Exploring pandemic metaphors in educational contexts: a survey on the language of teachers and educators in Reggio Emilia, Italy.

This study aimed to explore how metaphors were used to interpret the pandemic and to address its challenges in primary and secondary schools in Reggio Emilia, Italy. A questionnaire was administered to educators and teachers to understand how languages, images, and metaphors were used by themselves and their students to talk about the pandemic and their experiences of living with it. The goal of the questionnaire was to guide critical reflection and encourage more informed language choices. While the existing literature points out the alleged overuse of war metaphors and military frames in public discourse, our findings show that war metaphors are relatively frequent, with other metaphorical frames widely used by teachers and educators to foster resilient attitudes in students. Moreover, in their professional contexts, teachers and educators mostly use metaphorical frames involving resilient attitudes. Our interpretation of the results supports the hypothesis that the purposeful use and deliberate production of metaphors support the choice of metaphors with positive, constructive implications. Finally, some implications of these findings on the theory of metaphor and the methodology of the research are discussed.

Flexible work arrangements and gender differences in research during the COVID-19 period in Zimbabwean higher learning institutions

This study sought to investigate the impact of COVID-19-induced flexible work arrangements (FWAs) on gender differences in research outputs during COVID-19. A mixed research methodology was used, focusing on higher learning institutions in Zimbabwe. Purposive sampling was applied to select 250 researchers from the 21 registered universities in Zimbabwe. The study's findings revealed that institutions of higher learning in Zimbabwe did not provide the necessary affordances to enable both male and female academics to work from home effectively. The study also established that FWAs were preferred and appreciated by both male and female academics. However, whilst both male and female academics performed their teaching responsibilities without incident, unlike males, females struggled to find time for research, thus affecting professional growth and development negatively for female academics. Cultural traditions were found to subordinate females to domestic and caregiving responsibilities unrelated to their professions. The findings raise questions on the feasibility of the much-recommended FWAs for future work on female academics' research careers. Thus, without the necessary systems and processes to support female researchers, FWAs can only widen the gender gap in research outputs. This study contributes to the Zimbabwean higher learning institutions' perspective on how FWAs' policies and practices could be re-configured to assist female researchers in enhancing their research outputs as well as their career growth.

Principal Perspectives on School Staffing Struggles: Finding from the 2022 Learn Together Survey. American Educator Panels. Research Report. RR-A827-14

In this report, a nationally representative sample of kindergarten through 12th grade (K-12) public school principals were asked about their experiences with covering classrooms and hiring staff. In the spring of the 2021-2022 school year, which coincided with the coronavirus disease 2019 (COVID-19) omicron variant surge, most principals struggled to keep classrooms consistently staffed and many reported that hiring had become more challenging since the previous school year. Principals indicated that a lack of substitute teachers -- not an increase in open teaching positions -- was the main reason for classroom coverage shortages. In addition to day-to-day coverage issues, most principals reported that teacher vacancies were on the rise. Most of these principals believed that vacancies had grown more difficult to fill than in the prior school year, largely because of declining applicant counts. Principals' preferences when hiring teachers lend further insight into potential drivers of hiring challenges. A large majority of principals expressed strong preferences for like-minded teachers whose mindsets aligned with the vision and culture of the schools. Few principals prioritized the diversity of the educator workforce at their schools.

E-Learning Readiness Assessment Using Machine Learning Methods

Assessing e-learning readiness is crucial for educational institutions to identify areas in their e-learning systems needing improvement and to develop strategies to enhance students' readiness. This paper presents an effective approach for assessing e-learning readiness by combining the ADKAR model and machine learning-based feature importance identification methods. The motivation behind using machine learning approaches lies in their ability to capture nonlinearity in data and flexibility as data-driven models. This study surveyed faculty members and students in the Economics faculty at Tlemcen University, Algeria, to gather data based on the ADKAR model's five dimensions: awareness, desire, knowledge, ability, and reinforcement. Correlation analysis revealed a significant relationship between all dimensions. Specifically, the pairwise correlation coefficients between readiness and awareness, desire, knowledge, ability, and reinforcement are 0.5233, 0.5983, 0.6374, 0.6645, and 0.3693, respectively. Two machine learning algorithms, random forest (RF) and decision tree (DT), were used to identify the most important ADKAR factors influencing e-learning readiness. In the results, ability and knowledge were consistently identified as the most significant factors, with scores of ability (0.565, 0.514) and knowledge (0.170, 0.251) using RF and DT algorithms, respectively. Additionally, SHapley Additive exPlanations (SHAP) values were used to explore further the impact of each variable on the final prediction, highlighting ability as the most influential factor. These findings suggest that universities should focus on enhancing students' abilities and providing them with the necessary knowledge to increase their readiness for e-learning. This study provides valuable insights into the factors influencing university students' e-learning readiness.

Teaching civics/history and english to adult lawful permanent residents with limited english proficiency at local libraries: Challenges and practices during the COVID-19 pandemic

This chapter introduces a citizenship instruction program offered by the Teaching English to Speakers of Other Languages (TESOL) program at Oklahoma City University (OCU) in collaboration with two local libraries in the Oklahoma City metro area with a grant funded by the Institute of Museum and Library Services and the Oklahoma Department of Libraries. It specifically discusses the challenges that teachers and learners have encountered during the COVID-19 pandemic and the approaches utilized to address these challenges. Implications of this experience for instruction of civics/history and civics-based English, as well as the professionalization of ESL teachers, post-COVID-19 are discussed. © Springer Nature Switzerland AG 2021. All rights reserved.

Can financial education improve consumer welfare in investment markets? Evidence from China

Under the current complex economic situation and the impact of COVID-19, China's capital market reform has entered a critical period, with opportunities and challenges coexisting. One of the important challenges is how to improve the well-being of investors in capital markets. Financial education, which has been offered by financial institutions in many countries in recent years, is likely to become an effective policy instrument to meet this challenge. Using survey data of individual investors from China, this study examines the potential impact of financial education programs offered by financial institutions on individuals' investment diversification. The results show financial education is positively associated with the investment diversification of individual investors. An analysis of the underlying mechanism shows that financial education contributes to the improvement of investment diversification by mitigating limited attention bias, strengthening social trust, and promoting the use of professional investment advisors. These findings suggest that the persistent promotion of financial education programs has a positive effect on optimizing financial asset allocation decisions and improving financial welfare of Chinese households. [ FROM AUTHOR] Copyright of Journal of the Asia Pacific Economy is the property of Routledge and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)

The influence of interdisciplinary literacy on learning effects among college students: the mediating effects of online physical education on learning behavior

IntroductionThe development of high-quality physical education curriculums is required in the information age. Interdisciplinary literacy and student learning behavior are two significant factors that affect the quality of teaching and learning. This study explores the relationship between interdisciplinary literacy (IDL) and learning effects (LE) among Chinese college students during the COVID-19 pandemic, as well as the mediating effects of online physical education learning behaviors (OPELB). This research aims to provide a reference for the development of high-quality online physical education. MethodsThe study involved 691 college students from 10 general universities in Shaanxi Province as research subjects. Descriptive statistics, Pearson correlation analysis, multiple regression analysis and Bootstrap testing were used to evaluate the mediating effects. ResultsThere was a significant positive relationship between the three variables of IDL, OPELB, and LE (p < 0.001). Multiple regression analysis found that IDL significantly and positively predicted LE and OPELB (p < 0.001), and OPELB predicted LE (p < 0.001). IDL among college students had a total effect of 0.816 on LE, with OPELB accounting for 22.67% of the mediated effect. DiscussionThis study demonstrates that OPELB has a partial mediating effect on IL and LE, and stable IDL and OPELB improve LE. Therefore, teachers should pay attention to improving students' IDL while encouraging them to develop better OPELB to achieve satisfactory learning outcomes.

Skills Training of Infectious Diseases in the Community：a Survey Research of Questions

Background As the most basic unit of infectious disease prevention and control，community health service institutions are the frontline and important gateway for the prevention and control of infectious disease. Primary care physicians are responsible for epidemic surveillance，vaccination，health promotion and assistance to centers for disease control in investigating and disposing outbreaks and public health emergencies in their districts，and play an active role in disease prevention and control by groups，susceptible population protection，infectious source control and health education，as well as the effective prevention and control of infectious diseases. Objective To understand the ability of primary care physicians to diagnose and treat infectious diseases in the community，analyse their existing problems and shortcomings，design and conduct a series of intensive training related to infectious diseases for improving the capacity of infectious disease prevention and control at the primary level；To evaluate the effectiveness of online continuing medical education，so as to provide a reference for better continuing medical education on infectious diseases in the community. Methods All participants of the National Community Infectious Diseases Continuing Education Conference held by the Department of Family Medicine of the University of Hong Kong-Shenzhen Hospital in November 2021 were selected as research subjects from November 2021 to March 2022. The questionnaires were distributed to all registered attendees before and after the conference through the QR code of the questionnaire star，and the content of pre-conference questionnaire included demographic characteristics of the participants，participation in infectious disease training in the community since started working，diagnosis and treatment of infectious diseases in the community，subjective attitudes towards the prevention and control of infectious diseases in the community（willingness to manage infectious diseases in the community，satisfaction with their own infectious disease management skills），expertise in infectious disease prevention and control and knowledge related to conference content，attitude towards hepatitis B. The content of the post-conference questionnaire mainly included knowledge about the content of conference，attitude towards hepatitis B and satisfaction survey of this online conference. A total of 301 primary care physicians completed the questionnaire before and after the conference，and a total of 194 completed the questionnaire before and after the conference. Results Among all participants，166 （55.1%） had attended infectious disease training in the community，of whom 49（29.5%） were satisfied with their infectious disease diagnosis and treatment ability；135（44.8%） had not attended the training，of whom 22（16.3%） were satisfied with their infectious disease diagnosis and treatment ability. 143（86.1 %） of 166 participants who had attended infectious disease training in the community indicated their willingness to manage community infectious diseases，99（73.3%） of 135 participants who had not attended infectious disease training in the community indicated their willingness to manage community infectious diseases. 66（27.3%） of participants who were satisfied with their infectious disease diagnosis and treatment ability indicated their willingness to manage community infectious diseases. The top three infectious disease tests conducted by the institutions were hepatitis B，AIDS，and hepatitis C；the top three infectious diseases treated in the past six months were hepatitis B，influenza，hand，foot and mouth disease. Different self-evaluation and willingness to train may affect the willingness to manage community infectious diseases（P<0.05）. Among the participants who completed the questionnaire both before and after the conference，the highest correct answer rate for compulsory management of statutory infectious diseases before the conference was 89.7%，the owest accuracy rate for the type of disinfection of the COVID-19 infection was only 17.0%，the correct rates of other questions ranged from 34.0% to 40.7%. The correct rates of the questions after the conference were higher than those before the conference，and the correct rates ranged from 48.9% to 52.6%. The score of attitude towards hepatitis B after the conference was higher than that before the conference （P<0.05）. In terms of feedback after conference，254（98.1%） expressed satisfaction in the total of 259 questionnaires. In terms of suggestions for online conference，179（69.1%） and 174（67.2%） participants believed that online fluency and online interaction need to be improved. Conclusion The primary care physicians receive relatively less infectious diseases training in the community，inadequate infectious diseases training in the community can improve the confidence of self-competence，attitude of active management of infectious diseases and diagnosis and treatment ability in the primary care physicians. The future direction of continuing medical education should focus on the training of emerging infectious diseases and novel medical concepts，relevant experts should be invited to comment on the necessity and effectiveness of training in the community. © 2023 Chinese General Practice. All rights reserved.

The Syncretic Effect of Dual-Source Data on Affective Computing in Online Learning Contexts: A Perspective from Convolutional Neural Network with Attention Mechanism

Affective computing (AC) has been regarded as a relevant approach to identifying online learners' mental states and predicting their learning performance. Previous research mainly used one single-source data set, typically learners' facial expression, to compute learners' affection. However, a single facial expression may represent different affections in various head poses. This study proposed a dual-source data approach to solve the problem. Facial expression and head pose are two typical data sources that can be captured from online learning videos. The current study collected a dual-source data set of facial expressions and head poses from an online learning class in a middle school. A deep learning neural network using AlexNet with an attention mechanism was developed to verify the syncretic effect on affective computing of the proposed dual-source fusion strategy. The results show that the dual-source fusion approach significantly outperforms the single-source approach based on the AC recognition accuracy between the two approaches (dual-source approach using Attention-AlexNet model 80.96%;single-source approach, facial expression 76.65% and head pose 64.34%). This study contributes to the theoretical construction of the dual-source data fusion approach, and the empirical validation of the effect of the Attention-AlexNet neural network approach on affective computing in online learning contexts.

Technological variables predictors of academic stress in nursing students in times of COVID-19

Objective: to analyze which technological variables, derived from the use of electronic devices, predict academic stress and its dimensions in Nursing students. Method: analytical cross-sectional study carried out with a total of 796 students from six universities in Peru. The SISCO scale was used and four logistic regression models were estimated for the analysis, with selection of variables in stages. Results: among the participants, 87.6% had a high level of academic stress;time using the electronic device, screen brightness, age and sex were associated with academic stress and its three dimensions;the position of using the electronic device was associated with the total scale and the stressors and reactions dimensions. Finally, the distance between the face and the electronic device was associated with the total scale and size of reactions. Conclusion: technological variables and sociodemographic characteristics predict academic stress in nursing students. It is suggested to optimize the time of use of computers, regulate the brightness of the screen, avoid sitting in inappropriate positions and pay attention to the distance, in order to reduce academic stress during distance learning.

Coping Orientation of Academic Community in the Time of COVID-19 Pandemic: A Pilot Multi-Country Survey Study

In this paper, we have mapped the coping methods used to address the coronavirus pandemic by members of the academic community. We conducted an anonymous survey of a convenient sample of 674 faculty/staff members and students from September to December 2020. A modified version of the RCOPE scale was used for data collection. The results indicate that both religious and existential coping methods were used by respondents. The study also indicates that even though 71% of informants believed in God or another religious figure, 61% reported that they had tried to gain control of the situation directly without the help of God or another religious figure. The ranking of the coping strategies used indicates that the first five methods used by informants were all non-religious coping methods (i.e., secular existential coping methods): regarding life as a part of a greater whole, regarding nature as an important resource, listening to the sound of surrounding nature, being alone and contemplating, and walking/engaging in any activities outdoors giving a spiritual feeling. Our results contribute to the new area of research on academic community's coping with pandemic-related stress and challenges.

MOOCs Usage in Russian Higher Educational Institutions: Why Is Not There Any Increasing Demand for MOOCs During Emergency Distance Learning

The abrupt transition to distance learning during the outbreak of the COVID-19 pandemic triggered an urgent need for online resources at higher education institutes (HIEs). Creating analogues of traditional full-time courses demanded for competencies and time resources. In this case ready-made massive open online courses (MOOCs) were supposed to be the most obvious and fastest solution for HIEs. However, analytics demonstrated that educational institutions did not consider MOOC a promising option. This contradiction served as an incentive to conduct this research, which includes the analysis of both non-reactive (MOOCs platform analytics) and reactive (online survey and interviews with instructors) data. Based on our research, we can conclude that the reasons for not integrating MOOCs at Russian HIEs during the COVID-19 pandemic are the following: the peculiarities of MOOCs format, low motivation of instructors, administrative risks, and the uncertainty of HIEs' and national policies on MOOCs integration. This article will be useful for those who determine educational policy in Russia, university administrators, methodologists responsible for the development of digital educational technologies in HIEs, as well as researchers of higher education. © 2023 Moscow Polytechnic University. All rights reserved.

Examination of Variables Affecting the Perceptions of Academic Performance of Higher Education Students during the Distance Education Process

COVID-19 has had serious consequences in all areas of social life, including education. In this period, distance education appeared as an inevitable solution. Even today, when the pandemic process is over and re-normalization has begun, online teaching environments have become such an indispensable part of education systems that it has been decided that a certain proportion of the courses will be conducted online in universities. For this reason, determining student experiences in online courses is important in planning the future of distance education. Since academic performance is the output of the teaching process, students' academic performance is one of the topics of interest in higher education research. There may be different factors affecting the academic performance of students in the distance education process, which imposes more responsibility on students and requires self-control. This study aimed to examine the relationship of academic performance in the distance education with home infrastructure, student interaction, computer skills, academic satisfaction. This research is based on a large-scale study, "The impact of the COVID-19 pandemic on the lives of higher education students", examining the pandemic's impact on higher education student perceptions in 2020. It has been observed that home infrastructure has a significant impact on the student's academic performance. The infrastructure increases the interaction of the student. When home infrastructure is taken as a control variable, students' computer skills are the highest predictor of their perception of academic performance, followed by their online interactions and, finally, perceived satisfaction. Today, pandemic conditions are still ongoing. In addition, even as the pandemic ends, online education has become an indispensable part of our education system. Therefore, the findings of the research would be beneficial for the ongoing planning process.

Understanding Chinese international students in the U.S. in Times of the COVID-19 crisis: from a Chinese discourse studies perspective

Using the Chinese Discourse Studies (CNDS) as a theoretical framework, this study seeks to challenge the cultural essentialism and uncritical roots of existing literature, with an aim to expose long-standing patterns of Western totalizing discourse in the field of international education research. This exploratory article explores how Chinese international students as cultural agents respond to the global pandemic and pandemic-related stereotypes. Through a critical analysis of 21 Chinese students' narratives, this article identifies three culturally specific characteristics that pervade Chinese normative dialogues: (1) Chinese dialectics, (2) Chinese harmony, and (3) Chinese self-criticism. They are often employed to emphasize Chinese optimistic attitudes in times of crisis, avoidance of confrontation for harmonious communication, and moral character of self-introspection to conform to the social norm. This article offers new empirical evidence for the reconstruction of the Chinese paradigm of discourse studies and reveals the inappropriateness of Western scholarship for understanding non-Western linguistic and communicative events and practices. In sum, this article demonstrates that Chinese discourse studies can be a potential decolonial option to depart from deep-seated scholarship in Western intellectual supremacy and a visionary framework to advance multicultural discourses about international education against the backdrop of geopolitical tensions and anti-Asian racism.

Distance learning in preparation for the licensing exam "Krok 3” on the "Emergencies” module: pros and cons

In 2020–2021, in the context of the COVID-19 pandemic, the postgraduate medical education system went to forced measures to preserve the life and health of students and teaching staff in the form of a temporary transition to distance learning. During the training on the "Emergencies” module by interns of various specialties, we conducted an anonymous testing of 342 young colleagues with subsequent certain conclusions. A remote andra gogical process is acceptable and useful only as a component of the dual form of higher medical education. The remote form of training in large classrooms has many disadvantages, so it is advisable to conduct classes in small groups. This type of training requires careful study, optimization and adaptation to modern conditions. © 2022. The Authors.

ICT Transformation in Education: Its Impact on Language Teachers' Professional Identities

Rapid and continuous changes in digital technologies have changed both classroom practices and teacher profiles in education. It can be argued that a new context of teaching may lead some teachers to develop a different teacher identity in order to meet the needs of the era. Within this perspective, this case study attempts to explore the impacts of Information and Communication Technologies (ICT) revolution in education on teachers' professional identity through the lens of three English instructors from three different contexts in Turkey. The study particularly focuses on reflections of teachers during the pandemic. As a theoretical framework, the study adopts Wenger's (1997) social theory of learning and, within this framework, it discusses these teachers' professional identities in relation to their ICT usage. In particular, three modes of belonging, Engagement, Imagination and Alignment, are underlined. A qualitative approach is employed based on the written history documents of the participants and semi-structured interviews as data collection tools. The findings are gathered with a deductive thematic analysis, and they illustrate that teachers have some external and internal difficulties regarding their ICT usage, and they form a new shape of professional identity mainly through collaboration, community expertise and contributing new ideas in their school contexts. Although the use of new digital technologies mostly enables them to adopt a positive and modern teacher identity in their teaching contexts, it also leads some of them to sometimes question their teacher identity due to their limited ICT knowledge and competence. Thus, the study suggests some implications both for language teachers to invest in their digital identities, and for school administrations to create a friendly atmosphere where the community of expertise can be shared freely among teachers.

What StudentsWant to Have in the Post-Pandemic?: A Study about Computing Science Study Preferences and Mode of Study in Southeast Asia

After two years of online learning, minor changes happened in some tiny places which we may not always notice. These changes may impact the school management, education arrangement, and curriculum design: what do students expect from their teachers, and the school? Are they expecting forever online learning, and getting their degree completely online? In this study, we examined 93 final-year students from the school of computing science which mainly used work-based learning applied to learn pedagogy. We analyze their viewpoint on how COVID-19 changed their understanding of teaching and learning: what is the role of teachers and students? And how do they see the arrangement for the internship program? We found that over 92% of students agree that a creditable degree can better secure a job;over 68% of the students believed that face-to-face teaching is still a better choice, but at the same time, over 73% wish to have the materials recorded so that they can access them at their convenience time. We also examined some of the course design elements, especially those related to the internship program, to achieve a possible curriculum improvement for the students in the Asia Pacific region. © 2022 ACM.

The Effect of Primary School Education on Preventive Behaviours during COVID-19 in Japan

Education plays a critical role in promoting preventive behaviours against the spread of pandemics. In Japan, handwashing education in primary schools was positively correlated with preventive behaviours against COVID-19 transmission for adults in 2020, during the early stages of COVID-19. The following year, the Tokyo Olympics were held in Japan, and a state of emergency was declared several times. Public perceptions of and risks associated with the pandemic changed drastically with the emergence of COVID-19 vaccines. We re-examined whether the effect of handwashing education on preventive behaviours persisted by covering a longer period of the COVID-19 pandemic than previous studies. A total of 26 surveys were conducted nearly once a month for 30 months from March 2020 (the early stage of COVID-19) to September 2022 in Japan. By corresponding with the same individuals across surveys, we comprehensively gathered data on preventive behaviours during this period. In addition, we asked about the handwashing education they had received in their primary school. We used the data to investigate how and to what degree school education is associated with pandemic-mitigating preventive behaviours. We found that handwashing education in primary school is positively associated with behaviours such as handwashing and mask wearing as a COVID-19 preventive measure but not related to staying at home. We observed a statistically significant difference in handwashing between adults who received childhood handwashing education and those who did not. This difference persisted throughout the study period. In comparison, the difference in mask wearing between the two groups was smaller but still statistically significant. Furthermore, there was no difference in staying at home between them. Childhood hygiene education has resulted in individuals engaging in handwashing and mask wearing to cope with COVID-19. Individuals can form sustainable development-related habits through childhood education.

Japanese University Students Usage of Global Networks During the Pandemic

This research study provides a case study of how the COVID-19 pandemic affected Japanese university students' views and attitudes on international topics and motivations for living and working abroad. During the pandemic, digital information, including social media, played a promi-nent role in how these students interacted and kept up with the news. We surveyed 204 students at a private university in Tokyo to help under-stand how the landscape of internationalization changed during the unique circumstances brought about by the pandemic. © 2023 James Nicholas Publishers.

Writing Well/Writing to Be Well: Rethinking the Purposes of Postsecondary Writing Instruction

In this article, we identify student well-being as a primary goal of postsecondary writing instruction. Reconceiving the purpose of writing instruction in this way rests on valuing the experience of writing and its impact on the writer's sense of self. We draw on posthumanist theory and empirical research to illuminate this impact as the foundation of a pedagogy that promotes students' well-being and also supports their development as writers and as human beings.