Models of word meaning that exploit patterns of word usage across large text corpora to capture semantic relations, like the topic model and word2vec, condense word-by-context co-occurrence statistics to induce representations that organize words along semantically relevant dimensions (e.g., synonymy, antonymy, hyponymy, etc.). However, their reliance on latent representations leaves them vulnerable to interference, makes them slow learners, and commits to a dual-systems account of episodic and semantic memory. We show how it is possible to construct the meaning of words (...) online during retrieval to avoid these limitations. We implement a spreading activation account of word meaning in an associative net, a one-layer highly recurrent network of associations, called a Dynamic-Eigen-Net, that we developed to address the limitations of earlier variants of associative nets when scaling up to deal with unstructured input domains like natural language text. We show that spreading activation using a one-hot coded Dynamic-Eigen-Net outperforms the topic model and reaches similar levels of performance as word2vec when predicting human free associations and word similarity ratings. Latent Semantic Analysis vectors reached similar levels of performance when constructed by applying dimensionality reduction to the Shifted Positive Pointwise Mutual Information but showed poorer predictability for free associations when using an entropy-based normalization. An analysis of the rate at which the Dynamic-Eigen-Net reaches asymptotic performance shows that it learns faster than word2vec. We argue in favor of the Dynamic-Eigen-Net as a fast learner, with a single-store, that is not subject to catastrophic interference. We present it as an alternative to instance models when delegating the induction of latent relationships to process assumptions instead of assumptions about representation. (shrink)

This article aims to bring out the problematic nature of condensation and rarefaction for early modern natural philosophers by considering two historically significant attempts to deal with it, first by Sir Kenelm Digby in his Treatise on Body (1644), and subsequently by Isaac Newton, chiefly in manuscript works associated with the Principia (1687). It is argued that Digby tried to sidestep the problem of variation in density and rarity by making it a fundamental starting point for his physics. But he (...) also brought out the difficulties of dealing with condensation and rarefaction within the mechanical philosophy, whether that philosophy was plenist or allowed for void space. The problems became exacerbated after experiments with the air-pump achieved extreme rarefactions. It is argued that these led Newton to first consider a retiform or net-like structure of matter, before adopting the radical innovation of supposing repelling forces operating at a distance between the particles of the rarefied bodies. Eventually, Newton came to believe that extreme rarity was inexplicable ‘by any other means than a repulsive Power’. (shrink)

This is a paperback reissue of a 1988 special issue of Cognition - dated but still of interest. The book consists of three chapters, each making one major negative point about connectionism. Fodor & Pylyshyn (F&P) argue that connectionist networks (henceforth 'nets') are not good models for cognition because they lack 'systematicity', Pinker & Price (P&P) argue that nets are not good substitutes for rule-based models of linguistic ability, and Lachter & Bever (L&B) argue that nets can only model the (...) associative relations between cognitive structures, not the structures themselves. (shrink)

When we cut a multiplicative proof-net of linear logic in two parts we get two modules with a certain border. We call pretype of a module the set of partitions over its border induced by Danos-Regnier switchings. The type of a module is then defined as the double orthogonal of its pretype. This is an optimal notion describing the behaviour of a module: two modules behave in the same way precisely if they have the same type.In this paper we define (...) a procedure which allows to characterize (and calculate) the type of a module only exploiting its intrinsic geometrical properties and without any explicit mention to the notion of orthogonality. This procedure is simply based on elementary graph rewriting steps, corresponding to the associativity, commutativity and weak-distributivity of the multiplicative connectives of linear logic. (shrink)

Linguistic invention is a key feature of Virginia Woolf's novel The Waves. An exploration of its innovative verbal and syntactic procedures can add to an understanding of Woolf's importance for the philosophical thought of Gilles Deleuze (and his sometime collaborator Félix Guattari). In A Thousand Plateaus, The Waves is used to exemplify an ontology of becoming. However, in their reference to The Waves, Deleuze and Guattari only draw attention to what they term the ‘vibrations, shifting borderlines’ between and across characters (...) in the novel. Given Deleuze's considerations of style, it is perhaps surprising that he never took up this idea in terms of how these movements also take place at the level of language in the novel, as the explorations in this essay of four different linguistic procedures from The Waves show. When Woolf completed writing The Waves, she wrote in her diary that she had ‘netted that fin in the waste of water’. By investigating the multiple, and often discordant, associations of this image of netting a fin, various connections between Woolf's linguistic procedures and Deleuze's philosophy can be configured, particularly in terms of the approach to language put forward in A Thousand Plateaus. Reading Woolf alongside Deleuze in this way reveals how ontology becomes intimately bound up with a problem of language. (shrink)

As an essential direction for developing inclusive finance, digital financial inclusion breaks through the time and space constraints of inclusive finance development and has extensive connections between different regions. However, no research has modelled the network connections and the role and position of different digital financial inclusion development regions. This study constructed the spatial association network of China’s digital financial inclusion development and used the network analysis method and the quadratic assignment procedure method to study the structural and locational properties (...) and the influencing factors of the network. We found that although the network had a relatively low density, its connectivity and stability were excellent, and the network structure is not hierarchical; the centrality of some rapidly developing central and western provinces was greater than that of some developed eastern provinces; developed eastern provinces played a net spillover role, driving the development of digital financial inclusion in central and western provinces; and the spatial association was affected by the development level of the PC Internet and economy, the industrial structure, and the spatial adjacency. This study enriches the research on digital financial inclusion and provides a scientific basis for the formulation and implementation of policies to promote the further development of digital financial inclusion. (shrink)

This article is a modified version of a paper I gave to the conference Philosophy & Informatics - First Italian Conference on the use of ICT in philosophical disciplines, promoted by the Italian Philosophical Association (University of Rome "La Sapienza", 23-24 November, 1995).

It is “well known” that in linear models: (1) testable constraints on the marginal distribution of observed variables distinguish certain cases in which an unobserved cause jointly influences several observed variables; (2) the technique of “instrumental variables” sometimes permits an estimation of the influence of one variable on another even when the association between the variables may be confounded by unobserved common causes; (3) the association (or conditional probability distribution of one variable given another) of two variables connected by a (...) path or pair of paths with a single common vertex (a trek) can be computed directly from the parameter values associated with each edge in the trek; (4) the association of two variables produced by multiple treks can be computed from the parameters associated with each trek; and (5) the independence of two variables conditional on a third implies the corresponding independence of the sums of the variables over all units conditional on the sums over all units of each of the original conditioning variables. (shrink)

This article is based on a roundtable held at the Association of Internet Researchers annual conference in 2017, in Tartu, Estonia. The roundtable was organized by the Oxford Internet Institute’s Digital Ethics Lab. It was entitled “Artificial Intelligence and the Good Society”. It brought together four scholars—Michael Zimmer, Stine Lomborg, Ben Zevenbergen, and Corinne Cath—to discuss the promises and perils of artificial intelligence, in particular what ethical frameworks are needed to guide AI’s rapid development and increased use in societies. The (...) paper covers three case studies. They give a distinct overview of the ethical issues raised by the use of AI at different levels of analysis: top-down application of AI, bottom-up use of AI, and how academics and governments have reacted to these new challenges. From the case studies, four areas emerged. They represent some of the most topical ethical questions related to AI: its uses, its users, its designers, and the data that fuel it. Each of them provided a specific subset of ethical concerns that need further investigation. In conclusion, three recommendations are formulated for researchers and regulators to ensure the AI has a net-positive impact on society. (shrink)

We examine 'weak-distributivity' as a rewriting rule $??$ defined on multiplicative proof-structures (so, in particular, on multiplicative proof-nets: MLL). This rewriting does not preserve the type of proof-nets, but does nevertheless preserve their correctness. The specific contribution of this paper, is to give a direct proof of completeness for $??$: starting from a set of simple generators (proof-nets which are a n-ary ⊗ of &-ized axioms), any mono-conclusion MLL proof-net can be reached by $??$ rewriting (up to ⊗ and & (...) associativity and commutativity). (shrink)

We argue the dearth of research on elite ciswomen athletes’ reproductive health is because athletics remains associated with masculinity, and female athletes therefore do not adhere to normative femininity and motherhood. In choosing a masculine career, it is assumed that elite athletes will reject other feminine activities, such as motherhood. We further argue that female athletes are considered especially ineligible for motherhood because their career choice violates normative motherhood by engaging in “risky” behavior (i.e., physical activity). By continuing with their (...) career, athletes are accused of being “bad” mothers by not adhering to the gender norm of mothers as self-sacrificing. (shrink)

SummaryThis paper examines the role of health knowledge in the association between mothers' education and use of maternal and child health services in Ghana. The study uses data from a nationally representative sample of female respondents to the 2008 Ghana Demographic and Health Survey. Ordered probit regression models evaluate whether women's health knowledge helps to explain use of three specific maternal and child health services: antenatal care, giving birth with the supervision of a trained professional and complete child vaccination. The (...) analyses reveal that mothers' years of formal education are strongly associated with health knowledge; health knowledge helps explain the association between maternal education and use of health services; and, net of a set of stringent demographic and socioeconomic controls, mothers' health knowledge is a key factor associated with use of health services. (shrink)

Evolutionary theory predicts that social status and fertility will be positively related. It also predicts that the relationship between status and fertility will differ for men and women. This is particularly likely in modern societies given evidence that females face greater trade-offs between status and resource acquisition and fertility than males. This paper tests these hypotheses using newly released data from the 2014 wave of the Survey of Income and Program Participation by the US Census, which has the first complete (...) measures of fertility and number of childbearing partners for a large, representative, national probability sample of men and women and also contains comprehensive measures of economic status as measured by personal and family resources, including income from all sources and all assets. Multivariate analyses show that personal income is positively associated with total fertility and number of childbearing unions for men only. For men, personal net worth is positively associated with number of childbearing unions; it is also positively associated with fertility for married men with a spouse present. These findings support evolutionary predictions of a positive relationship between status, access to mates, and reproductive success for males. Whereas personal income and personal net worth are negatively associated with total fertility and number of childbearing unions for women, family income is positively associated with total fertility for women. For married men living with a spouse, family income is negatively associated with total fertility. These findings are consistent with evolutionary theory given the existence of greater trade-offs between production and reproduction for women in an advanced industrial society. For women and men, family net worth is negatively associated with number of childbearing unions and fertility. Implications are discussed. (shrink)

We introduce non-associative linear logic, which may be seen as the classical version of the non-associative Lambek calculus. We define its sequent calculus, its theory of proof-nets, for which we give a correctness criterion and a sequentialization theorem, and we show proof search in it is polynomial.

Whereas using artificial intelligence (AI) to predict natural hazards is promising, applying a predictive policing algorithm (PPA) to predict human threats to others continues to be debated. Whereas PPAs were reported to be initially successful in Germany and Japan, the killing of Black Americans by police in the US has sparked a call to dismantle AI in law enforcement. However, although PPAs may statistically associate suspects with economically disadvantaged classes and ethnic minorities, the targeted groups they aim to protect are (...) often vulnerable populations as well (e.g., victims of human trafficking, kidnapping, domestic violence, or drug abuse). Thus, determining how to enhance the benefits of PPA while reducing bias through better management is important. In this paper, we propose a policy schema to address this issue. First, after clarifying relevant concepts, we examine major criticisms of PPAs and argue that some of them should be addressed. If banning AI or making it taboo is an unrealistic solution, we must learn from our errors to improve AI. We next identify additional challenges of PPAs and offer recommendations from a policy viewpoint. We conclude that the employment of PPAs should be merged into broader governance of the social safety net and audited publicly by parliament and civic society so that the unjust social structure that breeds bias can be revised. (shrink)

Consequentialism is often criticized for failing to accommodate impersonal constraints and personal options. A common consequentialist response is to acknowledge the anticonsequentialist intuitions but to argue either that the consequentialist can, after all, accommodate the allegedly recalcitrant intuitions or that, where accommodation is impossible, the recalcitrant intuition can be dismissed for want of an adequate philosophical rationale. Whereas these consequentialist responses have some plausibility, associational duties represent a somewhat different challenge to consequentialism, inasmuch as they embody neither impersonal constraints nor (...) personal options, but rather personal constraints. Our intuitions about associational duties resist capture within the intellectual net of consequentialism, and such duties do admit of a philosophical rationale at least as plausible as anything the consequentialist has to offer. (shrink)

Many philosophers of science have argued that a set of evidence that is "coherent" confirms a hypothesis which explains such coherence. In this paper, we examine the relationships between probabilistic models of all three of these concepts: coherence, confirmation, and explanation. For coherence, we consider Shogenji's measure of association (deviation from independence). For confirmation, we consider several measures in the literature, and for explanation, we turn to Causal Bayes Nets and resort to causal structure and its constraint on probability. All (...) else equal, we show that focused correlation, which is the ratio of the coherence of evidence and the coherence of the evidence conditional on a hypothesis, tracks confirmation. We then show that the causal structure of the evidence and hypothesis can put strong constraints on how coherence in the evidence does or does not translate into confirmation of the hypothesis. (shrink)

After people learn to sort objects into categories they see them differently. Members of the same category look more alike and members of different categories look more different. This phenomenon of within-category compression and between-category separation in similarity space is called categorical perception (CP). It is exhibited by human subjects, animals and neural net models. In backpropagation nets trained first to auto-associate 12 stimuli varying along a onedimensional continuum and then to sort them into 3 categories, CP arises as a (...) natural side-effect because of four factors: (1) Maximal interstimulus separation in hidden-unit space during autoassociation learning, (2) movement toward linear separability during categorization learning, (3) inverse-distance repulsive force exerted by the between-category boundary, and (4) the modulating effects of input iconicity, especially in interpolating CP to untrained regions of the continuum. Once similarity space has been "warped" in this way, the compressed and separated "chunks" have symbolic labels which could then be combined into symbol strings that constitute propositions about objects. The meanings of such symbolic representations would be "grounded" in the system's capacity to pick out from their sensory projections the object categories that the propositions were about. (shrink)

Of the many proposals for inferring genetic regulatory structure from microarray measurements of mRNA transcript hybridization, several aim to estimate regulatory structure from the associations of gene expression levels measured in repeated samples. The repeated samples may be from a single experimental condition, or from several distinct experimental conditions; they may be “equilibrium” measurements or time series; the associations may be estimated by correlation coefficients or by conditional frequencies (for discretized measurements) or by some other statistic. This paper describes two (...) elementary statistical difficulties for all such procedures, no matter whether based on Bayesian updating, conditional independence testing, or other machine learning procedures such as simulated annealing or neural net pruning. One difficulty obtains if large numbers of cells are aggregated in a measurement of expression levels from a common population of cells; the other obtains if small numbers of cells are aggregated or if samples are separately aggregated over different populations of cells. (shrink)

Of the many proposals for inferring genetic regulatory structure from microarray measurements of mRNA transcript hybridization, several aim to estimate regulatory structure from the associations of gene expression levels measured in repeated samples. The repeated samples may be from a single experimental condition, or from several distinct experimental conditions; they may be “equilibrium” measurements or time series; the associations may be estimated by correlation coefficients or by conditional frequencies (for discretized measurements) or by some other statistic. This paper describes two (...) elementary statistical difficulties for all such procedures, no matter whether based on Bayesian updating, conditional independence testing, or other machine learning procedures such as simulated annealing or neural net pruning. One difficulty obtains if large numbers of cells are aggregated in a measurement of expression levels from a common population of cells; the other obtains if small numbers of cells are aggregated or if samples are separately aggregated over different populations of cells. (shrink)

인터넷을 기반으로 하는 현대인의 삶은 디지털 미디어의 연장이라고 말해질 정도로 현 대 사회에서 미디어의 역할과 의미는 크다. 그리고 이것은 미디어를 기반으로 변모하는 소통 방식에 대한 이해의 중요성을 말하는 것인 동시에 이것은 미디어가 가지는 물성(物性)에 대한 적극적인 해석과 접근이 새롭게 요구된다는 것을 말하는 것이기도 하다. 이와 같은 맥락에서 본다면 디지털 미디어의 확장성을 보다 적극적으로 해석하고, 이해하는 트랜스미디어 문화연구는 미디어의 물성(物性)에 대한 종래의 접근과 해석방식이 갖는 소극적인 제한성으로부터 벗어나 디지털 미디어의 물성(物性)이 가지는 빠른 속도의 확장성과 운동성을 적극적으로 평가한 사례에 해당한다. 또한, 이것은 (...) 도구적 기능주의의 해석 방식에 천착한 미디어 물성(物性)에 대한 제한적인 해석을 넘어 향상된 인터넷 기술을 기반으로 확대되는 디지털 문화의 새로운 변모를 긍정적으로 해석하는 입장을 견지한다는 점에서 디지털 미디어의 물성(物性)에 대한 이해는 새로운 사회의 문화변동을 설명하는 중요한 논의의 토대가 된다. 그러므로 장자 천망(天網)의 생성론을 통한 미디어 문화의 확장성에 관한 비판적 연구는 디지털 미디어의 빠른 속도와 확장의 운동성에 주목하여 인터넷을 기반으로 발전하는 디지털 미디어 문화의 특징, 즉 시간과 공간의 형식이 갖는 정형성의 파괴를 장자의 철학사상에서 강조되는 물화(物化)의 비선형적 관계성과 비교고찰 하는 작업을 수행한다. 이 점에서 장자 천망(天網)의 생성론을 통한 미디어 문화의 확장성에 관한 비판적 연구는 우리사회의 미디어 문화에 대한 보다 적극적인 해석과 이해를 동양철학의 관점에서 시도하는 것인 동시에 우리의 디지털 미디어 문화가 가지는 문제를 극복할 수 있는 대안을 장자의 철학사상에서 강조되는 만물제동(萬物齊同)의 전일적(全一的) 세계관을 통해 새롭게 모색하는 일련의 과정이 된다. (shrink)

Objective: To identify factors that predict physicians’ intent to comply with the American Medical Association’s ethical guidelines on gifts from the pharmaceutical industry.Methods: A survey was designed and mailed in June 2004 to a random sample of 850 physicians in Florida, USA, excluding physicians with inactive licences, incomplete addresses, addresses in other states and pretest participants. Factor analysis extracted six factors: attitude towards following the guidelines, subjective norms , facilitating conditions , profession-specific precedents , individual-specific precedents and intent. Multivariate regression (...) modelling was conducted.Results: Surveys were received from 213 physicians representing all specialties, with a net response rate of 25.5%. 62% of respondents were aware of the guidelines; 50% had read them. 48% thought that following the guidelines would increase physicians’ credibility and professional image; 68% agreed that it was important to do so. Intent to comply was positively associated with attitude, subjective norms, facilitators and sponsorship of continuing medical education events, while individual-specific precedents had a negative relationship with intent to comply. Predictors of intent were attitude, subjective norms, the interaction term , sponsorship of CME events and individual-specific precedents.Conclusions: Physicians are more likely to follow the AMA guidelines if they have positive attitudes towards the guidelines, greater subjective norms, fewer expectations of CME sponsorship and fewer individual-specific precedents. Physicians believing that important individuals or organisations expect them to comply with the guidelines are more likely to express intent, despite having fewer beliefs that positive outcomes would result through compliance. (shrink)

Distance Learning (DL) courses have become ubiquitous, especially since the pandemic. Having had some experience with DL in high school, first-year students might be inclined to enroll in DL courses. Other students take DL because of completing demands on their time, such as work, family, or athletics participation, and some students just like the flexibility afforded by DL courses. However, many college students are unprepared for the self-regulative practices, including time management and assistance-seeking behaviors, required for success in a DL (...) course. (shrink)

Studies of the association between wealth and fertility in industrial populations have a rich history in the evolutionary literature, and they have been used to argue both for and against a behavioral ecological approach to explaining human variability. We consider that there are strong arguments in favor of measuring fertility (and proxies thereof) in industrial populations, not least because of the wide availability of large-scale secondary databases. Such data sources bring challenges as well as advantages, however. The purpose of this (...) article is to illustrate these by examining the association between wealth and reproductive success in the United States, using the National Longitudinal Study of Youth 1979. We conduct a broad-based exploratory analysis of the relationship between wealth and fertility, employing both cross-sectional and longitudinal approaches, and multiple measures of both wealth (income and net worth) and fertility (lifetime reproductive success and transitions to first, second and third births). We highlight the kinds of decisions that have to be made regarding sample selection, along with the selection and construction of explanatory variables and control measures. Based on our analyses, we find a positive effect of both income and net worth on fertility for men, which is more pronounced for white men and for transitions to first and second births. Income tends to have a negative effect on fertility for women, while net worth is more likely to positively predict fertility. Different reproductive strategies among different groups within the same population highlight the complexity of the reproductive ecology of industrial societies. These results differ in a number of respects from other analyses using the same database. We suggest this reflects the impossibility of producing a definitive analysis, rather than a failure to identify the “correct” analytical strategy. Finally, we discuss how these findings inform us about (mal)adaptive decision-making. (shrink)

In his Bayesian Nets and Causality, Jon Williamson presents an ‘Objective Bayesian’ interpretation of probability, which he endeavours to distance from the logical interpretation yet associate with the subjective interpretation. In doing so, he suggests that the logical interpretation suffers from severe epistemological problems that do not affect his alternative. In this paper, I present a challenge to his analysis. First, I closely examine the relationship between the logical and ‘Objective Bayesian’ views, and show how, and why, they are highly (...) similar. Second, I argue that the logical interpretation is not manifestly inferior, at least for the reasons that Williamson offers. I suggest that the key difference between the logical and ‘Objective Bayesian’ views is in the domain of the philosophy of logic; and that the genuine disagreement appears to be over Platonism versus nominalism. (shrink)

Le succès le plus net de Comte en ce qui concerne les mathématiques est d'avoir fixé la géométrie et la mécanique en tant que sciences d'expérience, au même titre que la physique. Il évite ainsi une position de domination des mathématiques, qui pourraient usurper la place vacante de la métaphysique. Mais Comte permet aux mathématiques analytiques, c'est-à-dire au calcul poursuivi pour lui-même, de porter l'analogie, forme de raisonnement associée à l'ancienne scolastique, qui associe des phénomènes physiques apparemment distincts. Cette conception (...) se heurte au principe de simplicité, qui est aussi principe de généralité, et la notion comtienne des « simples faits analytiques », qu'aucune expérience autre que le calcul ne justifie, devient problématique. Il s'agit de comprendre le manque de vigilance épistémologique de Comte à propos des nombres complexes comme une conséquence de sa réhabilitation de l'analogie, dans une stratégie intellectuelle toujours d'actualité. The most obvious success of Auguste Comte as regards mathematics is in his setting geometry and mechanics as expérience science with a very same approach as physics may be. He thus avoids the domination of mathematics liable to usurp the vacant seat of metaphysics. But Comte enables analytic mathematics, i.e. a calculation aimed at by itself to stand analogy, a form of reasoining associated to the ancient scholastics associating physical phenomena apparently distinct. Such a conception collides itself to the simplicity principle which is also a generality principle and the Comtian concept of « mère analytical facts » which no expérience other than calculation evidences, thus becomes problematical. The idea at stake is to understand the lack of Comte's epistemological vigilance whith regard to the complex numbers as being the conséquence of its rehab of analogy, within an everlasting intellectual strategy. (shrink)

We hypothesize that effective collaboration is facilitated when individuals and environmental components form a synergy where they work together and regulate one another to produce stable patterns of behavior, or regularity, as well as adaptively reorganize to form new behaviors, or irregularity. We tested this hypothesis in a study with 32 triads who collaboratively solved a challenging visual computer programming task for 20 min following an introductory warm‐up phase. Multidimensional recurrence quantification analysis was used to examine fine‐grained (i.e., every 10 (...) s) collective patterns of regularity across team members' speech rate, body movement, and team interaction with the shared user interface. We found that teams exhibited significant patterns of regularity as compared to shuffled baselines, but there were no systematic trends in regularity across time. We also found that periods of regularity were associated with a reduction in overall behavior. Notably, the production of irregular behavior predicted expert‐coded metrics of collaborative activity, such as teams' ability to construct shared knowledge and effectively negotiate and coordinate execution of solutions, net of overall behavioral production and behavioral self‐similarity. Our findings support the theory that groups can interact to form interpersonal synergies and indicate that information about system‐level dynamics is a viable way to understand and predict effective collaborative processes. (shrink)

Market crises amplify fear, disrupting rational decision-making of stock investment. This study examines the relationship between investors’ information priorities—such as intuition, company performance, technical analysis, and other factors—and their fear responses (freeze, flight, and hiding) during market crashes. Using the Bayesian Mindsponge Framework (BMF) to analyze data from 1,526 investors in China and Vietnam, the findings reveal complex dynamics. We found positive associations between investors’ prioritization of social influence and intuition for investment decision-making with being freeze (i.e., not knowing what (...) to do with the owned stock), between prioritization of professionals’ evaluation and intuition with fleeing (i.e. giving up stock investment permanently), and between prioritization of professionals’ evaluation and social influence with hiding (i.e., stopping investing in stock for a while). In contrast, prioritization of companies’ performance metrics (e.g., net profit, debt, etc.) was negatively associated with being freeze, fleeing, and hiding. Meanwhile, prioritization of professionals’ evaluation, technical analysis, and liquidity was negatively associated with being freeze, fleeing, and hiding, respectively. The study highlights the importance of disseminating transparent, accurate information through government and media channels, along with implementing financial education programs, to promote rational investment decisions and reduce fear-driven behaviors. (shrink)

The nomological net for the construct of organizational justice was investigated. The estimated true score correlation between procedural and distributive justice (N = 4,696, K = 16) was 0.66. The patterns of correlations of both procedural and distributive justice with job satisfaction, OCB, commitment, and productivity were also meta-analytically estimated. Procedural justice was associated to a greater extent than distributive justice with organizational commitment, organizational citizenship behaviors and productivity. Distributive and procedural justice correlated similarly with job satisfaction. Partial correlations and (...) variance reduction ratios suggested that relationships between distributive justice and work attitudes and behaviors were mostly mediated by procedural justice perceptions. Implications for theory and practice are discussed. (shrink)

Philosophical discussions on causal inference in medicine are stuck in dyadic camps, each defending one kind of evidence or method rather than another as best support for causal hypotheses. Whereas Evidence Based Medicine advocates the use of Randomised Controlled Trials and systematic reviews of RCTs as gold standard, philosophers of science emphasise the importance of mechanisms and their distinctive informational contribution to causal inference and assessment. Some have suggested the adoption of a pluralistic approach to causal inference, and an inductive (...) rather than hypothetico-deductive inferential paradigm. However, these proposals deliver no clear guidelines about how such plurality of evidence sources should jointly justify hypotheses of causal associations. We here develop such guidelines by first giving a philosophical analysis of the underpinnings of Hill’s viewpoints on causality. We then put forward an evidence-amalgamation framework adopting a Bayesian net approach to model causal inference in pharmacology for the assessment of harms. Our framework accommodates a number of intuitions already expressed in the literature concerning the EBM vs. pluralist debate on causal inference, evidence hierarchies, causal holism, relevance, and reliability. (shrink)

& Functional brain imaging offers new opportunities for the begin with single-subject (preprocessed) scan series, and study of that most pervasive of cognitive conditions, human consider the patterns of all voxels as potential multivariate consciousness. Since consciousness is attendant to so much encodings of phenomenal information. Twenty-seven subjects of human cognitive life, its study requires secondary analysis from the four studies were analyzed with multivariate of multiple experimental datasets. Here, four preprocessed methods, revealing analogues of phenomenal structures, datasets from the (...) National fMRI Data Center are considered: particularly the structures of temporality. In a second Hazeltine et al., Neural activation during response competi- interpretive approach, artificial neural networks were used tion; Ishai et al., The representation of objects in the human to detect a more explicit prediction from phenomenology, occipital and temporal cortex; Mechelli et al., The effects of namely, that present experience contains and is inflected by presentation rate during word and pseudoword reading; and past states of awareness and anticipated events. In all of 21 Postle et al., Activity in human frontal cortex associated with subjects in this analysis, nets were successfully trained to spatial working memory and saccadic behavior. The study of extract aspects of relative past and future brain states, in consciousness also draws from multiple disciplines. In this comparison with statistically similar controls. This exploratory article, the philosophical subdiscipline of phenomenology study thus concludes that the proposed methods for provides initial characterization of phenomenal structures ‘‘neurophenomenology’’ warrant further application, includ- conceptually necessary for an analysis of consciousness. These ing the exploration of individual differences, multivariate structures include phenomenal intentionality, phenomenal differences between cognitive task conditions, and explora- superposition, and experienced temporality.. (shrink)

If we are kind people, we care about others, including others who tend to hurt themselves. We all have friends or family members who have potential but squander or even ruin their lives from things like drug abuse, unwise spending decisions, or poor dietary habits. Concern for others often motivates us to endorse laws or private interventions meant to keep a person from harming herself even if that's what she wants to do in the moment. However, it is far from (...) clear that such paternalistic measures are, on net, benign, and they tend to violate an understanding that we should let adults make their own decisions. In this little book, William Glod argues that it's OK to allow people to make bad choices. It's OK even if those choices risk causing a lot of harm. Most defenders of paternalism agree that some bad choices are not harmful enough to require laws to stop them. However, Glod goes further. He argues that some people might want--and deserve--the freedom to make truly bad choices because such freedom is the only way they can act responsibly. He also argues that some "bad" choices may not even be bad, even if we can't know with confidence a person's true desires.In addition, the book explores choices that are bad because they might impose high monetary costs on others, arguing that mandatory insurance may be a better solution than eliminating the choice. Finally, it explores the potential pitfalls of paternalistic laws and policies - and how unintended, costly consequences can sabotage the most well-intended plans. Key Features Introduces key concepts for understanding paternalism and freedom of choice for undergraduates and general readers Discusses how many of our preferences are not easily understood by others, and shows how assumptions of what our true preferences can often backfire Explores ways in which people may want the freedom to make mistakes Examines the unintended consequences and associated problems of many paternalistic laws and regulations. (shrink)

Time series of macroscopic quantities that are aggregates of microscopic quantities, with unknown one‐many relations between macroscopic and microscopic states, are common in applied sciences, from economics to climate studies. When such time series of macroscopic quantities are claimed to be causal, the causal relations postulated are representable by a directed acyclic graph and associated probability distribution—sometimes called a dynamical Bayes net. Causal interpretations of such series imply claims that hypothetical manipulations of macroscopic variables have unambiguous effects on variables “downstream” (...) in the graph, and such macroscopic variables may be predictably produced or altered even while particular microstates are not. This paper argues that such causal time series of macroscopic aggregates of microscopic processes are the appropriate model for mental causation. (shrink)

This dissertation is a comparative study of Aristotelian and Chinese logic. I briefly overview the reports of difficulties in understanding that derives from cultural differences. I claim that these difficulties not only result from the fact that concepts in each language fail to match properly, but also from the fact that the logical spaces themselves are structured differently. Aristotelian logic is based on the structure of a classificatory system---a hierarchical structure of names for kinds of things organized into genera/species. Chinese (...) logic is based on a Chinese binary system---a yin-yang structure of associative relations. ;I discuss the difficulties of translating the first three chapters of Matthew Lipman's Harry Stottlemeier's Discovery---one of a series of novels used in the Philosophy for Children Project---into Chinese. These chapters discuss the logical relations constituting the Aristotelian Square of Opposition. I find that most translation problems result from the fact that the logical structures of these two languages fail to match. ;I report my research on the responses of American and Chinese school children to reading chapter one of Harry Stottlemeier's Discovery , one in the original English version and the other in Chinese. The study of discussions among older children offers evidence for my claim that logical spaces of Western and Chinese thinking are structured differently, but the study of discussions among younger children gives a hope that there is a chance for there to be communication between the two very different ways of thinking. ;The conclusion is that Aristotelian logic and Chinese logic have two very different objectives, and as a consequence, different patterns for constructing logical relations. These two patterns represent two thinking models. The former is like a tree. It represents a finite number of things according to a presumed order. The latter is like a net; from any point on the net, one can link to any number of related points in an ever-changing world. The possibility of a mutually beneficial rapprochement between Chinese and Aristotelian logic depends on whether we can lay out a way for each side to understand the other in a common discourse. (shrink)

Background: It is often claimed that a regulated kidney market would significantly reduce the kidney shortage, thus saving or improving many lives. Data are lacking, however, on how many people would consider selling a kidney in such a market. Methods: A survey instrument, developed to assess behavioural dispositions to and attitudes about a hypothetical regulated kidney market, was given to Swiss third-year medical students. Results: Respondents’ median age was 23 years. Their socioeconomic status was high or middle. 48 considered selling (...) a kidney in a regulated kidney market, of whom 31 would sell only to overcome a particularly difficult financial situation. High social status and male gender was the strongest predictor of a disposition to sell. 32 of all respondents supported legalising a regulated kidney market. This attitude was not associated with a disposition to sell a kidney. 5 respondents endorsed a market and considered providing a kidney to a stranger if and only if paid. 4 of those 5 would sell only under financial duress. Conclusions: Current understanding of a regulated kidney market is insufficient. It is unclear whether a regulated market would result in a net gain of kidneys. Most possible kidney vendors would only sell in a particularly difficult financial situation, raising concerns about the validity of consent and inequities in the provision of organs. Further empirical and normative analysis of these issues is required. Any calls to implement and evaluate a regulated kidney market in pilot studies are therefore premature. (shrink)

We used a new method to assess how people can infer unobserved causal structure from patterns of observed events. Participants were taught to draw causal graphs, and then shown a pattern of associations and interventions on a novel causal system. Given minimal training and no feedback, participants in Experiment 1 used causal graph notation to spontaneously draw structures containing one observed cause, one unobserved common cause, and two unobserved independent causes, depending on the pattern of associations and interventions they saw. (...) We replicated these findings with less‐informative training (Experiments 2 and 3) and a new apparatus (Experiment 3) to show that the pattern of data leads to hidden causal inferences across a range of prior constraints on causal knowledge. (shrink)

If $\mathcal{A}$ (V) is a net of local von Neumann algebras satisfying standard axioms of algebraic relativistic quantum field theory and V 1 and V 2 are spacelike separated spacetime regions, then the system ( $\mathcal{A}$ (V 1 ), $\mathcal{A}$ (V 2 ), φ) is said to satisfy the Weak Reichenbach's Common Cause Principle iff for every pair of projections A∈ $\mathcal{A}$ (V 1 ), B∈ $\mathcal{A}$ (V 2 ) correlated in the normal state φ there exists a projection C (...) belonging to a von Neumann algebra associated with a spacetime region V contained in the union of the backward light cones of V 1 and V 2 and disjoint from both V 1 and V 2 , a projection having the properties of a Reichenbachian common cause of the correlation between A and B. It is shown that if the net has the local primitive causality property then every local system ( $\mathcal{A}$ (V 1 ), $\mathcal{A}$ (V 2 ), φ) with a locally normal and locally faithful state φ and suitable bounded V 1 and V 2 satisfies the Weak Reichenbach's Common Cause Principle. (shrink)