This paper presents a review of academic literature, policy documents from government organizations and international agencies, and reports from industries and popular media on the trends in Big Data utilization in key development issues and its worthwhileness, usefulness, and relevance. By looking at Big Data deployment in a number of key economic sectors, it seeks to provide a better understanding of the opportunities and challenges of using it for addressing key issues facing the developing world. It reviews the uses of (...) Big Data in agriculture and farming activities in developing countries to assess the capabilities required at various levels to benefit from Big Data. It also provides insights into how the current digital divide is associated with and facilitated by the pattern of Big Data diffusion and its effective use in key development areas. It also discusses the lessons that developing countries can learn from the utilization of Big Data in big corporations as well as in other activities in industrialized countries. (shrink)

This essay examines some of the institutional arrangements that underlie corruption in democracy. It begins with a discussion of institutions as such, elaborating and extending some of John Searle’s remarks on the topic. It then turns to an examination of specifically democratic institutions; it draws here on Joshua Cohen’s recent Rousseau: A Free Community of Equals. One of the central concerns of Cohen’s Rousseau is how to arrange civic institutions so that they are able to perform their public functions without (...) being easily abused by their members for individual gain. The view that Cohen sketches on behalf of Rousseau offers a clear framework for articulating institutional corruption in democracy. With this account of democratic institutions in place, the essay turns the discussion to the role of transparency in deterring institutional corruption. The basic thought here is perhaps unsurprising: to ensure that a democratic institution is serving its public function and not being manipulated for self-interested gain, its activities must be subject to public scrutiny, and so these activities must be transparent to the public. Saying this makes the role of transparency in a well-functioning democracy clear, but it does not settle how transparency is to be realized. The essay argues that transparency can be realized in a democracy only by an extra-governmental institution that has several of the familiar features of the press. If this is correct, it follows that in its design and in many, though not all, of its activities, WikiLeaks provides a contemporary example of such an institution. (shrink)

This article introduces compliance disclosure regimes to business ethics research. Compliance disclosure is a relatively recent regulatory technique whereby companies are obliged to disclose the extent to which they comply with codes, ‘best practice standards’ or other extra-legal texts containing norms or prospective norms. Such ‘compliance disclosure’ obligations are often presented as flexible regulatory alternatives to substantive, command-and-control regulation. However, based on a report on experiences of existing compliance disclosure obligations, this article will identify major weaknesses that prevent them from (...) becoming effective mechanisms to discipline a certain type of behaviour. It will be argued that regulatory recourse to compliance disclosure obligations is nonetheless worthwhile if we view them as mechanisms that can initiate a dialogue about norm interpretation, application and norm desirability. From this perspective, compliance disclosure obligations serve less to discipline companies by making corporate practices transparent, and more to trigger a process of norm development, in which the law, companies and their stakeholders interact. This article provides an illustration of how mandatory disclosure, if it is restricted to a unilateral communication process, may produce no effective results (or even prove counterproductive), whilst highlighting the alternative potential of disclosure as an initiator of dialogue, supported by laws, geared towards the development and refinement of norms applicable to business in a global context and the values they promote. (shrink)

Transparency has achieved a mythical status in society. Myths are not false accounts or understandings, but deep-seated and definitive descriptions of the world that ontologically ground the ways in which we frame and see the world around us. We explore the mythical nature of transparency from this perspective, explain its social-historical underpinnings and discuss its influence on contemporary organizations. In doing so, we also theorize in a more general sense about the relationship between myth, as a foundational understanding and description (...) of the world, and the constellation of metaphors, as specific ways of framing and seeing organizational reality, to which it gives rise. While observations and evidence can always be adduced to challenge a particular set of metaphors, the endogenous force of the myth may sustain the overall project. This process is explained with a detailed analysis of the transparency myth. (shrink)

A question facing nearly all private firms is whether they may keep employee pay secret. Many think it is obvious that firms are obligated to disclose a good deal of pay information once we properly appreciate the severity of pay discrimination in our economy and the autonomy-related interests that would be served by pay disclosure. This article puts forth a dissenting voice against the vast majority of recent commentary. It exploits a fissure between reasons we have to support certain coercive (...) regulations and reasons firms have to act in the absence of such regulation. While acknowledging that we may need transparency regulations for firms that fail to act morally, it argues that otherwise moral firms need not disclose pay on the surveyed grounds. (shrink)

ABSTRACT: There is general agreement amongst those involved in the normative discussion about geoengineering that if we are to move forward with significant research, development, and certainly any future deployment, legitimate governance is a must. However, while we agree that the abstract concept of legitimacy ought to guide geoengineering governance, agreement surrounding the appropriate conception of legitimacy has yet to emerge. Relying upon Allen Buchanan’s metacoordination view of institutional legitimacy, this paper puts forward a conception of legitimacy appropriate for geoengineering (...) governance, outlining five normative criteria an institution ought to fulfill if it is to justifiably coordinate our action around geoengineering. (shrink)

Experimental design is one aspect of a scientific method. A well-designed, properly conducted experiment aims to control variables in order to isolate and manipulate causal effects and thereby maximize internal validity, support causal inferences, and guarantee reliable results. Traditionally employed in the natural sciences, experimental design has become an important part of research in the social and behavioral sciences. Experimental methods are also endorsed as the most reliable guides to policy effectiveness. Through a discussion of some of the central concepts (...) associated with experimental design, including controlled variation and randomization, this chapter will provide a summary of key ethical issues that tend to arise in experimental contexts. In addition, by exploring assumptions about the nature of causation and by analyzing features of causal relationships, systems, and inferences in social contexts, this chapter will summarize the ways in which experimental design can undermine the integrity of not only social and behavioral research but policies implemented on the basis of such research. (shrink)

"Transparency" is the constant refrain of democratic politics, a promised aid to accountability and integrity in public life. Secrecy is stigmatized as a work of corruption, tolerable by a compromise of democratic principles. My dissertation challenges both ideas. It argues that secrecy and transparency are best understood as complementary, not contradictory, practices. And it develops a normative account of liberal democratic politics in which duties of transparency coexist with permissions to act behind closed doors. The project begins with some history. (...) I show that the language of transparency gained currency only in the last quarter century, and explain how its proximate sources promote three dubious assumptions—that disclosure should in principle be maximized, that it prevents misrule more or less automatically, and that its value is either instrumental, or rooted in a reductive notion of democracy as the rule of popular opinion. Against these assumptions, I sketch an alternative account of liberal democracy centered on the logics of representation, liberty, and equality. These three "logics of self-government" give rise to duties of transparency binding on public and private actors alike. Such obligations have bite, I argue, but they are not all-encompassing. Indeed, the same ideals of representation, liberty, and equality license concealment in a range of important contexts, including deliberation and dissent. Having made this case, I go on to explain how secrecy and transparency can form a "democratic dyad," deepening rather than undermining the project of self-rule. Lastly, I address the limits of conventional transparency practices. Taken alone, disclosure is subject to a range of pitfalls, often failing to produce the results promised in transparency’s name. While my non-instrumental case for openness is not destabilized by this analysis, it does suggest that mandating disclosure is rarely enough. I therefore propose a series of adversarial practices to facilitate the checking of unjustifiable secrecy, and highlight the critical role of interpretation in efforts to make power intelligible. In the end, my dissertation offers a novel defense of secrecy and transparency that highlights rather than minimizes the hard work of political engagement. (shrink)