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The paper addresses diversity, multi‐culturalism and mental health. It reports qualitative data from a larger project on multi‐cultural counselling competencies in Portugal which sought to meet the needs identified by specific minority groups by developing integrative, responsive and culturally sensitive treatments. A qualitative study is presented, with the aim of exploring the representations of mental health and illness held by ethnic minority groups in Portugal, as well as their specific needs and obstacles encountered in their interactions with health professionals. Semi‐structured interviews were conducted, and the results indicate that the meanings of health and mental health varied. Meanings of psychological health were related to general well‐being. Help‐seeking behaviours were associated with providing and receiving family and social support, mainly among participants of African descent. Although the great majority of participants had had no experience of counselling or psychotherapy, they expected psychologists to be multiculturally sensitive, as well as knowledgeable about diversity and multi‐culturalism. Implications for development of mental health services for minority clients are discussed.

Purpose – The purpose of this chapter is to examine the field of criminal justice and assess how diversity influences what is taught and, how research is conducted in the field.

Methodology/approach – This chapter looks at the historical exclusion of feminist and integrative theories on crime and criminal justice. A socio-legal analysis of how the increase in the number of women faculty and faculty of color has influenced teaching and research in the field of criminal justice.

Findings – As more women and persons of color become faculty and practitioners in the field of criminal justice, then more diverse perspectives will be promoted. It is not enough to change a discriminatory law or engage in affirmative action to hire more women and persons of color, it is important to understand how preconceived biases about women and non-white persons impact who we define as criminal, how we educate students in the field, and how we respond to the needs of offenders and victims.

Originality/value – Research on diversity in the field of criminal justice has focused on historical discrimination. More research is needed on the impact that diversity has in research performed and what is being taught in the field of criminal justice.

The steady increase of data on human behavior collected online holds significant research potential for social scientists. The purpose of this paper is to add a systematic discussion of different online services, their data generating processes, the offline phenomena connected to these data, and by demonstrating, in a proof of concept, a new approach for the detection of extraordinary offline phenomena by the analysis of online data.

To detect traces of extraordinary offline phenomena in online data, the paper determines the normal state of the respective communication environment by measuring the regular dynamics of specific variables in data documenting user behavior online. In its proof of concept, the paper does so by concentrating on the diversity of hashtags used on Twitter during a given time span. The paper then uses the seasonal trend decomposition procedure based on loess (STL) to determine large deviations between the state of the system as forecasted by the model and the empirical data. The paper takes these deviations as indicators for extraordinary events, which led users to deviate from their regular usage patterns.

The paper shows in the proof of concept that this method is able to detect deviations in the data and that these deviations are clearly linked to changes in user behavior triggered by offline events.

The paper adds to the literature on the link between online data and offline phenomena. The paper proposes a new theoretical approach to the empirical analysis of online data as indicators of offline phenomena. The paper will be of interest to social scientists and computer scientists working in the field.

The purpose of this paper is to describe and discuss complexity approaches of management theory, by focusing on their capacity to use efficiently contingence in organizations. As a theoretical framework the theory of social systems (Luhmann) is used, where a difference is made between complexity reduction and condensation. Complexity reduction is related to certain functional needs to control a hierarchical system. Complexity condensation redesigns communicative structures towards participative norm development, offering discursive connectivity, and decision making in networks. It is described how heterogeneous cultures in organizations have the chance to be successful by focusing their functional needs to include, to orient, and to motivate.

The paper opted for discussing theoretical frameworks to reconstruct management approaches to develop towards more diversity capacity in organizations. Theory of social systems is employed as basic methodology.

The chosen research reconstructs management approaches to focus on functional imperatives of organizational systems as well as the development of functional equivalents. The logic figure of functional equivalents describes alternatives of exclusive organizational cultures. Heterogeneity in organizations is based on the redesign of communicative procedures, structures and cultures.

The aim of the paper is diversity theory development. It offers heuristic moments which might be useful in empirical research, too. Following the suggestion homogeneity is just an outcome of certain organizational decisions to deal with contingency and complexity, it might offer practical relevance by testing the capacity to change communication and interaction patterns. The culture‐function matrix also might offer an opportunity to discuss the paradigms of organizational development towards more diversity.

There might be the possibility to enhance conditions of observing organizations, but the practical implications might be rather limited.

Using theory of social systems (Luhmann) as theory which focuses complexity traits is rather undeveloped. It could offer insights in the capacity to deal with contingency, and the attempts to suppress it. Complexity in social systems could offer a prerequisite to support the interdisciplinary research in diversity studies.

Gender diversity is extensively debated and researched in relation to corporate boards. The focus on the gender composition on single boards neglects an important issue: that of how the power of board members is impacted by their representation on other boards. Board interlocks refer to how a board member is also represented on other companies’ boards, and such representation expectedly makes the individual board member more influential in the boardroom than non-connected board members. The purpose of this paper is to investigate whether and how female board interlocks are considered in previous research on gender diversity on boards.

A systematic literature review was conducted. It comprised 71 highly cited articles. The articles were analyzed to grasp their content, and specifically, female influence in the boardroom related to power.

The literature review reveals that the interlock perspective is rare in studies on women’s board representation. This is so, even while evidence is provided that females often need companions to get their meanings across on the boards, despite how interlocks would create one link of such power, and although the literature points to how female board representation plays a part to explain performance, social responsibilities and overall strategic directions of firms.

Contributions are made to previous research by indicating the potential of further research in a largely neglected area of research while also summarizing the previous reporting on women on boards.