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This chapter evaluates the efficacy of Emulated Guardians, focusing on the EU’s out-of-court dispute settlement bodies (ODSs) and Meta’s Oversight Board, using criteria adapted from Peter Cane’s administrative law framework: rules, authority, and culture. It argues that neither body currently functions as a truly effective adjudicatory overseer of corporate power due to weak mandates and structural limitations. These shortcomings reflect a broader challenge of emulative institutions: they replicate formal structures from public law but lack the enabling sociopolitical contexts—such as democratic rulemaking or judicial authority—that underpin their role models. However, the chapter also identifies the performative potential of these bodies. By leveraging adjudicative symbolism and public expectations, both ODSs and the Oversight Board can incrementally expand their normative authority. This process, while slow and fraught, mirrors historical adjudicative strategies seen in domestic and international courts. Moreover, early practices show potential for innovation, such as integrating large language models into decision-making. By analyzing rules, authority, and culture, the chapter highlights the ambivalence of Emulated Guardians: while they risk becoming ceremonial “accountability theater,” they may also lay the groundwork for meaningful control over powerful private organizations. These findings have implications far beyond content moderation, applying to emerging governance challenges in AI, biotechnology, and other globalized sectors.
This article argues that the formation of a topological structure in the Luso-American postal system from 1800 to 1820 produced a form of spacetime compression: a temporal acceleration in communications achieved by the shrinking of distances and intensification of flows. This acceleration was closely tied to a revolutionary context that heightened the urgency of political communications. In particular, reforms prompted by the Portuguese throne’s migration to America instigated significant changes in postal networks. Drawing on a range of legal and administrative documents, letters, almanacs, and newspapers, the study highlights the expansion, diversification, and regularization of the network. It further underlines the links between communication infrastructure and social experiences of space and time, suggesting that a comprehensive postal network fostered a global experience of accelerated time. Using digital cartography alongside other sources, the article contends that the spatial dimension of modern accelerated temporality is rooted in topological space.
Television’s historical arc begins with its early years or “network era” when a handful of broadcasting channels and key companies dominated. American TV quickly adapted radio and movie strategies, saturating American homes by the 1960s. It created a shared national culture both through its storytelling and its function as a source of news information. But things in the 1980s shifted during the cable/satellite era when programming or “niche marketing” targeted narrower groups shaped by their interests, language, or social factors across dozens of channels. Television transformed again during the era of the Internet and subscription streaming. Its evolution from mass to micro audiences, from scheduled to on-demand experiences, and from domestic to international viewers has changed what was commercially viable, allowing for greater diversity across sexuality, race, ethnicity, and class lines. Throughout its production and reception changes, though, American TV has been a key cultural storyteller.
The Roman economy was based on agricultural production that fed large cities such its capital Rome. One of the key elements was the transport connection of those small farms and villae to local and interprovincial markets reaching destinies in a short time and with relatively low costs: This chapter attempts to explain how Romans managed to do so.
From social networks to biological systems, networks are a fundamental part of modern life. Network analysis is increasingly popular across the mathematical, physical, life and social sciences, offering insights into a range of phenomena, from developing new drugs based on intracellular interactions, to understanding the influence of social interactions on behaviour patterns. This book provides a toolkit for analyzing random networks, together with theoretical justification of the methods proposed. It combines methods from both probability and statistics, teaching how to build and analyze plausible models for random networks, and how to validate such models, to detect unusual features in the data, and to make predictions. Theoretical results are motivated by applications across a range of fields, and classical data sets are used for illustration throughout the book. This book offers a comprehensive introduction to the field for graduate students and researchers.
Ignatius Sancho’s correspondents spanned the British Empire, from India to the Caribbean and North America. One of the earliest reviewers of the posthumous publication of Sancho’s Letters in 1782 remarked that “Sancho may be styled—what is very uncommon for men of his complexion, A man of letters. His commerce with the Muses was supported amid the trivial and momentary interruptions of a shop.” The publication of Sancho’s correspondence revealed him to also be a lettered man. The contents and style of his writings demonstrate that he was truly a man of letters in every sense of the phrase. The demographic, geographic, and social diversity of Sancho’s correspondents ultimately substantiates the observation he made to Margaret Cocksedge on July 31, 1775: “I have lived with the great—and been favoured by beauty.”
Chapter 15 provides a biographical analysis of Manley O. Hudson’s role as a networker between the League of Nations and American elites during the interwar period. As a professor at Harvard Law School, Hudson played a pivotal role in advancing the League’s agenda in the United States. Through his extensive travels and engagements with American elites, Hudson circulated information, offered advice, and forged connections that helped to shape the American perspective on international law. The chapter examines how Hudson’s life and profession shaped his development into a prominent figure in a transatlantic network formed around the League of Nations system. Drawing on Hudson’s private papers and other archives, the chapter situates his intellectual and professional work within its social and historical context. By exploring Hudson’s intersecting roles as practitioner, advocate, and academic, we gain insight into his evolution as a leading American international lawyer. This examination allows us to understand the self-perception and worldview of one of the key figures in the development of international law and the complex relationship between the League and the United States. The chapter contributes to the trend in international and transnational history that uses biography to portray transnational spaces and experiences beyond national frameworks.
Edited by
Latika Chaudhary, Naval Postgraduate School, Monterey, California,Tirthankar Roy, London School of Economics and Political Science,Anand V. Swamy, Williams College, Massachusetts
The chapter examines how India’s emergence as the world’s largest source of international migrants has affected its economy. It first provides a brief framework to understand international migration’s economic effects, arguing that these depend on selection and sorting effects inherent in migration: who goes, how many go, where they go, why they go and how many return. It then examines the different mechanisms and magnitudes of these effects through different types of financial flow via both the current account (remittances) and the capital account (bank deposits, bonds, FDI), via the network effects of the diaspora on trade and via human capital effects due to a ‘brain drain’. It concludes by arguing that the economic effects of migration on India have depended primarily on factors within India. People leave for a reason and will invest only if it makes financial sense to do so.
This article challenges the traditional view of the linear causality of technological globalization in the history of modern predictive meteorology. According to this linear narrative, telegraphy, by enabling near-instantaneous communication over vast distances, was the causa efficiens that directly and inevitably produced large-scale weather forecasting. However, the role of Jesuit scientists in East Asia as pioneers of cyclone warning systems not only demonstrates that the linear narrative is too simple but invites a rigorous examination of the relationships between prior knowledge networks and technological infrastructures. This article contends that the expansion of technological networks does not inexorably imply the expansion of knowledge networks. There was not, therefore, a unidirectional causal relationship but a concomitant two-way interaction; that is, there was a coextension of knowledge and technological networks, where both Jesuit scientists and telegraph companies benefited from each other and shared common goals confronting a global threat—cyclones. This offers a new perspective not only on the history of meteorological services but also of science globalization.
Partisan preferences usually stand out as the major driving force behind voters' expectations about election outcomes. Apart from partisan preferences, however, purely individual‐level factors appear to be only weakly associated with forecasting ability. Some studies argue that we need to move from the strictly personal sphere to the interpersonal one to better understand the underpinnings of individuals' forecasting ability. This paper leverages data from 77 elections at the district, municipal, regional, and/or national levels in 10 different countries to assess the impact of social networks and social interactions on the accuracy of citizens' electoral expectations. The results cast doubt on the capacity of social interactions to influence citizens' forecasting skills.
The FIND Integrated Biobank (FIB) network was established to address long-standing barriers in translational research, diagnostic development, and pandemic preparedness, particularly in low- and middle-income countries (LMICs). This article presents the FIB network as an innovative, contract-based model for equitable biobanking partnerships that support rapid, quality-assured access to clinical biospecimens for translational research and diagnostic evaluations. The FIB model offers a replicable and scalable approach to global diagnostic research and preparedness, anchored in equitable, legally binding partnerships. It advances the goals of the WHO Pandemic Agreement and provides a practical pathway for integrating LMIC institutions into global translational research ecosystems.
This paper aims to study the characteristics of the Social Impact Investment (SII) market in the absence of its enablers. After the first SII convention in 2007, SII practices have been diffusing especially in the Anglo-Saxon countries, which are often referred to as the pioneers in this field. In these countries, SII markets are small but rather advanced in comparison with the rest of the world, and some remarkable cases, such as the launch of the first social impact bond or the establishment of impact funds, have been taken as a reference model worldwide. The final result is an Anglo-Saxon paradigm for SII, which inspires the debate in other countries. The term “paradigm” refers to the presence of some factors that helped the development of the SII market, such as the commitment of highly capitalized foundations, the birth of specialized intermediaries and the endorsement of the state. However, the extent to which the absence of these facilitating factors prevent the SII diffusion or if an alternative to the Anglo-Saxon paradigm can exist is still a question, at the base of this paper. Thus, the objective of this research is to analyse who can play a role in the SII development and how players organize in such circumstances. The study looks at the Italian scenery, through the lens of the network theory. Results show that organizations do not renounce to SII and can play several roles to catalyse the market, using different collaborative configurations.
The purpose of this paper is to demonstrate and explain how a Norwegian voluntary, faith-based organization—the Gospel Centre of Norway (Pinsevennenes Evangeliesenter)—successfully substituted a “network” for “market” strategy vis-à-vis the public sector in order to obtain organizational legitimacy and financial security. During the first decade of its existence it obtained a unique position in its relationship with the state, as a separate item in the budget of the Ministry of Health and Social Affairs. The organization operates in the field of substance abuse rehabilitation, i.e., in a situation where instrumental effectiveness is difficult to assess. In such a situation ritual or other institutional criteria may replace effectiveness criteria and impression management is shown to be a successful strategy. Attention is paid to the relevant environmental conditions under which this organizational change of strategy was successful.
Health Technology Assessment (HTA) informs resource allocation and policy decisions, particularly to achieve Universal Health Coverage (UHC). Recognizing the increasing demand for evidence-informed decision-making, the HTAsiaLink network was established in 2011 as a regional platform to strengthen individual and institutional capacity in HTA research and facilitate the integration of HTA evidence into policy decisions across the Asia-Pacific.
Over the years, HTAsiaLink has expanded to over fifty members from twenty economies. In 2024, a structured strategic planning process was undertaken to ensure its continued growth and strengthen its impact on HTA development and implementation. This process involved a targeted review of strategic plans from international networks, alongside comprehensive member engagement, to develop a data-driven and adaptable plan responsive to the evolving healthcare landscape and member needs. As a result, five strategic priorities, corresponding action items, and success indicators were identified.
This commentary outlines the needs and processes involved in developing the network’s first-ever strategic plan, emphasizing the critical role of member engagement in shaping its future direction. We believe that this experience offers transferable insights for other HTA networks, particularly those operating in low- and middle-income country contexts, on the collaborative development of strategic plans that are responsive to shared objectives, accommodate varying institutional capacities, and align with regional priorities.
Many empirical systems contain complex interactions of arbitrary size, representing, for example, chemical reactions, social groups, co-authorship relationships, and ecological dependencies. These interactions are known as higher-order interactions, and the collection of these interactions comprise a higher-order network, or hypergraph. Hypergraphs have established themselves as a popular and versatile mathematical representation of such systems, and a number of software packages written in various programming languages have been designed to analyze these networks. However, the ecosystem of higher-order network analysis software is fragmented due to specialization of each software’s programming interface and compatible data representations. To enable seamless data exchange between higher-order network analysis software packages, we introduce the Hypergraph Interchange Format (HIF), a standardized format for storing higher-order network data. HIF supports multiple types of higher-order networks, including undirected hypergraphs, directed hypergraphs, and abstract simplicial complexes, while actively exploring extensions to represent multiplex hypergraphs, temporal hypergraphs, and ordered hypergraphs. To accommodate the wide variety of metadata used in different contexts, HIF also includes support for attributes associated with nodes, edges, and incidences. This initiative is a collaborative effort involving authors, maintainers, and contributors from prominent hypergraph software packages. This project introduces a JSON schema with corresponding documentation and unit tests, example HIF-compliant datasets, and tutorials demonstrating the use of HIF with several popular higher-order network analysis software packages.
This chapter takes two issues – the affective energies of populist strategy, and the new problems of transacting politics in the first era of mass representative democracy, mass literacy, and mass media – as its starting point. One response attaches to the word ‘friend’, which circulates as a refrain through a vast archive of works by and about radical politics in the late nineteenth and early twentieth centuries. It is axiomatic to say that ‘the people’, despite its apparently universalist claims, is wielded as a language of inclusion and exclusion. But what is at stake when addressing a populace of ‘friends’ and using ‘friendship’ as a tool for mass rhetorical appeal? This chapter traces friendship as a populist form in radical political culture, where political identity emerges from available opportunities to assemble through a staging of sociable encounters; taking the Arbeter Fraint anarchist group as the case study allows this chapter to examine the embodied material contexts within which radical ideas emerged and through which they were put into circulation in the late nineteenth and early twentieth centuries.
Political ideology has regained prominence in political science and psychology. On the one hand, most of the literature recognizes that ideology is not characterized by a single dimension. On the other hand, recent scholarship has returned to Converse's classic conceptualization of ideology as a belief system: a network of interconnected political beliefs. Using survey data collected after the 2022 Italian general elections, I examine the dimensionality of political attitudes and compare latent and network conceptualizations. Results confirm that Italian political attitudes are bidimensional, and that a partial correlation network model captures their structure very well. I then apply Correlational Class Analysis to identify three distinct belief system types. Political orientations (left-right self-placement and vote) emerge as the strongest individual-level predictors of class membership. I explain these findings through an extension of Converse's theory: while he argued that belief systems primarily vary in tightness (internal consistency), I show that conflicting partisan cues might foster low belief consensus: disagreement over which attitudes should be held together.
Chapter 4 looks at the strengthening of Indigenous networks in the sertão in the Lower Amazon, especially around the Tapajós and Trombetas rivers. Here missions acted as gateways to the deep multi-ethnic forest networks in Amerindian territories where more slaves and converts could be found, and where people were recruited to work on canoes to collect cacao and the drugs of the hinterlands. In these regions, long standing networks between Indigenous societies had alternated between alliance and peace and war and enslavement. Colonial agents were added as new players in the complex set of relations that linked Belém and the sertão. Sometimes the shift of relations led to the strengthening of Amerindian networks, such as in the south bank areas. The reconfiguring of networks led to the reconstitution of the riverbanks and the creation of the hinterland; each region was different according to local dynamics that spawned singular cultural and social situations.
This chapter discusses the emotional brain from a brain networks perspective, which contrasts with attempts to assign a unique or emotion-specific role to individual brain regions engaged in emotion phenomena. Here, the emphasis will be on the collective function of coalitions of brain areas that carry out functions that are often considered important for emotion. We will call these coalitions “networks” or “circuits” interchangeably. Brain networks/circuits are composed of both cortical and noncortical regions. Brain regions carry out one or more processes (“computations”), and the degree to which they can be functionally specialized is a matter of much debate. As our emphasis will be on networks/circuits, we will focus mostly on how brain regions contribute to overall functions. We consider fear and related phenomena, such as anxiety, as illustrative examples given the extensive literature across species in this area.
Pain is a complex experience that includes physical sensations and emotional responses. Research has shown that the central nervous system plays a significant role in how we experience pain. In this chapter, we review the current understanding of the neuroscience of pain, with a particular emphasis on pain processing in the brain. We cover early theories that emphasized the brain’s role in integrating and modulating pain, as well as modern approaches that view pain as distributed processing in the brain. We also introduce functional and computational frameworks for understanding the sensory and motivational aspects of pain and discuss various factors that contribute to the multidimensional nature of pain. The future direction of the study of pain neuroscience includes a deep sampling of subjective pain experience and the use of generative models.