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This study aims to analyze the entrepreneurial intention (EI) of Colombian researchers using machine learning (ML) techniques, considering their academic activity, contexts and social norms (SN).

Unsupervised classification techniques were applied, including principal component analysis, hierarchical clustering with the Ward method and a logistic model to evaluate the classification. This was done to group researchers according to their characteristics and EI.

The methodology used allowed the identification of three groups of academics with distinct characteristics, of which two showed a high presence of EI. The results indicate that EI is influenced by the connection with the private sector (consulting, intellectual property and applied research) and by the lack of institutional support from universities. Regarding SN, only the preference for entrepreneurial activity over being an employee and the social appreciation of entrepreneurial dedication were identified as predictors of EI.

The use of ML techniques to study the EI of researchers is uncommon. This study highlights the ability of the methodology used to identify differences between two groups of academics with similar characteristics but different levels of EI. One group was identified that, despite rejecting values associated with entrepreneurs, has a high predisposition to develop a career as an entrepreneur. This provides valuable information for designing policies that promote EI among Colombian researchers.

Researchers have previously utilized the project-based 6E learning model and the problem-based quantum learning model in various courses, such as the instructional principles and methods course and the character and values education course. These models were evaluated for their impact on students in different subjects, including developing skills, values, democracy perceptions, attitudes towards cooperative learning, metacognitive thinking skills and teacher self-efficacy perceptions. In 2023, Ökmen, Sahin and Kiliç reported positive outcomes, while Sahin and Kiliç reported similar findings in 2023a, 2023b and 2023c. There has been no investigation into how the models affect students' critical thinking and academic literacy. This study seeks to determine the impact of both models on these skills, gain more insight into their effectiveness and determine which is more beneficial. The results will guide the decision-making process for the character and values education course and other courses in the future. Specifically, this research aims to compare the effects of the project-based 6E learning model and problem-based quantum learning model on critical thinking and academic literacy.

This research employed the Solomon four-group experimental design to assess the efficacy of the applications. Prior knowledge and experience of the participants were evaluated through pretests. However, it should be noted that pretests may impact posttest scores either positively or negatively. For instance, participants taking the test multiple times may become more interested or attentive to the subject matter. The Solomon four-group design was deemed appropriate to analyze the influence of pretesting. This design enables the investigation of the application effect, pretest effect and interactive effect of pretest and application (van Engelenburg, 1999).

It was concluded that the project-based 6E learning model was effective in developing critical thinking in students, but not significantly. It was concluded that the problem-based quantum learning model significantly improved students' critical thinking skills. It was concluded at the end of the study that the project-based 6E learning model notably enhanced students' academic literacy. It was concluded that the problem-based quantum learning model had a significant positive impact on students' academic literacy. According to research, it has been determined that the problem-based quantum learning model is superior in enhancing critical thinking abilities compared to the project-based 6E learning model. Nevertheless, there seems to be no detectable disparity in the academic literacy advancement of pupils between the problem-based quantum learning model and the project-based 6E learning model.

There has been no investigation into how the models affect students' critical thinking and academic literacy. This study seeks to determine the impact of both models on these skills, gain more insight into their effectiveness and determine which is more beneficial. The results will guide the decision-making process for the character and values education course and other courses in the future.

Scholarly studies on mentoring have mostly focused on traditional mentor–mentee relationships, with little or no emphasis on how institutionalized mentoring activities that include different pedagogical approaches could be used to enhance the professional development of academics. To address this knowledge gap, this article examines how an institutionalized multilevel mentoring program could be used to enhance the professional development of early-career academics and academics in designated groups in a South African university.

The data for the study were gathered from 18 mentees and 2 program administrators using semi-structured interviews. The data gathered were assessed by way of thematic analysis that involved a detailed process of identifying, analyzing, organizing, describing and reporting the themes that were developed from the data set.

The findings revealed that when mentees participate in different mentoring and professional development activities that are structured based on different pedagogies, they can engage in higher-order thinking processes and develop multidisciplinary experiences within an expanded professional learning community. Enabled by the situated learning setting, mentees can negotiate the meaning of their professional practice within a professional community and comprehend the nuanced pedagogical approaches including scaffolding learning used by mentors to shape their career trajectory and guide them to secure promotions.

The current study contributes to the scholarly discourse on situated learning by showing that mentoring could be planned and implemented as a pedagogical endeavor with diverse learning activities and structured as a form of professional development program within a professional community.

This study aims to investigate how highly ranked business schools portray ideal students in terms of their attributes and their agency. Understanding how these higher education institutions (HEIs) discursively construct their present and prospective students also shed light on the institutions’ self-representation, the portrayal of the student–institution relationship and eventually the discursive construction of higher education’s (HE) role.

To understand this dynamic interrelationship, this study uses mixed methodological textual analysis first quantitatively identifying different modes of language use and then qualitatively analysing them.

With this approach, this study identified six language use groups. While the portrayal of the business schools and that of the students are always co-constructed, these groups differ in the extent of student and organisational agency displayed as well as the role and purpose of the institution. Business schools are always active agents in these discourses, but their roles and the students’ agency vary greatly across these six groups.

These findings can help practitioners determine how students are currently portrayed in their organisational texts, how their peers and competitors talk and where they want to position themselves in relation to them.

Previous studies discussed the ideal HE students from the perspective of the students or their educators. Other analyses on HE discourse focused on HEIs’ discursive construction and social role This study, however, unveils how the highly ranked business schools in their external organisational communication discursively construct their ideals and expectations for both their students and the general public.

Academic institutions have the power to generate positive change by implementing sustainable development initiatives. This study aims to make a holistic assessment of the universities’ sustainability practices by explicitly focusing on equality and communication and by providing a general model for a university sustainability structure. In this context, the following questions were taken as references: How are the sustainability management mechanisms of universities? What are universities’ practices regarding “gender equality and equal opportunities”? How do universities integrate education, training, R&D and community development activities into their systems to be sustainable and how do they manage sustainability communication? This study aims to present an exemplary model for universities planning to develop a sustainability system and integrate the sustainable development goals (SDGs) into their ordinary work structures. It draws an exhaustive picture of what a sustainable structure and equality practices for universities look like by providing data about basic development areas regarding sustainability and social development.

This paper examines universities’ general sustainability system from a holistic standpoint to illustrate the implementation of sustainability practices within the universities’ plans and structure. In this qualitative research, the descriptive case study method is used. For this purpose, purposive sampling method is used where Jaume I University (Universitat Jaume I [UJI]) is selected as the sample due to its higher rankings despite its young age and its commitment to sustainability and equality. UJI is a public higher education and research university established in 1991 and is located in Castellón de la Plana in Valencia region of Spain. Its vision is to be a leading institution contributing to the social, cultural and economic aspects of sustainable development and to promote innovation, entrepreneurism, internationalization and social responsibility. It also has an non-governmental organization (NGO) working on equality. Three main data collection methods of descriptive research are used: (1) analysis of academic literature on sustainability in higher education institutions (HEIs); (2) document review: this review includes the systematic analysis of the case study university’s documents such as strategic plans, workflow charts, procedures and protocols of the related units. These documents were analyzed in a multidimensional way, and all related reports were examined comparatively. (3) Observation and semistructured interview notes: The interviews were conducted with nine unit managers and some academics working on this issue to obtain details surrounding the collected data. With this method, it became possible to obtain detailed data about the strategy and practices of the institution and identify the relationship between them. The research was conducted between April 2022 and September 2022.

According to the data, the main topics within the sustainability structure can be classified as (1) “sustainability in teaching system”, (2) “sustainability in research, development and innovation research, development and innovation (R&D&I) activities”, (3) “sustainability in management structure”, (3.1) governance, (3.2) ethics, (3.3) equality, (3.4) social responsibility and sustainability management and (3.5.) “networks and collaborations”, (4) “sustainability communication” and (5) “community development.” Each main heading includes subitems. In this context, 12 s subheadings and a total of 51 indicators under them have emerged. In addition to these, additional recommendations have been developed as a result of the analysis. This study’s findings reveal that sustainability is related to each unit of the university and that every unit engages in practices for sustainability. However, for holistic sustainability management, all practices should be coordinated and integrated according to a strategic goal. The current situation and strategic goals related to sustainability should also be defined in line with the university’s priority issues and stakeholders. Moreover, to achieve greater success and visibility, effective communication plays an important role. As such, alongside the conventional communication systems of academic units, it is crucial to establish a dedicated sustainability communication system as a distinct department.

This research is based on a case study method and is limited to the case of Jaume I University.

To the best of the authors’ knowledge, this research is an original study designed in line with the in-depth analysis of all systems of a university and also the data obtained through face-to-face interview methods.

The purpose of this study is to understand the influence of the transformational, transactional and laissez-faire leadership styles and collaborative integrative behavior of the team with respect to organizational ambidexterity (the combination of exploration and exploitation learning) in university research groups.

From a survey conducted with a sample of 506 researchers, members of 165 research groups, working in an emerging economy, a multiple regression model analysis was performed.

Findings of this study provide evidence that the coordinator's transformational leadership and the collaborative integrative behavior of the team positively influence organizational ambidexterity of research groups. Transactional leadership and laissez-faire style do not show any significant influence.

This study addresses the lack of knowledge regarding organizational learning in research groups to explore and exploit knowledge through research result transfer processes based on the organizational ambidexterity logic in higher education institutions (HEIs) from emerging economies. The study aims to contribute to the literature on leadership styles and ambidexterity in HEIs in emerging economies, particularly in Latin America, where there is still a scarcity of research on the attributes of effective leadership.

Professional Identity Formation is the dynamic evolution to “think, act and feel” to become part of a professional community. This document presents the development and the study that aimed to assess the usability of a m-Learning Identity App (MLIA) focused on the formation of professional identity among undergraduate medical students.

MLIA development included four phases: Conceptual, prototype, pilot and implementation, before further deployment. The conceptual model was designed by eight faculty members from three Latin American universities. The prototype was developed and tested with stakeholders. The pilot was performed during 5 weeks before the implementation. Cross-sectional data collected during implementation from 138 medical students who completed a survey to assess the usability of MLIA are presented. During deployment, 977 posts were made on Professional Identity Formation, and examples of these posts are presented.

The prototype and pilot phases demanded improvements. The survey explored (1) Familiarity, (2) Perceived ease of use, (3) Perceived usefulness for Professional Identity Formation, (4) Satisfaction, (5) Intention to reuse (6) Digital aesthetics and (7) Safety. Results from the usability assessment suggest that students perceived MLIA as a secure space with positive aesthetics and ease of use.

Important limitations of the present study include, firstly, that it does not provide information on the effectiveness of the MLIA in shaping professional identity in medical students, it focuses exclusively on its development (conceptual model, prototype, pilot and implementation) and usability. Secondly, the study design did not consider a control group and, therefore, does not provide information on how the App compares with other strategies addressing self-reflection and sharing of meaningful experiences related to professional identity.

MLIA introduces a different approach to education, simulating a secure, easy-to-use, social media with a friendly interface in a safe environment to share academic and motivational moments, transitioning from being to becoming a professional.

The main purposes of this article are twofold: (1) to investigate the unexplored connections among destination gender personality, destination stereotypes, brand attachment and destination brand love and (2) to examine the moderating role of destination involvement in the association between destination stereotypes and destination brand attachment (DBA).

The conceptual model is evaluated using qualitative methods (i.e. three focus groups, six academic experts and a pilot study). In addition, using an empirical study with 610 international travelers who visited Egypt selected by systematic random sampling, 8 hypotheses were analyzed and tested using structural equation modeling (SEM) by AMOS 23, confirmatory factor analyses and exploratory factor analyses.

The study’s results suggest that destination gender plays a vital role in enhancing stereotypes, stereotypes positively affect attachment and DBA positively affects destination brand love. Finally, the results show that destination involvement moderates the dual influence of the warmth and competence of stereotypes on destination attachment.

The research supports the contention that social perception mechanisms are crucial in destination brand perception. It offers new understandings of the association between customers' destination brand perceptions and their responses to destinations.

This paper contributes to the travel literature by analyzing a novel model of destination gender personality, stereotypes, DBA and destination brand love using both social role (SR) theory and a stereotype content model (SCM). Besides attempting this task, it explores the moderating role of destination involvement in the association between stereotypes and destination attachment using the elaboration likelihood model.

This study aims to analyse the self-perception of future secondary school teachers (FTs) of biology about their education for sustainable development (ESD) competencies and evaluate the competence profile they develop in their educational proposals.

A mixed methodological approach was used to analyse 162 FTs’ ESD action competencies as proposed by UNECE. Firstly, a six-point Likert-type scale questionnaire is used to explore their self-perception of the level of acquisition of these competencies. Then, a rubric is applied to analyse the competence profile when designing educational proposals to address socio-environmental issues related to consumption and waste generation. Besides descriptive analysis, inferential statistics were used to assess the significance of the differences detected between the competencies.

FTs self-perceive a partial acquisition of ESD action competencies, in line with their competence profile. Where they recognise and show significant difficulties is in assessing learning outcomes in terms of changes and achievements. Similarly, their best perception and competence profile is achieved in the approach to contextualised situations in the students’ lives. There are also some discrepancies between their perception and their profile. In particular, FTs regard themselves as very competent in considering different dimensions and perspectives of the issues, but this is precisely where they reveal a lower competence profile.

This study applies a fully replicable rubric for the assessment of teachers’ ESD competencies when designing proposals to address socio-environmental issues. This assessment allows one to approach the sustainability competencies that they will promote in their classrooms.

The purpose of this chapter is to explore the challenges of health emergency communication as presented in the COVID-19-related research articles in the fields of organisational communication, strategic communication and public relations published between 2020 and mid-2022. A qualitative literature review consisting of two rounds of data selection and ATLAS.ti-assisted content analysis was conducted. The data include 67 articles published in quality journals of communication studies, with a focus on the abstract, results and discussion sections. The findings emphasise the need for emotional support, empathy and both vertical and horizontal informal communication in uncertainty reduction during a major health emergency. The limitations of the study include that the data are limited to the first published journal articles concerning the consequences of COVID-19 and that it comprises publications in communication studies but not related fields, such as health, psychology or management. However, it provides an overview of the research findings and offers guidelines for managers and communication professionals for the development of communication practices under the threat of a major health crisis. Moreover, it proves the importance of healthy and trustful workplace relationships as a prerequisite for coping with uncertainty. All in all, the study provides a good basis for further studies of organisational communication and health emergencies.