The ability of an agent to overcome limitations caused by complexity can be identified with intelligence. Yet, the study of complexity is dominated by the issues not really associated with authentic intelligence. In search of the methods to overcome limitations of complexity it is necessary to find a sufficiently general conceptual framework for its study, to identify its characteristics and sources, and then to explore alternatives to the currently used methods. The present paper is using for this purpose the (...) conceptual framework of information, its integration, and dynamics developed by the author in his earlier publications. Using this framework, complexity is characterized in both quantitative and qualitative ways, and in both static and dynamic perspectives. The main objective is to propose an approach to transcending limitations of complexity through reverse engineering of the effectiveness in overcoming complexity by natural, living organisms. Since the most striking characteristic of life is its hierarchic organization, the use of multi-level hierarchic information systems in information processing is explored. Theoretical design of such multi-level systems becomes possible with the use of generalized Turing machines as components performing concurrent computation on all levels of the hierarchy. (shrink)

Bank customers are not financial experts, and yet they make high-stakes decisions that can substantively affect personal wealth. Sooner or later, every individual has to take relevant investment decisions. Using data collected from financial advisors, bank customers and university students in Italy, this paper aims to reveal new insights about the decision processes of average non-expert investors: their investment goals, the information sets they consider, and the factors that ultimately influence decisions about investment products. Using four portfolio choice tasks (...) based on data collected directly from financial advisors and their clients, we find that most subjects used a limited set of information, ignoring factors that conventional economic models usually assume drive investor behavior. Furthermore, we suggest that non-compensatory decision-tree models, which make no trade-offs among investment features, are parsimonious descriptions of investor behavior useful for improving the organization of financial institutions and in policy contexts alike. (shrink)

Bermúdez argues that framing effects are rational because particular frames provide goal-consistent reasons for choice and that people exert some control over the framing of a decision-problem. We propose instead that these observations raise the question of whether frame selection itself is a rational process and highlight how constraints in the choice environment severely limit the rational selection of frames.

In this study, we used a word search puzzle paradigm to investigate age differences in the rate of information gain and the cues used to make patch-departure decisions in information foraging. The likelihood of patch departure increased as the profitability of the patch decreased generally. Both younger and older adults persisted past the point of optimality as defined by the marginal value theorem, which assumes perfect knowledge of the foraging ecology. Nevertheless, there was evidence that adults were (...) rational in terms of being sensitive to the change in RG for making the patch-departure decisions. However, given the limitations in cognitive resources and knowledge about the ecology, the estimation of RG may not be accurate. Younger adults were more likely to leave the puzzle as the long-term RG incrementally decreased, whereas older adults were more likely to leave the puzzle as the local RG decreased. However, older adults with better executive control were more likely to adjust their likelihood of patch-departure decisions to the long-term change in RG. Thus, age-dependent reliance on the long-term or local change in RG to make patch-departure decisions might be due to individual differences in executive control. (shrink)

Cowan's experimental techniques cannot constrain subject's recall of presented information to distinct independent chunks in short-term memory (STM). The encoding of associations in long-term memory contaminates recall of pure STM capacity. Even in task environments where the functional independence of chunks is convincingly demonstrated, individuals can increase the storage of independent chunks with deliberate practice – well above the magical number four.

Searching through semantic memory may involve the use of several retrieval cues. In a verbal fluency task, the set of available cues is limited and every candidate word is a target. Individuals exhibit clustering behavior as predicted by optimal foraging theory. In another semantic search task, the remote associates task, three cues are presented and a single target word has to be found. Whereas the task has been widely studied as a task of creativity or insight problem solving, (...) in this article, the RAT is treated as a semantic retrieval task and assessed from the perspective of information foraging theory. Experiments are presented that address the superadditive combination of cues and the anti-clustering behavior in the recall sequence. A new type of search behavior in the RAT is put forward that involves maximizing the difference in activation between target and distractors. This type of search is advantageous when the target is weak and cue patches are contaminated with strong competitors. (shrink)

Respect for autonomy has become a fundamental principle in human research ethics. Nonetheless, this principle and the associated process of obtaining informed consent do have limitations. This can lead to some groups, many of them vulnerable, being left understudied. This book considers these limitations and contributes through legal and philosophical analyses to the search for viable approaches to human research ethics. It explores the limitations of respect for autonomy and informed consent both in law and through the examination of (...) cases where autonomy is lacking (infants), diminished (addicts), and compromised (low socio-economic status). It examines alternative and complementary concepts to overcome the limits of respect for autonomy, including beneficence, dignity, virtue, solidarity, non-exploitation, vulnerability and self-ownership. It takes seriously the importance of human relationality and community in qualifying, tempering and complementing autonomy to achieve the ultimate end of human research - the good of humankind. (shrink)

The book brings into relief the variety of approaches and disciplines that have informed the quest for a theory of cognition. The center of interest are the historical, geographical, and theoretical peripheries of classic AI's mainstream research program. The twelve chapters bring back into focus the variety of strategies and theoretical questions that researchers explored while working toward a scientific theory of cognition and pre-cognition. The volume is organized in four parts, each one including three essays. The first one deals (...) with cybernetics, the approach that may be considered as the most important periphery of classic AI research. The second part focuses on the geographical periphery of AI research. It examines how the theories and techniques developed on AI's home ground were translated into countries with different cultures and traditions: Italy, France, and the Soviet Union. The third part focuses on AI's periphery understood in the cultural and historical meaning of the term. It contains essays that locate some of the central concepts of AI, like representation and computability, within a broader philosophical (Descartes, Aristotle, Leibniz) and technical background (programming theory and practice). The fourth and final part of the volume is focused directly on the limitation of Turing's classic computability theory and its possible alternatives, some of which were studied in the early years of AI's research (e.g. Ashby's re-entrant information model), while others have been intensely studied in recent times (quantum automata). (shrink)

International institutions are being transformed by the twinned appearance of new non-governmental organizations and new technologies. How do these processes co-evolve? If we were limited to three words to describe the new interactive technologies of the Web, we would highlight the following logics: link, search, interact. Whereas in other systems these logics are additive, on the Web they can be recombinatory. Search, for example, can be conducted based on the structure of links, leading to new patterns of (...) interaction, new links and new methods of search. Of greatest interest are the kinds of search where you don’t know what you’re looking for but will recognize it when you find it. In short, innovation is promoted by networked organizational forms. New technologies do not determine these innovative outcomes, but they can facilitate them. The article explores the prospect of shifts among NGOs from autarky to collaboration, and from information transmission to knowledge networks in the virtual public sphere. (shrink)

The widespread use of online search engines to answer the general public’s needs for information has raised concerns about possible biases and the emerging of a ‘filter bubble’ in which users are isolated from attitude-discordant messages. Research is split between approaches that largely focus on the intrinsic limitations of search engines and approaches that investigate user search behavior. This work evaluates the findings and limitations of both approaches and advances a theoretical framework for empirical investigations of (...) cognitive biases in online search activities about health-related topics. We aim to investigate the interaction between the user and the search engine as a whole. Online search activity about health-related topics is considered as a hypothesis-testing process. Two questions emerge: whether the retrieved information provided by the search engines are fit to fulfill their role as evidence, and whether the use of this information by users is cognitively and epistemologically valid and unbiased. (shrink)

This paper addresses a fundamental line of research in neuroscience: the identification of a putative neural processing core of the cerebral cortex, often claimed to be “canonical”. This “canonical” core would be shared by the entire cortex, and would explain why it is so powerful and diversified in tasks and functions, yet so uniform in architecture. The purpose of this paper is to analyze the search for canonical explanations over the past 40 years, discussing the theoretical frameworks informing this (...) research. It will highlight a bias that, in my opinion, has limited the success of this research project, that of overlooking the dimension of cortical development. The earliest explanation of the cerebral cortex as canonical was attempted by David Marr, deriving putative cortical circuits from general mathematical laws, loosely following a deductive-nomological account. Although Marr’s theory turned out to be incorrect, one of its merits was to have put the issue of cortical circuit development at the top of his agenda. This aspect has been largely neglected in much of the research on canonical models that has followed. Models proposed in the 1980s were conceived as mechanistic. They identified a small number of components that interacted as a basic circuit, with each component defined as a function. More recent models have been presented as idealized canonical computations, distinct from mechanistic explanations, due to the lack of identifiable cortical components. Currently, the entire enterprise of coming up with a single canonical explanation has been criticized as being misguided, and the premise of the uniformity of the cortex has been strongly challenged. This debate is analyzed here. The legacy of the canonical circuit concept is reflected in both positive and negative ways in recent large-scale brain projects, such as the Human Brain Project. One positive aspect is that these projects might achieve the aim of producing detailed simulations of cortical electrical activity, a negative one regards whether they will be able to find ways of simulating how circuits actually develop. (shrink)

How can anyone be rational in a world where knowledge is limited, time is pressing, and deep thought is often an unattainable luxury? Traditional models of unbounded rationality and optimization in cognitive science, economics, and animal behavior have tended to view decision-makers as possessing supernatural powers of reason, limitless knowledge, and endless time. But understanding decisions in the real world requires a more psychologically plausible notion of bounded rationality. In Simple heuristics that make us smart (Gigerenzer et al. 1999), (...) we explore fast and frugal heuristics – simple rules in the mind's adaptive toolbox for making decisions with realistic mental resources. These heuristics can enable both living organisms and artificial systems to make smart choices quickly and with a minimum of information by exploiting the way that information is structured in particular environments. In this précis, we show how simple building blocks that control information search, stop search, and make decisions can be put together to form classes of heuristics, including: ignorance-based and one-reason decision making for choice, elimination models for categorization, and satisficing heuristics for sequential search. These simple heuristics perform comparably to more complex algorithms, particularly when generalizing to new data – that is, simplicity leads to robustness. We present evidence regarding when people use simple heuristics and describe the challenges to be addressed by this research program. Key Words: adaptive toolbox; bounded rationality; decision making; elimination models; environment structure; heuristics; ignorance-based reasoning; limited information search; robustness; satisficing; simplicity. (shrink)

Young children are prolific question-askers. The growing ubiquity of voice interfaces (e.g., Apple’s Siri, Amazon’s Alexa), as well as the availability of voice input in search fields, now make it possible for children to ask questions via Internet search when they are able to speak clearly, but before they have learned to read and write, typically between 3 and 6 years of age. The prevalence of voice search makes it important to understand children’s changing conceptions of digital (...) devices as a source of information and the role of technology-mediated question-asking in development. While limited research has focused on young children's use of voice interfaces, reviewing two related bodies of literature sheds light on how this use might unfold. This paper brings together studies of how children look for information, and of how they perceive and understand the informational and social roles of technology, drawing on human-computer interaction research. We conclude by highlighting lines of questioning for future work on younger children’s interaction through voice search. (shrink)

The previous studies have shown that human infants and domestic dogs follow the gaze of a human agent only when the agent has addressed them ostensively—e.g., by making eye contact, or calling their name. This evidence is interpreted as showing that they expect ostensive signals to precede referential information. The present study tested chimpanzees, one of the closest relatives to humans, in a series of eye-tracking experiments using an experimental design adapted from these previous studies. In the ostension conditions, (...) a human actor made eye contact, called the participant’s name, and then looked at one of two objects. In the control conditions, a salient cue, which differed in each experiment (a colorful object, the actor’s nodding, or an eating action), attracted participants’ attention to the actor’s face, and then the actor looked at the object. Overall, chimpanzees followed the actor’s gaze to the cued object in both ostension and control conditions, and the ostensive signals did not enhance gaze following more than the control attention-getters. However, the ostensive signals enhanced subsequent attention to both target and distractor objects (but not to the actor’s face) more strongly than the control attention-getters—especially in the chimpanzees who had a close relationship with human caregivers. We interpret this as showing that chimpanzees have a simple form of communicative expectations on the basis of ostensive signals, but unlike human infants and dogs, they do not subsequently use the experimenter’s gaze to infer the intended referent. These results may reflect a limitation of non-domesticated species for interpreting humans’ ostensive signals in inter-species communication. (shrink)

Modern technology, and information technology in particular, has changed the nature of human interaction, which has created a certain “disease” as more and more transactions move from the familiarity of traditional community to the abstractness of modern society. This article explores two studies of trust that emerged in the past decade as a result of this “disease.” The first, rational choice, redefines trust as a risk management tool. The second, social capital, reexamines the traditional concept in light of the (...) present situation. Our study compares both definitions with traditional Judeo-Christian conceptions of trust and measures them against the demands of the new world introduced by the Internet. We find that both definitions are lacking, offering little reason to speak of trust outside of direct human interaction. The studies reveal severe limitations when attempting to mediate trust by technology. (shrink)

The paper addresses the capabilities and limitations of extrafoveal processing during a categorical visual search. Previous research has established that a target could be identified from the very first or without any saccade, suggesting that extrafoveal perception is necessarily involved. However, the limits in complexity defining the processed information are still not clear. We performed four experiments with a gradual increase of stimuli complexity to determine the role of extrafoveal processing in searching for the categorically defined geometric shape. (...) The series of experiments demonstrated a significant role of extrafoveal processing while searching for simple two‐dimensional shapes and its gradual decrease in a condition with more complicated three‐dimensional shapes. The factors of objects’ spatial orientation and distractor homogeneity significantly influenced both reaction time and the number of saccades required to identify a categorically defined target. An analysis of the individual p‐value distributions revealed pronounced individual differences in using extrafoveal analysis and allowed examination of the performance of each particular participant. The condition with the forced prohibition of eye movements enabled us to investigate the efficacy of covert attention in the condition with complicated shapes. Our results indicate that both foveal and extrafoveal processing are simultaneously involved during a categorical search, and the specificity of their interaction is determined by the spatial orientation of objects, type of distractors, the prohibition to use overt attention, and individual characteristics of the participants. (shrink)

The effectiveness of information retrieval technology in electronic discovery (E-discovery) has become the subject of judicial rulings and practitioner controversy. The scale and nature of E-discovery tasks, however, has pushed traditional information retrieval evaluation approaches to their limits. This paper reviews the legal and operational context of E-discovery and the approaches to evaluating search technology that have evolved in the research community. It then describes a multi-year effort carried out as part of the Text Retrieval Conference to (...) develop evaluation methods for responsive review tasks in E-discovery. This work has led to new approaches to measuring effectiveness in both batch and interactive frameworks, large data sets, and some surprising results for the recall and precision of Boolean and statistical information retrieval methods. The paper concludes by offering some thoughts about future research in both the legal and technical communities toward the goal of reliable, effective use of information retrieval in E-discovery. (shrink)

This systematic review identifies and critically evaluates instruments that have been developed to measure clinical trial informed consent comprehension in non-cognitively-impaired adults.Literature searches were carried out on Medline (Ovid), PsycInfo, CINHAL, ERIC, ScienceDirect, and Cochrane Library for English language articles published between January 1980 and September 2008. Instruments were excluded if they focused on consent onto paediatric trials, the construct under study was primarily capacity or competency, or the instrument was developed specifically for psychiatric or cognitively-impaired populations. Instruments selected for (...) review were evaluated against the following criteria: (1) method of item generation; (2) type and format of test items; (3) administration and interpretation of test results; and (4) psychometric properties.Three instruments met our defined inclusion criteria: the Deaconess Informed Consent Comprehension Test (DICCT), the Quality of Informed Consent (QuIC) questionnaire and the Brief Informed Consent Protocol (BICEP). Each instrument varied in terms of content measured. Significantly, these are the first standardized instruments developed to assess comprehension in non-cognitively-impaired adults. Yet, each instrument had its own set of limitations such as the lack of generalizability and the absence of details pertaining to how test results should be used to guide clinical decision-making.Standardized clinical trial informed consent comprehension assessments have been developed to identify gaps in research participants' understanding and ensure that respect for patient autonomy is satisfied. (shrink)

Despite the importance of effective observational analysis in the technical aspects of climbing performance, limited research informs this aspect of climbing coach education. Thus, the purpose of the present research was to explore cognitive-perceptual mechanisms underpinning visual search strategies of expert and novice climbing coaches through the novel combination of eye-tracking technology and retrospective think-aloud methodology. Analysis of gaze data revealed expert climbing coaches to demonstrate fewer fixations of greater duration, and fixate on distinctly different areas of the (...) visual display, than their novice counterparts. Retrospective think-aloud interviews further demonstrated differences in the cognitive-perceptual mechanisms underpinning these visual search strategies, with expert coaches more cognisant of their visual search strategy. To expand, the gaze behaviour of expert climbing coaches was underpinned by hierarchical and complex knowledge structures relating to principles of climbing movement. This enabled expert coaches to actively focus on the most relevant aspects of a climber’s performance for analysis. Findings demonstrate the utility of combining eye tracking and retrospective think-aloud interviewing as a new, efficient methodology of capturing the cognitive-perceptual processes of climbing coaches to inform coaching education/strategies. (shrink)

Objective Some researchers claim that the quality of informed consent of clinical research participants in developing countries is worse than in developed countries. To evaluate this assumption, we reviewed the available data on the quality of consent in both settings. Methods We conducted a comprehensive PubMed search, examined bibliographies and literature reviews, and consulted with international experts on informed consent in order to identify studies published from 1966 to 2010 that used quantitative methods, surveyed participants or parents of paediatric (...) participants in actual trials, assessed comprehension and/or voluntariness, and did not involve testing particular consent interventions. Forty-seven studies met these criteria. We compared data about participant comprehension and voluntariness. The paucity of data and variation in study methodology limit comparison and preclude statistical aggregation of the data. Results and Discussion This review shows that the assertion that informed consent is worse in developing countries than in developed countries is a simplification of a complex picture. Despite the limitations of comparison, the data suggest that: (1) comprehension of study information varies among participants in both developed and developing countries, and comprehension of randomisation and placebo controlled designs is poorer than comprehension of other aspects of trials in both settings; and (2) participants in developing countries appear to be less likely than those in developed countries to say they can refuse participation in or withdraw from a trial, and are more likely to worry about the consequences of refusal or withdrawal. (shrink)

The theme of this issue of Ethical Perspectives is the French tradition in liberal thought, and the unique contribution that this tradition can make to debates in contemporary liberalism. It is inspired by a colloquium held at the Katholieke Universiteit Leuven in December of 2008 entitled “In Search of a Lost Liberalism: Constant, Tocqueville, and the singularity of French Liberalism.” This colloquium was held in conjunction with the retirement of Leuven professor and former Dean of the Institute of Philosophy, (...) André Van de Putte, who found much inspiration in this tradition. A revised version of his valedictory lecture from the conference serves as the final contribution to this issue. Much contemporary liberal political philosophy is currently done in conversation with a line of liberal thinkers starting with John Locke, running through Immanuel Kant and John Stuart Mill, and culminating in the work of John Rawls and his followers. The reasons for the enormous appeal of this philosophical tradition are, among other things, the combination of the central role of the intuitively appealing value of individual liberty with a strong rationalistic, universalistic, and normative character. The thread running through most of these liberal theories is a commitment to what the French liberal Benjamin Constant referred to as “the liberty of the moderns,” that is, liberty in a negative sense, as a lack of interference in one’s activity from others and from government. This focus has expanded over time to include a richer body of civil, political, social, economic and cultural rights, for instance, in the work of liberal thinkers who have tried to integrate the insights of communitarian thought and discourse ethics in their work. However, the emphasis on individual liberty in the negative sense continues to be the normative and theoretical touchstone and default position for many contemporary liberal theories. The limitation of the canon of liberal thought to the aforementioned authors and themes deprives the contemporary debate of a rich source of ideas: the French liberal tradition. Montesquieu, considered to be the father of this tradition, provides a good example of how it can enrich current debates in liberal theory. Montesquieu’s work evinces a keen eye for the dynamics of power relations and the limitations of the power of the better rational argument. His insight that power can sometimes only be checked by an equal and opposing power, so that a system of separation and balance of powers is necessary in order to preserve liberty, is reflected in the foundations of most modern democracies. Montesquieu also argues that contingent environmental, historical, social and economic conditions play a dramatic role in determining what kind of government is appropriate for a particular society. On his view, ignoring these facts when framing a government can inadvertently end in despotism. Montesquieu’s observations challenge us to reexamine some of contemporary liberalism’s universalist and rationalist claims. Benjamin Constant is most famous for his distinction between two kinds of liberty: the liberty of the ancients and the liberty of the moderns. The ancient form of liberty manifested itself in the active political participation of citizens in the ancient republic. While this form of government and decision-making was suitable for small, homogeneous city-states, Constant argues that it is impracticable for large modern nation-states. Hence, the concept of modern liberty shifts to an emphasis on the rule of law and the non-interference of the state in private matters. This form of liberty is familiar to us from contemporary liberalism – and Constant cherishes this form of freedom as much as any liberal does today. However, his position is complex: he also argues that the liberty of the ancients should not be neglected. Active political participation is needed to ensure that the government is executing its duty of preserving the modern form of liberty by publicly pointing out violations. The contemporary relevance of Constant’s work is clear when we consider the alleged “democratic deficit” that plagues the EU and international institutions such as the UN, the IMF, and the World Bank. Not only does this democratic deficit threaten the modern form of liberty by placing decision-making processes out of sight of the people, it also threatens citizens’ sense of self-respect derived from self-governance. Constant’s argument for the necessity of combining the liberty of the ancients with that of the moderns provides a fruitful resource for confronting these contemporary issues. Tocqueville’s work on liberalism benefits from his opportunity to observe a society founded on liberal democratic principles – the United States of America – in action. In his Democracy in America, he examines the social consequences, both intended and unintended, of building a society on ‘the equality of conditions’, as he defines ‘democracy’. Tocqueville sees a tension between the democratic value of equality and the aristocratic value of the rule of the best. He observes that democratic societies do not necessarily choose the best leaders and instead promote mediocrity instead of virtue, talent, and excellence. Democracy also confronts citizens with the threat of ‘soft despotism’, where a government that preserves the outer signs of the liberty of the moderns nevertheless controls the behavior of its citizens in minute detail through a system of detailed rules ostensibly aimed at their welfare. This paternalism is an even more insidious threat to liberal values than the hard variety of despotism, since it is so difficult to detect and done in the name of liberal values themselves. Taking Tocqueville’s observations seriously would add complexity to attempts to theorize about the modern social-democratic welfare state. The contributions to this issue supplement and critique mainstream liberal thought and its relation to contemporary issues through a serious engagement with the French liberal tradition. Annelien De Dijn’s contribution discusses Bertrand de Jouvenel, a lesser-known 20th Century representative of the French political tradition she terms ‘aristocratic liberalism’. This tradition has its roots in the work of Montesquieu, and emphasizes the importance of intermediary bodies, most importantly the aristocracy, in providing a check to the top-down power of despotic state authorities and the bottom-up power of revolutionary leveling tendencies, both of which threaten liberty. De Dijn situates Jouvenel in this tradition, but then indicates an important difference between his thought and that of his predecessors: his most significant work, On Power, is not only on French history, but on European history. Pointing to the enthusiastic reception of this work in the Anglophone world, she suggests that the rise of totalitarianism in Europe gave the anti-totalitarian features of aristocratic liberalism a broader appeal. Valentino Lumowa’s paper concerns Constant’s classic text, The Liberty of the Ancients Compared with that of the Moderns. Lumowa argues that in order to understand Constant’s piece, we must be aware that its two parts were written under different historical circumstances and decipher the argumentative thrust inherent in the text. Following Stephen Holmes, he argues that to understand the shift Constant made in the second part of the text, we should read it within the context of the increasing influence of the ultra-Royalists in the legislature during the Bourbon Restoration. However, in contrast to Holmes, he contends that the spirit of both civic and individual freedom, which enlivens representative system, is the backbone of the text in its unity. Demin Duan’s essay investigates an apparent ambivalence between liberal and imperialist tendencies in the work of Alexis de Tocqueville, which has already drawn some attention from Tocquevillian scholars. These interpretations of Tocqueville and his writings on empire generally agree that Tocqueville stands in a recognized tradition of liberalism, which is characterized by respect for human rights, individual freedom and a sense of universal humanism. On this standard view, Tocqueville’s support of imperialism represents nothing but an unfortunate breach of his own otherwise consistent liberal thinking. Duan’s article questions this standard position. By questioning the assumption of Tocqueville’s liberalism in the first place, he tries to gauge the influence of both the old republican tradition and the new liberal perspective on his thinking. In conclusion, he argues that Tocqueville’s overall thought, especially his notion of freedom, is very much informed by an old republican tradition. His support of French imperialism could be better understood from this perspective rather than be rendered simply as a deviation from liberal norms. Pawel Marczewski’s contribution is an attempt to show that Tocqueville’s conception of liberty transcends the divisions between negative and positive aspects of freedom. He begins by juxtaposing this conception with the opposition drawn by Constant between liberty of the ancients and liberty of the moderns. While Tocqueville and Constant shared a concern for the preservation of individual rights, Tocqueville was much more reluctant to accept the modern loss of the communal dimension of liberty. He did not accept the view that jouissances privées, private pleasures, are the main compensation that the modern world has to offer for the lost ancient treasure of political participation. The essay then looks into the relevance of Tocqueville’s standpoint for current debates between liberal defenders of negative freedom and republican advocates of freedom as non-domination. Participants on both sides of the debate seem to be so devoted to showing that their particular approach provides the best guarantees against actual and possible threats to liberty that they overlook the fact that their definitions of freedom remain significantly similar. By arguing that ‘to be free is to be guided by one’s own will’, contemporary republicans, as well as their liberal counterparts, move along the lines drawn by Constant towards private pleasures. By questioning the inevitability of this turn, Tocqueville provides us with a valuable contribution to these discussions in contemporary political philosophy. Finally, André Van de Putte’s contribution, an adaptation of his emeritus speech that closed the conference on French Liberalism, appeals to Tocqueville in order to draw attention to the importance of intermediary, dialogical bodies in mitigating the implicit despotic tendencies of the democratic drive to equality. In Tocqueville’s view, the transition from the feudal corporate inequality to democratic individual equality was not a clean break. Rather, this transition is a continual process of democratization that is driven by a desire for equality, or egalité des conditions. This dissolution of distinctions of estate, class and status has the unintended consequence of concentrating the diffuse power of these entities into a centralized state, which is responsible for ensuring the equality of all under the law. This process leaves increasingly isolated and atomized individuals to face the power of a monolithic state in defense of their freedom, and moves toward a soft, paternalistic despotism. Constant’s freedom of the moderns is not sufficient to protect individuals from this centralized power. Democracy also requires the political freedom of the ancients. Van de Putte argues for a system in which atomized individuals organize themselves into intermediary bodies that, in a Montesquieuian balance of powers, can enter into dialogue with each other and the state on more equitable terms. Van de Putte’s contribution closes with a plea for a conception of democracy as a regime of dialogue. (shrink)

BackgroundFor a long time, in sports, researchers have tried to understand an expert by comparing them with novices, raising the doubts if the visual search characteristics distinguish experts from novices. Therefore, the aim of the present study was to review and conduct a meta-analysis to evaluate the differences in visual search behavior between experts and novices in team sports athletes.MethodsThis systematic review with meta-analysis followed the PRISMA 2020 and Cochrane's guidelines. Healthy team athletes were included, which engaged in (...) regular practice, from any sex or competitive level, specifically classified a priori as expert or novice in the original research. We considered only research published in peer-reviewed journals, with no limitations regarding date or language. It was considered healthy team sport athletes engaged in regular practice. The scenarios could be in situ or film-based. The databases of EBSCO, PubMed, Scopus, SPORTDiscus, and Web of Science were used to perform the searches. The risk of bias was calculated through the RoBANS tool.ResultsFrom a total of 6,257 records, of which 985 were duplicates, titles and abstracts of 5,272 were screened, and 45 required full-text analysis. Of those, 23 were excluded due to not fulfilling the eligibility criteria regarding participants. In the end, 22 studies were selected, however, as two studies were part of the same trial and were analyzed conjointly.DiscussionExperts showed to be older and with more years of practice. The ability to distinguish experts from novices was not so clear regarding the variables analyzed. This could be due to the strategies chosen in each study, which were specific to each scenario, and when grouping all together, it was lost information within non-representative averages. The distinction between experts and novices was not clear, showing a lot of heterogeneity in the included studies. The expert classification itself may have been the conditioning aspect for these results, retaining the doubt and the need for more studies in the field.Systematic review registrationThe protocol was pre-registered in OSF. (shrink)

Information on the factors influencing parents’ decision-making process following a lethal, life-limiting or severely debilitating prenatal diagnosis remains deficient. A comprehensive systematic review and meta-synthesis was conducted to explore the influencing factors for parents considering termination or continuation of pregnancy following identification of lethal, life-limiting or severely debilitating fetal abnormalities. Electronic searches of 13 databases were conducted. These searches were supplemented by hand-searching Google Scholar and bibliographies and citation tracing. Thomas and Harden’s thematic synthesis method was used to synthesise (...) data from identified studies. Twenty-four papers were identified and reviewed, but two papers were removed following quality assessment. Three main themes were identified through systematic synthesis. Theme 1, entitled ‘all life is precious’, described parents’ perception of the importance of the fetus’ life, a fatalistic view of their situation alongside moral implications as well as the implications decisions would have on their own life, in consideration of previous life experiences. Theme 2 contained two sub-themes which considered the parent’s own imagined future and the influence of other people’s experiences. Finally, Theme 3 presented three sub-themes which may influence their parental decision-making: These described parental consideration of the quality of life for their unborn child, the possibility of waiting to try for another pregnancy, and their own responsibilities and commitments. The first review to fully explore parental decision-making process following lethal, life-limiting, or severely debilitating prenatal diagnosis provided novel findings and insight into which factors influenced parents’ decision-making process. This comprehensive and systematic review provides greater understanding of the factors influential on decision-making, such as hope, morality and potential implications on their own and other’s quality of life, will enable professionals to facilitate supported decision-making, including greater knowledge of the variables likely to influence parental choices. (shrink)

BackgroundBayesian estimation with informative priors permits updating previous findings with new data, thus generating cumulative knowledge. To reduce subjectivity in the process, the present study emphasizes how to systematically weigh and specify informative priors and highlights the use of different aggregation methods using an empirical example that examined whether observed mother-adolescent positive and negative interaction behavior mediate the associations between maternal and adolescent internalizing symptoms across early to mid-adolescence in a 3-year longitudinal multi-method design.MethodsThe sample consisted of 102 mother-adolescent dyads. (...) Mothers and adolescents reported on their internalizing symptoms and their interaction behaviors were observed during a conflict task. We systematically searched for previous studies and used an expert-informed weighting system to account for their relevance. Subsequently, we aggregated the priors using three methods: linear pooling, logarithmic pooling, and fitting a normal distribution to the linear pool by means of maximum likelihood estimation. We compared the impact of the three differently specified informative priors and default priors on the prior predictive distribution, shrinkage, and the posterior estimates.ResultsThe prior predictive distributions for the three informative priors were quite similar and centered around the observed data mean. The shrinkage results showed that the logarithmic pooled priors were least affected by the data. Most posterior estimates were similar across the different priors. Some previous studies contained extremely specific information, resulting in bimodal posterior distributions for the analyses with linear pooled prior distributions. The posteriors following the fitted normal priors and default priors were very similar. Overall, we found that maternal, but not adolescent, internalizing symptoms predicted subsequent mother-adolescent interaction behavior, whereas negative interaction behavior seemed to predict subsequent internalizing symptoms. Evidence regarding mediation effects remained limited.ConclusionA systematic search for previous information and an expert-built weighting system contribute to a clear specification of power priors. How information from multiple previous studies should be included in the prior depends on theoretical considerations, and may also be affected by pragmatic considerations regarding the impact of the previous results at hand. (shrink)

Obtaining adequate informed consent from trauma patients is challenging and time-consuming. Healthcare providers must communicate complicated medical information to enable patients to make informed decisions. This study aimed to explore the challenges of obtaining valid consent and methods of improving the quality of the informed consent process for surgical procedures in trauma patients. We conducted a systematic review of relevant English-language full-text original articles retrieved from PubMed that had experimental or observational study design and involved adult trauma patients. Studies (...) involving informed consent in clinical or research trials were excluded. Titles and abstracts of searched articles were reviewed and relevant data were extracted with a structured form. Results were synthesized with a narrative approach. A total of 2044 articles were identified in the initial search. Only eight studies were included in the review for narrative synthesis. Six studies involved orthopedic surgeries, one involved nasal bone surgeries, and one involved trauma-related limb debridement. Only one study was conducted in an emergency department. Information recall was poor for trauma patients. Risk recall and comprehension were greater when written or video information was provided than when information was provided only verbally. Patient satisfaction was also greater when both written and verbal information were provided than when verbal information alone was provided; patients who received video information were more satisfied than patients who received written or verbal information. Many articles have been published on the subject of informed consent, but very few of these have focused on trauma patients. More empirical evidence is needed to support the success of informed consent for trauma patients in the emergency department, especially within the necessarily very limited time frame. To improve the informed consent process for trauma patients, developing a structured and standardized informed consent process may be necessary and achievable; its effectiveness would require evaluation. Adequately educating and training healthcare providers to deliver structured, comprehensive information to trauma patients is crucial. Institutions should give top priority to ensuring patient-centered health care and improved quality of care for trauma patients. (shrink)

Informal caregivers provide care to their family or friends in case of an illness, disability, or frailty. The caregiving situation of informal caregivers may vary based on the relationship they have with the care recipient, e.g., being a spouse or being an adult child. It might be that these different ICGs also have different needs. This study aims to explore and compare the needs of different groups of ICGs based on the relationship they have with their CR. We conducted a (...) systematic review, performing a search in the databases PubMed, CINAHL, and PsycINFO. We included studies with qualitative, quantitative, or mixed-method study designs. We analyzed the data using the thematic analysis method. We included 22 articles. The included articles reported the needs of ICGs taking care of a spouse, parent, or sibling aged 18 years or above. We did not include other relationships due to the limited number of articles on these relationships. The most prominent needs reported by the spousal, adult child, and adult sibling ICGs were the need for information and need for support. The three groups differed in their needs as well. Adult child and adult sibling ICGs indicated a need to be acknowledged by the people around them for their role of carer, while they also needed to be seen as an individual having their own personal needs. Moreover, spousal ICGs indicated a unique need of redefining their role and relationship with their CR. Overall, the findings indicate that along with experiencing common needs, the investigated groups have unique needs as well. Knowing the needs of different groups of ICGs can help develop tailored solutions to improve the quality of life of the ICGs and their CR.Systematic Review Registration: [www.crd.york.ac.uk/prospero/], identifier [CRD42020188560]. (shrink)

Background: Medical tourism, thought of as patients seeking non-emergency medical care outside of their home countries, is a growing industry worldwide. Canadians are amongst those engaging in medical tourism, and many are helped in the process of accessing care abroad by medical tourism brokers - agents who specialize in making international medical care arrangements for patients. As a key source of information for these patients, brokers are likely to play an important role in communicating the risks and benefits of (...) undergoing surgery or other procedures abroad to their clientele. This raises important ethical concerns regarding processes such as informed consent and the liability of brokers in the event that complications arise from procedures. The purpose of this article is to examine the language, information, and online marketing of Canadian medical tourism brokers' websites in light of such ethical concerns. Methods: An exhaustive online search using multiple search engines and keywords was performed to compile a comprehensive directory of English-language Canadian medical tourism brokerage websites. These websites were examined using thematic content analysis, which included identifying informational themes, generating frequency counts of these themes, and comparing trends in these counts to the established literature. Results: Seventeen websites were identified for inclusion in this study. It was found that Canadian medical tourism broker websites varied widely in scope, content, professionalism and depth of information. Three themes emerged from the thematic content analysis: training and accreditation, risk communication, and business dimensions. Third party accreditation bodies of debatable regulatory value were regularly mentioned on the reviewed websites, and discussion of surgical risk was absent on 47% of the websites reviewed, with limited discussion of risk on the remaining ones. Terminology describing brokers' roles was somewhat inconsistent across the websites. Finally, brokers' roles in follow up care, their prices, and the speed of surgery were the most commonly included business dimensions on the reviewed websites. Conclusion: Canadian medical tourism brokers currently lack a common standard of care and accreditation, and are widely lacking in providing adequate risk communication for potential medical tourists. This has implications for the informed consent and consequent safety of Canadian medical tourists. (shrink)

A central theme in western philosophy was to find formal methods that can reliably discover empirical relationships and their explanations from data assembled from experience. As a philosophical project, that ambition was abandoned in the 20th century and generally dismissed as impossible. It was replaced in philosophy by neo-Kantian efforts at reconstruction and justification, and in professional statistics by the more limited ambition to estimate a small number of parameters in pre-specified hypotheses. The influx of “big data” from climate (...) science, neuropsychology, biology, astronomy and elsewhere implicitly called for a revival of the grander philosophical ambition. Search algorithms are meeting that call, but they pose a problem: how are their accuracies to be assessed in domains where experimentation is limited or impossible? Increasingly, the answer is through simulation of data from models of the kind of process in the domain. In some cases, these innovations require rethinking how the accuracy and informativeness of inference methods can be assessed. Focusing on causal inference, we give an example from neuroscience, but to show that the model/simulation strategy is not confined to causal inference, we also consider two classification problems from astrophysics: identifying exoplanets and identifying dark matter concentrations. (shrink)

Purpose. The research is devoted to the analysis of the urgent problem of the information society: the overload of a person with information and, as a result, the impossibility of adequate formation and development of the personality; as well as the problem of "digitization" of human existence and the formation of a new reality of dataism. Theoretical basis. A lot of modern scientific works are devoted to the analysis of the information society, its problems and features. The (...) information society is a logical continuation of the scientific and technological revolution, which led to the rapid growth of scientific knowledge and the technology development. In the 20th century, technologies have touched the sphere of knowledge and information, as a result of which the formation and development of the information society, or "knowledge society", takes place. Information becomes the main resource in it, and, one way or another, a person’s life is inextricably connected with the information space. With the information society formation, the problem of information search and processing becomes one of the most urgent. It turns out that despite the abundance and availability of information, it is very difficult to determine its relevance. A lot of effort is spent on developing information retrieval algorithms. Another problem is related to the person’s inability to process large amounts of data. This situation begins to influence not only the education process and professional activity, but also the formation of a person’s personality. A person is "lost" in the information space and gradually loses his/her "I". Algorithms for data analysis come to the rescue, but gradually, instead of giving a person material for thought, they begin to make decisions on their own, and therefore, live life instead of a person. With the advent of Big Data processing algorithms, a new ideological paradigm appears – dataism, which predicts the merger of a person with the general data flow. Originality. The authors make assumptions that the dataistic future is "natural". A lot of works, including in the framework of philosophy, are focused on the problem of "dissolving" a person in the information space and finding ways to overcome it. But, in our opinion, this process is a completely logical continuation of human evolution. Conclusions. Existence of a person as a data flow is not a problem and a threat, but a new dimension of his/her being, and, therefore, requires a careful study and formulation of the main principles of this form of existence. (shrink)

Many human cultural traits become increasingly beneficial as they are repeatedly transmitted, thanks to an accumulation of modifications made by successive generations. But how do later generations typically avoid modifications which revert traits to less beneficial forms already sampled and rejected by earlier generations? And how can later generations do so without direct exposure to their predecessors' behavior? One possibility is that learners are sensitive to cues of non‐random production in others' behavior, and that particular variants (e.g., those containing structural (...) regularities unlikely to occur spontaneously) have been produced deliberately and with some effort. If this non‐random behavior is attributed to an informed strategy, then the learner may infer that apparent avoidance of certain possibilities indicates that these have already been sampled and rejected. This could potentially prevent performance plateaus resulting from learners modifying inherited behaviors randomly. We test this hypothesis in four experiments in which participants, either individually or in interacting dyads, attempt to locate rewards in a search grid, guided by partial information about another individual's experience of the task. We find that in some contexts, valid inferences about another's behavior can be made from partial information, and these inferences can be used in a way which facilitates trait adaptation. However, the benefit of these inferences appears to be limited, and in many contexts—including some which have the potential to make inferring the experience of another individual easier—there appears to be no benefit at all. We suggest that inferring previous behavior from partial social information plays a minimal role in the adaptation of cultural traits. (shrink)

The combination of decreased genotyping costs and prolific social media use is fueling a personal genetic testing industry in which consumers purchase and interact with genetic risk information online. Consumers and their genetic risk profiles are protected in some respects by the 2008 federal Genetic Information Nondiscrimination Act (GINA), which forbids the discriminatory use of genetic information by employers and health insurers; however, practical and technical limitations undermine its enforceability, given the everyday practices of online social networking (...) and its impact on the workplace. In the Web 2.0 era, employers in most states can legally search about job candidates and employees online, probing social networking sites for personal information that might bear on hiring and employment decisions. We examine GINA's protections for online sharing of genetic information as well as its limitations, and propose policy recommendations to address current gaps that leave employees? genetic information vulnerable in a Web-based world. (shrink)

A temporal account of the mental capacities for processing information may not be relevant in a context where the goal is to search for storage capacity expressed in chunks. However, if mental capacity and information processing is the question, the time issue can be rehabilitated. A very different temporal viewpoint on capacity limit is proposed in this commentary.

Internet users have access to a multitude of science-related information – on journalistic news sites but also on blogs with user-generated content. In this context, we investigated in two studies the factors which influence laypersons’ selective exposure. In an experiment with a collection of online news, parents were asked to search for information about the controversy surrounding violence in the media. Texts from high-reputation sources were clicked on more frequently – regardless of content –, whereas ratings by (...) others had limited effects. In a second experiment, the expertise and gender of blog authors as well as valence and number of ratings were varied. In this setting, texts from sources with positive ratings were read for longer. Results show that laypersons make use of credibility cues when deciding which articles to read. For online news sites, media reputation is most important, whereas in blogs, ratings are taken into account more frequently. (shrink)

Freedom of speech has been essential in building democracy in Lithuania after regaining its independence. Exercise of the constitutional freedom of expression within the societies following constitutional values is the major factor shaping the political will of citizens. Wide-ranging, all round public discussion about all public interest issues is possible only when it is subject to due freedom of information. In indirect democracy, strong disseminator of information acting between citizens and the Parliament able to create the field for (...) discussion and mutual impact is a necessity. Significance, quality, all-roundedness of discussion on all public interest issues is the major factor determining correct choices of citizens and politicians. Restriction of freedom of expression and information or prohibition of free search, receipt and dissemination thereof shall be considered as subjugation of a human being as a free and autonomous creature. Freedom of speech is a highly important feature in building democracy. The media in Lithuania during two decades of democracy building has actively made the use of freedom of self-expression. The courts have solved a lot of case-laws, where freedom of speech, honour, dignity and private life were at stake. The Parliament, the Constitutional Court, the European Court of Human Rights in Strasburg, the Government, the Inspector of Journalist Ethics and the Commission on Journalists and Publishers Ethics, the courts of Lithuania – all institutions took part in the process of defining freedom of speech and its limits in Lithuania during two decades of its independence. The purpose of this publication is to identify if the case-law of Lithuania’s courts in balancing the contradictions between the freedom of self-expression and personal dignity, honour and private life is in line with the Convention for the Protection of Human Rights and Fundamental Freedoms, jurisprudence of the Human Rights Court in Strasbourg. Defining if the case-law of Lithuania’s courts are in line with the jurisprudence of the Human Rights Court in Strasbourg, the research is concentrated on legal tests applied in the case-law of freedom of speech – distinguishing between public and private figures, estimating disseminated information as facts or value-judgments, freedom of speech decriminalization problems, compensation in respect of pecuniary damage. (shrink)

Arguing that the fruitful approach to a reworking of the social depends upon forging an alliance between sociological theory and feminist theory, the paper analyses strands in sociological thinking which are responsible for renewed interest in the ‘social’. The first perspective, as developed by Touraine, Urry, Bauman and Castells, formulates a new agenda for ‘sociology beyond the social’ and emphasizes the limitations of the concept of ‘the social as society’. The second orientation, represented here by Richard Sennett, tracks the shifting (...) relationships between public and private. The third strand, illustrated by the recent work of Robert Putnam, focuses on the notion of social capital. A comparison between these perspectives introduces my argument that we should search for a new balance not only between local and global, and private and public, but also between formality and informality as only such an approach has the potential to capture the complexity of and the interdependence between conditions responsible for the production of demands for trust and ways of generating trust. The paper argues that how actors strike the optimal balance between formality and informality in interactions depends on the specific characteristics of different realms of interaction. Therefore, in conclusion, I describe three styles of interaction: civility, sociability and intimacy, which represent the essential basis for an enhanced quality of social and personal life. (shrink)

A challenge of performing research in the paediatric emergency and acute care setting is obtaining valid prospective informed consent from parents. The ethical issues are complex, and it is important to consider the perspective of participants, health care workers and researchers on research without prospective informed consent while planning this type of research. We performed a systematic review according to PRISMA guidelines, of empirical evidence relating to the process, experiences and acceptability of alternatives to prospective informed consent, in the paediatric (...) emergency or acute care setting. Major medical databases and grey sources were searched and results were screened and assessed against eligibility criteria by 2 authors, and full text articles of relevant studies obtained. Data were extracted onto data collection forms and imported into data management software for analysis. Thirteen studies were included in the review consisting of nine full text articles and four abstracts. Given the heterogeneity of the methods, results could not be quantitatively combined for meta-analysis, and qualitative results are presented in narrative form, according to themes identified from the data. Major themes include capacity of parents to provide informed consent, feasibility of informed consent, support for alternatives to informed consent, process issues, modified consent process, child death, and community consultation. Our review demonstrated that children, their families, and health care staff recognise the requirement for research without prior consent, and are generally supportive of enrolling children in such research with the provisions of limiting risk, and informing parents as soon as possible. Australian data and perspectives of children are lacking and represent important knowledge gaps. (shrink)

The paper discusses the problem of diachronic criteria of identity for historic localities. We argue that such criteria are needed not just for the sake of ontological clarity but also are indispensable for database management and maintenance. Our survey of the current research in database management and engineering ontology literature found no satisfactory candidates thereof. Therefore we attempt to search for such criteria in the historic-geographical scholarship by exposing the ontological assumptions the researchers made there and by stating them (...) explicitly. This attempt consisted of us presenting a number of brief scenarios taken from the historical studies whereby localities are claimed to maintain their identity through certain types of change or to be destroyed due to other types of change. Generalising these cases we provide a tentative formulation of the criterion and discuss its limitations. (shrink)

Competitive athletes act within cultures of risk in sports and often decide to return to sport despite having acute health problems. The outcomes of such risky return-to-play decisions can not only negatively affect their future health, but also limit their sports performance or even upset their career paths. Following risk-management-decision theory with its focus on active risk defusing, we developed a model for understanding the process of return-to-play decision making from an athlete’s perspective. Based on the method of active (...) class='Hi'>information search, a quasi-naturalistic return-to-play decision scenario was created in order to assess amateur team sport athletes’ decision making strategies. The main goals were to identify different information acquisition patterns and to analyze the influence of social pressure to play hurt on decision making. A total of 72 competitive team sport athletes (36 females, 36 males, m= 25.7 years of age, 3rd to 6th league level) out of three disciplines (volleyball, basketball, and handball) participated in the experimental study. Facing the same medical scenario (a partial tear of the supraspinatus tendon), athletes show different approaches to return-to-play decision making. The main focus is on potential sporting consequences of withdrawal from competition due to injury, while only few players favoring well-informed decisions based on thorough risk analysis. The athletes who chose the medically risky alternative to play hurt mostly employed strategies of active risk defusing, which got activated when severe sporting consequences were perceived. Those who chose to withdraw from competition primarily referred to maximin heuristic, particularly when social pressure to play was reduced. The findings can be used to improve rehabilitation. (shrink)

Searching for information is critical in many situations. In medicine, for instance, careful choice of a diagnostic test can help narrow down the range of plausible diseases that the patient might have. In a probabilistic framework, test selection is often modeled by assuming that people's goal is to reduce uncertainty about possible states of the world. In cognitive science, psychology, and medical decision making, Shannon entropy is the most prominent and most widely used model to formalize probabilistic uncertainty and (...) the reduction thereof. However, a variety of alternative entropy metrics (Hartley, Quadratic, Tsallis, Rényi, and more) are popular in the social and the natural sciences, computer science, and philosophy of science. Particular entropy measures have been predominant in particular research areas, and it is often an open issue whether these divergences emerge from different theoretical and practical goals or are merely due to historical accident. Cutting across disciplinary boundaries, we show that several entropy and entropy reduction measures arise as special cases in a unified formalism, the Sharma–Mittal framework. Using mathematical results, computer simulations, and analyses of published behavioral data, we discuss four key questions: How do various entropy models relate to each other? What insights can be obtained by considering diverse entropy models within a unified framework? What is the psychological plausibility of different entropy models? What new questions and insights for research on human information acquisition follow? Our work provides several new pathways for theoretical and empirical research, reconciling apparently conflicting approaches and empirical findings within a comprehensive and unified information-theoretic formalism. (shrink)

Confirmation bias is often used as an umbrella term for many related phenomena. Information searches, evidence interpretation, and memory recall are the three main components of the thinking proces...

With the wide application of computers and digital technologies, online information searching is being integrated into students’ learning process. Improving students’ creative question generation through online information searching is an emerging research topic in the creativity and pedagogy field. Online information searching brings diversified information, but it also leads to cognitive load brought by a large amount of online information. Using online information searching to generate creative questions depends on students’ cognitive properties. However, the (...) existing literature ignores the joint influence of students’ online information searching strategies and cognitive properties on their creative question generation. This study puts forward three hypotheses: first, the two strategies of students’ online information searching will increase their creative question generation; second, the impact of “keywords” is negatively moderated by students’ need for cognitive closure ; third, the impact of “Web page exploration” is positively moderated by NFCC. The main reason is that high NFCC prevents students from obtaining diversified perspectives by using different keywords, but it helps to avoid distractions caused by a large amount of online information and promote the persistency of their reading information. Based on the data of quasi-experimental tasks completed by 90 students in Grade 7 and Grade 8, the results support the above hypothesis. The contributions of creative question generation theory and NFCC theory, as well as important issues of future study, are discussed. (shrink)

According to the ‘Description–Experience gap’, when people are provided with the descriptions of risky prospects they make choices as if they overweight the probability of rare events; but when making decisions from experience after exploring the prospects’ properties, they behave as if they underweight such probability. This study revisits this discrepancy while focusing on information-search in decisions from experience. We report findings from a lab-experiment with three treatments: a standard version of decisions from description and two versions of (...) decisions from experience: with and without a ‘history table’ recording previously sampled events. We find that people sample more from lotteries with rarer events. The history table proved influential; in its absence search is more responsive to cues such as a lottery’s variance while in its presence the cue that stands out is the table’s maximum capacity. Our analysis of risky choices captures a significant DE gap which is mitigated by the presence of the history table. We elicit probability weighting functions at the individual level and report that subjects overweight rare events in experience but less so than in description. Finally, we report a measure that allows us to compare the type of DE gap found in studies using choice patterns with that inferred through valuation and find that the phenomenon is similar but not identical across the two methods. (shrink)

By classic results in social choice theory, any reasonable preferential voting method sometimes gives individuals an incentive to report an insincere preference. The extent to which different voting methods are more or less resistant to such strategic manipulation has become a key consideration for comparing voting methods. Here we measure resistance to manipulation by whether neural networks of varying sizes can learn to profitably manipulate a given voting method in expectation, given different types of limited information about how (...) other voters will vote. We trained over 70,000 neural networks of 26 sizes to manipulate against 8 different voting methods, under 6 types of limited information, in committee-sized elections with 5-21 voters and 3-6 candidates. We find that some voting methods, such as Borda, are highly manipulable by networks with limited information, while others, such as Instant Runoff, are not, despite being quite profitably manipulated by an ideal manipulator with full information. For the two probability models for elections that we use, the overall least manipulable of the 8 methods we study are Condorcet methods, namely Minimax and Split Cycle. (shrink)