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The aim of this paper is to explore the relationship between perception of service quality, student satisfaction, switching barriers on behavioural intentions among private higher education institutions (HEIs) with self-accreditation status in Malaysia.

A total of 388 valid questionnaires were collected via a self-administered questionnaire from the undergraduate students of private HEIs with self-accreditation status in Malaysia. PLS-SEM has been employed for hypotheses testing.

The results show that student perceived service quality is positively influence student satisfaction and student behavioural intentions, particularly the positive word-of-mouth (WOM). The relationship of student perceived service quality and student behavioural intentions is fully mediated by student satisfaction. However, there is no mediating effect found for the switching barriers on the relationship between student satisfaction and behavioural intentions.

This study's findings are only generalizable to the private HEI with self-accreditation status in Malaysia. The paper contributes to the body of knowledge in the areas of service quality, satisfaction, switching barriers and behavioural intentions. These findings provide valuable insight to the private universities management and policymakers to improve existing policies and practices in order to formulate effective strategies to attract potential new students and retain the existing students through the delivery of high-quality services.

This study's findings have reconfirmed that the causal relationship of perceived service quality-satisfaction-behavioural intentions model. Switching barriers has treated as the mediator which received less attention in the context of private higher education sector. Thus, this study broadens the exiting body of knowledge and advances the understanding of how switching barriers play a crucial role by influencing students' behavioural intention, particular WOM.

The study applied the Unified Theory of Technology Acceptance and Use Theory 2 (UTAUT2) to predict blended learning acceptance by students in universities in Zimbabwe. Blended learning is a heterogeneous mode of teaching and learning that combines face-to-face (F2F) and online modes. Owing to advances in technology, and recently, the advent of pandemics, such as COVID-19, the need for multimodal teaching approaches, such as blended learning, to enhance access to education in universities has become very important.

A quantitative approach that used a structured questionnaire for data collection from a sample of 432 postgraduate students was used. Data validation was done using confirmatory factor analysis (CFA). The structural equation modelling technique was used for data analysis.

Results showed that out of the seven factors of the UTAUT2, the factors such as performance expectancy, effort expectancy, social influences, facilitating conditions and hedonic motivation significantly and positively influenced the behavioural intentions of students in universities to accept blended learning. On the other hand, habit and price value did not significantly influence university students' behavioural intentions to accept the bended learning mode. It was further shown in the study that behavioural intentions significantly influenced the acceptance of blended learning by university students. In light of the above results, it was concluded that the UTAUT2 could be used to predict the acceptance of blended learning by university students.

The main study limitation was that it was only carried out at universities that had information and communication technology (ICT) infrastructure challenges owing to the fact that the economic situation in Zimbabwe is depressed. Limited ICT infrastructure in the universities might have had some impact on the nature of behavioural intentions of students to accept blended learning as a learning mode. Further research could be carried out in countries with better economies that are able to fund ICT infrastructures of their universities and to establish whether the results of the current study could either be confirmed, disconfirmed or enriched.

The paper suggests that universities need to increase investment in ICT infrastructure as well as in capacitating students with the necessary ICT skills for the effective use of institutional ICT when learning using the blended learning mode. Without adequate and appropriate ICT infrastructure as well as necessary ICT skills, students may develop low motivation levels and negative attitudes towards blended learning, which may eventually may affect their acceptance of the learning mode.

There is no known study that has been conducted using the UTAUT2 to establish antecedents of behavioural intentions of students to accept blended learning in the context of Zimbabwean universities. This study therefore opens new ground on factors influencing the acceptance of blended learning in the context of Zimbabwean universities. Also, the results showed that habit and price value do not significantly contribute to the behavioural intentions of university students to accept blended learning, which is not consistent with findings of past studies. This inconsistency opens new opportunities for further studies on the conditions under which these two factors can be used to significantly contribute to the development of behavioural intentions of students to accept blended learning.

The purpose of this paper is to combine task-technology fit, theory of planned behaviour and individual technology optimism, and propose a better hybrid technology behavioural intention model to explain Taiwanese students’ usage behaviour for weblog learning.

A 31-item questionnaire with eight constructs was administered to undergraduate and graduate students enrolled in three universities in Taiwan. A total of 380 voluntary, usable responses were received, and a research model estimated using Smart PLS was used to interpret the structural relation results.

The results of the research model were analysed using a structural equation modelling approach to test six hypotheses and three moderating hypotheses; significant support were found for seven of them. Accordingly, this study considered the level of technology optimism as a moderator to explore whether it impacts perceived behavioural control, attitudes and social influences on behavioural intention related to weblog learning.

This research provides a better understanding of individual and system characteristics, as well as social factors regarding weblog learning system acceptance and intention.

The purpose of this paper is to understand business students' intention to behave ethically in general, and in particularly in the business context of a developing country, India.

The paper surveyed 250 final semester MBA students from different business schools in Indore city of Madhya Pradesh in India. The study employed the most popular behavioural theory, the Theory of Planned Behaviour (TPB) to understand the intention of business students to behave ethically. Structural equation modelling was used to analyse direct effects of the constructs on behavioural intention, and the overall model.

Findings revealed that attitude, subjective norm and perceived behavioural control are positively related and have strong influence on ethical behavioural intention of business students. All constructs together explain 67 percent variance in intention. Attitude alone contributes 46 percent in explaining variance in ethical behavioural intention.

Business ethics field can benefit from this study as it provides an empirical explanation of the contribution of each factor that is, attitude, subjective norms and perceived behavioural control, in ethical behavioural intention of business students. This is directly beneficial for business schools and for education policymakers as the information can help policymakers to understand the potential of existing business ethics education. This study is limited to a data set of 250 business students in the context of a single country which cannot be generalized. So, there is need for research of this type in a more collaborative international context.

To the best of my knowledge, this is the first study in the Indian context to predict the intention of business students to behave ethically, using the TPB model. This study contributes valuable knowledge to the domain of business ethics, behavioural studies as well the field of business education, and suggests to explore ways to strengthen the three constructs attitude, subjective norm and perceived behavioural control, as these constructs were found to have a strong influence in forming ethical behavioural intention of business students of business schools in India.

The purpose of this paper is to investigate factors affecting university students’ participation in discussion forum of electronic learning platforms of teacher–student interaction.

One-stage cluster sampling was used and a cross-sectional survey of 113 university students from four courses was done.

A combined model based on United theory of Acceptance and Use of Technology (UTAUT) and DeLone and McLean models serves as a research framework. Female and male students’ behavioral intentions were affected by different factors. System quality affects male students’ behavioral intention and information quality affects female students’ behavioral intention. Social influence affects female students’ behavioral intention but male students. Men are more focused on the hardware and women are more focused on the content of the message.

The research is limited by the nature of university students. User experience and underlying perceived risk are possible moderators. Dyad approach could be considered. One way to enhance students and teachers’ academic discussion is to establish a closed university social media site. The site should be made mobile-friendly with chatbot included.

The results support the validity of the proposed new research framework on e-learning platform by the constructs coming from two established models: UTAUT model and DeLone and McLean’s model. Factors affecting intention and use behavior in discussion forum are different for male and female students. System quality affects male students’ behavioral intention, while information quality affects female students’ behavioral intention. Social influence affects female students’ behavioral intention but not male students.

The purpose of this paper is to investigate tertiary students’ acceptance of digital game-based learning (DGBL). Specifically, it investigated the influence of learning motivation, enjoyment, and perceived usefulness on students’ behavioral intention to play an information literacy (IL) game.

In total, 150 tertiary students were recruited to play an IL game, and fill in a survey questionnaire. Multiple linear regression was performed.

Results indicated that attention, satisfaction, affective enjoyment, and perceived usefulness were significant determinants for the behavioral intention to play IL games. However, relevance, confidence, cognitive enjoyment, and behavioral enjoyment were not found to predict their behavioral intention.

The authors did not consider other factors in the hypotheses, such as the mediating effects of enjoyment on behavioral intention, and the influence of students’ individual characters such as learning styles or personalities on their behavioral intention of using DGBL. Further, the IL game used in the study, Library Escape, may reduce generalizability of the results. The study used self-reported attitudinal data from survey questionnaires, while behavioral data were not considered.

The results showed that pedagogical features, enjoyment factors, and perceived usefulness remain critical in the uptake of IL games by students. Further, the study demonstrated that instead of behavioral or cognitive dimensions of enjoyment, players are more concerned with affective enjoyment. Hence, developing DGBL with affective features should be pursued.

By taking into consideration both pedagogical and gameplay characteristics of DGBL to explain students’ acceptance of IL games, this study integrates and extends previous studies in the context of IL games. Additionally, instead of using perceived enjoyment as a single dimensional construct, this study adopted a multifaceted, more nuanced perspective on the perceived enjoyment of DGBL.

Building Information Modeling (BIM) competitions are a beneficial approach to enhance BIM education, offering students practical experience in BIM application, including mastering workflows and technical tools. However, research exploring the individual perceptions influencing participation intentions and behaviors in BIM competitions is limited. Therefore, this study aims to investigate the factors affecting university students' behavioral intention and behavior in BIM competitions, providing theoretical support for BIM competitions and educational reform.

This study employs the Structural Equation Modeling (SEM) based on the Unified Theory of Acceptance and Use of Technology (UTAUT) framework to analyze the factors influencing BIM competition participation among 970 Architecture, Engineering, and Construction (AEC) university students.

The results of the study show that social influence, attitude, and self-efficacy play critical roles in shaping students' intentions to participate in BIM competitions. Furthermore, self-efficacy, facilitating conditions, and behavioral intention significantly influence students' actual engagement in such competitions. Surprisingly, effort expectancy negatively influences intentions, as less challenging tasks can lead students to perceive their participation as less impactful on their skills and learning, reducing their behavioral intention to participate.

This research provides valuable insights into the effectiveness of BIM competitions in enhancing BIM education for AEC students. Extending the UTAUT model to include self-efficacy and attitude, provides a novel perspective for understanding students' intentions and behaviors regarding BIM competitions. The study’s theoretical support proposes incorporating BIM competitions to augment BIM teaching methods and offers suggestions for advancing the efficacy of students' involvement in BIM competitions within higher education, thus contributing to educational reform in the AEC sector.

The study aims to investigate students' attitudes toward using technology for micro-credential programs (MCPs) and their behavioral intention toward using MCPs for learning and enhancing their skills. The study also intends to investigate the moderating influence of labor market conditions (LMC).

A closed-ended questionnaire is employed to collect data from 474 participants through a convenience sample, from the university students in Karachi. Two theoretical frameworks are used in the study: technology acceptance model (TAM) and self-determination theory (SDT). The partial least squares structural equation modeling (PLS-SEM) technique is used to analyze data.

Findings reveal significant and positive relationships between all variables, except controlled motivation (CM) and perceived challenges. Moreover, the moderation results ascertain that the labor market does not moderate the relationship between attitude toward using technology for MCPs and students' behavioral intention toward using MCPs for learning.

The study seeks to understand students' attitudes and behavioral intentions toward using technology for MCPs. Also, the moderating effect of LMC is highlighted in understanding the impact of the attitude to use technology (AT) for MCPs and behavioral intentions in higher educational institutions (HEIs) in Pakistan. The study highlights intuitive practical implications for students of HEIs, universities and digital credential program providers.

The purpose of this study is to identify the factors that influence the willingness of Saudi Arabian students from four universities in Saudi Arabia, to adopt learning management systems (LMSs). This will be accomplished by using two popular technology acceptance models unified theory of acceptance and use of technology (UTAUT) and theory of planned behavior (TPB).

In total, 445 undergraduates from four Saudi educational institutions participate in filling out the study questionnaire. To investigate the correlations between the variables, the study used structural equation modeling for data analysis.

The results of the study show that effort expectancy (EE), subjective norm (SN), attitude toward behavior (ATB) and perceived behavioral control (PBC) are found to be substantially connected with their intentions to use (ITU) LMSs. The findings also show that there is a strong relationship between students’ intentions and their actual use of LMSs.

Like many studies, this research has some limitations. The primary limitation is that the findings of the study cannot be extrapolated to other settings since the report’s analysis and investigation were limited to four Saudi universities. Therefore, to generalize the study’s findings, similar research needs to be conducted in other Gulf and similar cultural universities.

The integrated model identifies key factors that influence the intent of Saudi Arabian students to use LMS, including EEs, social influence, ATB and PBC. This model can help develop solutions for the obstacles that prevent students from using LMS. The findings can be used to provide assistance to increase the likelihood of LMS acceptance as part of the educational experience. The model may also inspire further research on this topic in the Gulf nations, particularly in Saudi Arabia.

As none of the relevant studies conducted previously in Saudi Arabia has integrated the two models to study the students’ ITU LMSs, this study combines two major theories, TPB and UTAUT, in the context of Saudi Arabia, contributing to the field of technology use in education by expanding empirical research and providing a thorough understanding of the challenges associated with the use of LMS in Saudi universities. This study should be viewed as filling a crucial gap in the field. Moreover, this integrated model, using more than one theoretical perspective, brings a thorough comprehension of the barriers that hinder students’ adoption of LMSs in the academic context in Saudi Arabia and thus assists in making effective decisions and reaching viable solutions.

The study investigates whether the level of sustainability concerns of Higher Education Institutions (HEIs) in Malaysia and the Philippines is positively associated with accounting students' intentions to engage in sustainability accounting through its effect on students' attitude, subjective norm and perceived behavioural control regarding environmental sustainability practices.

This empirical study relies on a structural equation model computed using data collected through a questionnaire and data collected from the HEIs websites.

The findings show that the willingness to engage in sustainability accounting is determined by students' subjective norm and perceived behavioural control, but it is not determined by attitude regarding environmental sustainability practices. The authors also found that the greater the concern with sustainability of the HEI in which a student is enrolled, the greater his/her attitude, subjective norm and perceived behavioural control towards environmental sustainability, and, indirectly, the greater his/her intention to engage in sustainability accounting.

These findings add to the literature on higher education and sustainability accounting by high-lighting the importance of the HEIs sector in promoting sustainability policies and practices, in acting as role models regarding sustainability issues, and in preparing students for building a sustainable society.