This paper analyzes the internet policy discourse regarding the German Network Enforcement Act (NetzDG) in different media settings. We examine the conversation about this highly controversial anti-hate speech law on IT blogs, websites, and in daily German newspapers. We compare the positions brought forward in these different media environments concerning one of the most important topics within the discussion about the NetzDG, specifically the question of whether or not the law will result in censorship, limiting users’ freedom of expression. We (...) employ pretrained transformer-based language models to detect and quantify recurring arguments in the debate. (shrink)

Can platforms close the governance gap in the sharing economy, and if so, how? Through an in-depth qualitative case study, we analyze the process by which new regulation and self-regulation emerge in one sector of the sharing economy, crowdfunding, through the actions of a meta-organization. We focus on the principal French sectoral meta-organization, Financement Participatif France. We show that this multi-stakeholder meta-organization not only closed the governance gap through collective legal, ethical, and utilitarian work but also preceded and (...) shaped the new market. We present a hybrid governance approach combining soft multi-agency regulation, self-regulation through a process of “partial meta-organizing”, and direct civil society participation. We expand the literature by highlighting features of platforms’ partial meta-organizing and by identifying conditions for successful joint regulation and self-regulation of the sector. (shrink)

The emergence of a global industry of digital health platforms operated by Big Tech corporations, and its growing entanglements with academic and pharmaceutical research networks, raise pressing questions on the capacity of current data governance models, regulatory and legal frameworks to safeguard the sustainability of the health research ecosystem. In this article, we direct our attention toward the challenges faced by the European General Data Protection Regulation in regulating the potentially disruptive engagement of Big Tech platforms in health research. (...) The General Data Protection Regulation upholds a rather flexible regime for scientific research through a number of derogations to otherwise stricter data protection requirements, while providing a very broad interpretation of the notion of “scientific research”. Precisely the breadth of these exemptions combined with the ample scope of this notion could provide unintended leeway to the health data processing activities of Big Tech platforms, which have not been immune from carrying out privacy-infringing and socially disruptive practices in the health domain. We thus discuss further finer-grained demarcations to be traced within the broadly construed notion of scientific research, geared to implementing use-based data governance frameworks that distinguish health research activities that should benefit from a facilitated data protection regime from those that should not. We conclude that a “re-purposing” of big data governance approaches in health research is needed if European nations are to promote research activities within a framework of high safeguards for both individual citizens and society. (shrink)

Current nanotechnology regulation is focussed on risks. On the other hand, technical guidelines and other soft law tools are increasingly replacing hard law. This risk reduction approach does not seem to be fully aligned with open principles like sustainable nanotechnology. Indeed, risk optimization tends to be rather a continuous process than a way to settle ultimate lists of risks. There is therefore a need for a more dynamic view: Life cycle assessment contributes to add momentum and context to the (...) models. However, a complementary perspective is here suggested, based on information technologies: nanotechnology platforms. Platforms for nanotechnology governance are supposed to complement and enhance the nano-regulation, adding risk assessment and management. These platforms are mainly offering information, coordination, and context or situational awareness. More recently, some informal platforms appear to play a, certainly limited but still clear, co-regulatory role. Can these informal platforms play a relevant role in nanotechnology governance? In the context of the EU Better Regulation strategy, why not envision some of these informal platforms as future co-regulation tools? The main goal of this paper is to start a discussion on the requirements these informal co-regulatory platforms should fulfill before their hypothetical inclusion in a future better regulation toolbox. (shrink)

Democracy depends on a vivid public sphere, where ideas disseminate into the public and can be discussed – and challenged - by everyone. Journalism has contributed significantly to this social mediation by reducing complexity, providing information on salient topics and (planned) political solutions. The digital transformation of the public sphere leads to new forms of media provision, distribution, and use. Journalism has struggled to adapt to the new conditions. Journalistic news values, relevant to democracy, are being replaced by ones relevant (...) to social media platforms’ attention seeking business model. We plead for a broad public debate about the ongoing platformization and about possible policies to ensure a media system that serves and strengthens democracy. (shrink)

Controversies surrounding social media platforms have provided opportunities for institutional reflexivity amongst users and regulators on how to understand and govern platforms. Amidst contestation, platform companies have continued to enact projects that draw upon existing modes of privatized governance. We investigate how social media companies have attempted to achieve closure by continuing to set the terms around platform governance. We investigate two projects implemented by Facebook (Meta)—authenticity regulation and privacy controls—in response to the Russian Interference and Cambridge (...) Analytica controversies surrounding the 2016 U.S. Presidential Election. Drawing on Goffman’s metaphor of stage management, we analyze the techniques deployed by Facebook to reinforce a division between what is visible and invisible to the user experience. These platform governance projects propose to act upon _front-stage data relations:_ information that users can see from other users—whether that is content that users can see from “bad actors”, or information that other users can see about oneself. At the same time, these projects relegate _back-stage data relations_—information flows between users constituted by recommendation and targeted advertising systems—to invisibility and inaction. As such, Facebook renders the user experience actionable for governance, while foreclosing governance of back-stage data relations central to the economic value of the platform. As social media companies continue to perform platform governance projects following controversies, our paper invites reflection on the politics of these projects. By destabilizing the boundaries drawn by platform companies, we open space for continuous reflexivity on how platforms should be understood and governed. (shrink)

Privacy is a critical challenge for corporate social responsibility in the mobile device ecosystem. Mobile application firms can collect granular and largely unregulated data about their consumers, and must make ethical decisions about how and whether to collect, store, and share these data. This paper conducts a discourse analysis of mobile application developer forums to discover when and how privacy conversations, as a representative of larger ethical debates, arise during development. It finds that online forums can be useful spaces for (...) ethical deliberations, as developers use these spaces to define, discuss, and justify their values. It also discovers that ethical discussions in mobile development are prompted by work practices which vary considerably between iOS and Android, today’s two major mobile platforms. For educators, regulators, and managers interested in encouraging more ethical discussion and deliberation in mobile development, these work practices provide a valuable point of entry. But while the triggers for privacy conversations are quite different between platforms, ultimately the justifications for privacy are similar. Developers for both platforms use moral and cautionary tales, moral evaluation, and instrumental and technical rationalization to justify and legitimize privacy as a value in mobile development. Understanding these three forms of justification for privacy is useful to educators, regulators, and managers who wish to promote ethical practices in mobile development. (shrink)

Recent years have witnessed the rise of digital platforms that allow economic agents to arrange ever more fine-grained contracts. This article zooms in on labour-based platforms that permit the hire of labour in a just-in-time fashion (and are part of the broader trend towards on-demand work). Its principal contribution comes in three parts. First, exposing the frequently overlooked diversity of labour-based platforms, the article proposes to distinguish platform companies, which directly sell services and then purchase the labour needed to (...) provide them, and broker platforms, which act merely as intermediaries. Second, it examines how platforms of each type pose distinct threats to labour justice, thereby extending Daniel Halliday's (2021) analysis. Drawing on empirical studies of the experiences of platform workers, it identifies a power imbalance as the root cause of these threats across all platforms. Finally, the article assesses three strategies to counter these threats: introducing stricter regulation, turning platforms into worker-run co-ops, and improving outside job opportunities. In exploring how each strategy could be implemented for specific platforms, it makes the case for always discussing labour-based platforms with one eye to their specific structural features and the other eye to the broader labour market. (shrink)

Troubling patterns of suppressed speech have emerged on the corporate internet. A large platform may marginalize potential connections between audiences and speakers. Consumer protection concerns arise, for platforms may be marketing themselves as open, comprehensive, and unbiased, when they are in fact closed, partial, and self-serving. Responding to protests, the accused platform either asserts a right to craft the information environment it desires, or abjures responsibility, claiming to merely reflect the desires and preferences of its user base. Such (...) responses betray an opportunistic commercialism at odds with the platforms’ touted social missions. Large platforms should be developing more ambitious standards for promoting expression online, rather than warring against privacy, competition, and consumer protection laws. These regulations enable a more vibrant public sphere. They also defuse the twin specters of monopolization and total surveillance, which are grave threats to freedom of expression. (shrink)

ABSTRACT The rise of social media has correlated with an increase in political polarization, which many perceive as a threat to public discourse and democratic governance. This paper presents a framework, drawing on social epistemology and the economic theory of public goods, to explain how social media can contribute to polarization, making us collectively poorer, even while it provides a preferable media experience for individual consumers. Collective knowledge and consensus is best served by having richly connected networks that are epistemically (...) integrated: individuals with diverse levels of expertise should be relatively well connected to each other. In epistemically segregated networks, by contrast, we have reason to predict collective epistemic failures. Expert knowledge will be isolated from the majority, leading average opinion to be less informed than is socially optimal, and entrenching disagreements. Because social media enables users to very easily adopt homophilous network connections – connections to those with similar opinions, education levels, and social backgrounds – it is likely to have increased epistemic segregation compared to older media platforms. The paper explains the theoretical foundations of these predictions, and sketches regulatory measures – such as taxes – that might be employed to preserve the public good of a well integrated social media network. (shrink)

Digital energy platforms play a central role in the transition toward a more sustainable energy system. This research explores the effect of digital energy platforms on public values. We developed and tested a novel public value framework, combining values already embedded in energy and digitalization regulations and emerging values that have become more relevant in recent debates. We analyzed value changes and potential value tensions. We found that sustainability is prioritized, security is broadened to include cybersecurity, and values relevant for (...) digital technologies, such as control over technology, have also become relevant for the energy system. This has resulted in three value tensions: preserving a well-functioning energy system, self-determination, and ensuring a level playing field and public control. A sustainable energy system requires governments to address these value changes, value tensions, and connected societal and political challenges related to the implementation of digital energy platforms. (shrink)

States are in the process of creating controversial legislation aimed at subjecting ‘harmful’ online communication on social media and search engines to new regulatory regimes. Critics argue that these measures are serious threats to the right to freedom of expression and freedom from surveillance. This article first draws on elements of systems theory to reframe the right to freedom of expression in democracy as a means of protecting the value of generalised second-order observation. Taking the UK’s Online Safety bill as (...) the paradigm example of the new laws, the article analyses the concept of harmful communication at three levels: society, organisation, and subject. It identifies a shift in the law’s epistemic approach to communication, by which individuals are reconfigured from agential subjects into contingent users, whose capacities are determined by the structure of online communication platforms. In this configuration, norms previously considered indispensible are relegated to second-order effects of the affordances of media. Arguing that it is insufficient to merely reaffirm subjective rights in light of this shift, the article suggests systems theoretical analysis as a means of identifying lines of critique. (shrink)

The key role played by online platforms in the neo-intermediation of the public debate requires a review of current tools for mapping the digital information ecosystem, highlighting the political nature of such an analysis: Starting from a synoptic overview of the main models of platform governance, we try to understand whether the ongoing European shift towards the Limited Government Regulation (LGR) model will be able to counterbalance the “systemic opinion power” of the giant platforms and restore the “health” (...) of the digital information ecosystem. A close analysis of the European Digital Services Act (DSA) has highlighted some limitations in achieving its goals, because of the features of the LGR on the one hand, and the disruptive features of the algorithmic neo-intermediation phenomenon on the other. Thus, we suggest a tripartite regulatory model, that can be defined as “neo-editorial accountability.” However, increasing users’ critical algorithmic awareness is an essential prerequisite for implementing the suggested template, and mitigating an outstanding effect of the LGR model: the normalization of the ideological assumptions underlying informational capitalism. (shrink)

Knowing who benefits financially from a securities trade is necessary for the detection, prosecution and deterrence of illegal securities trading. Foreign jurisdictions with banking or securities secrecy laws are frequently used as a platform for illegal activity to frustrate law enforcement. This paper considers the extent to which Canadian law gives effect to so-called foreign blocking legislation. We conclude that while Canadian law does not generally give effect to foreign blocking legislation, it imposes only limited requirements on market intermediaries (...) to collect beneficial ownership information. Regulators are therefore left with the option of obtaining assistance from their foreign counterparts. (shrink)

The phenomenon of missed interactions between online users is a specific issue occurring when users of different language games interact on social media platforms. We use the lens of institutional theory to analyze this phenomenon and argue that current online institutions will necessarily fail to regulate user interactions in a way that creates common meanings because online institutions are not set up to deal with the multiplicity of language games and forms of life co-existing in the online social space. We (...) argue for the need to enable and foster grassroots online institutions that can stabilize the norms of interaction by redesigning algorithms and user interfaces. Such online grassroots institutions would facilitate user orientation at three distinct levels: informational, normative, and semantic-pragmatic. We propose user orientation as a principle that would facilitate the formation of institutions aiming to regulate information exchanges between users inhabiting various forms of life. This principle of user orientation should guide design decisions, while designer teams would need to become aware of the institutional power unleashed when they set up interfaces and algorithms for user-generated content. (shrink)

Taken at face value the introduction in 2021 of Australia’s News Media and Digital Platforms Mandatory Bargaining Code (“the Code”) may appear “world leading,” innovative, and, in general, a productive and strategic intervention to reverse the decline of public interest journalism. It is claimed that in the Australian news industry context, an annual transfer of around $200 million between two platform companies – Google and Meta – and news businesses has now been put in place (Sims, 2022). All major (...) news media companies in Australia, if not smaller more independent ones, have greatly benefitted from the new Code, and anecdotally it appears that the funding has resulted in the creation of significant numbers of new journalists being hired. Yet the exact investment destination and ultimate beneficiaries of the funding are not known beyond the corporate walls of the recipients. The article points to the transparency and sustainability problems inherent to the new Code, arguing that an alternative approach to funding public interest journalism might be a levy funded by the platforms. (shrink)

As social media becomes increasingly popular, human subjects researchers are able to use these platforms to locate, track, and communicate with study participants, thereby increasing participant retention and the generalizability and validity of research. The use of social media; however, raises novel ethical and regulatory issues that have received limited attention in the literature and federal regulations. We review research ethics and regulations and outline the implications for maintaining participant privacy, respecting participant autonomy, and promoting researcher transparency when using social (...) media to locate and track participants. We offer a rubric that can be used in future studies to determine ethical and regulation-consistent use of social media platforms and illustrate the rubric using our study team’s experience with Facebook. We also offer recommendations for both researchers and institutional review boards that emphasize the importance of well-described procedures for social media use as... (shrink)

Social media, meaning digital technologies and platforms such as blogs, wikis, forums, content aggregators, sharing sites, and social networks like Facebook and Twitter, have profoundly changed the way that information can be shared online. Now, almost anyone with a broadband internet connection or a smart phone can share ideas, data, and opinions with just about anyone else on the planet. This change has serious implications for the way in which human subjects research can be conducted and, concomitantly, for the ways (...) in which such research may be regulated. This article explores some of these issues. (shrink)

A thematic priority of the European Union’s Framework V research and development programme was the creation of a user-friendly information society which met the needs of citizens and enterprises. In practice, though, for example in the case of on-line digital music, the needs of citizens and enterprises may be in conflict. This paper proposes to leverage the appearance of ‘intelligence’ in the platform layer of a layered communications architecture to avoid such conflicts in similar applications in the future. The (...) key idea is that if the intelligence is encapsulated in an agent, then the agents should be organized as a society, and then the rules of the society can be used to ensure ‘responsible’ behaviour. We discuss how an agent society can be used to regulate behaviour in future information trading scenarios, and conclude that this approach offers a ‘third way’ which can satisfy the (reasonable) needs of both citizens and enterprises in the user-friendly information society. (shrink)

Present, as Manuel Castells (1996) notes, we live in the information age. Knowledge and the way it is acquired and processed are the driving forces of the economy, and information processing systems are the strength of economies. The aim of this article is to identify the key role of the information supply phenomenon in contemporary socio-economic processes. The initial part of the article will define such concepts as: information, infodemia, information market, in the further part examples of the use of (...) information in the process of forming social behaviour in the market context will be presented. For this purpose, three major economic crises from the turn of the 20th and 21st century will be used cross-sectionally. The first will be described as the dot-com crisis, i.e. the first global Internet players, which led to the collapse or loss of value of many global Internet platforms through the creation and bursting of a speculative bubble. The second crisis described below was related to the collapse of Lehman Brothers, a leading US bank, and the US housing crisis. In the above case, both supply and concealment of information in the public sphere could be observed. The last crisis described is the crisis related to the SARS-COV2 pandemic, in which dis- and mis- information activities proved to be crucial. (shrink)

With the advent of the cloud computing era, big data technology has also developed rapidly. Due to the huge volume, variety, fast processing speed and low value density of big data, traditional data storage, extraction, transformation and analysis technologies are not suitable, so new solutions for big data application technologies are needed. However, with the development of economic theory and the practice of market economy, some links in the industrial chain of natural monopoly industries already have a certain degree of (...) competitiveness. In this context, the article conducts a research on the anti-monopoly supervision mode of platform economy based on big data and sentiment analysis. This paper introduces the main idea of MapReduce, the current software implementation specifies a Map function that maps a set of key-value pairs into a new set of key-value pairs. It specifies a concurrent Reduce function that guarantees that each of all mapped key-value pairs share the same set of keys. establishes a vector space model, and basically realizes the extraction of text emotional elements. It introduces the theoretical controversy of antitrust regulation of predatory pricing behavior of third-party payment platforms, and conducted model experiments. The experimental results show that the throughput of 40 test users in 1 h of test is determined by two factors, QPS and the number of concurrent, where QPS = 40/ transactions/second. The time for each test user to log in to the system is 10 min, and the average response time is 10*60 s, then the number of concurrency = QPS*average response time = 40/*10*60 = 6.66. This paper has successfully completed the research on the anti-monopoly supervision model of platform economy based on big data and sentiment analysis. (shrink)

In traditional sectors, the intervention of private parties in the regulatory system tends to be justified by their enhanced expertise, government cuts or efficiency gains. In the sharing economy (e.g., home-sharing services offered by Airbnb), quality control and regulatory tasks (e.g., inspections) are to, a great extent, informally delegated to online platforms and peer-to-peer communities that rate and review performance. These communities consist of users that do not have more than their personal experience and the guidance of online platforms to (...) underpin their assessments. Existing literature has extensively criticized the reliability of these online reputational mechanisms, but it has overlooked other far-reaching effects of outsourcing regulatory tasks to private parties. This Article offers a more complete analysis of the regulatory value of online reputation. I argue that reputational mechanisms have the potential of creating democratic spaces where users can provide unique, regular, and first-hand insights that would otherwise be disregarded in a traditional regulatory system. Nevertheless, in their current form, these mechanisms still offer inadequate protection to the public values that typically underlie the regulation of certain services. This Article explains this problem by comparing the protection of public values in the sharing economy to that of traditional regulated sectors. This Article contributes to the literature by reflecting on whether the sharing economy is inviting us to rethink the broader involvement of citizens in the protection of public values and the challenges thereof. It suggests a framework to improve online reputational mechanisms and a better dialogue between traditional regulation and online reputation. (shrink)

Unprecedented levels of access to adolescents' time and attention provide opportunities to convert traditional character and socioemotional competencies interventions into behavioral intervention technologies. However, these new tools must be evaluated rather than assuming previously validated activities will be efficacious when converted to a mobile platform. Thus, we sought to design and provide initial data on the effectiveness of the CharacterMe smartphone app to build self-control and patience, which are built on underlying social-emotional regulation competencies, in a sample of (...) 618 adolescents. We also sought to examine whether framing the app activities as having a transcendent rather than instrumental purpose would increase engagement and change in self-control, patience, and emotion regulation. Finally, we tested the impact of framing activities as building strengths vs. fixing weaknesses. Results highlight the difficulty of translating psychological interventions to behavioral intervention technologies. Overall, the CharacterMe smartphone app was unsuccessful in increasing self-control, patience, or emotion regulation in adolescents, with analyses showing no significant mean changes over time. Framing conditions and user engagement were largely not significant predictors of change in self-control, patience, and emotion regulation. (shrink)

Background: Serious games have shown positive results in increasing motivation, adherence to treatment and strengthening the therapeutic alliance in multiple psychiatric disorders. In particular, patients with impulse control disorders and other disorders in which the patient suffers from inhibitory control deficits have been shown to benefit from serious games.Aim: The aim of this study was to describe the characteristics and to evaluate the usability of a new serious videogame, e-Estesia. This serious videogame was designed to improve emotion regulation in (...) patients with gambling disorder. Preliminary results from a pilot sample are also reported.Method: A pilot sample of 26 patients undergoing treatment for GD was recruited. Participants used e-Estesia on a tablet, which was connected to a thoracic band that sent heart rate and heart rate variability data to the videogame platform in order to provide biofeedback. The System Usability Scale was completed by patients to determine the usability of e-Estesia.Results and Discussion: e-Estesia performed comparatively well for all the explored groups. Around 84.6% of the patients endorsed that it was easy to use. Female patients with GD presented higher HRV during the use of the serious videogame compared to men. (shrink)

Peer Assessment is a potentially promising pedagogical approach for enhancing the e-learning and supporting student self-regulated learning. The purpose of this paper is by reviewing the research on current trends on the use of ICT in Education, in particular on peer assessment in e-learning, to propose a new peer assessment methodology using the social media platforms in the digital environment. We conclude that a blended approach is more suitable as it is not possible to have a fully automatic peer assessment (...) methodology. The proposed online model needs to be subject of particular careful monitoring and evaluation from teachers. (shrink)

Students experience different levels of autonomy based on the mediation of self-regulated learning, but little is known about the effects of different mediation technologies on students' perceived SRL strategies. This mixed explanatory study compared two technology mediation models, Icourse and Icourse+Pigai, with a control group that did not use technology. A quasi-experimental design was used, which involved a pre and post-intervention academic writing test, an SRL questionnaire, and one-to-one semi-structured student interviews. The aim was to investigate 280 Chinese undergraduate English (...) as a foreign language students' academic writing performance, lexical complexity, and perceptions of self-regulated strategies in academic writing. One-way ANCOVA of writing performance, Kruskal-Wallis test of lexical complexity, ANOVA of the SRL questionnaire, and grounded thematic content analysis revealed that, first, both Icourse and Icourse+Pigai provided significant support for the development of SRL strategies vs. the control group, although there was no significant difference between the two groups. Second, Icourse+Pigai-supported SRL was more helpful for improving students' academic writing performance because it enabled increased writing practice and correction feedback. Third, Icourse+Pigai-supported SRL did not significantly improve students' lexical complexity. In conclusion, we argue that both learning management systems and automated writing evaluation platforms may be used to assist students' SRL learning to enhance their writing performance. More effort should be directed toward developing technological tools that increase both lexical accuracy and lexical complexity. We conclude that the technical tools used in this study were positively connected to the use of SRL techniques. However, when creating technologically mediated SRL activities, students' psychological study preferences should be considered. (shrink)

Higher education in the 21st century faces the challenge of changing the way in which knowledge is conveyed and how teachers and students interact in the teaching-learning process. The current pandemic caused by SARS-CoV-2 has hastened the need to face up to this challenge and has furthered the need to approach the issue from the perspective of digitalisation. To achieve this, it is necessary to design training programmes geared towards teaching staff and which address both the use of technology and (...) instructional design aimed at promoting the development of self-regulated learning and automatic feedback systems. In this study, work was carried out with 23 teachers in a training programme conducted through Moodle. The aims were: to test whether there were any significant differences between the behaviour patterns of new teachers compared to experienced teachers, to determine whether clusters of behaviour patterns corresponded to the type of teacher and to ascertain whether the level of teacher satisfaction with the training activity in digital teaching will depend on the type of teacher. A quantitative as well as a qualitative design was applied. Differences were found in the behaviour patterns in the training activities for the development of rubrics and use of learning analytics systems in virtual learning environments. It was also found that the type of teacher did not correspond exactly to the behaviour cluster in the learning platform. In addition, no significant differences were found in the level of satisfaction between the two kinds of teacher. The main contribution this study makes is to provide a detailed description of the training stage as well as the materials required for its repetition. Further analytical studies are required on teacher perception of training programmes in digital teaching in order to provide personalised training proposals that lead to an effective use of teaching in digital environments. (shrink)

"The development of modern diagnostic neuroimaging techniques led to discoveries about the human brain and mind that helped give rise to the field of neurolaw. This new interdisciplinary field has led to novel directions in analytic jurisprudence and philosophy of law by providing an empirically-informed platform from which scholars have reassessed topics such as mental privacy and self-determination, responsibility and its relationship to mental disorders, and the proper aims of the criminal law. Similarly, the development of neurointervention techniques that (...) promise to deliver new ways of altering people's minds creates opportunities and challenges that raise important and rich conceptual, moral, jurisprudential, and scientific questions. The specific purpose of this volume is to make a contribution to the field of neurolaw by investigating the legal issues raised by the development and use of neurointerventions "--. (shrink)

In recent decades, more and more research has been conducted on the competencies of educators in improving the role of technology in academic activities. These competencies are based on a clear platform of technological knowledge, together with the recognized aspects of vast pedagogical knowledge and rich content knowledge. In such a modern era, the knowledge of technology, pedagogy, and content knowledge is quite vital in getting the educators ready to turn into qualified educators to cope with the difficulties of (...) the 21st-century. Moreover, it is considered that self-regulation is a significant factor in English as a Foreign Language educators’ learning and professional development. In line with the literature, nurturing and boosting self-regulated learning capabilities assist individuals to gain complicated knowledge and manage challenging problems in the process of teaching. Consequently, this review makes an effort to inspect teachers’ TPACK growth by enhancing their SRL capabilities in the process of technology-based instruction. In a nutshell, the implications of the present review were presented together with suggestions. (shrink)

The 2010s were a golden age of information privacy research, but its policy accomplishments tell a mixed story. Despite significant progress on the development of privacy theory and compelling demonstrations of the need for privacy in practice, real achievements in privacy law and policy have been, at best, uneven. In this chapter, I outline three broad shifts in the way scholars (and, to some degree, advocates and policy makers) are approaching privacy and social media. First, a change in emphasis from (...) individual to structural approaches. Second, increasing attention to the political economy of privacy—especially the business models of information companies, such as social media platforms. And third, a deeper understanding of privacy’s role in a healthy digital public sphere. (shrink)

Major online platforms deploy an array of policies and data-driven legislative and enforcement mechanisms, transforming economic, social, and technological powers into political might. While platforms use private law to legitimate the exercise of this form of power, the novel political relations and tools have a tremendous public impact, both on individuals’ and communities’ political freedom and on the public sphere. Digital rights literature that tends to focus on particular rights, such as privacy or freedom of expression, deals less with the (...) implications of platforms’ emerging political authority. The article addresses this lacuna by (1) analyzing the quasi-sovereign power of platforms, (2) mapping how this form of power disrupts political freedom and the public sphere, (3) revealing a theoretical trap that blocks existing attempts to address the threats and (4) developing a bottom-up approach to resolve this bind. The article proposes the creation of “Users Unions” – legal structures that create affordance for users to have a collective voice within platforms’ corporate governance and decision-making mechanisms. The proposed structural reform could mitigate the power disparities between users and online platforms and assist in respecting, protecting, and fulfilling users’ political rights. (shrink)

This open access contributed volume examines the ethical and legal foundations of (future) policies on recommender systems and offers a transdisciplinary approach to tackle important issues related to their development, use and integration into online eco-systems. This volume scrutinizes the values driving automated recommendations - what is important for an individual receiving the recommendation, the company on which that platform was received, and society at large might diverge. The volume addresses concerns about manipulation of individuals and risks for personal (...) autonomy. From a legal perspective, the volume offers a much-needed evaluation of regulatory needs and lawmakers’ answers in various legal disciplines. The focus is on European Union measures of platform regulation, consumer protection and anti-discrimination law. The volume will be of particular interest to the community of legal scholars dealing with platform regulation and algorithmic decision making. By including specific use cases, the volume also exposes pitfalls associated with current models of regulation. Beyond the juxtaposition of purely ethical and legal perspectives, the volume contains truly interdisciplinary work on various aspects of recommender systems. (shrink)

Crowdsourced regulation has been discussed to date by legal and social science scholars mainly in the context of legislation and rulemaking, without paying sufficient attention to non-legislative regulatory functions. This article provides a richer theory of crowdsourced regulation which extends to all regulatory functions, focusing on monitoring and enforcement. Regulatory agencies worldwide harness the power of the public using digital platforms to carry out monitoring and enforcement tasks in regulated markets and sectors. For example, agencies operate online complaint (...) databases that invite the public to report mistreatment of consumers and environmental nuisances by regulated firms. Agencies also publish information concerning corporate misbehavior to publicly shame companies into compliance. Crowdsourcing regulatory monitoring and enforcement can help minimize some prominent ailments of the regulatory task, such as poor resources, diminishing deterrence, declining legitimacy, and capture. It can also promote goals and values such as public participation, increased transparency, public trust in regulators, administrative efficiency, and effectiveness in achieving regulatory objectives. However, crowdsourcing regulatory monitoring and enforcement is subject to a new set of legal, administrative, and democratic failures that need to be acknowledged and addressed. The article develops a theory of crowdsourced regulation that supplies justifications and rationales for crowdsourced regulatory monitoring and enforcement, points out its main pitfalls, and normatively evaluates law and policy implications. (shrink)

SummaryMis‐regulation (e.g. overproduction) of the human Ndc80/Hec1 outer kinetochore protein has been associated with aneuploidy and tumourigenesis, but the genetic basis and underlying mechanisms of this phenomenon remain poorly understood. Recent studies have identified the ubiquitous Ndc80 internal loop as a protein‐protein interaction platform. Binding partners include the Ska complex, the replication licensing factor Cdt1, the Dam1 complex, TACC‐TOG microtubule‐associated proteins (MAPs) and kinesin motors. We review the field and propose that the overproduction of Ndc80 may unfavourably absorb (...) these interactors through the internal loop domain and lead to a change in the equilibrium of MAPs and motors in the cells. This sequestration will disrupt microtubule dynamics and the proper segregation of chromosomes in mitosis, leading to aneuploid formation. Further investigation of Ndc80 internal loop‐MAPs interactions will bring new insights into their roles in kinetochore‐microtubule attachment and tumourigenesis. (shrink)

Educational institutions increasingly rely on digital platforms to deliver content and learning, monitor attendance, communicate with stakeholders, and evaluate institutional performance. Despite the efficiency and accessibility gains they offer, digital platforms are powered by personal data which, through a process of datafication, can be used to track, monitor, and profile staff and students. The insights drawn from this data can be used to shape educational and professional futures. This article examines how datafication has become a social justice issue in education, (...) discussing the implications for well-being, decision-making, governance, and power in education. Using Hintz and colleagues framework for data justice, it applies and explores the three dimensions of data justice to the context of education, including: (1) infrastructures (2) regulation, and (3) informed and knowledgeable stakeholders. The paper discusses the unique challenges to achieving data justice in education and concludes by outlining the key questions for a future research agenda. (shrink)

As the multiple issues of the digital public sphere threaten our democracies and the cohesion of our societies, most attempts for a betterment of the digital networks and platforms revolve around a risk-response approach. This paper takes the opposite approach and develops a positive definition of the ideal ethical public sphere, combining normative features with original taxonomies. In view of defining common standards for a healthy digital public sphere, this paper offers an interdisciplinary literature review, and original recommendations, before discussing (...) potential leverages for implementing these changes. The suggested ethical normative features derive from a positive approach to the digital public sphere, as ideal common standards. Sustained by the underlying assumption that the composite landscape of the media ecosystem and its different layers (networks, platforms, users) cannot be steered by government regulations alone, the normative (deontological) approach serves to understand and justify the need for a normative approach, to help envision new pathways for an ethical transformation. (shrink)

The book titled The Collaborative Economy in Action: European Perspectives is one of the important outcomes of the COST Action CA16121, From Sharing to Caring: Examining the Socio-Technical Aspects of the Collaborative Economy that was active between March 2017 and September 2021. The Action was funded by the European Cooperation in Science and Technology - COST. The main objective of the COST Action Sharing and Caring is the development of a European network of researchers and practitioners interested in investigating the (...) collaborative economy models, platforms, and their socio-technological implications. The network involves scholars, practitioners, communities, and policymakers. The COST Action Sharing and Caring helped to connect research initiatives across Europe and enabled scientists to develop their ideas by collaborating with peers. This collaboration opportunity represented a boost for the participants’ research, careers, and innovation potential. The main aim of this book is to provide a comprehensive overview of the collaborative economy in European countries with a variety of its aspects for a deeper understanding of the phenomenon as a whole. For this reason, in July 2017, an open call for country reports was distributed among the members of the COST Action Sharing and Caring. Representatives of the member countries were invited to produce short country reports covering: definition of the CE; types and models of the CE; key stakeholders involved; as well as legislation and technological tools relevant for the CE. Submitted reports varied in length and regarding the level of detail included, in accordance with how much information was available in each respective country at the time of writing. Editors of the book have compiled these early reports into a summary report, which was intended as a first step in mapping the state of the CE in Europe. The Member Countries Report on the Collaborative Economy, edited by Gaia Mosconi, Agnieszka Lukasiewicz, and Gabriela Avram that was published on the Sharing and Caring website, represented its first synergetic outcome and provided an overview of the CE phenomenon as interpreted and manifested in each of the countries part of the network. Additionally, Sergio Nassare-Aznar, Kosjenka Dumančić, and Giulia Priora compiled a Preliminary Legal Analysis of Country Reports on Cases of Collaborative Economy. In 2018, after undertaking an analysis of the previous reports’ strengths and weaknesses, the book editors issued a call for an updated version of these country reports. Prof. Ann Light advised the editorial team, proposing a new format for country reports and 4000 words limit. The template included: Introduction, Definition, Key Questions, Examples, Illustration, Context, Developments, Issues, Other Major Players, and Relevant Literature. The new template was approved by the Management Committee in October 2018. The task force that had supported the production of the first series of country reports acted as mentors for the team of authors in each country. The final reports arrived at the end of 2018, bringing the total number of submissions to 30. A call for book editors was issued, and a new editorial team was formed by volunteers from the participants of the COST Action: Andrzej Klimczuk, Vida Česnuityte, Cristina Miguel, Santa Mijalche, Gabriela Avram, Bori Simonovits, Bálint Balázs, Kostas Stefanidis, and Rafael Laurenti. The editorial team organized the double-blind reviews of reports and communicated to the authors the requirements for improving their texts. After reviews, the authors submitted updated versions of their country reports providing up-to-date interdisciplinary analysis on the state of the CE in 2019, when the reports were collected. During the final phase, the chapters were again reviewed by the lead editors together with all editorial team members. At the time, the intention was to update these reports again just before the end of the COST Action Sharing and Caring in 2021 and to produce a third edition. However, the COVID-19 pandemic changed these plans. Thus, this final volume was created by 82 scholars-editors and contributors-and consists of reports on 27 countries participating in the COST Action. M4 - Citavi. (shrink)

Much has been written on the ability of sharing platforms to affect market conditions. In this research we focus on another piece of the puzzle, which is often overlooked but can play a significant role in shaping market structure and conduct: the users of the platform – whether suppliers or consumers (hereinafter jointly or severally: “the crowd”). As will be shown, the power of the crowd can both positively and negatively affect social welfare. Accordingly, this paper seeks to recognize (...) the effects of crowd power and to identify both market-based as well as regulatory solutions to increase its welfare-increasing qualities, while reducing its negative ones. To do so, the study develops in a three stages. The first part explores the welfare effects of the sharing economy on the crowd. This serves as a basis for the second part, which focuses on the role of the crowd in shaping sharing platform markets. The third part then explores the potential role, as well as the limitations, of regulation in ensuring that crowd actions increase welfare. As will be shown, the current legal framework which regulates crowd actions might limit the realization of some of the potential positive effects of social platforms. In particular, new thinking might be needed with regard to rules regulating the use of crowd power to counteract a dominant sharing platform’s market power. (shrink)

Technology scholars and journalists have recently called attention to digital platforms’ and devices’ ability to influence users based on their present moods, stress level, hunger, and other transient features. For them, such influence based on users’ present status – what the chapter calls “real-time profiling” – is not only a clear form of wrongful manipulation but also online manipulation’s future. The chapter aims to explain what makes real-time profiling wrong (when wrong) and discusses problems associated with its regulation. After (...) explaining what real-time profiling consists in and showing that it can be presumed to be a form of manipulation, the chapter argues that real-time profiling is wrong both because the profiler psychologically hijacks profiled subjects and because it works as a gateway to further wrongs. Towards the end, the chapter discusses some implications of the proposed account for the legal regulation of online manipulative technologies like real-time profiling. It is argued that existing legal frameworks are not fine-grained enough to deal with the wrongs associated with real-time profiling and related forms of online manipulation. (shrink)

Although the employment situation of disabled people has widely been identified as in need of improvement, progress in this area remains slow. While some progress has been made in including the physically or sensory disabled in the workplace, other types of disability have been largely neglected. This applies particularly to disabled workers in atypical employment, such as those whose workplace is the Digital Economy. In this article, we discuss the case of disabled app developers as a significant example of how (...) the current regulatory framework fails to be inclusive in its attempts to protect the rights of disabled Digital Economy workers. We identify two problems that are at the heart of this: first, a continuing failure to collect relevant and comprehensive data on disability, and second, a lack of accountability towards disabled workers in atypical employment. Consequently, we call for better data collection and argue for urgent policy changes to close the existing accountability gap. (shrink)

Internet companies place a high priority on the safety of their services and on their corporate social responsibility towards protection of all users, especially younger ones. However, such efforts are undermined by the large numbers of children who circumvent age restrictions and lie about their age to gain access to such platforms. This paper deals with the ethical issues that arise in this not-so-hypothetical situation. Who, for instance, bears responsibility for children’s welfare in this context? Are parents/carers ethically culpable in (...) failing to be sufficiently vigilant or even facilitating their children’s social media use? Do industry providers do enough to enforce their own regulations and remove those users they know to be underage? How far does a duty of care extend? Regulation of age restrictions has, it is argued, created unintended consequences that heighten online dangers for young people. While children are inevitably drawn to new online spaces for entertainment and fun, should their rights to participate in the social world around them be curtailed to ensure their best interests and those of the wider community? Such questions now pose significant practical and ethical dilemmas for policy makers and other stakeholders involved in internet governance. It especially highlights the question of responsibility for protection of minors online and calls into question whether the current model of shared responsibility is working. (shrink)

The emergence of new platforms for public communication, public deliberation, and public action presents new possibilities for forming, organizing, and mobilizing public bodies, which invite philosophical reflection concerning the standards we currently look to for coordinating public movements and for evaluating their effects. Developing a broad understanding of public philosophy, this article begins with the view of philosophy and intellectual freedom articulated in Kant's publicly oriented writings. We then focus on the power of philosophical discourse to form and further articulate (...) public bodies. Drawing on Dewey's work, we discuss the role of philosophical discourse in the articulation of publics into self-regulated, sovereign entities. We conclude with an account of how publishing itself might come to play an important role in the practice of public philosophy in a digital age. (shrink)

The evolution of a variety of important chromophore‐dependent biological processes, including microbial light sensing and mammalian color vision, relies on protein modifications that alter the spectral characteristics of a bound chromophore. Three different color opsins share the same chromophore, but have three distinct absorptions that together cover the entire visible spectrum, giving rise to trichromatic vision. The influence of opsins on the absorbance of the chromophore has been studied through methods such as model compounds, opsin mutagenesis, and computational modeling. The (...) recent development of rhodopsin mimic that uses small soluble proteins to recapitulate the binding and wavelength tuning of the native opsins provides a new platform for studying protein‐regulated spectral tuning. The ability to achieve far‐red shifted absorption in the rhodopsin mimic system was attributed to a combination of the lack of a counteranion proximal to the iminium, and a uniformly neutral electrostatic environment surrounding the chromophore. (shrink)

Can private companies legitimately regulate sharing markets, and if yes, how? Whereas scholars have either criticized sharing platforms for expanding into private and public arenas or welcomed them to counterbalance encroaching government regulations, studies document their unbridled popularity. On the basis of a special version of social contracts theory pioneered by James Buchanan, we develop a heuristics that helps guide reasoning about the legitimacy of the sharing economy’s regulatory function. First, we discuss the conditions under which free and responsible individuals (...) deliberately subject themselves to rules without their prior direct participation, that is, exit, voice, and constitutional limits. Second, we suggest sharing platforms can use novel ordo-responsibilities to establish a sharing constitution that takes these conditions into account. Third, we argue that sharing platforms can legitimately do so within an enabling institutional environment in society, the provision of which relies on the joint efforts of sharing platforms, political actors, and civil society. (shrink)

Transcriptional networks regulate cell fate decisions, which occur at the level of individual cells. However, much of what we know about their structure and function comes from studies averaging measurements over large populations of cells, many of which are functionally heterogeneous. Such studies conceal the variability between cells and so prevent us from determining the nature of heterogeneity at the molecular level. In recent years, many protocols and platforms have been developed that allow the high throughput analysis of gene expression (...) in single cells, opening the door to a new era of biology. Here, we discuss the need for single cell gene expression analysis to gain deeper insights into the transcriptional control of cell fate decisions, and consider the insights it has provided so far into transcriptional regulatory networks in development. (shrink)

This paper argues that social media companies’ power to regulate communication in the public sphere illustrates a novel type of domination. The idea is that, since social media companies can partially dictate the terms of citizens’ political participation in the public sphere, they can arbitrarily interfere with the choices individuals make qua citizens. I contend that social media companies dominate citizens in two different ways. First, I focus on the cases in which social media companies exercise direct control over political (...) speech. They exercise quasi-public power over citizens because their regulation of speech on social media platforms implies the capacity to arbitrarily interfere with citizens’ democratic contestation in the political system. Second, companies’ algorithmic governance entails the capacity to interfere with citizens’ choices about what mode of discursive engagement they endorse in their relationships with fellow citizens. By raising the cost of deliberative engagement, companies narrow citizens’ choice menu. (shrink)

This paper argues that instituting Citizen Boards of Governance (CBGs) is the optimal strategy to democratically contain Big Tech’s algorithmic powers in the digital public sphere. CBGs are bodies of randomly selected citizens that are authorized to govern the algorithmic infrastructure of Big Tech platforms. The main advantage of CBGs is to tackle the concentrated powers of private tech corporations without giving too much power to governments. I show why this is a better approach than ordinary state regulation or (...) relying on market mechanisms. My proposal follows from the critique of Big Tech’s concentrated powers, and explains how this justifies democratizing algorithms in the digital public sphere. My approach thus speaks to a core commitment in democratic theory: enhancing the autonomy of the public sphere from the centers of powers in modern societies, be it corporations or governments. (shrink)

The negative impacts of social media have given rise to philosophical questions around whether social media companies have the authority to regulate user-generated content on their platforms. The most popular justification for that authority is to appeal to private ownership rights. Social media companies own their platforms, and their ownership comes with various rights that ground their authority to moderate user-generated content on their platforms. However, we argue that ownership rights can be limited when their exercise results in significant harms (...) to others or the perpetration of injustices. We outline some of the substantive harms that social media platforms inflict through their practices of content moderation and some of the procedural injustices that arise through their arbitrary application of community guidelines. This provides a normative basis for calls to better regulate user-generated content on social media platforms. We conclude by considering some of the political and legal implications of our argument. (shrink)

The rapid expansion of Big Tech companies into various societal domains (e.g., health, education, and agriculture) over the past decade has led to increasing concerns among governments, regulators, scholars, and civil society. While existing theoretical frameworks—often revolving around privacy and data protection, or market and platform power—have shed light on important aspects of Big Tech expansionism, there are other risks that these frameworks cannot fully capture. In response, this editorial proposes an alternative theoretical framework based on the notion of (...) sphere transgressions, which draws on political philosopher Michael Walzer's theory of justice. The editorial not only introduces the sphere transgressions framework, but it also highlights its potential to generate novel research questions. Furthermore, this editorial introduces eight articles and one commentary from a group of interdisciplinary scholars that critically examine Big Tech expansionism by reflecting on this expansionism from the perspective of different societal spheres or by engaging with the sphere transgressions framework itself. (shrink)