Ricardo Martinez

Meeting 5G high bandwidth rates, ultra-low latencies, and high reliabilities requires of network infrastructures that automatically increase/decrease the resources based on their customers’ demand. An autonomous and dynamic management of a 5G network infrastructure represents a challenge, as any solution must account for the radio access network, data plane traffic, wavelength allocation, network slicing, and network functions’ orchestration. Furthermore, federation among administrative domains (ADs) must be considered in the network management. Given the increased dynamicity of 5G networks, artificial intelligence/machine learning (AI/ML) solutions are strong candidates able to learn, and take quick provisioning decisions upon fast changes in network conditions. Therefore, this chapter presents an analysis of the state-of-the-art solutions for 5G networks’ management, where AI/ML solutions are discussed and compared with traditional methods. Additionally, the chapter provides a technology overview of both standards, and existing solutions regarding the 5G network management, and directions toward the integration of AI/ML in 5G networks.

The moral ideology of banking and insurance employees in Spain was examined along with supervisor role modeling and ethics-related policies and procedures for their association with ethical behavioral intent. In addition to main effects, we found evidence supporting that the person–situation interactionist perspective in supervisor role modeling had a stronger positive relationship with ethical intention among employees with relativist moral ideology. Also as hypothesized, formal ethical polices and procedures were positively related to ethical intention among those with universal beliefs, but the relationship was much weaker among relativists. Thus, firms wishing to optimally promote ethical attitudes and behavior must tailor their organization-based initiatives to the individual characteristics of their employees

Three ethics program components, a code of ethics, ethics training initiatives and ethics-oriented performance appraisal content, were examined for their relationship to ethical intent using a sample of 525 employees from the Spanish financial services industry. As expected, all three components contributed to the prediction of ethical intent. Importantly, clusters of employees who reported experiencing distinct combinations of the program components were identified and compared for their level of ethical intent. Employees who perceived all three components to be strongly implemented reported significantly higher levels of ethical intent relative to those who viewed the components as either all weakly implemented or not present. Combinations including training initiatives plus one other element had a similar impact to the fully implemented approach. Contrary to expectations, ethics-oriented performance appraisal content did not relate more strongly to ethical intent than codes of ethics

Nowadays there is a growing interest in business ethics, both in academia and professionally. However, moral lapses continue to happen in business activities, leading academicians and professionals to rethink what is being done and reinventing new strategies to successfully manage ethics in business organisations. Thus, whereas efforts to promote ethics are basically oriented to using and developing explicit, written formal mechanisms, the literature suggests that other instruments are also useful and necessary to achieve this. Thus, studying the role of the Human Resource Management (hereafter, HRM) in promoting ethics is an emerging research topic due to the heavy influence that HRM practices are thought to have on employees. This paper is aimed at developing a thorough analysis of HRM's role in promoting ethics, and specifically at focusing on one of its practices, training. As an illustrative example of the utility of this practice, an empirical study was conducted on a range of Spanish banking companies in which an impact was found on the employees' ethical behaviour when ethics training was being provided inside the organisation. Finally, the practical implications of these findings and directions for future research are presented

A multidimensional measure of ethical culture was examined for its relationship to person–organization fit, ethical intent and organizational citizenship behavior, using a sample of 525 employees from the financial industry in Spain. As hypothesized, relative to studies using unidimensional assessments, our measure of EC was more strongly related to ethical intent and organizational citizenship. Also, significant differences were found in the degree to which each the EC dimensions related to both ethical intent and OCB. Finally, in a first for the literature, we demonstrated the important role of overall P–O fit in connection with EC, ethical intent, and organizational citizenship. Specifically, as hypothesized, P–O fit moderated positively the association between EC and ethical intent, but mediated the EC–OCB relationship.

Traditionally, research focused on determining the causes of employee pay satisfaction has investigated the influence of job-related inputs, both extrinsic and intrinsic to the job itself. Together with these inputs, pay-related fairness issues have played an important role in explaining the phenomenon. However, few studies consider the factors linked to fairness issues, such as ethical leadership. Because ethical leadership necessarily entails the concept of fairness, it seemingly should have a positive effect. Furthermore, because the presence of supervisor ethical leadership (SEL) offers strong chances for employees to achieve moral accomplishments and excel in the practice of their jobs, SEL should enhance the effects of intrinsic job inputs. Whereas high job motivating potential (JMP) makes it easier for employees be self-actualized, moral fulfillment is necessary for them to obtain authentic self-actualization at work and minimize the impact of pay deficiencies. Along with SEL, JMP should be shaped to increase positive experiences of job meaningfulness, responsibility for job outcomes, and knowledge of results at work, which can lead to enjoyment in doing the job in itself, not just for compensation-related motives. Hierarchical regression analysis with a sample of 151 employees in a diverse set of Spanish organizations supports the direct effects of JMP and SEL and shows that higher levels of SEL increase the positive effects of JMP on pay satisfaction. The practical implications of these findings and further research directions conclude this article

We build on limited research concerning the mediation processes associated with the relationship between ethical culture and employee outcomes. A multidimensional measure of ethical culture was examined for its relationship to overall Person-Organization (P–O) fit and employee response, using a sample of 436 employees from social economy and commercial banks in Spain. In line with previous research involving unidimensional measures, ethical culture was found to relate positively to employee job satisfaction, affective commitment, and intention to stay. New to the literature, ethical culture was also found to be associated positively with employee willingness to recommend the organization to others. These effects were observed even when perceptions of P–O fit were controlled. Importantly, ethical culture was also positively related to overall P–O fit, which in turn, partially mediated the relationship between ethical culture and employee outcomes. Our findings add to studies that focus on the importance of the degree of ethical congruence between the individual employee and the organization. They suggest that ethical culture, with its expected impact on virtuousness and emotional well-being, will positively influence outcomes independently of the degree to which there is a match between employee and organizational values

Since time immemorial, the phenomenon of leadership and its understanding has attracted the attention of the business world because of its important role in human groups. Nevertheless, for years efforts to understand this concept have only been centred on people in leadership roles, thus overlooking an important aspect in its understanding: the necessary moral dimension which is implicit in the relationship between leader and follower. As an illustrative example of the importance of considering good morality in leadership, an empirical study is conducted in which a good performance of the "leader-follower" relationship is reflected when individuals perceive ethical leadership in higher hierarchical managerial levels. To be precise, findings of this study demonstrate that follower job response is improved through an ethics trickle-down partial effect from the Top Manager to the immediate supervisor, and also reveal both key aspects and managerial level on which the practice of ethical leadership should rest upon to have a stronger effect on the follower positive job response. Practical implications of these findings and directions for future research are finally presented

This paper explores the antecedents of intra-organizational social capital from a comprehensive perspective that integrates leadership as the main antecedent. To be precise, we propose that intra-organizational social capital is a direct consequence of an organizational ethical and community context to which leadership in the servant dimension plays a transcendental role. Indeed, since the seminal work of Greenleaf the servant leadership concept has been widespread among business academics and professionals for the value it brings to the organization not only in ethical but also in excellence terms. Among the recent styles and theories on leadership up to date, servant leadership fits perfectly an organizational ethical context both at the organizational or group level, acting in addition as a main promoter of that context. Furthermore, servant leadership is linked to the cultivation of helpful, altruistic and servant attitudes among the employees which are useful elements in the generation of social capital inside the organization. A model then for understanding the causes of intra-organizational social capital with a focus on servant leadership is here elaborated from which conclusions and implications for Management will be delineated.