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The purpose of this paper is to interpret aspects of education for sustainability in relation to educational theories of the affective domain (values, attitudes and behaviours) and suggest how the use of these theories, and relevant experience, in other educational areas could benefit education for sustainability.

An analysis based on a literature review of relevant educational endeavours in affective learning.

This paper suggests that most teaching and assessment in higher education focus on cogitative skills of knowledge and understanding rather than on affective outcomes of values, attitudes and behaviours. Some areas of higher education, however, have effectively pursued affective outcomes and these use particular learning and teaching activities to do so. Key issues for consideration include assessing outcomes and evaluating courses, providing academic credit for affective outcomes, key roles for role models and designing realistic and acceptable learning outcomes in the affective domain.

Educators for sustainability could use this relevant theoretical underpinning and experience gained in other areas of education to address the impact of their own learner‐support activities.

Educators have traditionally been reluctant to pursue affective learning outcomes but often programmes of study simply fail to identify and describe their legitimate aims in these terms. This paper emphasises the application of a relevant theoretical underpinning to support educators' legitimate aspirations for affective learning outcomes. It will also help these educators to reflect on how the use of these approaches accords with the liberal traditions of higher education.

The main purpose is to analyse the effect of academic leadership competencies (LCs) on student learning outcomes (SLOs) in terms of cognitive, skill and affective aspects.

The study utilised quantitative research that focussed on correlation design by randomly distributing questionnaires containing 53 items to a total of 496 faculty members in Saudi Arabia public higher education institutions (HEIs). The data was analysed using SPSS (V.24) and SEM-AMOS.

Results show a direct and significant effect of academic LC on students' cognitive, skill and affective learning outcomes in public HEIs.

The main limitation was that the participants of public HEIs were from Saudi Arabia. However, the findings have provided valuable understandings and a comprehensive conclusion about the impact of academic LC on SLOs in terms of cognitive, skill and affective aspects. The study recommended that different LC should be further developed. Future studies proposed to investigate the factors that support academic leaders to affect SLOs directly in HEIs.

The findings contribute to the body of knowledge regarding the significant and direct effect of academic LC on SLOs in HEIs. The findings have the potential to reflect positively on the academic leaders in public HEIs. The findings act as a guide for HEIs in terms of the importance of academic LC for having desirable SLOs. This study is crucial for educational policymakers and practitioners of academic leadership as the academic leaders' effort will greatly contribute to the HEIs as well as the nation's development in general.

This study aims to examine live streaming experiences of business students’ at the tertiary education level, and how the use of this interactive platform satisfies their affective, cognitive, social and hedonic needs in learning. Likewise, it explored the influence of live streaming class on the learning outcome needed in achieving self-directed learning.

Drawing on the uses and gratifications theory, a conceptual framework was developed to discover the impact of interactive live streaming platform in meeting learners’ needs required for self-directed learning. A survey was conducted with a sample of 402 business undergraduate students from 5 universities. Data was analyzed with covariance-based structural equation modeling.

This study confirmed that learners’ gratifications gained from live streaming encouraged them to collaborate with the instructors in meeting the learning outcomes. The findings also supported that the interactive nature of live streaming offers the opportunity for students to learn independently. Thus, it sheds new light on how a live streaming learning environment can be further developed in promoting self-directed learning.

This study offers a novel understanding of live stream class adoption by examining learners’ needs from a uses and gratification perspective. It also contributed new insight to the existing literature on live streaming technology use in education to promote self-directed learning.

The purpose of this paper is to provide a student learning outcome focussed assessment of the benefits and limitations of traditional internships, e-internships, and simulated internships to evaluate the potential of computer-mediated internships (CMIs) (e-internships and simulated internships) within higher education from a student perspective.

The paper undertakes a systematic conceptually based assessment of the extent to which CMIs are able to replicate the cognitive, skill-based and affective learning outcomes of traditional internships. In addition, the key limitations of traditional internships from a student perspective are identified, and the potential ability of CMIs to address these limitations is assessed.

The findings of this paper highlight that CMIs are able to replicate most of the benefits of traditional internships, whilst concurrently addressing many of their limitations. However, the current paper also identifies a number of important limitations for student learning in CMIs, and provides advice that aims to assist students in maximising their learning outcomes in these situations.

The paper is the first to provide a systematic student learning outcome focussed comparison of traditional internships and CMIs. In addition, the paper establishes the high potential of simulated internships for student learning in higher education, and provides students, higher education providers and researcher with learning outcome focussed criteria sets that enable the empirical evaluation of CMIs in future research.

The purpose of this paper is threefold: first, to introduce a conceptual model for assessing undergraduate student learning outcomes and satisfaction that involves concepts drawn from the services marketing and assessment literatures; second, to illustrate the utility of the model as implemented in an academic department (geography) within a large American university, and third, to demonstrate the applicability of the model by replicating the study at different scales: an entire undergraduate program (business administration) in a large Spanish university and another program (nursing) involving various universities of a Spanish region.

A multi‐method approach is used which comprises quadrant analysis, ANOVA tests and structural equation modeling techniques. A questionnaire was designed for data collection.

The main finding is the support found for the proposed model at different scales. Results of the multi‐method approach provide specific guidelines to departments using this approach to improve student learning outcomes and satisfaction.

The paper provides a conceptual model and supporting tools that can be used by other academic departments or higher education institutions to assist in the evaluation of how students perceive their learning outcomes and satisfaction with their undergraduate program.

The value of this multi‐method approach is that it is simple to implement, and at the same time provides a richness of information for diagnosis and decision‐making. The model was tested with data collected in different undergraduate programs and different countries, allowing the authors not only to find support for the model, but also to consider cultural differences among student perceptions.

The aim of this paper is to examine the usefulness of the stimulus-organism-response (S-O-R) model for systematizing and further exploring the knowledge of the role of entrepreneurship education (EE) in fostering students' entrepreneurial mindset (EM). Current research studying the EM in an educational setting often fails to conceptualize this mindset and its attributes rigorously and to include epistemological considerations regarding how the authors can know whether a person has developed an EM or not.

The authors test the S-O-R model by combining it with a critical realist approach to develop a conceptual model for understanding the EM and its development in an educational setting.

The authors identify eight psychological constructs that represent markers of the EM. The authors further surface the multi-causal characteristic of learning in EE. The authors' model cannot be applied to detect causal relationships, but it is useful in exploring potential causal tendencies and plausible explanations of the mechanisms and circumstances of EE, which may, in concert, potentially foster the psychological attributes associated with an EM.

The paper addresses the often-overlooked epistemological considerations related to how the authors can know anything about psychological and theoretical constructs, such as the EM. A conscious discussion about how the authors can develop knowledge and insight about the EM and how individuals develop it is critical to justify a continued focus on the EM in EE.

Virtual reality (VR) technologies have been gaining popularity in training and development in many fields to promote embodied training. However, its adoption in management has been slow and rigorous empirical research to understand its impact on learning and retention is scarce. Thus, this paper aims to examine the benefits of VR technologies for management training.

Through a longitudinal experiment comparing VR platforms and a traditional video platform, this study examines two as yet unexplored benefits of VR technologies vis-à-vis management training – the cognitive outcome and affective reaction of the training experience over time.

This study finds that, for cognitive outcomes, immediate gains are similar across video and VR platforms, but subsequent knowledge retention is significantly higher for VR platforms. In terms of affective reaction, VR platforms generate significantly more enjoyment, which carries over to two weeks later, and is partially associated with higher knowledge retention.

This study has implications for management and human resource trainers and system designers interested in integrating VR for training and development purposes.

This study makes a unique contribution by unpacking the long-term benefits of an embodied training system, as well as identify a possible link between cognitive outcomes and affective reaction.

The purpose of this paper is to present an educational approach to elevating problem-solving and numeracy competencies of business undergraduates to meet workplace demand. The approach is grounded in the theory of constraints following the Decoding the Discipline model. The authors investigated a cognitive bottleneck involving problem modeling and an affective bottleneck concerning low self-efficacy of numeracy and designed specific interventions to address both bottlenecks simultaneously. The authors implemented the proposed approach in an introductory level analytics course in business operations.

The authors use an empirical study to evaluate the effectiveness of the proposed approach in addressing deficiency in numeracy and problem-solving skills. Cognitive and affective learning interventions were introduced in an undergraduate core course in analytics. The perceived effectiveness of the interventions was evaluated with the use of a survey at the end of the course. To further investigate the effectiveness of the proposed interventions beyond self-reporting, the impact of the interventions on actual learning was evaluated by comparing the exam scores between classes with and without the interventions.

Students who underwent the interventions successfully overcame both learning bottlenecks and indicated a positive change in attitude toward the analytics discipline as well as achieved higher exam scores in the analytics course.

This study succeeds in strengthening the body of research in teaching and learning. The authors also offer a holistic treatment of cognitive and affective learning bottlenecks, and provide empirical evidence to support the effectiveness of the proposed approach in elevating numeracy and problem-solving competencies of business undergraduates.

The proposed approach is useful for business educators to improve business students’ quantitative modeling skill and attitude. Researchers can also extend the approach to other courses and settings to build up the body of research in learning and skill development. Educational policy makers may consider promoting promising approaches to improve students’ quantitative skill development. They can also set a high standard for higher education institutions to assess students’ numeracy and problem-solving competencies. Employers will find college graduates bring to their initial positions the high levels of numeracy and problem-solving skills demanded for knowledge work to sustain business growth and innovation.

As students’ numeracy and problem-solving skills are raised, they will develop an aptitude for quantitative-oriented coursework that equips them with the set of quantitative information-processing skills needed to succeed in the twenty-first century society and global economy.

The proposed approach provides a goal-oriented three-step process to improve learning by overcoming learning bottlenecks as constraints of a learning process. The integral focus on identifying learning bottlenecks, creating learning interventions and assessing learning outcomes in the proposed approach is instrumental in introducing manageable interventions to address challenges in student learning thereby elevating students’ numeracy and problem-solving competencies.

The purpose of this paper is to evaluate four visualizations that represent affective states of students.

An empirical-experimental study approach was used to assess the usability of affective state visualizations in a learning context. The first study was conducted with students who had knowledge of visualization techniques (n=10). The insights from this pilot study were used to improve the interpretability and ease of use of the visualizations. The second study was conducted with the improved visualizations with students who had no or limited knowledge of visualization techniques (n=105).

The results indicate that usability, measured by perceived usefulness and insight, is overall acceptable. However, the findings also suggest that interpretability of some visualizations, in terms of the capability to support emotional awareness, still needs to be improved. The level of students’ awareness of their emotions during learning activities based on the visualization interpretation varied depending on previous knowledge of information visualization techniques. Awareness was found to be high for the most frequently experienced emotions and activities that were the most frustrating, but lower for more complex insights such as interpreting differences with peers. Furthermore, simpler visualizations resulted in better outcomes than more complex techniques.

Detection of affective states of students and visualizations of these states in computer-based learning environments have been proposed to support student awareness and improve learning. However, the evaluation of visualizations of these affective states with students to support awareness in real life settings is an open issue.

The purpose of this study is to explore the learning outcomes of the project-based learning in a Master Class programme on sustainability carried out in collaboration by the University of Helsinki and a private company operating in global mining technology. The following two questions were addressed: Q1. What kind of sustainability competences do participants acquire in the Master Class? Q2. What is the role of PBL in the learning outcomes?

The study is based on an ex ante open-ended survey and post-ante interviews addressed to the participants. The data were analysed using the qualitative content analysis.

The findings show that the Master Class contributed to most of the competences under study. However, unlike in previous studies, systemic thinking is highlighted as a fundamental rather than a parallel core competence. Furthermore, the results also emphasise the role of emotions, which is insufficiently acknowledged and accounted for in sustainability education.

The study focussed only on the learning outcomes of the participants (students) and not the other parties (such as company and researchers).

Future research should focus on affective dimension as a stepping stone to the transformational learning. In addition, the role of the systemic understanding in sustainability education should be highlighted as a core competence.

The study revealed the overall positive impacts of the co-creation in university – business collaboration to the participants’ sustainability competences.

The study presents an empirical case study where the various competence frameworks were applied with a result of confirming the validity of the existing key competences, in particular the systemic understanding and showing the role of the affective dimension in the transactional learning.