Search

This study aims to explore how e-textbooks with emotional design affect students' emotion, cognitive load and learning achievement. There were 147 freshman students in total: the experimental group I, II and control group consisted of 49, 47 and 51 students, using e-textbooks with emotional design, without emotional design and traditional paper textbooks. The results reveal the following: Students' emotion after using e-textbooks with emotional design is more positive than those using e-textbooks without emotional design and paper textbooks. Students' cognitive load after using e-textbooks with emotional design is significantly lower than those using etextbooks without emotional design. Students' learning achievement after using two types of e-textbooks is better than after using paper textbooks. Comparing all types of textbooks altogether, emotion has a significantly positive correlation with learning achievement, and both emotion and learnng achievement are significantly and negatively correlated with cognitive load. For the three types of textbooks, the relationship between emotion and learning achievement all becomes not significantly correlated. For two types of e-textbooks, cognitive load and learning achievement become not significantly correlated, disturbed by the digitalization of textbooks. Instructors are suggested to firstly adopt e-textbooks with emotional design, those without emotional design secondly, and paper textbooks rank last.

We investigate two research questions using a recent statewide transition from paper to computer-based testing: first, the extent to which test mode effects found in prior studies can be eliminated; and second, the degree to which online and paper assessments offer different information about underlying student ability. We first find very small mode effects for a more recent transition in Massachusetts. Second, we investigate the predictive evidence of validity for paper and online tests for predictions of future test scores and grades. We generally find minimal differences for the extent to which scores on paper tests can differentially predict future online versus paper test scores. Finally, online and paper test scores are similarly predictive of future grade point average. We conclude that the online test penalty can vary substantially by test and that extreme care should be taken when administering online tests to some students and paper tests to others.

Schools in the rural context of Limpopo Province, South Africa have a plethora of challenges, which have a negative impact on learner achievement. This paper argues that for schools to triumph over the obstacles, effective school leaders are necessary. Such leaders must define and communicate a clear vision and mission and work with stakeholders to achieve them. With these assumptions, this paper explores how members of the school management team (SMT) of a rural school in the Limpopo Province define and communicate their school's vision and mission. Through the qualitative research method underpinned by the interpretive paradigm, a case research design was adopted and a single high school sampled to participate. Data were generated from semi-structured interviews with seven SMT members, a focus-group discussion with six teachers, and an observation of the research site. The findings revealed that most participants could not articulate the school's vision and mission. In addition, stakeholders were not involved in the processes of defining the vision and mission and communication methods in this regard were also ineffective. Lastly, the SMT viewed the vision and mission as fixed and did not review them. Based on these findings, I conclude that SMT members must understand that the vision and mission could serve more than a visual purpose when designed as guiding principles to direct smaller objectives within the organisation.

This study aims to explore how e-textbooks with emotional design affect students' emotion, cognitive load and learning achievement. There were 147 freshman students in total: the experimental group I, II and control group consisted of 49, 47 and 51 students, using e-textbooks with emotional design, without emotional design and traditional paper textbooks. The results reveal the following: Students' emotion after using e-textbooks with emotional design is more positive than those using e-textbooks without emotional design and paper textbooks. Students' cognitive load after using e-textbooks with emotional design is significantly lower than those using etextbooks without emotional design. Students' learning achievement after using two types of e-textbooks is better than after using paper textbooks. Comparing all types of textbooks altogether, emotion has a significantly positive correlation with learning achievement, and both emotion and learnng achievement are significantly and negatively correlated with cognitive load. For the three types of textbooks, the relationship between emotion and learning achievement all becomes not significantly correlated. For two types of e-textbooks, cognitive load and learning achievement become not significantly correlated, disturbed by the digitalization of textbooks. Instructors are suggested to firstly adopt e-textbooks with emotional design, those without emotional design secondly, and paper textbooks rank last. [ABSTRACT FROM AUTHOR]

Academic advising is a proven high-impact practice, shown to have the potential to help increase students' prospects of academic success, increase their sense of belonging and integration at their institution of higher learning, and provide unique insights into the lived realities and experiences of higher education students. For this reason, advising can be seen as a transformative activity within the student support space in South African higher education institutions. As a practice and profession, advising has existed in the Global North (GN) for decades. However, in South Africa -- a developing country in the Global South (GS) -- academic advising remains a nascent field. Consequently, the overarching ideas that inform academic advising in the South African context (both theoretically and practically), tend to be drawn predominantly from the GN and more developed countries. The unchallenged acceptance and tacit dominance of theoretical perspectives and practices from these countries can be considered problematic. This is largely due to differences in the socioeconomic, cultural, and historical contexts of students attending university in GS countries like South Africa. This paper works towards developing a conceptual framework, informed by social realism, for analysing academic advising in GS contexts. It is the anticipated value of a GS framework for analysing the emergence of academic advising in South African and similar contexts that is the core contribution of the paper.

Learning computer programming is typically difficult for newcomers. Demotivation and learned helplessness have received much attention. Besides the subject's intricacy, low in-class participation has been associated with poor student achievement. This paper presents a follow-up, stage 2 study on the novel instructional technique, Student-Driven Probe Instruction (SDPI), to address low in-class participation in programming courses. Instead of the teacher lecturing/explaining content to the class and asking questions, students were shown a snippet of code or other relevant material and given the option to ask questions beforehand. The study was conducted in two stages: stage 1 pilot and stage 2. This paper presents the results of stage 2, while stage 1 operations and results are discussed briefly. The number of questions asked in class, real-time Trello board postings, and emails/Slack conversations with the instructor were used to track participation. In-class participation showed significant improvement. Average quiz and in-class activity scores showed marginal gains. Results from the end-of-course survey show that students preferred SDPI over the traditional lecture style since it stirred their interest in the content and provided them the confidence to ask questions in class. The study is purely exploratory in nature, and no conclusions can be drawn due to the extremely small sample size of the student population.

Active learning pedagogical practices are more effective than instructor-centered teaching in building students' knowledge, skills, and understanding of engineering content and concepts. As such, a large-scale professional development (PD) program was created to move faculty toward the use of active learning. The project aimed to engage faculty in active learning best practices through workshops and communities of practice to shift their attitudes, beliefs, and practices toward active learning strategies. This paper examines how and to what extent participation in a large-scale PD program shifts faculty awareness of, attitudes towards, and use of active learning. As such, this paper offers a model and evaluation framework for a large-scale PD program, which can be adapted to PD programs in engineering and across other STEM disciplines. In total, 82 faculty members from seven engineering disciplines participated in the PD program, comprising workshops and communities of practice sessions. Multiple assessments were utilized or created to measure the extent of faculty change using Roger's diffusion of innovation model for individual change and Coburn's cultural change model for organizational change. Faculty awareness, beliefs, and classroom practice shifted from instructor-centered teaching toward student-centered active learning. Instructors progressed moderately well through Rogers' five stages of individual innovation change and fulfilled the three tenets of Coburn's organizational change model. There were only minor shifts in student achievement, particularly for smaller classes, possibly due to insufficient time for instructors to fully implement active learning practices. The PD program influenced the initiation of a sustainable community of new and continuing active learning practitioners in the College of Engineering.

University degrees are usually delivered in defined sessions--by term, semester, or in week-based blocks--whereby students are required to complete their studies by the due date. Term or session-based schedules that require students to complete the study within set timeframes are, however, potentially restrictive. Temporal challenges associated with work and life can impede progress and add to the specific problem of student attrition in online learning. As universities seek to deliver innovative options for their students, increased attention is being paid to alternate models of delivery. This paper reports on the development of a hyperflexible online Master of Business Administration (MBA) course by a regional university in Australia, which has grown to more than 1,000 students since its launch in 2017. Delivered entirely online, the degree was specifically designed to address an inequity; MBA programs are traditionally expensive, and in Australia, the requirement for students to travel to attend residential schools and examinations adds significant cost to already expensive tuition fees. This paper analyzed enrollment data, course analytics over a two-year period, and student surveys conducted at the end of the second year of delivery (n = 98) to evaluate the development and implementation of the course as a hyperflexible course whereby students have almost complete control over their study at the postgraduate tertiary level. Results highlight the potential for the model to enable student success through flexibility.

Purpose: There is an absence of systematic review papers in the achievement motivation theories literature. In terms of current research trends, English learning motivation is gaining attention as a determiner of success in FLA. Hence, this review aims to trace the trends in the empirical studies on achievement motivation theories and tools, ranging from 1970 to 2022. Methodology: With a focus on theories, diversity of research participants, and practical ELT-related issues addressed by previous researchers, this paper applied the PRISMA Systematic Review Protocol to offer a comprehensive synthesis of 91 empirical studies on theories of achievement motivation. Findings: The majority of the published studies were from China and Iran. There was also a large number of studies conducted on tertiary-level learners. Structural equation modelling was found to be the most widely used analysis. In addition, technology-assisted learning is the current trend in achievement motivation research. Significance: This paper offers new insights into the existing achievement motivation literature and identifies the research gaps. This study recommends more studies on expectancy-value theory including in-depth qualitative studies involving culturally diverse populations and experimental research to develop more effective pedagogical approaches and expand the current understanding of achievement motivation.

This paper focuses on two aspects of gender inequality in Irish higher education: inequality in participation by gender and inequality of performance by gender, institution and subject. We use a rich set of data from the Higher Education Authority of Ireland which detail inter alia enrolment in institutions of higher education--Universities and Institutes of Technology--and record the class of degree received by graduating students, by subject and gender. The first aspect was the participation of women. Although more women enrolled as full-time undergraduates in universities than did men, the reverse was the case in the Institutes of Technology. This had much to do with the subject structure of universities vis-à-vis the Institutes of Technology in tandem with the subject preferences of women and men. The second issue was inequality in performance. A major conclusion of this paper is that "after" enrolment there was little difference between the success rates of women and men in receiving first-class degrees in the different subjects but there was considerable difference between the institutions.

Could a transformative, inclusive and emancipatory educational framework like the Universal Design for Learning (UDL) advance academic success for all? Could racism and dis/ableism be dismantled through such an emerging educational trend that offers a redefinition of dis/ability abolishing oppressive pedagogical practices that perpetuate constructed views of special needs, often negatively correlated with racial and intellectual superiority? Could such a framework that foregrounds physical, cognitive and linguistic injustices advance achievement beyond merely meeting academic literacy standards within higher education settings like writing centres in a post-COVID 21st-century South Africa? These critical questions are some of the tensions raised in this paper proposing a compelling, yet controversial attempt at advancing student learning and achievement within an expanded definition of disability offered by the UDL framework developed by Rose and Meyer at the Center for Applied Special Technology at Harvard University. While COVID-19 centred around a pandemic, this global catastrophe accelerated the technological thrust into virtual and blended learning mediums of learning and engagement. Yet, given the technological explosion of the mid- and late 20th century, in many ways education have headed towards this direction. Now more than ever, the awareness of the Universal Design for Learning within the role of the writing centre and academic literacy is especially critical, given the drive for technologically driven approaches to address issues of social justice. This paper seeks to understand the obstacles and opportunities of the UDL framework within the role of writing centres in post-COVID 21st-century South African higher education. Through professional insights as a qualified practising writing consultant both locally in South Africa and in the United States, this reflective critique on the emerging vociferous dialogue around the adoption of the Universal Design for Learning framework at higher education institutions in South Africa, and its implications for the role of the writing centre, are based on this author's pragmatic, commonplace experiences as well as research studies conducted on UDL and the Harvard Review. It is hoped that this reflective paper may make visible some of the inherent juxtapositions Universal Design for Learning may hold for meeting individual students' learning needs principled on its universal approach to learning success for all, affording opportunities for further research and critique.

Since the outbreak of COVID-19 in 2019, many countries have taken measures such as controlling the flow of people, logistics and reducing crowds. Educational institutions have shifted from traditional face-to-face teaching to online teaching. In order to understand the fatigue caused by long-term online teaching and its influence on teaching quality, this paper puts forward the concept of "student fatigue" according to the learning characteristics of students in our education system, and applies statistical principles to compile the student Fatigue Scale-18. In the four seasons of spring, summer, autumn and winter, 1236 times of 319 college students in grade 2021 were tested for fatigue, and the average incidence of fatigue was 64.97%. The incidence of fatigue in boys is higher than that in girls. There was a slight difference in the incidence of fatigue in different seasons, but no statistical significance was there. The effect of fatigue on online teaching is empirically analyzed. The degree of fatigue is negatively correlated with test scores. Students with better learning foundations are less affected by fatigue, while girls' scores are less affected by fatigue. This paper analyzes the common causes of students' fatigue, combined with the current research status of students' fatigue at home and abroad, and puts forward that college education should pay attention to students' fatigue, regularly or irregularly monitor students' fatigue, so that the incidence of fatigue is controlled below 30%. The analysis revealed that the degree of fatigue and gender significantly influenced academic performance. A negative correlation was found between fatigue degree and academic performance, indicating that more severe fatigue led to poorer academic results. Boys were more affected by fatigue than girls. The relationship between academic performance and seasons showed no significant impact. Try to avoid severe fatigue. In order to reduce the impact of fatigue on students' study and health, preventive measures should be taken. It provides theoretical and empirical basis for preventing students' fatigue, improving teaching quality and ensuring students' health.

The academic success of first-year students' learning in science faculties is by no means assured, especially in an Open Distance Learning setting with its limited number of face-to-face encounters between students and lecturers or tutors. Therefore, such encounters should be highly efficient in view of the considerable amount of knowledge transfer to students. The University of South Africa (Unisa) makes provision for contact sessions of 15 hours per semester for selected modules in an attempt to elevate the pedagogical efficiency of these sessions by focusing on the threshold concepts as an innovative way of learning. This paper shows that tutorials adopting the threshold concepts approach have the potential to make students academically more successful. The focus of this study is an introductory information systems module that teaches the Python programming language. Our statistical analysis demonstrated that the year marks and final exam scores of the participating students were frequently higher than those of the students in the control group.

In recent years, Game-Based Learning (GBL) has been widely adopted in various educational settings. This paper aims to review empirical studies that adopt GBL in the field of AI education and explore its future research perspectives. After a systematic keyword search in the online database and a snowballing approach, a total of 125 empirical papers with 133 studies were targeted as samples. Results indicated that the games in AI education are mainly fell into five categories: Puzzle games are the most used in the curriculum (27.07%), followed by Reasoning strategy games (23.31%), Robot games (18.05%), Role-playing games (9.02%) and Simulation games (6.77%). Among them, 22.39% of games were with real characters, 11.94% were with virtual characters and 64.18% were with no characters. Besides, games were used in three main forms in AI education: games as teaching tools (78.95%), games as student works (12.03%), and games as a competing mechanism (9.02%). Researchers mainly paid attention to the effect of GBL on students' Opinions and Attitude (52.96%) and Learning achievement (24.04%), while the other three categories such as Skills and ability, Interaction, and Cognition were not extensively measured. The cross-sectional analysis, research gaps, and potential directions for future research were also discussed.

This paper uses critical archival analysis, paired with textual analysis of grant descriptions, to understand how nine foundations -- all with endowments derived from the student loan industry -- have motivated their college completion work and the relationship between these commitments and grantmaking over time (2000-2019). Mobilizing concepts of theorization and racialized change work (RCW) to analyze the relationship between funders' deployed racial frames and their theory of change, this paper offers three primary contributions: 1) A methodological approach to analyzing philanthropic or intermediary-led reform campaigns (e.g. the college completion agenda) as a form of theorization -- a core mechanism of institutional change and diffusion -- inclusive of funders' racial projects; 2) Insights on the qualitative, causal pathway by which one foundation created organization-specific interest convergence that facilitated engagement in RCW, and 3) Evidence demonstrating how race-evasive theorizations, even if efficacious mechanisms for change, fail to deinstitutionalize a core mechanism of racialization: investment in deficit-minded, individual-level projects. These insights speak not only to the material differences between race-evasive and race-conscious theorizations, but also organizational pathways toward durable race-conscious commitments in higher education.

Purpose: Researchers have opined that the quality of commitment to pedagogical approaches by lecturers is one of the most important factors in determining student academic success. The purpose of this paper is to analyse the mediating effect of research informed teaching on the relationship between lecturer commitment to use of pedagogical approaches and teaching quality, with a view towards enabling delivery of high quality teaching and learning in HEIs. Design/methodology/approach: The research is based on an online survey of the perception of 186 undergraduate and postgraduate students in four major UK universities. Covariance-based structural equation modelling (SEM) methodology was used to quantity and clarify the influence of lecturers' pedagogical attributes on teaching quality, mediated by research-informed teaching. Findings: Findings reveal that--lecturers' pedagogical attributes have significant positive effect on teaching quality, research-informed teaching have significant positive effect on teaching quality, lecturers' pedagogical attributes have weak positive effect on research-informed teaching, and research-informed teaching partially mediates (indirect effect) the relationship between lecturers' pedagogical attributes and teaching quality. Practical implications: Structural equation models are useful for clarifying concepts in pedagogy and have implications for education managers on how to improve teaching and learning in HEIs. Originality/value: The paper presents a unique quantitative model for measuring the degree of teaching quality in universities.

In the evolving landscape of global education, the significance of inclusivity and equity has never been more important. Emphasizing the United Nation Sustainable Development Goal 4, this paper explores the innovative application of blockchain-powered Zero-Knowledge Proofs (ZKPs) technology in education, with a particular focus on disability inclusion. This study introduces a novel disability management system powered by Zero-Knowledge Succinct Non-Interactive Argument of Knowledge (zk-SNARK). This advanced system enables educational institutions to verify the status of students with disabilities without compromising their personal information, thereby preserving their privacy and reinforcing their identity. This paper evaluates the potential operational efficiency of this prototype system against the existing costs incurred by higher education institutions in disability schemes. It also examines the system's potential to enhance self-disclosure among students with disability, which is pivotal for their academic success. By advocating for privacy and inclusivity, this study highlights the transformative potential of ZKP in creating an educational environment where students with disabilities can comfortably disclose their needs. This approach not only protects their confidentiality but also empowers them academically, aligning with the global commitment to accessible and inclusive education.

Objectives: This literature review seeks to identify based on the current literature how the burden of disease for IBD patients manifests itself as this cohort transitions simultaneously from pediatric to adult care and from secondary to post-secondary education. Methods: This paper reviews the current literature regarding postsecondary students with IBD and provides a summary of research regarding key factors in their quality of experience. The research was conducted through databases including Taylor & Francis, PubMed, as well as searches via Google Scholar. Results: Over the course of this search, thirty-three relevant studies were identified. These studies addressed the themes outlined in this paper, including academic performance, social adaptation, transition of care, as well as overall transition to a postsecondary institution. Each of these is further broken down to identify specific determinants of IBD student experience. Conclusions: Although students with IBD can demonstrate resilience and adaptive behavior, the evidence suggests there are significant limitations impacting their perceived experience. The barriers IBD students face impact their ability to experience postsecondary education as they intend to, forcing them to adjust in adaptive or maladaptive manners. This review also attempts to generate possible solutions to specific barriers identified from current research, generating directions of action for students, physicians, and academic supports.

This paper considers what it could mean to say that epistemologies and methodologies are racially just or unjust. It has been argued that this has nothing to do with whether an individual researcher is racist: he or she could be anti-racist but still use an epistemology that is racially biased. To explore this issue, some pioneering research by Allison Davis, an influential African-American scholar in the 1940s and 1950s, is examined. This research dealt with the effects of social class cultures on academic achievement in the United States. While Davis was well-known at the time, his work in this field is now largely forgotten. Two senses of 'racially-just' are examined in this paper, relating: to the intrinsic character or origin of epistemologies and methodologies; or to the implications for and likely consequences of their use. Davis's investigations employed methods and assumptions that are rejected by many educational researchers today. I will address the question of whether these can be criticised as racially unjust; and, if so, on what basis. This evaluation will lead to a consideration of the broader question of the terms in which it is appropriate to assess educational research, and in particular the epistemologies and methodologies on which it depends.

Background: Augmented reality (AR) is receiving increasing interest as a tool to create an interactive and motivating learning environment. Yet, it is unclear how instructional support affects performance in AR. Objectives: This study sought to explore how varying the instructional support in AR can affect performance-related behaviours of students with low cognitive abilities during assembly work. Methods: A total of 90 Belgian secondary school students repeatedly executed four different realistic assembly tasks. Three levels of instructional support (low, medium, and high) in AR as well as a control condition with paper instructions with a high level of detail were systematically varied across tasks and participants. Results and Conclusions: Multilevel regression analyses showed that AR instructions yielded lower assembly times and a lower perceived physical effort than paper instructions. Additionally, participants perceived tasks as less complex when given AR instructions with a high or a medium level of detail than when given a low level of detail. No effects of instructional support were established for other performance-related behaviours, namely necessary assistance, error-making, cognitive load, competence frustration, and stress. Effect sizes were small, at least among the instructional support conditions studied, yielding a limited base for adaptivity. Presumably, tailoring the instructional support in AR is only beneficial for highly complex tasks. The results might be useful for the design and implementation of AR in educational settings.

With the widespread implementation of COVID-19 prevention and control measures during the pandemic, online classes have become a normal and indispensable part of college students' lives. Analysis of the factors affecting college students' behavioural intention towards online classes will help improve online class quality. This paper sets up a model to analyse the factors that may affect such intentions . The results show that social influence, performance expectancy, effort expectancy, perceived usefulness and perceived ease of use have a significant positive effect on college students' behavioural intention, and enabling environment(i.e. the infeasibility of offline teaching due to the pandemic)has a significant negative effect on it. Gender and voluntariness, as moderator variables, also clearly influence behavioural intention. Based on pandemic prevention and control measures, along with education reform and modernisation, this paper offers valuable suggestions to online learning platform and education administrators.

The purpose of this paper is to consider a different point of view as to why historically underrepresented minority students ultimately succeed in school, but do so at a cost (Goward, 2020). The authors argue that considering John Henryism, i.e., high-effort coping as a response to environmental stressors, as a source of motivation for historically excluded students' academic achievement, can allow stakeholders in higher education a more nuanced understanding as to how students overcome barriers related to their identity. The authors hope this paper can provide college and university professionals with a new lens to examine students' academic achievement as they confront and overcome systemic barriers. They argue stakeholders in higher education (e.g., administration, staff, faculty, etc.) should be investing in high quality systems of support (Rolle et al., 2021) to be able to get students from marginalized backgrounds to graduation, without having to rely on using John Henryism to get there.

In this paper, we present the analysis of the students' achievements in learning calculus in a dynamic software environment during the COVID-19 crisis. Two groups of students, the experimental and the control one, were monitored. Blended learning was applied to the students in the experimental group, with the help of "Microsoft Teams" and dynamic software "GeoGebra," in autumn 2020. All students in the control group learned in the classroom without using "GeoGebra" in 2019. The comparison between these two groups of first-year students, regarding their calculus test results, is described in this paper. It is interesting that the results of the experimental group were significantly better than the results of students in the control group, despite the fact that the students from the experimental group learned during the COVID-19 crisis.

This paper examines the attributes of culturally responsive teaching (CRT) as well as its theoretical foundations. Gay's (2018) work describes the eight attributes of CRT as validating, comprehensive and inclusive, multidimensional, empowering, transformative, emancipatory, humanistic, and normative and ethical. After unpacking each attribute, I present and discuss four dimensions of Gay's (2018) theoretical foundations of CRT which include culturally diverse curriculum, teacher caring, home and school connection, and academic achievement. Further, I write about how CRT and the epistemologies of Indigenous education can lead to healthy and transformative spaces for Indigenous students in Saskatchewan public schools. For the purposes of this paper, I define healthy and transformative spaces as spaces where students have their needs met in the four dimensions of spirit, mental, physical, and emotional health.

Existing studies on language learner emotions mainly focus on Foreign Language Anxiety (FLA) and Foreign Language Enjoyment (FLE). They are primarily conducted in offline learning settings. This paper reports the empirical findings of an exploratory investigation conducted in a fully synchronous online learning environment for "ab initio" Korean. Through an Achievement Emotions Questionnaire administered to 117 students in an Australian university, this study measures learners' pride as well as their enjoyment and anxiety during four teaching weeks. In addition, this paper examines how learner emotions correlate with academic achievement as well as crucial learner and teacher variables. The study confirms many patterns of learner emotions in offline teaching environments, such as the association of positive emotions with positive outcomes and with some teacher characteristics, and the association of anxiety with negative outcomes. However, it also reveals patterns that appear to be new, warranting further empirical studies. The pedagogical implications of results for L2 teaching and learning are also discussed.

Purpose: This paper defines and assesses student learning patterns under the influence of problem-based learning (PBL) and their classification into a reasonable minimum number of classes. Study utilizes PBL implemented in an undergraduate Statistics and Operations Research course for techno-management students at a private university in India. Design/methodology/approach: Study employs an in situ experiment using a conceptual model based on learning theory. The participant's end-of-semester GPA is Performance Indicator. Integrating PBL with classroom teaching is unique instructional approach to this study. An unsupervised and supervised data mining approach to analyse PBL impact establishes research conclusions. Findings: The administration of PBL results in improved learning patterns (above-average) for students with medium attendance. PBL, Gender, Math background, Board and discipline are contributing factors to students' performance in the decision tree. PBL benefits a student of any gender with lower attendance. Research limitations/implications: This study is limited to course students from one institute and does not consider external factors. Practical implications: Researchers can apply learning patterns obtained in this paper highlighting PBL impact to study effect of every innovative pedagogical study. Classification of students based on learning behaviours can help facilitators plan remedial actions. Originality/value: 1. Clustering is used to extract student learning patterns considering dynamics of student performances over time. Then decision tree is utilized to elicit a simple process of classifying students. 2. Data mining approach overcomes limitations of statistical techniques to provide knowledge impact in presence of demographic characteristics and student attendance.

The traditional points system and subsequent Grade Point Average (GPA) in education perpetuates an evaluation of academic performance which reflects arbitrary weighting of assignments and/or assessments. As such, GPAs which are calculated using a traditional points system are not unidimensional in their design. The baseball batting and slugging percentage, which serves as established metrics for performance evaluations among baseball players, better reflects unidimensionality. In essence, this paper puts forth an analysis and discussion which posits that baseball batting average and slugging percentage can serve as an example for how unidimensionality can become more prevalent in educational assessments, especially as it relates to the traditional points system and GPA.

This paper analyses the relation between generic competencies of students of Psychology and their academic performance and employability. A sample of 43 students of Psychology in a Spanish university was used to measure their generic competencies, academic performance and employability. Correlational and regression tests were conducted to evaluate the relation between the variables. The generic competence 'adhering to principles and values' is positively related to employability, while the competencies 'achieve results/client satisfaction' and 'socialise and create networks' are positively related to academic performance. No significant relationship was found between academic performance and employability. Generic competencies favour both academic performance and employability. The competencies which influence only one of these aspects are different. Our research offers insights to teacher learning communities to engage in a profound reflection on the inclusion of methodologies that facilitate the development of competencies related to academic performance and those most in demand in the labour market within the field of Psychology. Generic competencies are essential part of the education of students of Psychology. These competencies are institutionally developed with the aim of orienting the education of psychologists towards their future professional practice. It is essential to understand how the development of generic competencies may facilitate academic performance and employability of graduates in Psychology.

The quality of educational work is inextricably linked to many factors at the system, school, teacher, and student levels. This research was carried out within the project 'Education of Teachers as a Factor of Providing High-quality Life-long Learning in the Learning Society/The Society of Fast Socio-economic Changes and Unsure Future', funded by the Slovenian Research Agency. This paper provides a basic overview of the characteristics of open instruction, an umbrella term that combines active and learner-centred didactic strategies. The empirical section focuses on the use of didactic strategies. The survey was carried out with 1,536 primary school pupils in Grades 7 and 9 and 263 of their teachers. Both pupils and teachers cited problem-based learning and research-based learning as the most commonly used didactic strategies, while project-based learning was the least frequently used. Despite the agreement on the most and least frequently used didactic strategies, there are statistically significant differences between pupils' and teachers' perceptions of all selected didactic strategies. Teachers reported that they used these strategies more often than was perceived by their pupils. We also found a statistically significant impact of better learning performance on the perception of certain didactic strategies. The results of the study raise new research questions, especially in the design of more detailed analyses of the use of didactic strategies in pedagogical practice.

Mobile phone dependence refers to the excessive use of mobile phones by individuals, which may cause problems in study, work and life. We compared differences in mobile phone dependence among Chinese and Czech university students, and explore the relationship between mobile phone dependence and academic achievement among them in this paper. The subjects of this study included 358 Chinese university students and 282 Czech university students who were recruited during March to April 2022. We collected data through online questionnaires, using the Short Version of the Smartphone Dependence Scale (SAS-SV) to assess the level of students' mobile phone dependence and the Academic Achievement Questionnaire (AAQ) to assess the level of students' academic achievement. The results show that for the level of mobile phone dependence are negatively correlated with the scores of various dimensions of academic achievement and the total score of academic achievement, among them, Chinese students have more significant effect in the relationship between mobile phone dependence and study performance; moreover, the correlations between the three sub-factors of academic achievement in Chinese students were stronger. It can be concluded that mobile phone dependence may lead to lower study performance, more difficulty in handling study demands, and lower social adaptation, or lower academic achievement may also lead to more severe mobile phone dependence.

This paper uses data from the Organization for Economic Co-operation and Development (OECD) and employs multiple regression models to investigate the relationship between teacher salary and educational achievement in mathematics and science across 30 countries. After controlling for alternative wage opportunities and two macroeconomic factors (GDP per capita and educational expenditure as percentage of GDP), the results reveal no significant relationship between teacher salary and educational achievement in mathematics and science. These findings imply the need to look beyond a single policy, such as higher salaries, in favor of policy strategies that address working conditions and other challenges facing new teachers.

This paper aims to assess the impact of the reciprocal teaching strategy on the academic performance of student-teachers enrolled in the Higher Professional Diploma (HDE) program at Ajman University, United Arab Emirates. The study adopts a quasi-experimental design, employing pre- and post-tests and a control-experimental group configuration. The sample comprises 80 student-teachers selected from Ajman University during the second semester of the academic year 2022-2023. An academic achievement test in a multiple-choice format serves as the research instrument. The study's outcomes reveal noteworthy differences, indicating significant mean variations in the post-test scores between the experimental and control groups, favoring the control group in the context of the Reciprocal Teaching strategy. These results hold implications for international students, prompting considerations about the transferability and generalizability of teaching strategies across diverse cultural and educational settings. The findings suggest the broad effectiveness of the reciprocal teaching method, emphasizing the necessity of aligning teaching strategies with international students' specific needs and preferences. The research underscores the importance of tailoring teaching approaches to meet the unique requirements of a diverse cohort of global learners. It suggests that reciprocal teaching demonstrates efficacy across varied groups of international students, emphasizing the importance for instructors to select instructional methods that cater to the distinct needs of their diverse international student body.

Ensuring equity in education is a goal for sustainable development. Among the factors that hinder equity, socioeconomic status (SES) has the highest impact on learning Mathematics. This paper addresses the issue of equity at the secondary school level by proposing an approach based on adopting automatic formative assessment (AFA). Carefully designed mathematical activities with interactive feedback were experimented with a sample of 299 students of grade 8 for a school year. A control group of 257 students learned the same topics using traditional methodologies. Part of the sample belonged to low SES. The learning achievement was assessed through pre-and post-tests to understand if the adoption of AFA impacted learning and whether the results depended on the students' SES. The results show a positive effect of the experimentation (effect size: 0.42). Moreover, the effect size of the experimentation restricted to the low-SES group is high (0.77). In the treatment group, the results do not depend on SES, while in the control group, they do, suggesting that AFA is an equitable approach while traditional instruction risks perpetuating inequalities.

Enhancing proficiency in argumentative writing in English has always been a challenge for English as a Foreign Language (EFL) learners. Despite the widespread use of argumentative essays in international tests such as International English Language Testing System (IELTS) and Tests of English as a Foreign Language (TOEFL) in recent years, the learners usually fail to meet satisfactory achievement levels in the EFL context. This paper investigates the issue closely by reviewing Myanmar EFL learners' needs, wants, and problems in developing argumentative writing. Although there has been some discussion on factors that potentially challenge EFL learners' argumentative writing, more research is needed on the integrated assessment to cater to the learners' needs. This analysis reports the results of a group of undergraduates (n = 44) in Myanmar. This research was based on triangulation data, including sources from questionnaires administered to the students' purposes, preferences, and challenges, and analyzing students' argumentative writing structurally and qualitatively for reasoning. The findings reveal that students were eager to learn argumentative writing, particularly for their immediate needs. Though students were not well trained with a communicative teaching approach in their curriculum, they preferred to learn argumentative writing dialogically, using classroom debates. They favored learning future argumentative writing courses by communicating meaningfully. Regarding the challenges in argumentative writing, most students could not produce counterarguments and rebuttals. Based on the data elicited from the students, this needs analysis proposed implementing the integrated learning-to-argue and arguing-to-learn instructions and using argumentative literacy practices to engage students in dialogic learning in the EFL context.

Background: The growth of online higher education programs and the increasing numbers of students seeking remote learning experiences require educators to find new ways of meeting the changing learning needs of their students. One possible approach for facilitating success for online college students is fostering engagement in self-regulated learning (SRL). Objective: This paper discusses student perceptions of an online metacognitive journal assignment designed to promote SRL. Method: Following a brief review of the related literature, we present a study of the perceptions of 206 online students of a series of metacognitive prompts collected through a weekly online journaling assignment. We examined, coded, and reported on the data using descriptive statistics. We also conducted a thematic qualitative analysis of narrative responses to experiential questions. Results: The analysis revealed that the majority of students believed that engaging in the metacognitive exercise was valuable and contributed to success in their online courses. The students also reported that the assignment helped them feel more connected to their professors and contributed to their ability to apply course content to real-life situations. Findings: The students did perceive value in the assignment and provided positive narrative comments. Although the students perceived the assignment to be helpful, no causal relationships between engagement with the assignment and student achievement were demonstrated. Conclusion: Based on the results of this study, online instructors may find that using a metacognitive reflection journal is one way to support their students in online courses.

The purpose of this paper is to determine and discuss the factors that influence the learning outcomes of preservice teacher students in a blended learning environment. This quantitative study used a structured online questionnaire to collect responses from preservice teacher students (n=602) from five universities in Indonesia. Measurement analysis was used to validate the instrument, and the structural equation model was used to test the relationship between constructs. The model had four constructs: support system, learning strategy, digital literacy, and learning outcome. This study integrates three factors, namely support systems, learning strategies, and digital literacy, to identify the determinants of student-teacher learning outcomes in a blended learning environment. The research revealed that support systems and learning strategies have an effect on digital literacy and that digital literacy has a direct effect on learning outcomes. This research provides important insights regarding the contribution of support systems, learning strategies, and digital literacy to improve student learning outcomes in a blended learning environment.