Working and organizing in the age of the learning algorithm

Learning algorithms, technologies that generate responses, classifications, or dynamic predictions that resemble those of a knowledge worker, raise important research questions for organizational scholars related to work and organizing. We suggest that such algorithms are distinguished by four consequential aspects: black-boxed performance, comprehensive digitization, anticipatory quantification, and hidden politics. These aspects are likely to alter work and organizing in qualitatively different ways beyond simply signaling an acceleration of long-term technology trends. Our analysis indicates that learning algorithms will transform expertise in organizations, reshape work and occupational boundaries, and offer novel forms of coordination and control. Thus, learning algorithms can be considered performative due to the extent to which their use can shape and alter work and organizational realities. Their rapid deployment requires scholarly attention to societal issues such as the extent to which the algorithm is authorized to make decisions, the need to incorporate morality in the technology, and their digital iron-cage potential.     

Creating a healthy working environment with leadership: the concept of health-promoting leadership

In this paper, a concept of health-promoting leadership is presented that focuses on the interaction between working environment and leadership behavior. Seven key aspects define health-promoting leadership: health awareness, low workload, control, reward, community, fairness, and values. The self-assessment version of the questionnaire was used in this study for the first time. Analyzing the data of 299 leaders, the results showed satisfactory reliability and validity coefficients for all dimensions. Structural equation modeling indicates that all dimensions can be assigned on a main factor of health-promoting leadership. The questionnaire offers two main advantages: first, it is possible to measure health-promoting behavior strategies of leaders and thus show their leadership potential. Second, the instrument allows analyzing critical aspects in the working environment and further helps establish basic conditions in the workplace, where a health-promoting workplace can be created.     

Global critical leadership: Educating global leaders with critical leadership competencies

Global critical leadership competency means espousing critical thinking skills in all aspects of leadership decision making in the global context. This paper reviews the actions of critical thinking, argues that global leaders too must lead critically, and draws attention to the deficiency of critical thinking curricula in higher education and subsequent lack of recent graduates with critical thinking competencies. Leading critically is defined as applying critical thinking skills to decisions about leadership actions in different situations and is a challenge for leaders, followers, and educators. Nevertheless, global leaders, stakeholders, and educators in global leadership programs must embrace this challenge in order to make informed decisions in global contexts.     

Union organizing in Britain: a survey of policy and practice

Analysis of the reasons for trade union decline in developed economies has pointed to their failure to invest in effective methods of recruitment as a contributory factor. This article presents survey and case research to examine the extent to which union failure in recruitment and organizing has been rectified in the United Kingdom. The evidence indicates a varied but nevertheless substantial re-direction of union effort towards recruitment since the mid-1990s and is used to identify the characteristics of 'recruiting unions' which have invested more heavily and adopted more ambitious recruitment targets. Recruiting unions are found to be those which are receptive to learning new approaches to recruitment from overseas and which have relatively advanced arrangements for the representation of women and minorities in their internal systems of government.     

Braverman and the Structure of the U.S. Working Class: Beyond the Degradation of Labor

The fortieth anniversary of Harry Braverman’s Labor and Monopoly Capital is the occasion here for a reassessment of his work as a whole. Braverman’s analysis of the degradation of work is shown to have been only a part of a much larger argument he was developing on the structure of the U.S. working class. Building on his pioneering empirical research into occupational composition, a new empirical assessment of the structural evolution of the U.S. working class over the last four decades is provided, throwing light on current problems of unemployment, underemployment, and socially wasted labor—and the rights of labor.     

Information processing and leadership styles: Constructive thinking and transformational leadership

Transformational leaders increase job satisfaction and well‐being among workers. According to the cognitive‐experiential self‐theory (CEST), all behavior is guided by two information‐processing systems: a rational and an experiential system. Study 1 examined the relationship between information processing and transformational leadership among experienced school leaders (N = 183). The rational system had a strong positive correlation with transformational leadership, whereas the experiential system was weakly correlated. Study 2 (N = 126) examined constructive thinking and transformational leadership. Global constructive thinking, emotional coping, and behavioral coping all had strong positive correlations with transformational leadership. These results suggest that improving leaders' awareness of their own information‐processing and thinking systems might encourage more productive transformational‐leadership techniques.     

Miners and militancy: a study of branch union leadership

This article examines two explanations of militancy prominent during the 1984/85 British miners' strike, both of which focused on the importance of union leadership. Here the author reports the findings of a comparative study of ‘militant’ and ‘moderate’ union leadership at two otherwise similar collieries.     

TQM and BPR: Beyond the Beyond Myth

It is generally assumed in the popular management literature that the TQM (total quality management) and BPR (business process re-engineering) movements are the two latest expressions of an increasing sophistication in management techniques and principles. Following this logic it only is a matter of time before they will be superseded by yet another management innovation. This paper aims to explode this ‘beyond’ myth by exposing the underlying logic of TQM and BPR implementation patterns in two case companies. Empirical findings will be related back to critical approaches to the study of TQM and BPR. Concrete suggestions as to how to move beyond the quick fix managerial mode will be proposed. Our approach is intended to provide a counterweight to the unreflective discourse surrounding TQM and BPR by breaking open the naturalness of this discourse. It supplies a few landmarks for managers and researchers to take a step back, hesitate, and reflect on the phenomenon of planned organizational change.     

Action variety of planners: Cognitive load and requisite variety

The complexity of planning tasks have increased over the past decade. There is relatively poor understanding what the implications are of increased task complexity in planning and scheduling operations. Previous work in the behavioral sciences have investigated the concept of cognitive load, addressing both task complexity and task workload or stress, and have concluded that decision makers tend to resort to routine action and reduce the variety in their actions with increasing complexity and workload. Alternatively, control theory suggests that a higher variety of actions is needed to deal with more complex problems. In this paper, we investigate the effects of task complexity in a chemical plant on the variety of actions deployed by the planners. The single work center resource structure and the availability of actual planning data from an MRP-application database allows us to both use field data and study a situation which is simple enough to measure the main effect. Our results suggest that increased task complexity without time pressure does indeed lead to increased action variety deployed by the planners.     

Mechanisms for producing a working knowledge: Enacting,orchestrating and organizing

Given that knowledge (intensive) work takes place immersed in truly heterogenous networks of knowledge representations (codified, narrative, embedded in routines, inscribed in artefacts), our analysis is geared towards how the transformation of these resources are enacted in the practise of everyday, knowledge work. First, we discuss the work, strategies and mechanisms implied in rendering knowledge as credible, trustworthy and relevant. Second, we analyse how sediments of historically superimposed layers of knowledge representations need to be enacted through selective repetitions, omittance and highlighting to preserve it as ‘living’ knowledge. Third, supplementing the more cognitivelly oriented aspects of knowledge work, we discuss how codified knowledge representations organise, coordinate and delegate work. Empirically, we study clinical work in large hospitals, a type of work, we argue, that unduely has been left out of traditional listings of knowledge work.     

The organizing vision of application service provision: a process-oriented analysis

The processes by which information systems (IS) innovations become institutionalized are the subjects of much debate within the field of organization theory. Yet few empirical studies exist which examine how IS innovations come to be adopted and diffused across organizations. This paper draws from neo-institutional theory by extending the work of Swanson and Ramiller, using their concept of the organizing vision as a lens for observing and analysing an emerging information systems innovation targeted at small and medium enterprises (SMEs), which came to be known as application services provisioning (ASP). We observe that over time, the initial euphoria and ‘hype’ which surrounded the organizing vision of ASP was replaced by scepticism and distrust, as powerful institutional interests in the form of leading technology firms, industry analysts and IT consultancies were ultimately unsuccessful in their attempts to disseminate ASP throughout the wider business and not-for profit IS user communities. The lessons from this research suggest that a processes-oriented analysis of how organizing visions are interpreted, legitimised and mobilized is critical for understanding and explaining how underdevelopment of an organizing vision at an early stage, may inhibit its later adoption and institutionalization.     

Tax competition in a fiscal union with decentralized leadership

This paper examines capital tax competition in the presence of an interstate transfer policy without federal commitment. Lack of commitment implies that local tax policy is chosen prior to federal transfers. The paper's main result is that ex-post federal policy neutralizes horizontal fiscal externalities, insulating tax policy from capital mobility. Federal policy, however, introduces a new source of inefficiency unrelated to tax competition. Specifically, ex-post transfer payments prove to be equivalent to an interstate revenue-sharing system which may render federal intervention in the presence of fiscal externalities welfare-deteriorating relative to tax competition.     

Attilla the Hun: leadership as a change agent

This presentation will examine both ideas and successful examples of how some companies are inspiring and empowering their employees through the development of leadership skills within their management ranks. These skills can be learned and used to aid any organization in its goal of continuous improvement. Today's leadership establishes corporate directions while balancing individual and group achievement, both of which can improve the overall company. Power is shared, not used to control. After all, leadership is not about power. It is about setting directions for others, the clearing of obstacles, and then allowing others to believe the direction was their idea. Great leadership is based on the success of others.     

Why leadership of public leadership research matters: and what to do about it

The tough-talking, take-charge, individualistic view of public leadership is alive and well throughout the world, despite the enthusiasm of leadership scholars for more shared, relational, and collectivist views. The times therefore seem especially appropriate for assessing the state of public leadership theory and research and charting a path forward to enhance understanding of the continued appeal of Great Person leadership and the promise of collective leadership. This essay considers the current public leadership context, highlights distinctive characteristics of public leadership, and provides an overview of recent public leadership research through a collective lens. We call for more attention to leadership theory from within public management and the broader leadership fields and to public value and public values in leadership theorizing and research. We suggest public leadership scholars roam more freely through the disciplines and experiment with a variety of methods beyond the traditional case study.     

An exploratory review of global leadership: The example of French and British leadership styles

The emerging global leader must demonstrate specific competencies to succeed in the international marketplace. International leaders must be able to create strategic partnerships with individuals from different cultures. In this article, the author, after reviewing state of the art research in the field, describes the difficulties involved in leading multicultural teams in Franco–British collaborative ventures. Corporate human resource managers at British Petroleum and Vivendi Corporation in the United Kingdom and Eurotunnel Corporation in France revealed that cultural differences impact international leadership styles.