While organizations today make extensive use of complex algorithms, the notion of algorithmic accountability remains an elusive ideal due to the opacity and fluidity of algorithms. In this article, we develop a framework for managing algorithmic accountability that highlights three interrelated dimensions: reputational concerns, engagement strategies, and discourse principles. The framework clarifies that accountability processes for algorithms are driven by reputational concerns about the epistemic setup, opacity, and outcomes of algorithms; that the way in which organizations practically engage with emergent (...) expectations about algorithms may be manipulative, adaptive, or moral; and that when accountability relationships are heavily burdened by the opacity and fluidity of complex algorithmic systems, the emphasis of engagement should shift to a rational communication process through which a continuous and tentative assessment of the development, workings, and consequences of algorithms can be achieved over time. The degree to which such engagement is, in fact, rational can be assessed based on four discourse-ethical principles of participation, comprehension, multivocality, and responsiveness. We conclude that the framework may help organizations and their environments to jointly work toward greater accountability for complex algorithms. It may further help organizations in reputational positioning surrounding accountability issues. The discourse-ethical principles introduced in this article are meant to elevate these positioning contests to extend beyond mere adaption or compliance and help guide organizations to find moral and forward-looking solutions to accountability issues. (shrink)

The importance of communicating corporate social responsibility (CSR) not only to socially responsible investors but also to the mainstream of the financial community is gaining importance in a more competitive capital market environment. This article looks at how equity analysts at the German stock exchange in Frankfurt – individuals who are not particularly involved in socially responsible investment (SRI) research – perceive economic, legal, ethical and philanthropic responsibility strategies. The evidence obtained in our interviews suggests that responsibility issues are increasingly (...) becoming part of mainstream investment analysis. However, for them to play a larger part in the future, investor relations personnel must frame responsibility strategies in a way that is more consistent with the financial community's perspective. In particular, the impact of CSR measures on strategic development, competitive anticipation and creating trust with stakeholders are key in leveraging CSR in financial communications. (shrink)

Based on a qualitative survey among 203 US workers active on the microwork platform Amazon Mechanical Turk, we analyze potential biases embedded in the institutional setting provided by on-demand crowdworking platforms and their effect on perceived workplace fairness. We explore the triadic relationship between employers, workers, and platform providers, focusing on the power of platform providers to design settings and processes that affect workers’ fairness perceptions. Our focus is on workers’ awareness of the new institutional setting, frames applied to the (...) mediating platform, and a differentiated analysis of distinct fairness dimensions. (shrink)

This paper uses social network analysis to examine the interaction between corporate blogs devoted to sustainability issues and the blogosphere, a clustered online network of collaborative actors. By analyzing the structural embeddedness of a prototypical blog in a virtual community, we show the potential of online platforms to document corporate social responsibility (CSR) activities and to engage with an increasingly socially and ecologically aware stakeholder base. The results of this study show that stakeholder involvement via sustainability blogs is a valuable (...) new practice for CSR communications and stakeholder engagement. It also opens new horizons for communicating CSR issues to key constituencies online. (shrink)

The importance of communicating corporate social responsibility (CSR) not only to socially responsible investors but also to the mainstream of the financial community is gaining importance in a more competitive capital market environment. This article looks at how equity analysts at the German stock exchange in Frankfurt – individuals who are not particularly involved in socially responsible investment (SRI) research – perceive economic, legal, ethical and philanthropic responsibility strategies. The evidence obtained in our interviews suggests that responsibility issues are increasingly (...) becoming part of mainstream investment analysis. However, for them to play a larger part in the future, investor relations personnel must frame responsibility strategies in a way that is more consistent with the financial community's perspective. In particular, the impact of CSR measures on strategic development, competitive anticipation and creating trust with stakeholders are key in leveraging CSR in financial communications. (shrink)

Responsible innovation in artificial intelligence calls for public deliberation: well-informed “deep democratic” debate that involves actors from the public, private, and civil society sectors in joint efforts to critically address the goals and means of AI. Adopting such an approach constitutes a challenge, however, due to the opacity of AI and strong knowledge boundaries between experts and citizens. This undermines trust in AI and undercuts key conditions for deliberation. We approach this challenge as a problem of situating the knowledge of (...) actors from the AI industry within a deliberative system. We develop a new framework of responsibilities for AI innovation as well as a deliberative governance approach for enacting these responsibilities. In elucidating this approach, we show how actors from the AI industry can most effectively engage with experts and nonexperts in different social venues to facilitate well-informed judgments on opaque AI systems and thus effectuate their democratic governance. (shrink)

The sharing economy has transformed economic transactions, created new organizational forms, and contributed to changes in consumer culture. Started as a movement with promises of a more sustainable, democratic, and inclusive economy, the sharing economy, and its impact on issues such as privacy, discrimination, worker rights, and regulation, is now the subject of heated debate. Many of these issues root in the changes that digital technologies have brought and the unresolved moral and ethical questions emerging therefrom. This special issue contributes (...) to this ongoing debate with five articles that develop theoretical frameworks and conduct empirical investigations, providing fine-grained analyses of urgent issues in the sharing economy. In this article, we highlight these and other issues that we believe deserve further attention from business ethics scholarship. (shrink)

With the emergence of participative social media, the ways in which stakeholders may interact with companies are changing. Social media and Web 2.0 technologies change gatekeeping mechanisms and the distribution of information. In consequence, organizations must realize that they are structurally embedded in online networks of interconnected and equitable actors. In this paper, we analyze how this change in today’s information and communication technologies may affect Corporate Social Responsibility action. We utilize social network analysis to investigate the CSR blogs of (...) three IT firms: Google, Hewlett-Packard, and Intel. The analysis reveals that their Internet-enabled social networks exhibit patterns of power law distribution and an uneven distribution of structural social capital among the actors involved, especially on the corporate side, which fails to fully engage with the network. We conclude by indicating the research implications of shifting social capital dynamics and by deriving implications for management and practice. (shrink)

Digital technologies induce organised immaturity by generating toxic sociotechnical conditions that lead us to delegate autonomous, individual, and responsible thoughts and actions to external technological systems. Aiming to move beyond a diagnostic critical reading of the toxicity of digitalisation, we bring Bernard Stiegler’s pharmacological analysis of technology into dialogue with the ethics of care to speculatively explore how the socially engaged arts—a type of artistic practice emphasising audience co-production and processual collective responses to social challenges—play a care-giving role that helps (...) counter technology-induced organised immaturity. We outline and illustrate two modes by which the socially engaged arts play this role: 1) disorganising immaturity through artivism, most notably anti-surveillance art, that imparts savoir vivre, that is, shared knowledge and meaning to counter the toxic side of technologies while enabling the imagination of alternative worlds in which humans coexist harmoniously with digital technologies, and 2) organising maturity through arts-based hacking that imparts savoir faire, that is, hands-on knowledge for experimental creation and practical enactment of better technological worlds. (shrink)

In this Article, we explore the practices of extensive data collection among sharing economy platforms, highlighting how the unknown future value of big data creates an ethical problem for a fair exchange relationship between companies and users. Specifically, we present a typology with four scenarios related to the future value of data. In the remainder of the Article, we first describe the status quo of data collection practices in the sharing economy, followed by a discussion of the value-generating affordances of (...) big data. We then introduce the typology of four scenarios for the future value of data. Finally, the paper concludes with a short discussion on the implications of information asymmetries for a fair exchange process. (shrink)