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1 – 10 of 866Pengkun Liu, Zhewen Yang, Jing Huang and Ting-Kwei Wang
The purpose of this study is to scrutinize the influence of individual learning styles on the effectiveness of augmented reality (AR)-based learning in structural engineering…
Abstract
Purpose
The purpose of this study is to scrutinize the influence of individual learning styles on the effectiveness of augmented reality (AR)-based learning in structural engineering. There has been a lack of research examining the correlation between learning efficiency and learning style, particularly in the context of quantitatively assessing the efficacy of AR in structural engineering education.
Design/methodology/approach
Using Kolb’s experiential learning theory (ELT), a model that emphasizes learning through experience, students from the construction management department are assigned four learning styles (converging, assimilating, diverging and accommodating). Performance data were gathered, appraised, and compared through the three dimensions from the Knowledge, Attitude and Practices (KAP) survey model across four categories of Kolb’s learning styles in both text-graph (TG)-based and AR-based learning settings.
Findings
The findings indicate that AR-based materials positively impact structural engineering education by enhancing overall learning performance more than TG-based materials. It is also found that the learning style has a profound influence on learning effectiveness, with AR technology markedly improving the information retrieval processes, particularly for converging and assimilating learners, then diverging learners, with a less significant impact on accommodating learners.
Originality/value
These results corroborate prior research analyzing learners' outcomes with hypermedia and informational learning systems. It was found that learners with an “abstract” approach (convergers and assimilators) outperform those with a “concrete” approach (divergers and accommodators). This research emphasizes the importance of considering learning styles before integrating technologies into civil engineering education, thereby assisting software developers and educational institutions in creating more effective teaching materials tailored to specific learning styles.
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Amir Emami, Zeinab Taheri and Rasim Zuferi
This paper aims to investigate the interactive relationship between learning styles and cognitive biases as two essential factors affecting information processing in online…
Abstract
Purpose
This paper aims to investigate the interactive relationship between learning styles and cognitive biases as two essential factors affecting information processing in online purchases.
Design/methodology/approach
This research is applied in nature but extends the knowledge in the area of consumer behavior. By using the correlational research method, the present study uncovers the relationship between various sorts of decision biases and learning styles among online buyers.
Findings
According to the results, the most affected learning style among all is reflective observation. Several biases influence people with this learning style, namely, risky framing, attribute framing and aggregated/segregated framing. In the case of active experimentation, online customers can undo its effect. Therefore, online sellers should be aware of their target customers with such a learning style. In addition, online purchasers with the reflective observation learning style are more prone to aggregation and segregation of sales information.
Originality/value
The findings enhance the understanding of consumer buying behavior and the extent to which learning styles impact cognitive biases and framing effects in online shopping.
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Minh Ngoc Do and Phuong Hoai Lai
The purpose of the study is to explore the interrelation between internal factors of learners and the external environment. The results of this study help to design a learning…
Abstract
Purpose
The purpose of the study is to explore the interrelation between internal factors of learners and the external environment. The results of this study help to design a learning environment that improves students' self-efficacy and consequently self-regulated learning (SRL) behaviors of students.
Design/methodology/approach
The study adopts a quantitative approach to explore the relationship between learner's self-efficacy, self-regulation behavior and three factors in the online learning environment: course design, learning activities and relationship with instructors and peers. Participants of the study are 350 students in two universities in Vietnam.
Findings
The study finds that factors in the learning environment namely course design, learning activities and relationship within class significantly affect students' self-regulation. Moreover, results show that students' self-efficacy plays the mediating role in the relationship between learning environment and self-regulation.
Research limitations/implications
Samples are taken by convenience sampling method, which may lead to sampling bias, and results may, to some extent, be misleading. The study was conducted in only two universities with limited student populations. A larger sample of students from other institutions may contribute to a better explanation of the relationships.
Practical implications
The study has a practical implication of contributing to the limited understanding of learners in an underdeveloped-research country context. The study also implies necessary changes to the long-standing, prevalent yet ineffective teaching and learning style.
Social implications
The study calls for a renovation in the nation's traditional educational practices, having a social implication of creating a learning environment beneficial for learners.
Originality/value
This study is the first to investigate the impact of online learning environment and students' internal factors on their learning behaviors in Vietnam. The study is among the very few empirical research studies on the country's education generally and on self-regulation specifically, contributing to better understanding of learning experiences and the improvement of teaching.
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The aim of this paper is to explore the importance of individual learner differences and the effect differentiated instruction (DI) has on learners' levels of engagement.
Abstract
Purpose
The aim of this paper is to explore the importance of individual learner differences and the effect differentiated instruction (DI) has on learners' levels of engagement.
Design/methodology/approach
The author carried out this research using a small-scale action research (AR) study.
Findings
The findings suggest that in acknowledging and responding to individual learner differences, especially interests, levels of learner engagement are positively affected.
Research limitations/implications
This study’s key limitations were sample size, short-term study and potential teacher as researcher bias.
Practical implications
Recommendations were made for a further longitudinal study into the relationship between DI and language learner levels of engagement at University. An additional study into DI that looksbeyond language learning at HE, could add value to pedagogic approaches, which could make courses of greater intrinsic value to its students.
Originality/value
This research study aims to help fill a gap in the literature on the application of DI, as well as a unique perspective into its effect on learner engagement within a university context.
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Anaile Rabelo, Marcos W. Rodrigues, Cristiane Nobre, Seiji Isotani and Luis Zárate
The purpose of this study is to identify the main perspectives and trends in educational data mining (EDM) in the e-learning environment from a managerial perspective.
Abstract
Purpose
The purpose of this study is to identify the main perspectives and trends in educational data mining (EDM) in the e-learning environment from a managerial perspective.
Design/methodology/approach
This paper proposes a systematic literature review to identify the main perspectives and trends in EDM in the e-learning environment from a managerial perspective. The study domain of this review is restricted by the educational concepts of e-learning and management. The search for bibliographic material considered articles published in journals and papers published in conferences from 1994 to 2023, totaling 30 years of research in EDM.
Findings
From this review, it was observed that managers have been concerned about the effectiveness of the platform used by students as it contains the entire learning process and all the interactions performed, which enable the generation of information. From the data collected on these platforms, there are improvements and inferences that can be made about the actions of educators and human tutors (or automatic tutoring systems), curricular optimization or changes related to course content, proposal of evaluation criteria and also increase the understanding of different learning styles.
Originality/value
This review was conducted from the perspective of the manager, who is responsible for the direction of an institution of higher education, to assist the administration in creating strategies for the use of data mining to improve the learning process. To the best of the authors’ knowledge, this review is original because other contributions do not focus on the manager.
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Xuerui Cai, Naseer Abbas Khan and Olga Egorova
The purpose of this study is to investigate the predictive influence of transactional leadership on employee green creative behaviour (GCB) and the mediating role of workplace…
Abstract
Purpose
The purpose of this study is to investigate the predictive influence of transactional leadership on employee green creative behaviour (GCB) and the mediating role of workplace learning and green knowledge management (GKM) in this relationship. Based on the leader–member exchange (LMX) theory. This study also uses moderated mediation analysis to investigate social networking sites (SNS) use as a moderator to better understand the indirect relationship between transactional leadership and employee GCB.
Design/methodology/approach
The data for this quantitative study were collected using a time-lag technique, with two time waves apart by two months. The final sample for the study included 294 employee–supervisor dyads from small and medium-sized tourism enterprises in the north eastern part of China.
Findings
Findings supported the study's proposed hypotheses, indicating that transactional leadership has a significant impact on workplace learning and GKM, as well as a significant role of mediators (workplace learning and GKM) in the relationship between transactional leadership and employee GCB. Furthermore, SNS use significantly moderated the impact of both mediators in establishing a link between transactional leadership and employee GCB.
Originality/value
This study offers new perspectives and insights for entrepreneurs, decision-makers, academics and tourism sector experts by identifying and putting into practise the predictive role of transactional leadership in innovative behaviours. This study also suggests that small and mid-sized travel agencies should focus on workplace learning, GKM and SNS use to promote environment-friendly creative employee behaviour.
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This study aims to understand the learner behaviour of millennials for Massive Open Online Courses (MOOCs) in the post-adoption stage by extending the theory of Unified Theory of…
Abstract
Purpose
This study aims to understand the learner behaviour of millennials for Massive Open Online Courses (MOOCs) in the post-adoption stage by extending the theory of Unified Theory of Acceptance and User Technology 2 (UTAUT2) with expectancy confirmation model (ECM) along with personal innovativeness as the exogenous, satisfaction as a mediating and continued intention as an endogenous construct.
Design/methodology/approach
This study applied a cross-sectional research design by using a survey method to collect primary data with a structured questionnaire. Convenience sampling was used to collect data from millennial MOOC users, and partial least square structural equation modelling method was applied for data analysis.
Findings
The results indicate that performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation influence satisfaction. Similarly, performance expectancy, hedonic motivation, personal innovativeness and satisfaction influence the continued intention for MOOCs.
Research limitations/implications
In terms of limitations, the study applied a cross-sectional research design that could lead to data collection bias. Similarly, the study used convenience sampling as the authors did not have access to the participant list of users from MOOC platforms.
Practical implications
The research highlights various insights to all the stakeholders on improving MOOC satisfaction and enhance the continued intention for millennial learners.
Originality/value
The findings of this research bridge this gap by examining the post-adoption usage behaviour of MOOCs by extending the baseline model of UTAUT2 with personal innovativeness and integrating it with ECM.
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Michel Mann, Marco Warsitzka, Joachim Hüffmeier and Roman Trötschel
This study aims to identify effective behaviors in labor-management negotiation (LMN) and, on that basis, derive overarching psychological principles of successful negotiation in…
Abstract
Purpose
This study aims to identify effective behaviors in labor-management negotiation (LMN) and, on that basis, derive overarching psychological principles of successful negotiation in this important context. These empirical findings are used to develop and test a comprehensive negotiation training program.
Design/methodology/approach
Twenty-seven practitioners from one of the world’s largest labor unions were interviewed to identify the requirements of effective LMN, resulting in 796 descriptions of single behaviors from 41 negotiation cases.
Findings
The analyses revealed 13 categories of behaviors critical to negotiation success. The findings highlight the pivotal role of the union negotiator by illustrating how they lead the negotiations with the other party while also ensuring that their own team and the workforce stand united. To provide guidance for effective LMN, six psychological principles were derived from these behavioral categories. The paper describes a six-day training program developed for LMN based on the empirical findings of this study and the related six principles.
Originality/value
This paper has three unique features: first, it examines the requirements for effective LMN based on a systematic needs assessment. Second, by teaching not only knowledge and skills but also general psychological principles of successful negotiation, the training intervention is aimed at promoting long-term behavioral change. Third, the research presents a comprehensive and empirically-based training program for LMN.
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Anjum Razzaque, In Lee and George Mangalaraj
This study aims to empirically assess entrepreneurial leadership skills’ role in Corporate Sustainable Development (CSD) and firm performance (FP). This study considers five…
Abstract
Purpose
This study aims to empirically assess entrepreneurial leadership skills’ role in Corporate Sustainable Development (CSD) and firm performance (FP). This study considers five specific entrepreneurial traits: innovativeness, creativity, analytical thinking, emotional intelligence and passion and motivation. The motivation for this investigation stems from concerns over micro-firms vulnerabilities and small and medium enterprises (SMEs) lacking proper leadership skills. This study is guided by the resource-based view theory and conducted during the pandemic, offering insights into firms operating under constrained conditions.
Design/methodology/approach
Confirmatory factor analysis and structural equation modeling (SEM), were used on survey responses from 321 Bahraini firms. This study’s data collection occurred under environmental uncertainties due to the pandemic and provides a unique context for understanding CSD and entrepreneurial leadership skills under high business/environmental uncertainty.
Findings
The findings reveal that entrepreneurial leadership skills positively impact CSD and firm performance through creativity, passion and motivation. However, innovativeness negatively affects CSD and FP. Furthermore, CSD positively influences firm performance.
Research limitations/implications
Theoretical and practical implications, plus limitations, are also discussed in this study.
Practical implications
Understanding entrepreneurial leadership skills effect on CSD and firm performance in SMEs is important as SEMs are prone to fail in the early years. This study’s findings and its implications help guide SME leaders in furthering their entrepreneurial leadership skills to foster CSD and firm performance.
Originality/value
This study contributes to comprehending the crucial role of entrepreneurial skills, during uncertain times of the pandemic, for SMEs’ survival. It provides valuable insights for firms operating in competitive environments, offering a unique perspective on the required entrepreneurial skills and their effect on CSD and firm performance.
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