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1.
Front Psychol ; 15: 1290141, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38562239

RESUMO

Researchers have increasingly considered approaches to learning (ATL) a key indicator of school readiness. Our study purposed to examine the impacts of parental warmth on children's approaches to learning, and the mediating role of self-efficacy, as well as the moderating role of teacher-child closeness in this relationship. Using a whole-group sampling method, 414 Chinese children aged 5-6 years participated this research together with their parents and teachers. Parents of those children were asked to fill out in person questionnaires on parental warmth, children's approaches to learning, and self-efficacy. Children's teachers completed the questionnaire regarding teacher-child closeness. Results indicated that children with high parental warmth were more likely to get high approaches to learning and their self-efficacy played a partial mediating role in this link. In addition, teacher-child closeness moderated the correlation between parental warmth and children's self-efficacy. Specifically, the association between parental warmth and children's self-efficacy was stronger for children with high teacher-child closeness than those with low teacher-child closeness. The results extend our understanding of how parental warmth affects children's approaches to learning, revealing that strategies that could enhance self-efficacy would be effective in improving children's approaches to learning.

2.
Ann Ig ; 2024 Apr 03.
Artigo em Inglês | MEDLINE | ID: mdl-38567705

RESUMO

Background: Regular physical activity is crucial in preventing chronic diseases. International health authorities recommend that children and adolescents engage in at least 60 minutes of moderate to vigorous physical activity per day to achieve health benefits. Offering regular exercise opportunities to young people can promote the development of healthy lifestyles. In 2021, a new regulation introduced up to two compulsory hours of Physical Education per week in Italy and established that Physical Education should be entrusted to adequately trained teachers. The present study aimed to assess, from the perspective of the new teachers, the resources available for Physical Education in Italian primary schools. Methods: A questionnaire-based cross-sectional study was conducted among primary school Physical Education teachers during the year 2022-2023. Their opinion about the school resources were analyzed in light of their demographic characteristics and work experience. Results: Out of the 118 participating teachers, 96 (81.3%) reported the presence of a gym in their school. Participants expressed satisfaction with the size and windows of the gym, particularly for the schools of the North, as well as the adequacy of outdoor spaces. However, lower levels of satisfaction for locker rooms and gym small equipment emerged, especially among those teachers with less work experience. Conclusions: The introduction of the Physical Education teacher figure in Italian primary schools was an important step for health promotion in our country. However, some aspects related to the structural resources should be considered in future policies.

3.
BMC Med Educ ; 24(1): 361, 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38566108

RESUMO

BACKGROUND: Clinician teachers (physicians who teach in clinical settings) experience considerable psychological challenges in providing both educational training and patient care. This study aimed to determine the prevalence of physician burnout and professional fulfillment, and to identify internal and external factors associated with mental health outcomes among Thai clinician teachers working in non-university teaching hospitals. METHOD: A one-time online questionnaire was completed by physicians at 37 governmental, non-university teaching hospitals in Thailand, with 227 respondents being assessed in the main analyses. Four outcomes were evaluated including burnout, professional fulfillment, quality of life, and intentions to quit. RESULTS: The observed prevalence of professional fulfillment was 20%, and burnout was 30.7%. Hierarchical regression analysis showed a significant internal, psychological predictor (clinical teaching self-efficacy) and external, structural predictors (multiple roles at work, teaching support), controlling for the background variables of gender, years of teaching experience, family roles, and active chronic disease, with clinical teaching self-efficacy positively predicting professional fulfillment (b = 0.29, p ≤.001) and negatively predicting burnout (b = - 0.21, p =.003). CONCLUSIONS: Results highlight the importance of faculty development initiatives to enhance clinical teaching self-efficacy and promote mental health among Thai physicians.


Assuntos
Esgotamento Profissional , Médicos , Humanos , Esgotamento Profissional/epidemiologia , Esgotamento Profissional/psicologia , Estudos Transversais , Tailândia/epidemiologia , Autoeficácia , Qualidade de Vida , Médicos/psicologia , Inquéritos e Questionários
4.
Heliyon ; 10(7): e28702, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38596074

RESUMO

Pre-service physical education teachers (PSPTs) have long been an important area of specific development in physical education and have become a significant force in the field of physical education and research over the past two decades. However, exploratory research on pre-service teachers remains relatively scarce, and lack a comprehensive scientific exploration of the scope of their role. Therefore, this study provides a comprehensive overview of pre-service physical education teacher education (PETE) from both a broad and specific perspective. Specifically, it includes the current state of PETE, the most influential authors, countries, journals, and literature, as well as specific research topics and future directions within PETE. Following the preferred reporting items for systematic reviews and meta-analyses (PRISMA) guidelines, a total of 340 articles were included, with 84 of them being empirical studies. The findings reveal that teacher training, diversity, equity, and inclusion in education, educational attitudes and beliefs, educational quality, educational methods and technology, career motivation, teaching models and strategies, and teacher assessment and reflection are major research themes. Visual analysis of the application of pre-service physical education teacher research highlights teacher training, diversity, equity, and inclusion in education, as well as instructional technology, as key areas of future focus. These insights contribute to the reasonable application of bibliometrics in the field of pre-service physical education teacher research.

5.
Med Teach ; : 1-7, 2024 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-38593840

RESUMO

PURPOSE: To explore how medical teachers navigate their professional identities when required to implement critical pedagogy during an undergraduate curriculum renewal initiative. METHODS: A qualitative exploratory study was conducted, using focus groups and individual interviews with twenty-six purposively selected undergraduate medical teachers at a South African university. Data were transcribed, coded, and thematically analysed. Concepts of Landscapes of Practice Theory and Teacher Identity Learning provided an interpretive framework. RESULTS: Findings show that medical teachers' perceived capacity to implement critical pedagogy was influenced by identities that were constructed within the boundaries of a traditional biomedical curriculum. Three themes were identified, highlighting the inherent liminality of traversing a changing educational landscape: engaging in new practices: moving into the boundary space; attempting alignment: navigating identity in the boundary space; imagining the future: embracing identity in the boundary space. CONCLUSION: Globally directed curriculum renewal imperatives may challenge the established pedagogical practices and professional identities of medical teachers. There is a need for institutional spaces that foster collaboration, dialogue, and reflection with a view to supporting the ongoing identity learning and development of knowledgeability of medical teachers responsible for curriculum transformation.

6.
Artigo em Inglês | MEDLINE | ID: mdl-38598135

RESUMO

Adaptive teacher support fosters effective learning in one-to-one teaching sessions, which are a common way of learning complex visual tasks in the health sciences. Adaptive support is tailored to student needs, and this is difficult in complex visual tasks as visual problem-solving processes are covert and thus cannot be directly observed by the teacher. Eye-tracking apparatus can measure covert processes and make them visible in gaze displays: visualizations of where a student looks while executing a task. We investigate whether live dynamic gaze displays help teachers in being more adaptive to students' needs when teaching optical coherence tomography interpretation in one-to-one teaching sessions and whether this fosters learning. Forty-nine students and 10 teachers participated in a one-to-one teaching session in clinical optometry. In the control condition, teachers saw the learning task of the student and could discuss it with them, whereas in the gaze-display condition, teachers could additionally see where the student looked. After the 15-minute teaching session, a test was administered to examine achievement. Furthermore, students filled in the 'questionnaire on teacher support adaptivity', and teachers rated how adaptive their support was. Bayesian analyses provide some initial evidence that students did not experience support to be more adaptive in the gaze-display condition versus the control condition, nor were their post-test scores higher. Teachers rated their provided support as being more adaptive in the gaze-display versus the control condition. Further research could investigate if live dynamic gaze displays impact adaptive teaching when used over longer periods or with more teacher training.

7.
BMC Public Health ; 24(1): 1092, 2024 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-38641792

RESUMO

BACKGROUND: Past research describes robust associations between education and health, yet findings have generally been limited to the examination of education as the number of years of education or educational attainment. Little is known about the specific features or processes underpinning education that are health protective. The objective of the current study was to address this gap by examining specific aspects of early education pertaining to student characteristics and experiences, as well as features of the classroom environment, in predicting cardiometabolic health in adulthood. METHODS: Subjects were 1364 participants in the NICHD Study of Early Child Care and Youth Development (SECCYD, 1991-2009) and recent SECCYD 30-year follow-up, the Study of Health in Early and Adult Life (SHINE, 2018-2022). Models examined individual education indicators (student social skills, student-teacher relationship quality, and classroom emotional and instructional quality in the period of elementary school and student academic performance between ages 54 months and 15 years) in relation to a composite of cardiometabolic risk in adulthood (ages 26-31), reflecting central adiposity, blood pressure, insulin resistance, inflammation, and dyslipidemia. Models were adjusted for key explanatory factors including socio-demographics, infant characteristics, parental socioeconomic status (SES), and child health status. Follow-up analyses were performed to test potential mediators of early education effects on adult health, including adult SES (educational attainment, household income) and health behaviors (diet quality, activity level, sleep duration, smoking). RESULTS: In adjusted models, results showed greater student social skills, indexed by a mean of annual teacher ratings between kindergarten and 6th grade, predicted lower cardiometabolic risk in adulthood (ß=-0.009, p <.05). In follow-up analyses, results showed the protective effect of student social skills on cardiometabolic risk may be mediated by adult income (ß=-0.0014, p <.05) and diet quality (ß=-0.0031, p <.05). Effects of the other early education indicators were non-significant (ps > 0.05). CONCLUSIONS: Findings point to the potential significance of early student social competence as a link to long-term health, possibly via the acquisition of resources needed for the maintenance of health, as well as through engagement in health behaviors supporting healthy eating. However, more research is needed to replicate these findings and to elaborate on the role of early student social competence and the pathways explaining its effects on cardiometabolic health in adulthood.


Assuntos
Doenças Cardiovasculares , Acontecimentos que Mudam a Vida , Adulto , Criança , Humanos , Adolescente , Cuidado da Criança , Escolaridade , Instituições Acadêmicas , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/prevenção & controle
9.
BMC Public Health ; 24(1): 934, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38561742

RESUMO

BACKGROUND: Despite the uncontested benefits of physical activity, its promotion lags behind in the public health agenda of low- and middle-income countries (LMICs). School-based interventions are promising strategies to foster health during childhood, but evidence of their effectiveness is limited and inconclusive for LMICs. Thus, further investigation is needed on contextual factors associated with intervention implementation in low-resource settings. We studied the acceptability and feasibility of the KaziKidz health promotion intervention and its implementation and make recommendations to improve future adoption and sustainability. METHODS: KaziKidz was implemented in four primary schools from low-income communities in South Africa in 2019. Semi-structured interviews with four school principals, three focus group interviews with 16 educators, and another three with 16 caregivers were conducted between October and November 2021. Participants were purposively recruited. Interview transcripts were analyzed via thematic analysis using a deductive and reflexive approach. RESULTS: Three main themes influencing intervention implementation and adoption were identified: (1) prioritizing teachers' needs (2), integrating the program into the school structure, and (3) creating opportunities in the community. Supporting recommendations included: (theme 1) adopting intervention approaches that are inclusive of educators' health and providing them with capacity development and external support; (theme 2) fostering a feeling of ownership and belonging among school stakeholders to adapt interventions to specific resources and needs; and (theme 3) raising community awareness to encourage individuals to claim power over and actively engage with the program. CONCLUSIONS: Comprehensive interventions comprising health support, adequate training, and ongoing assistance for educators combined with school-wide and community outreach actions seeking to strengthen program ownership, accountability, and engagement can enhance uptake of school-based interventions and long-term maintenance. TRIAL REGISTRATION: ISRCTN15648510, registered on 17/04/2020.


Assuntos
Cuidadores , Promoção da Saúde , Humanos , África do Sul , Estudos de Viabilidade , Instituições Acadêmicas
10.
Heliyon ; 10(7): e28705, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38601521

RESUMO

This study explores teachers' written corrective feedback (WCF) strategies and investigates factors determining teachers' WCF practices in English composition classes taught at King Saud bin Abdulaziz University for Health Sciences. Through a thematic analysis of online surveys, instructor written feedback practices on student writing, and semi-structured interviews, the results show that most English composition instructors provided written feedback on all forms of issues and practiced more direct than indirect feedback on correcting those issues. They gave feedback in the margin and end-note feedback on student writing. Their written feedback practices were due to contextual factors, namely their beliefs about errors, their types and students' proficiency levels. This study discusses the limitations, and implications of the study findings and ends by making some recommendations for English writing instructors and curriculum designers.

11.
Heliyon ; 10(7): e29173, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38601642

RESUMO

Background: Students from Bangladesh pursuing STEM education often encounter obstacles when tackling diverse mathematical problems within various educational settings. Frequently, they find themselves lacking the essential prerequisite knowledge and strong foundational skills necessary to engage with the teaching and learning resources utilized at the undergraduate level, resulting in a significant number of students needing to seek readmission annually. Objective: The objective of this study is to explore the determinants of academic achievement among university undergraduates majoring in mathematics in Bangladesh. Employing a mixed-method research approach, the study combines quantitative and qualitative data analysis to examine the viewpoints of both students and educators concerning these factors. The authors primarily emphasize classifying the factors that impact the efficacy of mathematics pedagogical methods. Methodology: The study is structured into three phases: i. An initial exploratory qualitative survey. ii. A quantitative triangulation survey. iii. Followed by explanatory semi-structured interviews. Findings: To begin, the initial qualitative survey identified significant factors that contribute to students' achievements and setbacks in mathematics. Subsequently, the quantitative analysis verified both similarities and distinctions in the perspectives of students and educators. Furthermore, the correlation coefficient analysis revealed that male students frequently exhibit inconsistency and a lack of enthusiasm for studying, resulting in subpar performance. Conversely, female students frequently cited challenges like the difficulty of connecting mathematical theories to real-world applications, heavy course loads, and limited resources as reasons for their academic difficulties. Lastly, insights from interviews with students highlighted their acknowledgment of inadequate study practices, excessive reliance on memorization, suboptimal teaching methods, low motivation, and external distractions as key factors leading to their struggles. They also recognized the importance of consistent practice, a solid comprehension of concepts, regular study routines, and effective learning strategies for successful mathematics education. In contrast, educators emphasized the significance of students having clear concepts, natural aptitude, motivation, and a sense of curiosity as pivotal elements for successful learning in mathematics. Conclusion: This conclusion suggests a new beginning in the realm of local mathematics pedagogy, achieved by scrutinizing teacher-student feedback about the factors influencing success and failure, considering the diverse individual and contextual variables at play. To foster mutual trust and understanding between students and teachers, it may be beneficial to engage in open discussions and interactions.

12.
Heliyon ; 10(7): e29130, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38601668

RESUMO

In response to the epochal demand for high-quality development in early childhood education in China, it is imperative and necessary to improve the competency level of early childhood educators. The study aims to investigate the relationship between psychological contracts and teacher competency, and to verify the mediating roles of job crafting and professional identity in the relationship between psychological contracts and teacher competency. This study employed validated measurement scales regarding psychological contracts, teachers' professional identity, job crafting, and teacher competency. Each of these scales has established internal consistency coefficients. Data were collected from 318 early childhood teachers in Sichuan, China. The results highlight the significant impact of psychological contracts on the prediction of teacher competency. It is worth mentioning that the psychological contracts, together with their distinct components such as normative responsibility and development responsibility, have a direct and favorable impact on teacher competency. This implies that developing the psychological contracts might be an effective technique for improving teacher competence. The individual mediation of job crafting and professional identity in the link between psychological contracts and teacher competency has been well-established. However, the combined or chain mediating influence of these factors provides a unique and valuable perspective on the phenomenon of job crafting leading to professional identity, which in turn impacts teacher competency. The study found that psychological contracts have a positive predictive effect on teacher competency, while job crafting and professional identity both have independent and chain mediating roles in the relationship between psychological contracts and teacher competency. Therefore, this study suggests a comprehensive enhancement of the psychological contracts level from aspects such as normative responsibility, interpersonal responsibility, and development responsibility. By stimulating job crafting and professional identity levels in both internal and external environments, we can improve the competency level of early childhood educators.

13.
Front Psychol ; 15: 1339242, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38601821

RESUMO

Introduction: Teachers' wellbeing plays a critical role in their overall job satisfaction, motivation, and effectiveness in building supporting learning environments. In today's dynamic educational settings, where teachers often face numerous challenges and stressors, their wellbeing becomes increasingly vital. Consequently, there is an urgent need to innovate and develop targeted training interventions that can support specifically the wellbeing of educators. Methods: This study sought to provide an overview of the "Online Wellbeing Course - OWC," a serious game developed to enhance teachers' wellbeing, and to investigate the participants' feedback after being engaged in the OWC, utilizing a qualitative approach through focus group discussions. A total of 189 in-service teachers took part in the study. To qualitatively explore their experiences with the OWC, participants were involved in focus groups and asked to provide feedback about how and to what extent the course was beneficial for their wellbeing. Results: Teachers reported enhancements in areas such as emotional competence, self-care strategies, social awareness, relationship skills, decision-making, and school climate. Discussion: These outcomes suggested the potential of serious games as an innovative training approach for supporting teachers' wellbeing, offering valuable insights for researchers, policymakers, and educators.

14.
Heliyon ; 10(8): e29280, 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38628738

RESUMO

The aim of this study was to investigate the structural relationship between teachers' power sources, educational gain, and the mediating role of the psychosocial climate in high school classrooms. Participants included 362 students (223 females and 125 males) who were randomly selected through cluster sampling. All participants voluntarily completed questionnaires about teacher power sources, psychosocial classroom climate, and educational gain. Structural equation modeling and Smart PLS 3.3.2 software were used to analyze the data. The findings indicated a significant positive relationship between teachers' power sources and educational gain. There was also a positive and significant relationship between teachers' power sources and the psychosocial classroom climate. Conversely, a negative relationship was found between the psychosocial classroom climate and educational gain. Moreover, the results showed a positive and significant relationship between teachers' power sources and educational gain, with the psychosocial classroom climate mediating this relationship. These findings emphasize the importance of teachers' optimal use of various power sources to create a favorable psychosocial classroom climate, which can significantly contribute to students' educational gain.

15.
Heliyon ; 10(8): e29505, 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38644849

RESUMO

The Covid-19 pandemic has forced the educational sector to quickly adapt to the crisis and shift to online learning environments (OLEs). Therefore, a critical area for research is assessing the readiness of teachers in terms of their familiarity and preference for OLEs. In this study, we aimed to improve the experience and preference of in-service teacher trainees with OLEs during the Covid-19 pandemic in Ethiopia. To achieve this goal, questionnaires were used to gather data from in-service teacher trainees. Descriptive and inferential statistical methods, including exploratory factor analysis (EFA) and confirmatory factor analysis (CFA), Pearson correlation, and one-way ANOVA, were used to analyze the data and determine the participants' opinions and experiences with OLEs. The results showed that while in-service teacher trainees had less experience in knowledge and skills compared to cooperation and interaction, they preferred online learning platforms over online learning strategies. Additionally, correlations were found between cooperation and interaction, knowledge and skills; cooperation and interaction, online learning platforms; cooperation and interaction, online learning strategies; and online learning platforms and online learning strategies. Interestingly, no statistically significant correlation was found between knowledge and skills and online learning platforms. In conclusion, Ethiopian in-service teacher trainees favored online learning platforms over traditional online learning strategies, despite having less experience in knowledge and skills. Further research is needed to explore the experiences and preferences of in-service teacher trainees in various ecological aspects.

16.
Soc Sci Res ; 119: 102990, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38609309

RESUMO

Scholarly research has consistently shown that teachers present negative assessments of and attitudes toward migrant students. However, previous studies have not clearly addressed the distinction between implicit and explicit prejudices, or identified their underlying sources. This study identifies the explicit and implicit prejudices held by elementary and middle school teachers regarding the learning abilities of an ethnic minority group: Haitian students within the Chilean educational system. We use a list experiment to assess how social desirability and intergroup attitudes toward minority students influence teachers' prejudices. The findings reveal that teachers harbor implicit prejudices towards Haitian students and are truthful in reporting their attitudes, thereby contradicting the desirability bias hypothesis. We suggest that teachers rely on stereotypes associated with the students' nationality when assessing Haitian students' learning abilities. The implications of these results are discussed in relation to theories grounded in stereotypes and intergroup attitudes.


Assuntos
Etnicidade , Migrantes , Humanos , Haiti , Desejabilidade Social , Grupos Minoritários , Preconceito , Estudantes
17.
Front Psychol ; 15: 1307552, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38605840

RESUMO

Introduction: University-school (U-S) collaboration has proven to be an effective approach for teacher professional development, but it could be hampered by the lack of shared objects. To understand how shared objects are formed in U-S collaboration, this research established a university-school collaborated Change Laboratory in W primary school based on cultural-historical activity theory, which is under the background of Chinese teaching research activity. Methods: Recordings of meetings throughout the year were transcribed into texts and coded, and then analyzed via the method of grounded theory and contradiction analysis. Results: The findings reveal that, in comparison to previous studies regarding shared object formation process, this study identified an special phase named "experimental object," which highlights the significance of experimentation in U-S collaboration. Also, multiple contradictions are recognized as the driving force for shared object formation which would gradually transform into fundamental conflicts between tools. The main contradictions identified include those between scientific and daily concepts, university culture and school culture, as well as new experiment and old routine. Discussion: The current study implicates that U-S collaboration is an expansive learning process to acquire unknown knowledge, which necessitates both parties engaging in exploration and experimentation together. Furthermore, shared object formation within U-S collaboration requires participants to focus on developing teaching tools while consciously undergoing changes in aspects such as logic of thinking, culture and routine.

18.
J Autism Dev Disord ; 2024 Apr 12.
Artigo em Inglês | MEDLINE | ID: mdl-38609575

RESUMO

Children with autism often display differences in functional and symbolic play and may experience barriers to social inclusion with peers in preschool settings. Therefore, interventions supporting social play between children with autism and their peers that can be feasibly implemented by teachers in inclusive settings are needed. A teacher-implemented peer-mediated Stay Play Talk (SPT; Goldstein et al. in Top Lang Disord 27(2):182-199, 2007) intervention package targeting the type of play children with autism engage in with peers was implemented using a concurrent multiple baseline design across four participant/peer dyads. Using a cascading coaching model with behavioral skills training, a teacher was trained in intervention strategies and then taught and supported four peers to implement the intervention. In addition to visual analysis, to statistically analyze effects, we calculated effect sizes using the parametric measure standardized mean difference. A functional relation between the intervention and increases in interactive play and initiations and decreases in solitary play was demonstrated across all dyads. Results generalized to novel settings and maintained following withdrawal of teacher support. Results suggest that SPT can be effectively implemented by a teacher to support interactive play between children with and without autism in an inclusive classroom. Implications for future research and clinical practice are discussed.

19.
Front Psychol ; 15: 1287703, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38655216

RESUMO

Introduction: This study was aimed at testing a moderated mediation model of teaching mindfulness and teachers' collective efficacy in the relationships between the organizational climate of kindergartens and teacher professional learning. Methods: A sample of 1,095 kindergarten teachers completed self-report questionnaires assessing their perceptions of the organizational climate of kindergartens, collective efficacy, teaching mindfulness, and professional learning. Results: Controlling for teaching experience and kindergarten level, the results show that kindergarten organizational climate significantly and positively predicted teacher professional learning and the collective efficacy of teachers played a partial mediating role between them.Furthermore, moderation analysis revealed that teaching mindfulness moderated the relationship between kindergarten organizational climate and teacher professional learning. Discussion: These results expand our understanding of how the organizational climate of kindergartens affects teacher professional learning. In practice, professional learning of kindergarten teachers can be facilitated by creating an open organizational climate and improving their ability to perceive the collective. Furthermore, the moderating role of teaching mindfulness suggests that intervening in teachers' teaching mindfulness possibly is an influential way to maximize the impact of kindergarten organizational climate on professional learning.

20.
PeerJ Comput Sci ; 10: e1844, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38660146

RESUMO

With the rapid development of societal information, electronic educational resources have become an indispensable component of modern education. In response to the increasingly formidable challenges faced by secondary school teachers, this study endeavors to analyze and explore the application of artificial intelligence (AI) methods to enhance their cognitive literacy. Initially, this discourse delves into the application of AI-generated electronic images in the training and instruction of middle school educators, subjecting it to thorough analysis. Emphasis is placed on elucidating the pivotal role played by AI electronic images in elevating the proficiency of middle school teachers. Subsequently, an integrated intelligent device serves as the foundation for establishing a model that applies intelligent classification and algorithms based on the Structure of the Observed Learning Outcome (SOLO). This model is designed to assess the cognitive literacy and teaching efficacy of middle school educators, and its performance is juxtaposed with classification algorithms such as support vector machine (SVM) and decision trees. The findings reveal that, following 600 iterations of the model, the SVM algorithm achieves a 77% accuracy rate in recognizing teacher literacy, whereas the SOLO algorithm attains 80%. Concurrently, the spatial complexities of the SVM-based and SOLO-based intelligent literacy improvement models are determined to be 45 and 22, respectively. Notably, it is discerned that, with escalating iterations, the SOLO algorithm exhibits higher accuracy and reduced spatial complexity in evaluating teachers' pedagogical literacy. Consequently, the utilization of AI methodologies proves highly efficacious in advancing electronic imaging technology and enhancing the efficacy of image recognition in educational instruction.

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