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The purpose of this study is to explore the influence of employee development programs on organizational commitment and its subsequent impact on employee turnover intention by considering individual differences for non-medical staff in a health-care institution in Lebanon. This study is relevant in understanding and addressing the brain drain phenomenon in the Lebanese health-care sector.

Correlational analysis and hierarchical regression were conducted to examine the relationships among employee development, organizational commitment and turnover intention. The study also made use of Process by Hayes to examine the existence of a moderated mediated relationship, which is the central point of this research.

Results indicate that when holding constant frequency of training, individuals high in commitment report a lesser intention to leave compared to those low in commitment. As a first-stage moderated mediation model is understood, this finding shows that the indirect effect of frequency of training on turnover intention through organizational commitment is moderated by individual differences.

The findings of this study, based on the human capital theory and social exchange theory, enhance our understanding of how employee development influences organizational commitment, predominantly in the context of Lebanon’s health-care sector grappling with brain drain. Additionally, by integrating both the self-determination theory and the expectancy theory, the study provides a new stance on how intrinsic motivational factors contribute to a better understanding of this complex relationship, especially considering the brain drain dilemma. This study addressed the gap in research studies that failed to explore the extent of the relationship between employee development and turnover intention by highlighting the importance of looking at the relationship as a moderated mediated type of relationship. The findings highlight the importance of organizations implementing the right development programs, as they yield higher levels of organizational commitment and subsequently decrease the intention to leave. This study is important for health-care organizations in Lebanon, suggesting a strategic approach to retain skilled professionals amidst ongoing migration challenges.

Recent advancements in Artificial Intelligence (AI) and, at its core, Machine Learning (ML) offer opportunities for organizations to develop new or enhance existing capabilities. Despite the endless possibilities, organizations face operational challenges in harvesting the value of ML-based capabilities (MLbC), and current research has yet to explicate these challenges and theorize their remedies. To bridge the gap, this study explored the current practices to propose a systematic way of orchestrating MLbC development, which is an extension of ongoing digitalization of organizations.

Data were collected from Finland's Artificial Intelligence Accelerator (FAIA) and complemented by follow-up interviews with experts outside FAIA in Europe, China and the United States over four years. Data were analyzed through open coding, thematic analysis and cross-comparison to develop a comprehensive understanding of the MLbC development process.

The analysis identified the main components of MLbC development, its three phases (development, release and operation) and two major MLbC development challenges: Temporal Complexity and Context Sensitivity. The study then introduced Fostering Temporal Congruence and Cultivating Organizational Meta-learning as strategic practices addressing these challenges.

This study offers a better theoretical explanation for the MLbC development process beyond MLOps (Machine Learning Operations) and its hindrances. It also proposes a practical way to align ML-based applications with business needs while accounting for their structural limitations. Beyond the MLbC context, this study offers a strategic framework that can be adapted for different cases of digital transformation that include automation and augmentation of work.

This study aims to investigate the effects of organizational culture factors on the selection of software process development models and develops a conceptual model for selecting and adopting process development models with an organizational culture approach, using 12 criteria and their sub-criteria defined in Fey and Denison’s model (12 criteria).

The research hypotheses were investigated using statistical analysis, and then the criteria and sub-criteria were selected based on Fey and Denison’s model and the experts’ viewpoints. Afterward, the organizational culture of the selected company was measured using the data from 2016 and 2017, based on Fey and Denison’s questionnaire. Due to the correlation between the criteria, using the decision-making trial and evaluation technique, the correlation between sub-criteria were determined, and by analytical network process method and using Super-Decision software, the process development model was preferred to the 12 common models in information systems development.

Results indicated a significant and positive effect of organizational culture factors (except the core values factor) on the selection of development models. Also, by changing the value of organizational culture, the selected process development model changed either. Sensitivity analysis performed on the sub-criteria implied that by changing and improving some sub-criteria, the organization will be ready and willing to use the agile or risk-based models such as spiral and win-win models. Concerning units where the mentioned indicators were at moderate and low limits, models such as waterfall, V-shaped and incremental worked more appropriately.

While many studies were performed in comparing development models and investigating their strengths and weaknesses, and the impact of organizational culture on the success of information technology projects, literature indicated that the impact of organizational sub-culture prevailing in the selection of development process models has not been investigated. In this study, new factors and indicators were addressed affecting the selection of development models with a focus on organizational culture. Correlation among the factors and indicators was also investigated and, finally, a conceptual model was proposed for proper adoption of the models and methodologies of system development.

Growing environmental challenge awareness among consumers is today's business reality that pushes for sustainable product development. Governments, industries, and consumers' attention are significantly moved from traditional products to eco-friendly product development. Green product development is the future for manufacturing businesses' survival in most markets. Green product development is an emerging phenomenon and, unfortunately, lacks theoretical and empirical research regarding effective organizational policies and practices for green product development. This study aims at filling research gaps towards green product development by highlighting green employee aspects influenced by leadership for sustainable business growth. The study hypothesized relations between the green effect of transformational leadership on green product development as an outcome through green behaviour, green climate, and green innovative creativity. Data was collected from small and medium enterprises (SMEs) of Karachi through a self-administered survey questionnaire. Results revealed significant support for hypothesized relations through the partial least square statistical tool. This study contributes theoretical and empirical advancement in past literature wherein leadership style influences employee behaviour that leads to predict product development from an environmental perspective. Study inferences suggest for visionary green leadership style for sustainable business growth. Limitations of this study regarding other variable inclusiveness, sampling, and geography are potential extensions for further scholarly investigation.

This study investigates the crucial link between sustainable practices and organizational development, focusing on sustainable knowledge management (SKM), green innovation (GI) and corporate sustainable development (CSD) in diverse Pakistani organizations.

This study employs a comprehensive research methodology involving advanced statistical techniques, such as confirmatory factor analysis, structural equation modeling and hierarchical linear modeling. These methods are instrumental in exploring the complex interrelationships between SKM, GI, moderating factors and CSD.

This research generates significant findings and actively contributes to sustainable development. The following sections (Sections 4 and 5) delve into the specific findings and in-depth discussions, shedding light on how industry regulation, organizational sustainability priorities, workplace culture collaboration and alignment between green culture and knowledge management practices influence the relationships between SKM, GI and CSD. These findings provide valuable insights for the research community and organizations striving for sustainability.

The study’s findings have practical implications for organizations seeking to enhance their sustainability efforts and embrace a socially and environmentally conscious approach to organizational growth.

This study contributes to the literature on sustainable practices and organizational development. Researchers and business people can learn a lot from it because it uses advanced econometric models in new ways and focuses on the link between knowledge management, GI and sustainable corporate development.

The purpose of the present study was to identify the conditions that affect the absorptive capacity (AC) of knowledge, discover its consequences and design an AC paradigm pattern in public academic libraries. To do so, AC was investigated at the levels of individual and organizational learning.

In this paper, to answer the three major questions of this qualitative-survey study, the views of 24 experts were examined using an in-depth semi-structured interview and grounded theory strategy. The data were collected using a nonrandom combined targeted sampling procedure (targeted and snowball) and analyzed based on Strauss and Corbin’s (1998) approach and utilizing MAX Qualitative Data Analysis (MAXQDA) software.

Throughout the grounded analytic stages, 121 open codes were identified. These were distributed around the AC axial category in academic libraries in terms of individual and organizational learning. The 33 axial concepts were then categorized into 16 selective general categories. The paradigm pattern was initially designed to explore the relationships between causal, intervening, strategies, context and consequences conditions. The transition from academic libraries to learning organizations, their increased functional value and the development of their innovation were identified as the consequences of AC development.

This qualitative research is the first in the field of Library and Information Science (LIS) to support AC both theoretically and empirically in terms of learning in academic libraries. This study thus not only addresses a key research gap in LIS but also provides significant insights and direction to interested librarians and researchers.

The present study purports to unravel the mechanism in relationship among leadership behaviour integrity, organisational career development and employee engagement. Further, it also aims to understand if the employee feedback self-efficacy has any moderating influence on the relationship between leader behavioural integrity and organisational career development.

Pre-existing questionnaires are used for collecting data from a total of 417 employees working in the information technology industry operating within India. Analysis of the data is done using structural equation modelling technique.

Results of the study show that organisational career development partially mediates the relationship between leadership behavioural integrity and employee engagement. It is also found that feedback self-efficacy plays a moderating role in the relationship between leadership behavioural integrity and organisational career development.

The study helps to understand the mechanism of the relationship between leadership behavioural integrity and employee engagement through organisational career development with the support of ethical theory and social exchange theory. It also shows the moderating role played by feedback self-efficacy in the relationship between leadership behavioural integrity and organisational career development using social learning perspective.

In a rapidly shifting market, organizations seek more diverse and innovative employee development interventions. Yet, these initiatives may have limited impact without employees’ engagement. This conceptual paper aims to propose self-leadership as a value-added strategy for promoting both individual and organizational development.

The authors conducted a conceptual analysis with three case examples. The cases were purposefully selected, aiming to comprehend how the concept of self-leadership has been applied within organizations and to identify real-life examples where self-leadership has been adopted as an organizational strategy.

This study demonstrates that self-leadership plays a significant role in facilitating human resource development (HRD) initiatives. Specifically, the authors illustrate how self-leadership interventions in companies empower individuals to take charge of their development, aligning personal and organizational goals. When effectively applied, self-leadership strategies positively impact HRD practices in the areas of training and development, organization development and career development, yielding benefits for both employees and employers.

This study addresses knowledge gaps in the emerging field of self-leadership in HRD by providing three companies’ examples of how self-leadership can add value to HRD. The findings offer unique insights into the synergy between self-leadership and HRD, benefiting academics interested in this line of inquiry and HRD practitioners seeking innovative approaches to employee and organizational development.

Drawing upon the conservation of resources (COR) theory, this study examined the relationship between organizational developmental human resource (HR) practices and employees' commitment to the organizational career (COC), while considering the mediating role of psychological availability and the moderating effects of links and fit.

A hierarchical linear modeling analysis was conducted to analyze the data from a 3-wave time-lagged study with 394 employees and 65 supervisors in ten Chinese firms.

The study's findings suggest that organizational developmental HR practices have a positive and indirect impact on employees' COC, with psychological availability serving as a mediator. The indirect effects were stronger for employees with stronger links and better fit.

This study provides managers with guidelines to improve employees' COC. Managers should also focus on supporting employees' psychological resources. Furthermore, organizations should be aware that employees with varying levels of links and fit may respond differently to psychological availability.

The study offers a new understanding of how and under what conditions organizational developmental HR practices can increase employees' COC. It also highlights the role of psychological availability as the psychological mechanism mediating this relationship and adds to the limited literature on the potential positive impact of strong links and fit.

The development puts the problem under consideration in a strategic light and gains attention with its wide comprehensiveness on the plane of unification of the activity of several modern scientific fields, which have always had intersections, but in their essence perform rather different roles – human resources management (HRM), public relations (PR), and sustainable development (SD). Examining the possibilities of applying innovative approaches in the research of these areas, in the context of the influence of digital and smart technologies and an entirely new scientific field. In this sense, the theoretical substantiation of the thesis on the synergy between HR, PR, and sustainable development is targeted in the aspect of highlighting contemporary challenges and the relevant response to achieve organizational effectiveness, based on knowledge of the impact of digitization processes and their connection with the development of human capital in the organization.

Emphasis in the present work is placed on the relationship between the management of human capital in the organization and the influence of digital and smart technologies on these processes. Focus in the research is placed in three directions – first of all – the role of digital/smart/technologies on sustainable development. Second, the impact of digital and smart technologies on green human resource management is explored, and third, emphasis is placed on the changed role of strategic communications in the context of the digital revolution.

The development brings out some good practices and ideas in the described areas.