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Artificial intelligence (AI) and big data analysis may further enhance the automated and smart features of tourism and hospitality services. However, it also poses new challenges to human resource management. This study aims to explore the direct and indirect effects of employees’ AI perception on career resilience and informal learning as well as the mediating effect of career resilience.

This paper proposed a theoretical model of AI perception, career resilience and informal learning with perceived AI as the antecedent variable, career resilience as the mediate variable and informal learning as the endogenous variable. Targeting the employees working with AI, a total of 472 valid data were collected. Data were analyzed using structural equation modeling with AMOS software.

Findings indicated that employees’ perception of AI positively contributes to career resilience and informal learning. Apart from the direct effect on informal learning, career resilience also mediates the relationship between AI perception and informal learning.

Research findings provide both theoretical and practical implications by revealing the impact of AI perception on employees’ career development, leaning activities, explaining how AI transforms the nature of work and career development and shedding lights on human resource management in the tourism and hospitality field.

本文提出了人工智能感知为前因变量、职业弹性为中介变量、非正式学习为内生变量的理论模型。以旅游业AI工作环境中的员工为研究对象, 本课题共收集了472份来自中国的有效数据, 并通过结构方程建模（SEM）来进行相关模型检验。

人工智能和大数据分析可能会使旅游和酒店服务更加自动化和智能化, 但这也对人力资源管理提出了新的挑战。本研究旨在探讨员工对人工智能（AI）的感知对职业弹性和非正式学习的直接和间接影响, 以及职业弹性的中介作用。

研究结果显示, 员工对人工智能的感知对职业弹性和非正式学习有积极影响。除了对非正式学习的直接影响外, 职业弹性在人工智能 (A I) 感知和非正式学习之间起中介作用。

本研究在以下几个方面具有重要的理论和实践意义：解释了人工智能感知对员工职业发展和学习行为的影响, 以及它是如何改变工作性质和员工职业发展的; 研究发现对旅游和酒店行业的人力资源管理具有实践指导意义。

La IA y el análisis de big data pueden potenciar aún más las características automatizadas e inteligentes de los servicios de turismo y hostelería. Sin embargo, también plantea nuevos retos a la gestión de los recursos humanos. Este estudio pretende explorar los efectos directos e indirectos de la percepción de la IA por parte de los empleados sobre la resiliencia profesional y el aprendizaje informal, así como el efecto mediador de la resiliencia profesional.

En este trabajo se propone un modelo teórico de percepción de la IA, resiliencia profesional y aprendizaje informal con la IA percibida como variable antecedente, la resiliencia profesional como variable mediadora y el aprendizaje informal como variable endógena. Dirigidos a los empleados que trabajan con IA, se recogieron un total de 472 datos válidos. Los datos se analizaron mediante un modelo de ecuaciones estructurales (SEM) con el software AMOS.

Los Resultados indicaron que la percepción de la IA por parte de los empleados contribuye positivamente a la resiliencia profesional y al aprendizaje informal. Aparte del efecto directo sobre el aprendizaje informal, la resiliencia profesional también media en la relación entre la percepción de la IA y el aprendizaje informal.

Los Resultados de la investigación proporcionan implicaciones tanto teóricas como prácticas al revelar el impacto de la percepción de la IA en el desarrollo profesional de los empleados, las actividades de aprendizaje, explicar cómo la IA transforma la naturaleza del trabajo y el desarrollo profesional, y arrojar luz sobre la gestión de los recursos humanos en el ámbito del turismo y la hostelería.

As university faculty faced new challenges, such as rapid digital social and the coronavirus disease 2019 (COVID-19) response, this study aimed to identify the daily changes in the interaction between the faculty and the organizational environment (colleague, policy and new issue) by exploring their recent dynamic educational efforts and the professional development.

This is a study wherein perceptions of 20 faculty from 15 universities and colleges were collected through in-depth online interviews. The authors analyzed interview data by arranging and visualizing the analyzed data using network clustering. Further, they applied the Latent Dirichlet allocation of the topic modeling to monitor the appropriate number of clusters, ultimately determined as four clusters using partial clustering.

The results showed that university faculty spontaneously tried to solve the problems through informal learning while the commitment to peer learning was deepening, reflecting the collectivist orientation nature of Chinese culture. Besides, the faculty also required support to reflect on their daily efforts for professional development. These results about their various learning routines prove the justification for the faculty's professional development to be discussed from the “learning by doing” perspective of lifelong learning.

This study proved the significance of informal learning for university faculty's professional development and the reasonable value of peer learning, and provided insights into how the Chinese context may influence university faculty's informal learning experience.

The study discusses the importance of workplace learning in the current era of work and how organisations are shifting their focus toward employee learning and development. It highlights the need for employees to continuously up-skill themselves to keep up with the demand for skills. The purpose of this study is to introduce a modern approach to evaluating workplace learning to promote and enhance better performance within the workplace.

It introduces a deep modern learning approach called “behavior-oriented drive and influential functions of formal and informal learning”. The study also develops the concept of the “Study, Plan, Do, Check, and Act” framework to simulate practise and theory within and outside of work to allow continuous improvement, learning new workplace tools, and bridging digital transformation challenges. The study highlights that workplace learning occurs in a variety of contexts and uses various tools, which poses challenges for the design and development of technology that supports and analyses workplace learning.

Based on behaviour-orientated drive and influential functions for formal and informal learning, a grade of 6.54% days was registered for formal learning tools and 4.89% days for informal learning tools. From the statistics in this study, This study concluded that informal learning tools contribute more to the development of the workplace than formal learning. In informal learning, employees act autonomously at their own will and pace to obtain the required knowledge. The time to acquire knowledge through informal learning tools is shorter than in formal learning. Future relevant research should review more learning tools for formal and informal learning.

Modern workplace learning is a key tool for organisations to gain a competitive advantage. Learning based on formal training and development programs, informal learning and knowledge sharing influence the development of human capital resources.

The study combines social science and engineering approaches to enable non-engineers to pioneer execution of tasks and examine their performance based on the approach detailed in the results, methodology and discussion sections. It contributes to the field of learning organisations and organisational learning by exploring the learning processes of modern professionals. By investigating the learning practices and experiences of knowledge workers, this study seeks to identify the factors that promote or learn and the impact of learning on the workplace.

The focus in professional learning is often on formal activities such as workshops, conferences and courses. There is also a tendency to focus on formal programmes of coaching and mentoring in teacher education. Emphasising the formal activities means that everyday informal learning in educational settings is overlooked. Informal coaching and mentoring could be utilised to support teachers' career-long professional learning.

This is a conceptual paper which draws on the author's research and seeks to expand what is considered as professional learning within teacher education – namely, informal coaching and mentoring. To understand how to support this professional learning, the lens of social practice is used with an emphasis on learning environments and learning practices.

Coaching and mentoring can be identified in informal encounters in the staffroom, school corridors and many places and situations. Findings are presented in relation to the importance of informal learning from and with colleagues and the role of headteachers.

More attention has been paid to informal learning, but there is still a need for what could be termed an “informal turn”. Understanding that informal coaching and mentoring afford professional learning opportunities to the teachers who both provide and receive coaching and mentoring can help to support their learning. Recommendations are provided on how educational settings can facilitate and support these professional learning opportunities while preserving their informality.

This paper aims to explore contribution of informal learning space - Research Cafe - to enrich research learning experiences of graduate students. Developing strong research skills among graduate students is a prime focus of higher education around the world. Thereby, universities are striving to maximise opportunities that can foster and enrich students’ learning experiences of research; however, the focus is mostly confined to formal opportunities such as research method courses and thesis writing. The provision of informal learning spaces has been recognised as a useful tool for fostering research learning experiences of graduates. This reflective paper is among a few focusing on a model of student-led informal learning space for enriching research experiences in higher education in the context of Pakistan.

This paper uses a reflective approach to generate a metalogue. The research experiences shared by the participants were further reflected by the authors after each research café session. The authors then shared their collective metacognitive reflections with each other, generating a metalogue, which was used as the data set. The metalogue was analysed thematically to generate themes.

Findings reveal that the research café is an informal space to promote academic socialisation by providing a conducive environment, peer support and informal supervision opportunities to foster the research learning experiences of graduate students. Importantly, the model presented in this paper provides a complimentary pathway for boosting learning experiences.

This paper would be useful for graduate students, faculty and university manager to acknowledge the potential of informal learning spaces in promoting research learning experiences. This paper highlights opportunities for replication, and further empirical research are needed to establish the efficacy of research café.

This study contributes to the global debate about graduate research learning experiences through informal learning space, which is yet to be explored, particularly in developing contexts like Pakistan. The idea of the research café is original, as it was conceived keeping in consideration the contextual and cultural aspects. The methodology used in this paper was specifically derived which can be replicated by other researchers.

Competence development is a prerequisite for successfully meeting existing and future challenges in the retail sector. However, current human resource development practices are often limited in their scope and offerings. This study sets out to investigate and bring to light informal learning among retail professionals.

This research consists of two exploratory studies focused on store managers and procurement officers, respectively. Based on a typology of learning mechanisms, the authors conducted eleven in-depth interviews, generating a rich body of empirical data centred on how informal learning takes place at work.

The research points out key learning mechanisms for each occupation and offers detailed narratives of how they are embedded in everyday learning. In addition, the findings provide a synthesis of the complex nature of learning mechanisms and their variations in form and orientation.

By generating tangible and explicit knowledge on the topic of informal learning, the results contribute to both professionals, who may actively engage in useful learning mechanisms, and managers, who may develop processes and structures based on key learning mechanisms.

This paper helps to demystify the tacit and often unnoticed learning that takes place at work. In doing so, it broadens the perspective on competence development and facilitates future discussions of human resource development practices in the retail industry and the research community.

The purpose of this study is to examine the impact of informal and formal learning processes on protection behavior with a focus on the role of resilience as a potential mediator.

Using web-based survey questionnaires on informal and formal learning, protection behavior, and resilience the survey collected information from 329 employees working in various organizations in India. Structural equation modeling was used to analyze employees’ protection behavior in protecting organization resources.

Findings indicate that informal learning has a significant positive effect on employees’ protection behavior, in protecting organization information. Further, resilience is found to be having a small mediation effect on informal learning and protection behavior relationships. Formal learning has no impact on employees’ protection behavior.

One of the scarce empirical research works that have substantiated the informal learning effect on organization protection behavior among employees.

Informal learning increasing the protection behavior has implications for the organizations in promoting social interactions. Formal learning not impacting protection behavior implies that organizations may reduce the expenses of sending their employees to formal training on information protection behavior.

The purpose of this study is to describe university students’ motivations for using Facebook as an informal learning tool and explore the key barriers that may inhibit learning on the social media platform.

A case study approach was adopted in this study. Participants were 82 university students who participated in “e-Tutor” – an informal learning activity, conducted through Facebook. Focus group interviews were conducted, and students’ interactions on Facebook were also analysed to understand their motives for using the social media platform for learning. The uses and gratifications theory was used to explore student motivations for participating in the learning activity.

Results suggest that students perceived Facebook as a potential tool for learning and identified multiple motivating factors for their participation that included information seeking, convenience, connectedness, entertainment and reward seeking. Results also show that time constraints, social anxiety and cultural issues may inhibit learners’ active participation on social media platforms such as Facebook.

This study outlines an approach to use readily available and low-cost technological tools in learning design and provides some insights for teachers to design ubiquitous and personalised learning environments for students using such technologies, particularly social media. Specifically, Facebook offered a way to engage students in informal learning which can supplement students’ formal learning trajectories at university. While the uses and gratifications students sought through Facebook had an overall positive effect on their participation in e-Tutor activity, certain barriers can impede student active participation in learning environments on social media sites such as Facebook.