher education, specifically kinesiology programs. This article highlights the resiliency of faculty in kinesiology programs, how they adapted, where they felt supported, and what they hope to bring with them into their future pedagogy practices.

Technology integration in emergency remote teaching: teachers' self-efficacy and sense of success.

Sense of success and self-efficacy regarding technology integration in teaching are among the most important factors that influence teachers' well-being and professional development, and may have a substantial impact on student learning. In this quantitative study (N = 735 K-12 teachers in Israel), we explored the factors contributing to sense of success in emergency remote teaching and self-efficacy for integrating technology in teaching following the experience of teaching during COVID-19 days. We use decision-tree models to look at nuanced relations. Overall, our findings highlight the crucial-albeit not surprising-role of experience in teaching with technology as an important factor that promotes sense of success and self-efficacy. Going beyond this factor, we emphasize that emotional difficulties in times of emergency may serve as an important risk factor, and that taking a leading role in school may serve as an important protective factor. We also found an advantage to STEM and Language teachers, compared with Social Sciences and Humanities teachers. Following our findings, we conclude with a set of recommendations that could enhance school-based teaching and learning at large.

The power of positive deviance behaviours: From panic-gogy to effective pedagogy in online teaching.

This study examines university faculty members' successful behaviours and the factors influencing these behaviours, when dealing with the issues posed by emergency remote teaching during the COVID-19 pandemic. Data was gathered through interviews with 12 carefully chosen instructors who competently prepared and implemented their first online classes despite various challenges encountered during the crisis. Interview transcripts were analysed by applying the theoretical concepts of the positive deviance approach to identify exemplary behaviours in the face of crisis. The results revealed that the participants performed three unique but effective behaviours, called 'positive deviance behaviours', in their online teaching: philosophy-driven decision making informed planning and ongoing performance monitoring. These behaviours were affected by individual factors (e.g., community engagement and emotion management during different phases of emergency remote teaching) and organisational factors (e.g., networks/hardware and training/support). By examining the positive deviance behaviours of instructors who delivered effective classes, this study offers online teaching and faculty development strategies in both crisis and non-crisis situations.

Designing for digital transformation of residency education - a post-pandemic pedagogical response.

BACKGROUND: The forced transition to emergency remote teaching (ERT) during the COVID-19 pandemic has significantly impacted health professions education worldwide. In Sweden, the need for alternative solutions for the training of junior doctors became urgent, as many of the mandatory onsite courses required for residents to qualify as specialists were canceled. The purpose of this study was to understand course leaders' perceptions and experiences of using digital technologies, such as video conferencing, to teach medical residents (ST) during the pandemic and beyond. METHODS: A qualitative study using semi-structured interviews was conducted with seven course leaders responsible for residency courses during the first year of the pandemic to capture their perceptions and experiences. The interviews were transcribed verbatim and analyzed using thematic analysis, drawing on the technology affordances and constraints theory (TACT) as a framework to explore pedagogical strategies and new teaching practices emerging from the forced use of digital technologies for remote teaching. RESULTS: The data analysis revealed affordances of, as well as constraints to, teaching specialist medical training during the pandemic. The findings show that the use of digital conference technologies for ERT can both enable and inhibit social interactions, the interactive learning environment and the utilization of technological features, depending on the individual course leaders' goals of using the technology and the situated context of the teaching. CONCLUSIONS: The study reflects the course leaders' pedagogical response to the pandemic, as remote teaching became the only way to provide residency education. Initially, the sudden shift was perceived as constraining, but over time they found new affordances through the enforced use of digital technology that helped them not only to cope with the transition but also to innovate their pedagogical methods. After a rapid, forced shift from on-site to digital courses, it is crucial to utilize experiences to create better preconditions for digital technology to facilitate learning in the future.

Predictors of satisfaction with emergency remote teaching (ERT) during Covid 19 among undergraduate students of Nigeria's premier university.

University of Ibadan, Nigeria's premier university commenced emergency remote teaching (ERT) in February 2021 in other to control the spread of Covid-19. After a full session of learning through this mode, this paper investigated determinants of undergraduate students' satisfaction with the institution's ERT. Proportional-to-size sampling was used in obtaining the sample size of 366, while respondents were selected using convenience sampling. Data collection was through a structured questionnaire and data were collected on the factors-attitude, affect, motivation; perceived behavioural control (accessibility, self-efficacy, ease of use); and cognitive engagement. Findings showed that all the variables except accessibility had significant relationships with students' satisfaction. However, only motivation to learn (ß = 0.140, p = 0.019) and cognitive engagement (ß = 0.154, p = 0.005) were significant predictors of students' satisfaction with the ERT. The study emphasized the need for the institution to take steps towards ensuring that online learning is interesting and motivating for students, such that when faced with such abrupt change in learning mode in the future, students are motivated to learn and are willing to invest their mental effort into understanding their academic work, which may ultimately improve their satisfaction with the learning process.

Post-pandemic pedagogy: Emergency remote teaching impact on students with functional diversity.

The Covid-19 outbreak caused transition from face-to-face teaching to Emergency Remote Teaching (ERT). Due to the hastily and disorganized implementation of ERT considerable difficulties were caused for all the students. Aim of the present study was to investigate (i) parents' views of students with functional diversity regarding ERT during the Covid-19 pandemic and (ii) how their children's functional diversity affected participation in ERT. ERT proved to be an even greater challenge for those students, who faced various learning, psychological and technical problems that further hindered the learning process. In the current research, the views of 12 parents of students with functional diversity were collected with semi-structured interviews. A Modern Greek dataset of qualitative humanistic-linguistic data was created. A novel type of data analysis, combining qualitative descriptive analysis by hand and Artificial Intelligence (AI)-based linguistic analysis was performed on the interview text. Results revealed (i) how those students responded to ERT, (ii) the way that their functional diversity affected their attendance on the online courses and (iii) how their parents evaluate the educational dimension of ERT along with any changes noticed in their children's psychological and emotional state. Parents' evaluations disclosed the overall negative impact of ERT on their children and presented their suggestions for meeting their children's special needs in case of ERT appliance in the future. The current research is considered significant as it investigates ERT impact on K-12 students with functional diversity during the Covid-19 pandemic, based on authentic humanistic data. Our research contributes on (i) the creation of this kind of dataset, as this particular group of students is hard to come by and their collection constitutes a significant contribution and (ii) the two-fold way data analysis methodology, which is novel, combining linguistic and qualitative processes (semantic and sentiment analysis), providing important findings.

Teacher Resilience During COVID-19: Comparing Teachers' Shift to Online Learning in South Africa and the United States.

The Covid-19 pandemic created the largest global disruption of education in recorded history. This unique qualitative study examined teacher resilience as they taught remotely with technology during the pandemic, and the experiences of teachers with a comparison across a developed country (US) with a developing country (South Africa). Data from a teacher resilience survey was gathered to explore factors of teacher resilience and interview data provided insight into teacher experiences. A grounded coding methodology was used to analyze the content. Within the examination of the extant literature, a Socio-Ecological Technology Integration framework (SETI) was developed and presented as a lens to conceptualize the full extent of all the socio-ecological factors involved in teacher technology integration including those in the school, district, and nationally. The findings reveal that teachers in South African reported less support and resources and greater challenges, yet overall reported themselves as more resilient than teachers in the US. From the findings, six factors emerged that impacted teachers' experiences during ERT: self-efficacy, growth, motivation, resources, support, and teacher challenges. The major challenges from both countries were: time management, student issues, isolation, anxiety, meeting student needs, technology, and student engagement.

Will we ever teach mathematics again in the way we used to before the pandemic?

After about two years of emergency remote teaching during the pandemic, the teaching of mathematics is slowly returning to (what used to be called) normal. However, after the period of mostly teaching online, there is uncertainty about the extent to which we will return to the way we were teaching before. In this survey paper we attempt to give some background to the impact that emergency remote teaching may have had on teaching mathematics. We examine the possible social implications and then focus on the changing mathematics classroom, focusing on the actual mathematics curriculum, learning design and assessment, the role of collaborative activities and social media, educational videos, and the role of family and parents in future. There are indicators from the literature that educators may not return to the traditional way of teaching entirely, especially in secondary and higher education. We conclude with describing some possible new research areas that have developed through emergency remote teaching, including online education for younger learners, local learning ecosystems, the role of family and parents, instructional design, and the mathematics content of curricula.

Protective and risk social dimensions of emergency remote teaching during COVID-19 pandemic: A multiple mediation study.

The changes in teaching due to COVID-19-related restraints generated distress among teachers, putting their job-related efficacy and satisfaction at risk. This study deepens the community-related protective and risk factors in teachers' experience. An online questionnaire detecting social distancing burnout, job-related distress experience, efficacy and satisfaction, and Sense of Community (SoC) was administered to 307 Italian teachers. A multiple mediation model was tested with Structural Equation Modeling. Evidence showed that social distancing burnout could increase teachers' distress rates and, through them, impact their job-related efficacy and satisfaction; however, its effects on the latter depended on the kind of distress mediating. Conversely, SoC could support their job-related efficacy and satisfaction, yet no association with their distress rates emerged. The role of social distancing and Information and Communication Technologies (ICTs)-related distress as the main threats for teachers stems, along with the one of job distress and the community of belonging as assets on which teachers relied.

Data-driven decision-making in emergency remote teaching.

Decision-making is key for teaching, with informed decisions promoting students and teachers most effectively. In this study, we explored data-driven decision-making processes of K-12 teachers (N = 302) at times of emergency remote teaching, as experienced during the COVID-19 pandemic outbreak in Israel. Using both quantitative and qualitative methodologies, and a within-subject design, we studied how teachers' data use had changed during COVID-19 days, and which data they would like to receive for improving their decision-making. We based our analysis of the data on the Universal Design of Learning (UDL) model that characterizes the diverse ways of adapting teaching and learning to different learners as a means of understanding teachers' use of data. Overall, we found a decline in data use, regardless of age or teaching experience. Interestingly, we found an increase in data use for optimizing students' access to technology and for enabling them to manage their own learning, two aspects that are strongly connected to remote learning in times of emergency. Notably, teachers wished to receive a host of data about their students' academic progress, social-emotional state, and familial situations.

Adapting Under Pressure: A Case Study in Scaling Faculty Development for Emergency Remote Teaching.

This case study examines the adaptation of an existing online, asynchronous faculty development resource at the University of New Mexico to support the unanticipated need for all instructors to teach remotely starting in spring 2020, due to the COVID-19 pandemic. The course-entitled Evidence-Based Practices for Teaching Online (EBPTO)-was previously utilized to support instructor transitions to distance education by applying constructivist principles to the development of evidence-based online teaching practices. The course was adapted to address institutional and instructor needs as a result of the pandemic, including increasing facilitation resources. The largest EBPTO cohort, with 117 participants, began in June 2020. Data were collected through a reflective journal administered at the mid-point and an end-of-course survey. Analysis of the reflective journal provided insight into participants' learning experience in terms of key "takeaways," LMS tools that they had the opportunity to practice, and "lingering questions" that they had. The top 3 takeaways were the usefulness of course mapping, the usefulness of backwards design, and the deepening familiarity with LMS tools. Results from the end-of-course survey showed positive feedback from participants regarding perceived achievement of the course learning objectives, even after scaling the course to accommodate the large number of instructors moving to remote instruction.

Remote and In-Person Learning: Utility Versus Social Experience.

The massive transition from in-person to remote teaching increased the impact of technology on the everyday life of the universities. Without the face-to-face component, learning and teaching became a completely different experience for students and teachers. Recording the attitudes and perceptions of the undergraduate students on the new situation became necessary for the faculties to support them effectively. This research collected quantitative and qualitative data from 336 students of all the years of studies. The students preferred in-person teaching and reported higher engagement, learning, and understanding during classroom teaching. More senior students, who had developed face-to-face ties with their colleagues before the pandemic, found it easier to continue their interactions remotely. They were interested in matching learning with the duties and needs at the particular period of their life, despite their beliefs concerning the effectiveness of in-person teaching. The first-year students found it challenging to develop relationships remotely, and they were the most frustrated. Overall, students in the first years of their studies perceived remote teaching as dissatisfactory compared to the more senior students. Similar to other publications, the respondents of this study challenged the effectiveness of remote teaching and the concomitant transition from in-person to remote social relationships.

Post hoc identification of student groups: Combining user modeling with cluster analysis.

This study aims to discover groups of students enrolled in the emergency remote teaching online course based on the various course-related data collected throughout the first year of COVID-19 pandemic. Research was conducted among 222 students enrolled in the course "Business Informatics" at the Faculty of Organization and Informatics of the University of Zagreb in the academic year 2020/2021. Overlays were used to model students' success on the various quizzes and exams within the course. The k-means clustering was employed to classify students into groups, based on combination of students' overlay values, frequency of accessing course lessons and the final grades. Three distinct clusters (i.e., students' groups) were discovered and explained in the given context. The identified groups of students can be used for future adaptations of the online course design in order to improve the retention and their final grades.

Distance mathematics education in Flanders, Germany, and the Netherlands during the COVID 19 lockdown-the student perspective.

In March 2020, many schools worldwide were closed due to the COVID-19 pandemic. This closure confronted mathematics teachers with the challenging transition to emergency remote teaching (ERT). How did students experience ERT, and how did these experiences relate to context variables and to their teachers' beliefs and practices? In particular, what didactic approaches and formative assessment practices did secondary mathematics students experience, and which beliefs did they hold concerning digital mathematics education? How were these student experiences and beliefs related to student context variables (gender, need to support family, personal home equipment), teacher beliefs, delivery modes, and student appreciation of mathematics? To investigate these issues, we set out online questionnaires for mathematics teachers and their students in Flanders-the Dutch-speaking part of Belgium-, Germany, and the Netherlands. Data consisted of completed questionnaires by 323 mathematics teachers and 2126 of their students. Results show that even though students preferred regular face-to-face teaching, they were content with the quality of their teachers' distance mathematics teaching. Students reported that they were taught new topics often, but did not experience teachers initiating peer feedback. High student appreciation of mathematics, good home environment, and more synchronous delivery of ERT were related to ERT experiences and more positive beliefs concerning digital mathematics education. These findings have implications for ERT teaching strategies in future, as well as for hybrid teaching practices.