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A Comparison of Human-Written Versus AI-Generated Text in Discussions at Educational Settings: Investigating Features for ChatGPT, Gemini and BingAI
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-31 DOI: 10.1111/ejed.70014
Hatice Yildiz Durak, Figen Eğin, Aytuğ Onan

Generative artificial intelligence (GenAI) models, such as ChatGPT, Gemini, and BingAI, have become integral to educational sciences, bringing about significant transformations in the education system and the processes of knowledge production. These advancements have facilitated new methods of teaching, learning, and information dissemination. However, the widespread adoption of these technologies raises serious concerns about academic ethics, content authenticity, and the potential for misuse in academic settings. This study aims to evaluate the linguistic features and differences between AI-generated and human-generated articles in educational contexts. By analysing various linguistic attributes such as singular word usage, sentence lengths, and the presence of repetitive or stereotypical phrases, the study identifies key distinctions between the two types of content. The findings indicate that human-generated articles exhibit higher average singular word usage and longer sentence lengths compared to AI-generated articles, suggesting a more complex and nuanced language structure in human writing. Furthermore, the study employs ensemble learning models, including Random Forest, Gradient Boosting, AdaBoost, Bagging, and Extra Trees, to classify and distinguish between AI-generated and human-generated texts. Among these, the Extra Trees model achieved the highest classification accuracy of 93%, highlighting its effectiveness in identifying AI-generated content. Additionally, experiments using the BERTurk model, a transformer-based language model, demonstrated a classification accuracy of 95%, particularly in distinguishing human-generated articles from those produced by Gemini. The results of this study have significant implications for the future of education, as they underscore the critical need for robust tools and methodologies to differentiate between human and AI-generated content.

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引用次数: 0
Relationship Between Nutritional Literacy and Healthy Life Skills of University Students
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-31 DOI: 10.1111/ejed.70019
Gülendam Karadağ, Dilek Bilgiç, Nuray Öztürk, Tuğba Özdemir

Health literacy is important for maintaining healthy diets and lifestyles. This study examined the relationship between nutrition literacy and healthy life skills of university students. This study was a descriptive and correlational design. The students' Food and Nutrition Literacy Scale knowledge sub-dimension mean score was found to be 10.30 ± 2.11, at the limited knowledge level, the attitude sub-dimension mean score was 49.32 ± 7.26, at the limited attitude level, and the behaviour sub-dimension mean score was 31.04 ± 5.71, at the limited level. The mean Scale of Healthy Life Skills in University Students score of the university students was 62.96 ± 9.99, at a moderate level. Multiple regression analysis showed that the mean scores obtained from the attitude and behaviour sub-dimensions, studying in the Faculty of Nursing, being 18 years old, and studying in the first or second year were the main variables influencing the healthy life skills of university students. The food and nutrition literacy of the students was limited and their healthy life skills were at a moderate level. As the food and nutrition literacy of the students increased, their healthy life skills became more positive.

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引用次数: 0
The Relationship Between Teachers' Planning and Content Delivery Using the Five-Stage Lesson Plan Structure: An Analysis of Age, Gender, Experience and Academic Qualifications in Kenya
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-31 DOI: 10.1111/ejed.70021
Victor Okoth Saoke, Zachary N. Ndwiga, Pauline W. Githaiga, Ciriaka Muriithi Gitonga, Kaberia Isaac Kubai, Christine Mueni Nzomo, Brian Munyao Mulonzi, Dickens Okach Ngicho

Effective instruction is vital for quality education in Kenya, with learners' success mainly dependent on structured methods like the five-stage lesson plan (5-SLP). Nonetheless, the effectiveness of instruction may differ depending on the demographic and professional attributes of the teachers. Although the value of planning for content delivery is well acknowledged, there is limited information on how teachers' characteristics (age, gender, experience and academic qualification) influence their planning and content delivery. Thus, this study examined the relationship between teachers' planning and content delivery through the 5SLP, focusing on their characteristics. A sample of 226 CRE teachers was analysed using an observation checklist and a semi-structured questionnaire. The impact of gender, age, experience and academic qualification on teachers' planning and content delivery was investigated in the study using multivariate analysis of variance (MANOVA) and tests of between-subjects effects. Results indicated that age significantly affects both planning and content delivery (p = 0.003, p = 0.002, p = 0.000), while gender, experience and educational qualifications did not show a substantial impact. Nevertheless, significant combined effects were observed between age and gender (p = 0.010), gender and experience (p = 0.045), age and experience (p = 0.004) and age and academic qualification (p = 0.016). Furthermore, tests of between-subjects effects indicated significant interactions among age, academic qualifications and experience (p = 0.039, p = 0.016, p = 0.004) affecting content delivery. The study findings recommended a policy on the need for customised training programmes that consider these complex interactions to enhance instructional effectiveness. Generally, the study contributes to understanding how demographics influence educational practices, offering valuable insights for improving teacher preparation and professional development.

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引用次数: 0
Experience of AI-Based Digital Intervention in Professional Education in Rural China: Digital Competencies and Academic Self-Efficacy
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-31 DOI: 10.1111/ejed.70031
Hongming Wang

Rural regions in China grapple with discernible disparities in the development of professional education compared with urban areas. This research aims to integrate a digital program based on artificial intelligence to enhance the professional education of rural youth under the influence of globalisation and digitization. The study involved 44 students from Yangjiagou High School in Henan province, China. Simultaneously, the DigComp 2.0 assessment scale was employed to measure the dynamics of digital competencies, and a scale of general academic self-efficacy was used to examine respondents' self-efficacy. The analysis results indicate a positive impact of the program on students' digital skills and academic self-efficacy. Mean values significantly increased, and the results of the two-sample F-test for variance confirm significant differences between pre- and post-program outcomes. This study holds significant practical implications, suggesting that the implementation of an artificial intelligence-based digital program contributes to the improvement of students' digital skills and academic self-efficacy.

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引用次数: 0
Serious Game-Based Learning: Its Impact on Happiness, Motivation, Self-Compassion, and Vocabulary Development in EFL Learners
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-31 DOI: 10.1111/ejed.70030
Xianlin Liu, Khalid Abdullah Alotaibi, Arash Hashemifardnia

In recent years, the integration of digital technologies into language learning has gained significant attention, particularly in the context of English as a Foreign Language (EFL) education. However, there remains a gap in understanding the broader affective and cognitive benefits of serious game-based learning (SGBL) in this field. The present study addressed this gap by examining the impact of SGBL on EFL learners' happiness, motivation, self-compassion (SC), and vocabulary development. A quasi-experimental design was employed with two groups comprising a total of 425 intermediate-level participants (both male and female). The participants were selected through stratified random sampling technique and divided into an experimental group (EG) and a control group (CG). The EG engaged in SGBL, while the CG received traditional instruction. Over a period of 12 weeks, pretest and posttest measured the participants' levels of happiness, motivation, SC, and vocabulary acquisition. Results indicated that the EG significantly outperformed the CG in all measured domains, suggesting that SGBL is an effective approach for enhancing both affective and linguistic outcomes in EFL contexts. The findings contribute to the growing body of research on the integration of digital games in EFL education and highlight their potential for fostering holistic learner development.

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引用次数: 0
Learning to Play the Piano in China: Opportunities to Improve the Skills of Piano Playing and Piano Performance Based on the Professional Performance of Modern Pianists
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-27 DOI: 10.1111/ejed.70009
Chen Chen, Wen Lin

This research aimed to study the peculiarities of learning to play the piano in China as a consequence of improving piano skills arising from the professional performance of modern pianists. By employing the coefficient of performance, it was determined by the authors that merely 11% of respondents possessed a high level of baseline piano skills, while 76% demonstrated intermediate proficiency. This finding indicates a deficiency in the ability to execute intricate musical compositions. According to students, concentration on professional piano work added to the development of piano skills. The study of the features of Lang Lang's piano work showed that the composer used extravagance techniques, focused on individual nuances, and popularised classical music. The practical significance of this paper lies in the possibility of applying the playing principles of famous pianists in the educational system to develop learning mechanisms.

{"title":"Learning to Play the Piano in China: Opportunities to Improve the Skills of Piano Playing and Piano Performance Based on the Professional Performance of Modern Pianists","authors":"Chen Chen,&nbsp;Wen Lin","doi":"10.1111/ejed.70009","DOIUrl":"https://doi.org/10.1111/ejed.70009","url":null,"abstract":"<div>\u0000 \u0000 <p>This research aimed to study the peculiarities of learning to play the piano in China as a consequence of improving piano skills arising from the professional performance of modern pianists. By employing the coefficient of performance, it was determined by the authors that merely 11% of respondents possessed a high level of baseline piano skills, while 76% demonstrated intermediate proficiency. This finding indicates a deficiency in the ability to execute intricate musical compositions. According to students, concentration on professional piano work added to the development of piano skills. The study of the features of Lang Lang's piano work showed that the composer used extravagance techniques, focused on individual nuances, and popularised classical music. The practical significance of this paper lies in the possibility of applying the playing principles of famous pianists in the educational system to develop learning mechanisms.</p>\u0000 </div>","PeriodicalId":47585,"journal":{"name":"European Journal of Education","volume":"60 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143119835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Contribution of Infrastructural Availability for School Growth and Sustainable Improvement in Academic Performance in Selected Secondary Schools in Tororo District
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-27 DOI: 10.1111/ejed.12905
Muweesi Charles, Marcellina Athieno, Muhamadi Kaweesi, Kaahwa Yuda Taddeo, Anthony Muwagga Mugagga

The study sought to establish the contribution of infrastructural availability to school growth and sustainable improvement of academic performance in selected secondary schools in Tororo District. The study employed a qualitative approach, and data were collected from school administrators, the management team and teachers using open-ended questions based on interviews. Results were analysed thematically and presented verbatively. Findings showed that teaching aids, such as lesson plans, blackboard rulers, chalkboards, and textbooks are available and help improve academic performance, but overcrowded classrooms, poor ventilation and small space compared with the number of learners for a particular class are linked to lower levels of student engagement and learning. Noise levels have a significant impact on both teacher and student performance, and proper levels of natural illumination increase test results and teacher and student moods. Lack of commitment leads to skipping school and failing to complete assessment tasks. It was concluded that the Ugandan government supports the building of classrooms, libraries and laboratories in schools; teaching aids, such as textbooks lesson plans, blackboard rulers and chalkboards, raise teachers' morale to hold classes consistently, which helps schools expand and sustain improvements in academic performance. However, classrooms have poor ventilation and are overcrowded because of large enrolments. It is recommended that the government should improve the school infrastructure by renovating the classrooms, providing desks for children, making supplementary funding available to low-performing schools and providing teachers with accommodations at schools to check the late coming, early departure and regular absenteeism of teachers on duty.

{"title":"Contribution of Infrastructural Availability for School Growth and Sustainable Improvement in Academic Performance in Selected Secondary Schools in Tororo District","authors":"Muweesi Charles,&nbsp;Marcellina Athieno,&nbsp;Muhamadi Kaweesi,&nbsp;Kaahwa Yuda Taddeo,&nbsp;Anthony Muwagga Mugagga","doi":"10.1111/ejed.12905","DOIUrl":"https://doi.org/10.1111/ejed.12905","url":null,"abstract":"<div>\u0000 \u0000 <p>The study sought to establish the contribution of infrastructural availability to school growth and sustainable improvement of academic performance in selected secondary schools in Tororo District. The study employed a qualitative approach, and data were collected from school administrators, the management team and teachers using open-ended questions based on interviews. Results were analysed thematically and presented verbatively. Findings showed that teaching aids, such as lesson plans, blackboard rulers, chalkboards, and textbooks are available and help improve academic performance, but overcrowded classrooms, poor ventilation and small space compared with the number of learners for a particular class are linked to lower levels of student engagement and learning. Noise levels have a significant impact on both teacher and student performance, and proper levels of natural illumination increase test results and teacher and student moods. Lack of commitment leads to skipping school and failing to complete assessment tasks. It was concluded that the Ugandan government supports the building of classrooms, libraries and laboratories in schools; teaching aids, such as textbooks lesson plans, blackboard rulers and chalkboards, raise teachers' morale to hold classes consistently, which helps schools expand and sustain improvements in academic performance. However, classrooms have poor ventilation and are overcrowded because of large enrolments. It is recommended that the government should improve the school infrastructure by renovating the classrooms, providing desks for children, making supplementary funding available to low-performing schools and providing teachers with accommodations at schools to check the late coming, early departure and regular absenteeism of teachers on duty.</p>\u0000 </div>","PeriodicalId":47585,"journal":{"name":"European Journal of Education","volume":"60 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143119836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From Technology-Challenged Teachers to Empowered Digitalized Citizens: Exploring the Profiles and Antecedents of Teacher AI Literacy in the Chinese EFL Context
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-27 DOI: 10.1111/ejed.70020
Ziwen Pan, Yongliang Wang

Artificial Intelligence (AI) literacy has come to the spotlight, empowering individuals to adeptly navigate the modern digitalised world. However, studies on teacher AI literacy in the English as a Foreign Language (EFL) context remain limited. This study aims to identify intraindividual differences in AI literacy and examine its associations with age and years of teaching experience among 782 English teachers. Given the absence of a reliable instrument to measure teacher AI literacy, we first constructed and validated a scale encompassing five sub-scales: AI Knowledge, AI Use, AI Assessment, AI Design, and AI Ethics. Subsequently, latent profile analysis (LPA) was conducted using Mplus 7.4, with the results revealing four distinct profiles: Poor AI literacy (C1: 12.1%), Moderate AI literacy (C2: 45.5%), Good AI literacy (C3: 28.4%), and Excellent AI literacy (C4: 14.1%). Multinomial logistic regression analyses indicated significant associations between teacher AI literacy and both age and years of teaching experience. Additionally, 32 respondents participated in semi-structured interviews. The qualitative data analysed with MAXQDA 2022 triangulated the quantitative results and offered deeper insights into teachers’ perceptions of their AI literacy. This study provides both theoretical and practical implications for understanding teacher AI literacy in the Chinese EFL context.

{"title":"From Technology-Challenged Teachers to Empowered Digitalized Citizens: Exploring the Profiles and Antecedents of Teacher AI Literacy in the Chinese EFL Context","authors":"Ziwen Pan,&nbsp;Yongliang Wang","doi":"10.1111/ejed.70020","DOIUrl":"https://doi.org/10.1111/ejed.70020","url":null,"abstract":"<div>\u0000 \u0000 <p>Artificial Intelligence (AI) literacy has come to the spotlight, empowering individuals to adeptly navigate the modern digitalised world. However, studies on teacher AI literacy in the English as a Foreign Language (EFL) context remain limited. This study aims to identify intraindividual differences in AI literacy and examine its associations with age and years of teaching experience among 782 English teachers. Given the absence of a reliable instrument to measure teacher AI literacy, we first constructed and validated a scale encompassing five sub-scales: <i>AI Knowledge</i>, <i>AI Use</i>, <i>AI Assessment</i>, <i>AI Design</i>, and <i>AI Ethics</i>. Subsequently, latent profile analysis (LPA) was conducted using <i>Mplus</i> 7.4, with the results revealing four distinct profiles: Poor AI literacy (C1: 12.1%), Moderate AI literacy (C2: 45.5%), Good AI literacy (C3: 28.4%), and Excellent AI literacy (C4: 14.1%). Multinomial logistic regression analyses indicated significant associations between teacher AI literacy and both age and years of teaching experience. Additionally, 32 respondents participated in semi-structured interviews. The qualitative data analysed with MAXQDA 2022 triangulated the quantitative results and offered deeper insights into teachers’ perceptions of their AI literacy. This study provides both theoretical and practical implications for understanding teacher AI literacy in the Chinese EFL context.</p>\u0000 </div>","PeriodicalId":47585,"journal":{"name":"European Journal of Education","volume":"60 1","pages":"1-16"},"PeriodicalIF":2.8,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143119830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Scoping Review of Universal Design for Learning Principles Embedded in Subjects in Secondary Education
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-27 DOI: 10.1111/ejed.70016
Danielle Phelan, Helen Maguire, Clare Finnegan

To date, much of the research on UDL has focussed on higher education, with a dearth of research surrounding UDL within secondary education. This study aimed to identify the application of the principles of UDL embedded in subjects in secondary education worldwide. The PRISMA ScR methodological framework was employed, and numerical summaries and thematic analysis were utilised to describe the data quantitatively and qualitatively, respectively. Results demonstrate that most of the articles were based in North America, used an intervention study approach and reported positive results on student engagement post-intervention. While all articles displayed evidence of UDL pedagogical practices, some articles did not specifically identify these practises as UDL. This could suggest that (1) an awareness of UDL as an inclusive pedagogical framework is lacking in current educational research, and/or (2) UDL may be incorporated into teaching practices more frequently than is currently being identified. The findings suggest that future research from a European context may provide novel insight into the operationalisation and potential of UDL in secondary education.

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引用次数: 0
Problem-Solving Skills of Israeli Higher Education Graduates in Tech-Rich Environments: An Analysis of PIAAC Data
IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-01-27 DOI: 10.1111/ejed.12921
Zehorit Dadon-Golan, Iris BenDavid-Hadar

The knowledge-based economy and the information society highlights the importance of developing new competencies for personal, professional and social integration. Problem-solving in technologically rich environments (PS-TREs) is one of these competencies. This research examines the relationships between higher education and the PS-TREs competencies in both professional and daily life contexts, controlling for socio-personal characteristics (e.g., age and gender). Specifically, we focused on Israeli higher education graduates in comparison to their counterparts, between the ages of 25 and 65 in Israel, using data of 5342 participants in the PIAAC survey dataset. Using logistic regression models, our findings indicate HE graduates acquire higher levels of PS-TREs, compared to their counterparts. This result is positively mediated through socio-personal characteristics such as being older or being a woman. Specifically, the probabilities of HE graduates utilising PS-TREs at work and in daily life are higher than that of participants with lower level of education (3, and 3.27 times higher, respectively). We find gender and age disparities, favouring male and younger participants. The probabilities of females using PS-TREs at work, and in daily life are lower than male participants (70%, and 67%, respectively). Moreover, each additional year is correlated with a 4% decrease in the likelihood of using PS-TREs in daily life. Interestingly, the acquisition of higher education (HE) is associated with further narrowing of gaps, particularly in the context of work. This study highlights the importance of HE in reinforcing PS-TREs skills in adulthood to mitigate social and labour exclusion.

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引用次数: 0
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European Journal of Education
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