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. |
Search result: 45 articles
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Journal | Erasmus Law Review, Issue 1 2021 |
Keywords | big data, big data analysis, data life cycle, ethics, AI |
Authors | Simon Vydra, Andrei Poama, Sarah Giest e.a. |
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Article |
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Journal | Erasmus Law Review, Issue 2 2020 |
Keywords | Ship Recycling Fund, Ship Recycling License, green ship scrapping, EU concept of tax, earmarked tax |
Authors | Han Kogels and Ton Stevens |
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In this article the question is reviewed whether two by the EU Commission proposed financial instruments to stimulate ‘green’ ship scrapping, (i) a Ship Recycling Fund (SRF) and (ii) a Ship Recycling License (SRL), might be qualified as a ‘tax’ under Article 192(2) TFEU. Qualification as such a “tax” would mean that the EU Commission can only introduce such a financial instrument with unanimity voting. The authors first explore the concept of ‘tax’ in the TFEU in general and in Article 192(2) TFEU in particular. Based on this analysis, the authors conclude that levies paid to an SRF might be qualified as an ‘earmarked tax’ falling within the definition of a ‘fiscal provision’ in the meaning of Article 192(2) TFEU, which means that levies to such a fund can only be introduced by unanimity voting. The SRL fee consists of two elements: (i) a fee to cover administrative expenses and (ii) a contribution to a savings account. The fee to cover administrative expenses is qualified by the authors as a retribution that should not be qualified as a fiscal provision in the meaning of Article 192(2) TFEU. The contribution to a blocked savings account can neither be qualified as a tax nor as a retribution. Therefore, the SRL fee can be introduced without unanimity voting by the EU Council. |
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Journal | Erasmus Law Review, Issue 2 2020 |
Keywords | effectiveness, effectiveness measurement methodologies, financial legislation, legislative objective, product approval governance |
Authors | Jeroen Koomans |
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How can you determine if financial legislation is effective? This article seeks to identify three characteristics that make up the basis for an effectiveness review, being the determination what the legislative objective is, who is it aimed at and what approach is taken to achieve this objective. Determining the legislative objective may prove to be a challenging undertaking, and the uncertainties that come with that affect the other two characteristics as well. And even if a clear legislative objective can be established, how can you be sure that its achievement was in fact attributable to the legislation under review? What do you compare your results to absent a baseline measurement and how can the vast number of variables that affect the effectiveness of the legislation under review be accounted for, if at all? Is effectiveness in financial legislation at all measurable and, when measured, what is its value in practice? |
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Journal | Erasmus Law Review, Issue 1 2020 |
Keywords | youth justice, age limits, minimum age of criminal responsibility, age of criminal majority, legal comparison |
Authors | Jantien Leenknecht, Johan Put and Katrijn Veeckmans |
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In each youth justice system, several age limits exist that indicate what type of reaction can and may be connected to the degree of responsibility that a person can already bear. Civil liability, criminal responsibility and criminal majority are examples of concepts on which age limits are based, but whose definition and impact is not always clear. Especially as far as the minimum age of criminal responsibility (MACR) is concerned, confusion exists in legal doctrine. This is apparent from the fact that international comparison tables often show different MACRs for the same country. Moreover, the international literature often seems to define youth justice systems by means of a lower and upper limit, whereas such a dual distinction is too basic to comprehend the complex multilayer nature of the systems. This contribution therefore maps out and conceptually clarifies the different interpretations and consequences of the several age limits that exist within youth justice systems. To that extent, the age limits of six countries are analysed: Argentina, Austria, Belgium, the Netherlands, New Zealand and Northern Ireland. This legal comparison ultimately leads to a proposal to establish a coherent conceptual framework on age limits in youth justice. |
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Journal | Erasmus Law Review, Issue 2 2019 |
Keywords | web harvesting, data analysis, text & data mining, TDM: Proposal EU Copyright Directive |
Authors | Maria Bottis, Marinos Papadopoulos, Christos Zampakolas e.a. |
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This conference paper submitted on the occasion of the 8th International Conference on Information Law and Ethics (University of Antwerp, December 13-14, 2018) that focused on modern intellectual property governance and openness in Europe elaborates upon the Text and Data Mining (TDM) issue in the field of scientific research, which is still-by the time of composition of this paper-in the process of discussion and forthcoming voting before the European Parliament in the form of provision(s) included in a new Directive on Copyright in the Digital Single Market. TDM is included in the proposal for a Directive of the European parliament and of the Council on copyright in the Digital Single Market-Proposal COM(2016)593 final 2016/0280(COD) that was submitted to the European Parliament. |
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Journal | Erasmus Law Review, Issue 2 2019 |
Keywords | machine-generated data, Internet of Things, scientific research, personal data, GDPR |
Authors | Alexandra Giannopoulou |
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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? |
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Journal | Erasmus Law Review, Issue 2 2019 |
Keywords | property, intellectual creation, open access, copyright |
Authors | Nikos Koutras |
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This article relies on the premise that to understand the significance of Open Access Repositories (OARs) it is necessary to know the context of the debate. Therefore, it is necessary to trace the historical development of the concept of copyright as a property right. The continued relevance of the rationales for copyright interests, both philosophical and pragmatic, will be assessed against the contemporary times of digital publishing. It follows then discussion about the rise of Open Access (OA) practice and its impact on conventional publishing methods. The present article argues about the proper equilibrium between self-interest and social good. In other words, there is a need to find a tool in order to balance individuals’ interests and common will. Therefore, there is examination of the concept of property that interrelates justice (Plato), private ownership (Aristotle), labour (Locke), growth of personality (Hegel) and a bundle of rights that constitute legal relations (Hohfeld). This examination sets the context for the argument. |
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Journal | Erasmus Law Review, Issue 4 2019 |
Keywords | Mandatory Due Diligence, Responsible Business Conduct, Child Labour Due Diligence Act |
Authors | Liesbeth Enneking |
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In May 2019, the Dutch senate adopted a private member’s bill introducing a due diligence obligation for companies bringing goods or services onto the Dutch market with respect to the use of child labour in their supply chains. The aim of this article is to place this Child Labour Due Diligence (CLDD) Act in the national and international legal context and to discuss its relevance for the broader debate on international responsible business conduct (IRBC) in global value chains. The article shows that the CLDD Act introduces a due diligence obligation in this context that is new to Dutch law, as is the public law supervisor that is to be tasked with its enforcement. However, it does nothing to broaden the possibilities for access to remedies for victims of child labour beyond those already in existence. The article also shows that when compared with 2017 the French Duty of Vigilance Law, which is the only other mandatory due diligence law to have been adopted so far, the CLDD Act stands out in several respects. It is overshadowed, however, by the European parliament’s recent adoption of an ambitious outline for a future EU due diligence directive. Nonetheless, in view of the fact that it remains unclear for now whether the future EU directive on this topic will display the same level of ambition as the current proposal, the CLDD Act will remain relevant from an international perspective also for some time to come. |
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Journal | Erasmus Law Review, Issue 4 2019 |
Keywords | environmental crime, waste industry, shipbreaking, waste trafficking, environmental enforcement |
Authors | Karin van Wingerde and Lieselot Bisschop |
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The increasing volume of waste generated globally is one of the most prominent environmental issues we face today. Companies responsible for the treatment or disposal of waste are therefore among the key actors in fostering a sustainable future. Yet the waste industry has often been characterised as a criminogenic one, causing environmental harm which disproportionately impacts the world’s most vulnerable regions and populations. In this article, we illustrate how companies operating in global supply chains exploit legal and enforcement asymmetries and market complexities to trade waste with countries where facilities for environmentally sound treatment and disposal of waste are lacking. We draw on two contemporary cases of corporate misconduct in the Global South by companies with operating headquarters in the Global North: Seatrade and Probo Koala. We compare these cases building on theories about corporate and environmental crime and its enforcement. This explorative comparative analysis aims to identify the key drivers and dynamics of illegal waste dumping, while also exploring innovative ways to make the waste sector more environmentally responsible and prevent the future externalisation of environmental harm. |
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Journal | Erasmus Law Review, Issue 4 2019 |
Keywords | IRBC Agreements, effectiveness, OECD due diligence, access to remedy |
Authors | Martijn Scheltema |
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This contribution analyses the effectiveness of the Dutch International Responsible Business Conduct (IRBC) agreements and suggests some avenues for improvement. Several challenges in connection with effectiveness have been identified in evaluations of the IRBC agreements, and these are used as a starting point for the analysis. The focus is on three themes: (i) uptake, leverage and collaboration; (ii) implementation of OECD due diligence including monitoring and (iii) access to remedy. This contribution shows that low uptake may not be a sign of ineffectiveness per se, although in terms of leverage a sufficient number of participants or collaboration between agreements seems important. In connection with due diligence, it is recommended to align the implementation of OECD due diligence. Furthermore, an effective monitoring mechanism by a secretariat, as is currently implemented in the Textile agreement only, is most likely to bring about material changes in business behaviour. Other types of supervision seem less effective. Access to remedy poses a challenge in all IRBC agreements. It is recommended that the expectations the agreements have on access to remedy be clarified, also in connection with the role of signatories to the agreements in cases where they are directly linked to human rights abuse. Furthermore, it is recommended that a dispute resolution mechanism be introduced that enables complaints for external stakeholders against business signatories, comparable to that of the Textile agreement. However, rather than implementing separate mechanisms in all agreements, an overarching mechanism for all agreements should be introduced. |
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Journal | Erasmus Law Review, Issue 4 2019 |
Keywords | responsible business conduct, business and human rights, corporate social responsibility, sustainable development, the Netherlands |
Authors | Liesbeth Enneking and Jeroen Veldman |
AbstractAuthor's information |
The past few decades have seen an increasing scrutiny of the impacts – both positive and negative – that companies have on the societies in which they operate. The search for adequate responses to such scrutiny is reflected in developments in the societal, political and academic debate on three separate but interrelated concepts: corporate social responsibility, business and human rights and responsible business conduct. The focus in this Special Issue will be on law and policy relating to responsible business conduct in global value chains. The contributions in this Special Issue identify relevant developments and institutions in the Netherlands, including rules and regulations related to trade, investment and corporate governance as well as cases related to corporate and consumer responsibilities, and assess their role in relation to the potential to provide a positive response to the concern about the human and environmental impacts of business activities. Together, they provide a multi-perspective view of relevant gaps and/or best practices with regard to regulatory governance in the Netherlands while at the same time enabling a comparative debate on the extent to which these diverse developments and institutions are in line with stated policy goals in this context both at national and EU levels. In doing so, this Special Issue aims to contribute to further coherence between national and EU policies with regard to RBC in global value chains and sustainable development. |
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Journal | Erasmus Law Review, Issue 4 2019 |
Keywords | Dutch model BIT, foreign direct investment, bilateral investment treaties, investor-to-state dispute settlement, sustainable development goals |
Authors | Alessandra Arcuri and Bart-Jaap Verbeek |
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In 2019, the Dutch government presented a New Model Investment Agreement that seeks to contribute to the sustainability and inclusivity of future Dutch trade and investment policy. This article offers a critical analysis of the most relevant parts of the revised model text in order to appraise to what extent it could promote sustainability and inclusivity. It starts by providing an overview of the Dutch BIT (Bilateral Investment Treaty) programme, where the role of the Netherlands as a favourite conduit country for global FDI is highlighted. In the article, we identify the reasons why the Netherlands became a preferred jurisdiction for foreign investors and the negative implications for governments and their policy space to advance sustainable development. The 2019 model text is expressly set out to achieve a fairer system and to protect ‘sustainable investment in the interest of development’. While displaying a welcome engagement with key values of sustainable development, this article identifies a number of weaknesses of the 2019 model text. Some of the most criticised substantive and procedural provisions are being reproduced in the model text, including the reiteration of investors’ legitimate expectation as an enforceable right, the inclusion of an umbrella clause, and the unaltered broad coverage of investments. Most notably, the model text continues to marginalise the interests of investment-affected communities and stakeholders, while bestowing exclusive rights and privileges on foreign investors. The article concludes by hinting at possible reforms to better align existing and future Dutch investment treaties with the sustainable development goals. |
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Journal | Erasmus Law Review, Issue 4 2019 |
Keywords | due diligence, supply chain, OECD, NCP, specific instance |
Authors | Sander van ’t Foort |
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Since the introduction of a human rights chapter in the 2011 OECD Guidelines for Multinational Enterprises, National Contact Points (NCPs) have been increasingly dealing with specific instances referring to human rights violations by companies. According to the Organisation for Economic Cooperation and Development (OECD), the human rights provisions are the most cited provisions of the Guidelines. Specific instances include allegations such as a company’s failure to implement human rights due diligence, to apply the principles of free, prior and informed consent, to take supply chain responsibility, and/or to comply with the right to cultural heritage. Of all topics, human rights due diligence and human rights supply chain responsibilities are most commonly referred to in complaints based on the Guidelines. This article focuses on how NCPs have handled these topics of human rights due diligence and supply chain responsibility in specific instances. The Dutch NCP has been selected because it is celebrated in literature as the ‘gold standard’ because of its composition including independent members, its forward-looking approach, and because it is one of the most active NCPs in the world. All decisions of the Dutch NCP concerning these two topics are analysed in the light of the decisions of four other NCPs (UK, Denmark, Germany and Norway). A doctrinal methodology is used to analyse similarities and differences between the argumentations of the five NCPs. |
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Journal | Erasmus Law Review, Issue 4 2019 |
Keywords | sustainability, business, global value chains, planetary boundaries, sustainable corporate governance |
Authors | Beate Sjåfjell and Jeroen Veldman |
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The EU-funded project Sustainable Market Actors for Responsible Trade (SMART, 2016-2020), undertook an interdisciplinary and multilevel regulatory analysis of the barriers and possibilities for securing the contribution of private and public market actors to a sustainable future. Jurisdiction-specific contributions were an essential part of this broad regulatory analysis. This afterword reflects on the Dutch contributions included in this Special Issue, emphasising the urgency of securing policy coherence for sustainable business. The afterword highlights how individual initiatives by national legislators such as those of the Netherlands can be inspiring examples, while they also bring with them challenges including questions of scope and of legal certainty for businesses, specifically with regard to cross-border operations and activities. This leaves business with the difficult task of figuring out the various requirements and expectations and may lead to regulatory competition between EU member states. The afterword therefore concludes with a call for EU harmonisation, to give sustainability-oriented business a level playing field and provide legal certainty both for decision-makers in business and for those affected by the conduct of business across global value chains. |
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Journal | Erasmus Law Review, Issue 1 2019 |
Keywords | international jurisdiction, English, court language, Belgium, business court |
Authors | Erik Peetermans and Philippe Lambrecht |
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In establishing the Brussels International Business Court (BIBC), Belgium is following an international trend to attract international business disputes to English-speaking state courts. The BIBC will be an autonomous business court with the competence to settle, in English, disputes between companies throughout Belgium. This article focuses on the BIBC’s constitutionality, composition, competence, proceedings and funding, providing a brief analysis and critical assessment of each of these points. At the time of writing, the Belgian Federal Parliament has not yet definitively passed the Bill establishing the BIBC, meaning that amendments are still possible. |
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Journal | Erasmus Law Review, Issue 1 2019 |
Keywords | international financial centers, offshore courts, international business courts, Kazakhstan |
Authors | Nicolás Zambrana-Tévar |
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The Court of the Astana International Financial Center is a new dispute resolution initiative meant to attract investors in much the same way as it has been done in the case of the courts and arbitration mechanisms of similar financial centers in the Persian Gulf. This paper examines such initiatives from a comparative perspective, focusing on their Private International Law aspects such as jurisdiction, applicable law and recognition and enforcement of judgments and arbitration awards. The paper concludes that their success, especially in the case of the younger courts, will depend on the ability to build harmonious relationships with the domestic courts of each host country. |
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Journal | Erasmus Law Review, Issue 1 2018 |
Authors | Dr. Beatriz Barreiro Carril |
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Article |
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Journal | Erasmus Law Review, Issue 2 2017 |
Keywords | legitimacy, International Monetary Fund (IMF), Article IV Consultations, tax recommendations, global tax governance |
Authors | Sophia Murillo López |
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This contribution examines the legal legitimacy of ‘Article IV Consultations’ performed by the IMF as part of its responsibility for surveillance under Article IV of its Articles of Agreement. The analysis focuses on tax recommendations given by the Fund to its member countries in the context of Consultations. This paper determines that these tax recommendations derive from a broad interpretation of the powers and obligations that have been agreed to in the Fund’s Articles of Agreement. Such an interpretation leads to a legitimacy deficit, as member countries of the Fund have not given their state consent to receive recommendations as to which should be the tax policies it should adopt. |
Editorial |
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Journal | Erasmus Law Review, Issue 2 2017 |
Authors | Arnaud de Graaf |
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Article |
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Journal | Erasmus Law Review, Issue 2 2017 |
Keywords | base erosion and profit shifting, OECD, G20, legitimacy, international tax reform |
Authors | Sissie Fung |
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The global financial crisis of 2008 and the following public uproar over offshore tax evasion and corporate aggressive tax planning scandals gave rise to unprecedented international cooperation on tax information exchange and coordination on corporate tax reforms. At the behest of the G20, the OECD developed a comprehensive package of ‘consensus-based’ policy reform measures aimed to curb base erosion and profit shifting (BEPS) by multinationals and to restore fairness and coherence to the international tax system. The legitimacy of the OECD/G20 BEPS Project, however, has been widely challenged. This paper explores the validity of the legitimacy concerns raised by the various stakeholders regarding the OECD/G20 BEPS Project. |