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Article

Access_open Big Data Ethics: A Life Cycle Perspective

Tijdschrift Erasmus Law Review, Aflevering 1 2021
Trefwoorden big data, big data analysis, data life cycle, ethics, AI
Auteurs Simon Vydra, Andrei Poama, Sarah Giest e.a.
SamenvattingAuteursinformatie

    The adoption of big data analysis in the legal domain is a recent but growing trend that highlights ethical concerns not just with big data analysis, as such, but also with its deployment in the legal domain. This article systematically analyses five big data use cases from the legal domain utilising a pluralistic and pragmatic mode of ethical reasoning. In each case we analyse what happens with data from its creation to its eventual archival or deletion, for which we utilise the concept of ‘data life cycle’. Despite the exploratory nature of this article and some limitations of our approach, the systematic summary we deliver depicts the five cases in detail, reinforces the idea that ethically significant issues exist across the entire big data life cycle, and facilitates understanding of how various ethical considerations interact with one another throughout the big data life cycle. Furthermore, owing to its pragmatic and pluralist nature, the approach is potentially useful for practitioners aiming to interrogate big data use cases.


Simon Vydra
Simon Vydra is a Researcher at the Institute for Public Administration, Leiden University, the Netherlands.

Andrei Poama
Andrei Poama is Assistant Professor at the Institute for Public Administration, Leiden University, the Netherlands.

Sarah Giest
Sarah Giest is Assistant Professor at the Institute for Public Administration, Leiden University, the Netherlands.

Alex Ingrams
Alex Ingrams is Assistant Professor at the Institute for Public Administration, Leiden University, the Netherlands.

Bram Klievink
Bram Klievink is Professor of Digitization and Public Policy at the Institute for Public Administration, Leiden University, the Netherlands.
Article

Access_open Access and Reuse of Machine-Generated Data for Scientific Research

Tijdschrift Erasmus Law Review, Aflevering 2 2019
Trefwoorden machine-generated data, Internet of Things, scientific research, personal data, GDPR
Auteurs Alexandra Giannopoulou
SamenvattingAuteursinformatie

    Data driven innovation holds the potential in transforming current business and knowledge discovery models. For this reason, data sharing has become one of the central points of interest for the European Commission towards the creation of a Digital Single Market. The value of automatically generated data, which are collected by Internet-connected objects (IoT), is increasing: from smart houses to wearables, machine-generated data hold significant potential for growth, learning, and problem solving. Facilitating researchers in order to provide access to these types of data implies not only the articulation of existing legal obstacles and of proposed legal solutions but also the understanding of the incentives that motivate the sharing of the data in question. What are the legal tools that researchers can use to gain access and reuse rights in the context of their research?


Alexandra Giannopoulou
Institute for Information Law (IViR) – University of Amsterdam.
Article

Access_open Consumer Social Responsibility in Dutch Law

A Case Study on the Role of Consumers in Energy Transition

Tijdschrift Erasmus Law Review, Aflevering 4 2019
Trefwoorden consumer, energy transition, social responsibility, Dutch law, EU law
Auteurs Katalin Cseres
SamenvattingAuteursinformatie

    As our economies continue to focus on growth, competition and maximisation of consumer choice, the global increase in consumption takes vast environmental and social costs and cause irreversible harm to our climate and environment. The urgency of reducing human footprint and to diminish one of the root causes of a declining climate and environment is irrefutable. In the shift that globally has to take place, a decentralised energy system relying on more distributed generation, energy storage and a more active involvement of consumers form a crucial component of renewable energy solutions. The move from a highly centralised to a more decentralised power system involves an increasing amount of small-scale (intermittent) generation from renewable energy which is located closer to the point of final consumption. In order to steer consumption towards sustainability national governments and supranational organisations have adopted policies and corresponding legislation that address individual consumers as rational and active choice-makers who make socially responsible choices when they receive the ‘right’ amount of information. By relying on insights from modern consumption theories with contributions from sociology, this article questions the effectiveness and legitimacy of these ‘consumer-centred’ policies and laws. First, the article argues that the single focus on individual consumer behaviour as a rational and utility maximising market actor fails to take into account the complexity of consumption, which is fundamentally influenced by social norms and its broader institutional setting. Although consumers are willing to consume more sustainably, they are often ‘locked in by circumstances’ and unable to engage in more sustainable consumption practices even if they want to. Second, by relying on evidence from sociological studies the article argues that individual consumers are not the most salient actors in support of sustainable consumption. Even though the urgency of the energy transition and the critical role consumers play in (un)sustainable energy consumption is acknowledged in both the EU and its Member States, their laws and policies remain grounded on goals of economic growth with competitive economies, the sovereignty of consumer choice and wealth maximisation, instead of aiming at slower economic growth or even degrowth, reducing overall resource use and consumption levels and introducing radically different ways of consumption.
    Third, the role of law is underlined as a social institution both as a constraint on the autonomous acts of consumption, dictating the normative frameworks within which the role of consumer is defined, and as a facilitator which consumers might also employ, in order to determine for themselves particular normative parameters within which consumption can occur.
    The Netherlands, which serves as a case study in this article, has reached important milestones in its energy transition policy since 2013. Still, it remains strongly focused on economic rationality and market competitiveness. Even though various models of consumer participation exist and local consumer energy initiatives are flourishing and are recognised as key actors in the energy transition, they remain embedded in institutional, structural and behavioural settings where consumers still face challenging sociocultural barriers to sustainable practices.
    In light of these legal, political and social complexity of energy transition, the article offers a critical analysis of the current Dutch law in its broader legal context of EU law in order to answer the question what the role of (energy) law is in steering consumers towards sustainable energy consumption.


Katalin Cseres
Katalin Cseres is Associate Professor of Law, Amsterdam Centre for European Law & Governance (ACELG), University of Amsterdam.
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