Traditional Teaching Research Articles

Construction of Virtual Experiment Teaching Platform based on 5E Teaching Mode and VI Technology

Virtual instruments have many advantages such as low cost, comprehensive functionality, easy scalability, and easy replication. At the same time, they can also meet the special requirements of time and space for remote experiments. Based on Web technology and virtual instrument technology, a virtual experiment system is constructed, which combines data sharing, remote control, and real-time operation. More conducive to utilizing experimental and scientific research resources. At the same time, virtual instruments have high flexibility and are no longer limited by traditional experimental teaching modes, which can save a lot of repeated investment costs. They can also keep the teaching equipment in the laboratory up-to-date and closely follow the development trend of science and technology. As a compulsory course for mechanical engineering majors, although the existing experimental system has achieved certain results, there are still limitations to 'Mechanical Engineering Testing Technology'. This article aims to address the problems of insufficient instrument sets and outdated equipment in the experimental teaching of "Mechanical Engineering Testing Technology", as well as students' poor ability to apply theory to practice and insufficient innovation ability. By integrating the 5E teaching mode, a virtual experimental teaching platform based on VI (Virtual Instrument) technology is established. Students can break through traditional experimental methods and conduct various experiments through the network, obtaining experimental experiences that are very similar to real experiments. At the same time, it can deepen their understanding and recognition of experiments, and better grasp theoretical knowledge.

The state of e-learning in radiology colleges during the COVID-19 pandemic and its future prospects

This study evaluates the existing electronic learning (e-learning) infrastructure in Sudanese academic institutions that offer radiology education during the COVID-19 pandemic with the aim of understanding the extent and effectiveness of e-learning. By employing a descriptive cross-sectional survey from April to August 2021, data was gathered from undergraduate and postgraduate students enrolled in both public and private radiology educational institutions across Sudan. The questionnaire, created in Google Forms and distributed via email, WhatsApp, and Facebook, captured insights into the students' experiences and challenges with e-learning. The findings revealed that power outages and poor internet access were significant barriers, affecting 50% and 27% of respondents, respectively. While 33% of participants were satisfied with e-learning as a pedagogical strategy, 29% believed it hindered the achievement of educational goals. Furthermore, 78% of the respondents felt that e-learning was not suited to all medical specializations, although 46.6% supported the idea of integrating e-learning with traditional classroom instruction. Despite the adoption of e-learning due to the pandemic, students exhibited a preference for the conventional classroom setting, primarily due to challenges related to internet accessibility and the availability of the necessary technological resources. Significant infrastructure improvements and strategic planning are required to maximize the benefits of e-learning in resource-constrained countries.

A short-term evaluation of oral hygiene education methods in fixed orthodontics patients: a randomized clinical trial comparing assistant training, software, and social media

ObjectiveTo compare the effectiveness of different oral hygiene education strategies on periodontal health in fixed orthodontic patients in a one-month period: assistant-led instruction, social media-based education, and custom-made software.MethodsSixty orthodontic patients from Mashhad University of Medical Sciences’ Dentistry School were randomly assigned into three groups. Each group received oral health education differently: via assistant instruction, educational videos on social media, or a researcher-designed software for Android smartphones. After a month, participants’ oral health was evaluated using the plaque index (PI) and the gingival index (GI).ResultsAssistant-led education group demonstrated the highest PI (1.26 ± 0.70) and GI (0.92 ± 0.67), while the software group reported the lowest indices (PI = 0.68, GI = 0.46 ± 0.46). The social media group’s measurements fell between these extremes (PI = 0.89 ± 0.75, GI = 0.60 ± 0.52). Significant group differences were found for both PI and GI (P = 0.028 and P = 0.047, respectively). Pairwise comparison revealed significantly lower PI and GI in the software group compared to the assistant group. No significant differences were found between the social media and other groups.ConclusionOur results suggest that the use of specially designed software could be the most effective strategy for improving oral hygiene in orthodontic patients. Meanwhile, traditional assistant-led education showed the least effectiveness. The study supports the potential benefit of utilizing digital tools, such as bespoke software and social media, in oral health education for orthodontic patients.Trial registrationThe study was registered in the Iranian Registry of Clinical Trials (IRCT) database with the identification code IRCT20200609047705N2 in 13.07.2021.

Research on the Cultivation of Aesthetics among Art Students under the New Era Background

Through understanding the history and current situation of aesthetic education in China, this paper explains some misunderstandings in the aesthetics of contemporary university art students, such as the insufficiency of aesthetic value and ability, as well as the inadequacy of students’ creativity due to traditional art education. It is also pointed out that the cultivation of core literacy of art students is a multidimensional and comprehensive process, and these problems need to be solved by schools, teachers, and students, so as to strengthen the inner aesthetic education of students and improve their aesthetic awareness and ability. Aesthetic education is not only an important part of the art classroom but also a key part of fostering students’ all-round development and enhancing their humanistic literacy. It is necessary to cultivate students’ observation, imagination, image-thinking ability, and creativity, so that they can become artistic talents with independent thinking and innovation.

Cognitive Approach to the Use of Multimedia in Maharoh Kalam Learning

Mastery of speaking skills in learning Arabic often faces challenges related to student engagement and the effectiveness of traditional teaching methods. Conventional teaching methods are usually considered less attractive and unable to meet the learning needs of students effectively. This study aims to explore the use of multimedia based on a cognitive approach to improving students' speaking skills in the Special Arabic Language Learning Program (PKPBA) UIN Malang. Qualitative research methods were used, involving in-depth observations and interviews with students and faculty to collect data on the experience and impact of multimedia use. The results showed that multimedia designed with a cognitive approach significantly improved students' speaking skills, increased motivation, and enriched the learning experience. These findings make an important contribution to cognitive theory by demonstrating the practical application of multimedia in language learning, as well as providing guidance for educators in designing more effective learning materials. This research also emphasizes the need for inclusive technology development, attention to ethics, and the protection of users' data. Keywords: Speaking Skills, Multimedia, Cognitive

Application of BOPPPS Collaborative Case Teaching Method in Construction Law Classroom Instruction

This study focuses on students majoring in Engineering Management and explores the teaching model of the BOPPPS Collaborative Case Teaching Method in the Construction Law course. The research involves reforming the teaching model, introducing construction law cases, utilizing online platforms, and improving evaluation methods. The aim is to “activate” the classroom, shifting from traditional teaching to guided learning, achieving a synchronous resonance between teaching and learning. This approach intends to provide students with the time and space to enhance their ability to explore new knowledge and analyze and solve problems. It also seeks to improve students’ awareness of engineering and law, cultivate their innovative abilities, and contribute positively to enhancing the quality of talent cultivation in higher education institutions.

Flipped Classroom in the Czech Republic

The Flipped Classroom approach, advocated since the 1990s by scholars such as Alison King, Eric Mazur, Maureen J. Lage, Glenn J. Platt, and Michael Treglia, involves students independently learning theoretical content before class via e-learning resources like video recordings and self-directed programmes. This allows educators to use class time for discussions and scaffolding as students engage in problem-solving tasks individually and in groups. Notable milestones include the establishment of Khan Academy in 2004, MEF University's adoption of flipped teaching in 2011, the founding of the Flipped Learning Network in 2016, and the extensive use of e-learning during the COVID-19 pandemic. This paper examines implementing a flipped classroom project in environmental education in the Czech Republic. In 2018, three academics from different universities initiated the flipping of environmental education courses. The research, framed as combined action research, employed a questionnaire as the primary tool. Data were collected twice: in 2021, at the end of mandatory online teaching due to the COVID-19 pandemic, and in 2024, after three years of regular education. Responses from 288 students were analysed using standard statistical methods, while open-ended responses from 82 students and interviews with four university lecturers were qualitatively assessed. The findings underscore the benefits of electronic materials, particularly students’ appreciation for interactive elements, time flexibility, and the ability to review content multiple times. Students' willingness to watch digital lectures at home decreased post-pandemic, and the perceived efficacy of this method was higher among students during the pandemic. Although students find the flipped classroom method effective, they favour its combination with traditional teaching methods. Educators, cognisant of the method's potential, interpret these results as indicative of “virtual environment fatigue”, noting students’ reluctance to prepare in advance as a significant barrier. They advocate for the widespread implementation of the flipped classroom model across faculties to optimise instruction and eliminate the need for switching between traditional and flipped approaches. This study offers a practical example and insights for educators seeking to integrate the flipped classroom methodology with e-learning tools into their teaching practices.

Didactic Innovation in Mathematics Using Technologies

The continuous progress of society requires all the actors to be dynamic and constantly updated, both in terms of monitoring as well as in the need to adapt. Regarding education, no matter how updated we are in relation to the contents, didactic strategies, and technological resources, we are still inevitably forced to adapt to new paradigms, leading us to reformulate traditional teaching methods. In this context, the contribution of e-learning platforms emerges, where teachers and students have at their disposal new means of empowering the teaching and learning process, since these platforms can be defined as a virtual teaching support environment. Currently, our students, in general, have many difficulties in problem-solving and mathematical reasoning, which often reflects in the performance of very simple tasks, with a growing disinterest towards Mathematics. It is also possible to argue that our students' "poor preparation" is a contributing factor in their failure (many did not attend Mathematics in Secondary Education and/or have not studied for several years, as is the case of those who entered through special contingents, as the “aged 23 and over”). In order to promote a distinct, alternative and supportive pathway that may help to solve this issue, a project on the Moodle learning management system (LMS) platform has been developed with the goal of assisting students in their study and the development of their skills in a way that is directly related to the curricular units (CU) in the scientific field of Mathematics, in an online learning environment. To increase students’ engagement into their learning process in a collaborative environment, a flipped model was employed into a Financial Mathematics/Financial Calculus Course (FCC). This paper's primary goal is to examine the effects of implementing the flipped classroom paradigm on students' performance, learning, and classroom instruction. The results from employing this approach have indicated a beneficial effect on the overall academic progress of students.

Improving Diabetes Education and Metabolic Control in Children Using Social Robots: A Randomized Trial

Robot engagement in healthcare has the potential to alleviate medical personnel workload while improving efficiency in managing various health conditions. This study evaluates the impact of robot-assisted education on knowledge acquisition and metabolic control in children with Type 1 Diabetes Mellitus (T1DM) compared to traditional education methods. A randomized controlled trial was conducted at the pediatric diabetes clinic of the University of Tabuk Medical Center, Saudi Arabia. Thirty children aged 5–15 years with T1DM were randomly divided into two groups: the robot education (intervention) group and the control education group. Both groups participated in six weekly one-hour educational sessions, with the intervention group interacting with a Pepper robot assistant and the control group receiving education from a qualified diabetes educator nurse. Knowledge was assessed using a 12-item questionnaire before and after the intervention, while metabolic control was evaluated through weekly mean home blood glucose measurements and HbA1c levels before and three months post intervention. The intervention group demonstrated a significantly greater improvement in knowledge scores compared to the control group (p < 0.05). Weekly mean blood glucose levels were consistently lower in the intervention group throughout the study period (p < 0.05 for all samples). Both groups showed a reduction in HbA1c levels after three months, with the intervention group exhibiting a greater mean decrease. The engagement of the Pepper robot in T1DM education for children resulted in improved knowledge acquisition and better metabolic control compared to traditional education methods. This approach may establish a foundation for “learning by interacting with robots” in long-term diabetes management. Further research with larger sample sizes and longer follow-up periods is warranted to confirm these findings and explore the long-term benefits of robot-assisted education in pediatric diabetes care.

Exploration of Taxation Curriculum Construction based on OBE Concept

With the advent of the digital and information age, the traditional education model of talent cultivation is no longer able to meet market demand, and there is an urgent need for a transformation in educational philosophy and a reconstruction of the curriculum and teaching process. The article takes the core discipline of taxation in the financial system as the research object, analyzes the problems and reasons in its teaching objectives, teaching content, teaching implementation, and teaching evaluation, and based on the OBE concept, proposes suggestions for the construction of learning outcomes, curriculum objectives, curriculum content reconstruction, and evaluation methods in taxation to meet the individual growth needs of students and adapt to the market's demand for tax related talents.

Ain’t Gonna Let Nobody Turn Me Around: A Principals Fight Against Traditional Educator Pathways to Staff an Underperforming School in the Rural South

Marcus, a young principal hired to turn around an underperforming school in the rural South, struggles to stabilize the school’s current staffing challenges. Throughout the case study, Marcus navigates recruiting and retaining teachers; however, he also creates an innovative partnership that enables him to train prospective teachers on his campus. The purpose of this case study is to encourage school leaders to pursue non-traditional solutions to staffing. This case also benefits graduate students in education policy, principalship preparation, and educational administration. Further, this case benefits leaders struggling to staff schools in under-resourced communities like the ones in the rural South.

A comparative analysis of game-based learning and conventional learning in dental education.

To evaluate the efficacy of traditional teaching versus traditional teaching supplemented by serious gaming in imparting knowledge of periodontal indices among dentistry students. Additionally, the study seeks to measure the level of satisfaction among students engaging with the assessed teaching method. This comparative study was approved by the ethics committee of the University of Valencia with file number: 2479311. A sample of 61 subjects was divided randomly into two groups: the test group (n=36) and the control group (n=25). Baseline knowledge of community index of periodontal treatment need was assessed through a questionnaire completed by both groups before receiving a comprehensive explanation of the topic. The test group, in addition to the conventional explanation, received supplementary training via an educational gaming experience. Both groups underwent a final evaluation and, subsequently, a satisfaction survey was completed by the test group. Descriptive and inferential analyses were performed using a non-parametric Brunner-Langer model. The relationship between scores was examined using Mann-Whitney and Wilcoxon tests, with a significance level set at α=0.05. The training, in general, was effective as both the test group (p=0.003) and the control group (p=0.015) demonstrated an increase in scores with both teaching modalities, but no significant difference was observed between the groups. The test group expressed a high level of satisfaction with the instructional approach. No statistically significant difference in learning outcomes was identified between the traditional lecture teaching method and the approach supplemented by gaming. There was an elevated level of student satisfaction with the gaming method.

ÜMUMTƏHSİL MƏKTƏBLƏRİNDƏ TƏHSİLİN İDARƏ OLUNMASININ BƏZİ PROBLEMLƏRİ

The article addresses significant issues pertaining to the administration of educational pro¬cess in high schools. Author highlights that, as Azerbaijan prepares to integrate into the global education system, significant challenges have emerged in the administration of the educational process. These issues, though complex, require prompt resolution. Some of these issues have been accumulating since the period of traditional education, while others have emerged as a consequence of the requirements set out in the State Education Reform Programme. The current content of the Azerbaijani education system presents significant obstacles to the develop¬ment of a global perspective among individuals from all professions, effectively limiting their potential for professional growth and development. The forms of education inherited from traditional education, the structure of the educational system, the distinction between theoretical knowledge and practical reality, the significance of certificates and diplomas, and the actual state of knowledge have created a situation of con¬flict. Author believes that it is necessary to ensure a critical examination of our historical past, to investigate the salient aspects of the administration of the existing educational system in developed European countries, and to identify more effective structures in this field for the renewal of our education system. The administration of Azerbaijan's education system should be based on universal and national values, the spiritual and moral qualities of the Turkic world and Islam.

The effects of hands-on content-language integrated learning on fourth graders’ acquisition of target vocabulary and procedural knowledge in Taiwan

Despite the widespread use of multimodal pedagogies in Content and Language Integrated Learning (CLIL) contexts, empirical studies specifically focusing on the impact of hands-on learning on target vocabulary and procedural knowledge acquisition in CLIL Social Studies, particularly in Taiwan, are relatively uncommon. Grounded in embodied learning theories, this study investigated the comparative impact of hands-on learning versus worksheet-based instruction on fourth graders’ target vocabulary acquisition and procedural knowledge within a CLIL Social Studies setting in Taiwan. The study also explored students’ perceptions of their learning experiences with these instructional methods. This quasi-experimental study involved four intact fourth-grade CLIL Social Studies classes from three elementary schools in Taiwan, comprising 40 students in the Experimental Group (EG), who engaged in hands-on learning, and 34 students in the Control Group (CG), who engaged in worksheet-based learning. Activities included Chinese dumpling making, bird’s nest building, and designing a pot of succulents. Data were collected through pre- and post-tests to assess target vocabulary acquisition and procedural knowledge, followed by learner experience surveys to evaluate students’ perceptions of their learning experiences. The analysis included paired-samples t-tests, independent-samples t-tests, and thematic analysis of open-ended survey responses. Results revealed that the EG significantly outperformed the CG in both target vocabulary acquisition and procedural knowledge across all three activities, with large effect sizes (d = 1.05–1.51 for target vocabulary and 0.95–2.89 for procedural knowledge), demonstrating the effectiveness of hands-on learning. However, while significant differences were observed in memory retention of target vocabulary and procedural knowledge from the survey results, no significant differences were found between the EG and CG in terms of perceived ease of learning. These findings suggest that hands-on learning offers substantial benefits over traditional worksheet-based instruction in CLIL settings, though the transition to hands-on methods may require additional support. Practical implications include the strategic selection of relevant vocabulary, the implementation of structured hands-on approaches, and the emphasis on behavioral reinforcement to enhance learning outcomes.

Exploring the Challenges and Opportunities of Blended Learning in a Technology–Enabled Education Environment

Technology integration in education has led to blended learning, a pedagogical approach combining traditional face-to-face instruction with online learning components. Through a comprehensive review of existing literature and empirical research, this investigation examines the impact of blended learning on both students and educators. It delves into this approach's diverse range of technologies, including Learning Management Systems, video conferencing tools, and digital content platforms. Through qualitative and quantitative analysis, the research identifies the opportunities that arise from adopting blended learning. It investigates the advantages of increased student flexibility, personalised learning experiences, and enhanced access to educational resources. The study explores how interactive content and virtual collaboration tools can boost student engagement and motivation. However, the study also uncovers educators' and students' challenges when implementing blended learning. These obstacles include technology access and proficiency issues, consistent communication, and addressing individual learning needs. The study addresses potential resistance to change from traditional teaching methods and the importance of teacher training and support. It compares students' achievements in blended learning environments with those in traditional classrooms and analyses the role of technology in influencing these outcomes. Based on the findings, the research concludes by providing insights into the future implications of blended learning in technology-enabled education environments. Keywords: Blended Learning; Learning Management System; Technology-enabled learning

Research on Teaching Reform of Landscape Engineering Course based on the Concept of CDIO

With the advancement of new engineering construction, it is urgent to explore the teaching reform of professional courses in the cultivation of landscape architecture professionals in combination with industry needs. In order to solve the problems existing in the current Landscape Engineering course, such as traditional teaching methods, insufficient student interest, lack of practical links, and the disconnection between teaching content and industry demand. This study discusses the teaching reform of the Landscape Engineering course based on the CDIO (Conceive-Design-Implement-Operate) concept, aiming at solving the problems mentioned. Through the integration of CDIO mode, the core competencies that students should have are defined, including environmental landscape design and planning, innovative thinking, project management, and so on. The research emphasizes project-driven learning, interdisciplinary knowledge integration, and practical skill training, and puts forward strategies such as teacher training and professional development support to ensure the implementation of the reform. The purpose of the reform was to improve students’ professional ability and employment competitiveness, promote the improvement of education quality and the sustainable development of the industry, and exert a positive impact on landscape engineering education and industry progress.

Effects of an Interactive Handwashing Lecture on First-Year Thai Nursing Students: A Pretest-Posttest Study

Background: Hand hygiene is essential in healthcare to prevent infections and ensure patient safety. The World Health Organization highlights hand hygiene as a key measure to reduce healthcare-associated infections. However, adherence to hand hygiene protocols is often inadequate, with a low compliance rate. First-year nursing students are at a critical stage in developing foundational practices. Traditional teaching methods have shown limited success in achieving long-term adherence, necessitating the need for more interactive and engaging teaching methods. Therefore, this study aims to evaluate the effects of an interactive lecture on the handwashing knowledge of first-year nursing students. Methods: This study employed a quasi-experimental one-group pretest-posttest design involving 60 first-year Thai nursing students at Boromarajjonani College of Nursing. After four weeks of interactive lectures, participants completed a pretest and posttest to assess changes in hand hygiene knowledge and understanding of WHO Five Moments for Hand Hygiene. The intervention included visual demonstrations, hands-on practice, and real-time feedback. Data were analyzed using descriptive statistics and paired t-tests to determine the intervention’s effectiveness. Results: The study showed significant improvements in both handwashing knowledge and understanding of WHO Five Moments for Hand Hygiene post-intervention. The mean score for handwashing knowledge increased from 5.41 (SD = 1.06) to 6.62 (SD = 1.10) (t(59) = 7.154, p < 0.001). Similarly, the mean score for understanding WHO Five Moments for Hand Hygiene improved from 4.32 (SD = 0.68) to 4.97 (SD = 0.84) (t(59) = 5.60, p < 0.001). Correct responses to specific handwashing questions also increased significantly. Conclusions: The interactive handwashing lecture intervention significantly improved nursing students’ knowledge and understanding of hand hygiene practices. These findings support the integration of interactive educational strategies in nursing curricula to improve hand hygiene compliance and patient safety. Future research should address study limitations, such as sample size and long-term knowledge retention, to further validate these results.

Perceived effectiveness of the person–environment–occupation innovative teaching model in rehabilitation therapy students

BackgroundGiven the characteristics of the rehabilitation therapy specialty and the drawback of the traditional didactic teaching approach, we developed the innovative teaching approach from the students’ perspective using the person–environment–occupation (PEO) model. The new model was developed from the original PEO model to be applied in pedagogical contexts and tailored to the characteristics of an application-oriented specialty, such as rehabilitation therapy. The present study aimed to examine the perceived effectiveness of the PEO innovative teaching model applied to rehabilitation therapy students.MethodsA pre–post descriptive study was conducted to compare the perceived effectiveness of the PEO innovative teaching model for two consecutive student cohorts. A purposive sampling method was used to recruit students from two cohorts of junior medical students majoring in rehabilitation therapy in the spring semesters of 2020 and 2021. A questionnaire was developed to evaluate the perceived effectiveness of the PEO innovative teaching model. SPSS version 26.0 was used to perform data analysis.ResultsA total of 112 students were included in the study and completed both pre- and post-tests. Of 112 received questionnaires, 101 were considered as valid questionnaires after the quality check (effective rate 90.18%). In the 2020 and 2021 cohorts, students rated the PEO innovative teaching model significantly higher than the didactic teaching approach in the following aspects: the teaching content is highly professional and valuable; the course is extensively expounded; the clinical reasoning is strengthened; problem-solving ability is developed; communication skills are improved; and teamwork skills are developed.ConclusionThe PEO innovative teaching model was perceived to be an effective teaching strategy to enhance students’ academic performance. In addition, three core skills including clinical reasoning, problem-solving ability, and communication skills were improved by the PEO innovative teaching model.

The Role of ChatGPT in Teaching Speaking Skills for English Majored Students: A Research Perspective

With the rapid advancement of artificial intelligence and its integration into education, the potential for enhancing English-speaking instruction has grown significantly. Traditional methods of teaching speaking to English-majored students often face challenges such as time constraints, limited access to native speakers, and varying levels of student proficiency. This study explores the auxiliary role of ChatGPT, a large language model, in assisting the development of speaking skills among English majors. By leveraging its natural language processing capabilities, the study aims to innovate teaching methods and provide learners with personalized, real-time practice opportunities. The article first outlines the technical features of ChatGPT and its applications in speaking instruction, including customized conversation practice, real-time interaction, and intelligent feedback. It also examines the current challenges of traditional speaking instruction, such as limited classroom time and the need for individualized feedback. Furthermore, the study discusses how ChatGPT can support teachers in providing scalable, interactive learning experiences. Finally, the article evaluates the effectiveness and feasibility of ChatGPT in enhancing speaking proficiency and highlights the potential future applications of AI tools in English language education. This research offers valuable insights into how AI can be integrated into language learning to address existing challenges and improve the overall teaching of speaking skills.

ChatGPT versus human essayists: an exploration of the impact of artificial intelligence for authorship and academic integrity in the humanities

Generative AI has prompted educators to reevaluate traditional teaching and assessment methods. This study examines AI’s ability to write essays analysing Old English poetry; human markers assessed and attempted to distinguish them from authentic analyses of poetry by first-year undergraduate students in English at the University of Oxford. Using the standard UK University grading system, AI-written essays averaged a score of 60.46, whilst human essays achieved 63.57, a margin of difference not statistically significant (p = 0.10). Notably, student submissions applied a nuanced understanding of cultural context and secondary criticism to their close reading, while AI essays often described rather than analysed, lacking depth in the evaluation of poetic features, and sometimes failing to properly recognise key aspects of passages. Distinguishing features of human essays included detailed and sustained analysis of poetic style, as well as spelling errors and lack of structural cohesion. AI essays, on the other hand, exhibited a more formal structure and tone but sometimes fell short in incisive critique of poetic form and effect. Human markers correctly identified the origin of essays 79.41% of the time. Additionally, we compare three purported AI detectors, finding that the best, ‘Quillbot’, correctly identified the origin of essays 95.59% of the time. However, given the high threshold for academic misconduct, conclusively determining origin remains challenging. The research also highlights the potential benefits of generative AI’s ability to advise on structuring essays and suggesting avenues for research. We advocate for transparency regarding AI’s capabilities and limitations, and this study underscores the importance of human critical engagement in teaching and learning in Higher Education. As AI’s proficiency grows, educators must reevaluate what authentic assessment is, and consider implementing dynamic, holistic methods to ensure academic integrity.