Working memory limits are best defined in terms of the complexity of the relations that can be processed in parallel. Complexity is defined as the number of related dimensions or sources of variation. A unary relation has one argument and one source of variation; its argument can be instantiated in only one way at a time. A binary relation has two arguments, two sources of variation, and two instantiations, and so on. Dimensionality is related to the number of chunks, because (...) both attributes on dimensions and chunks are independent units of information of arbitrary size. Studies of working memory limits suggest that there is a soft limit corresponding to the parallel processing of one quaternary relation. More complex concepts are processed by or In segmentation, tasks are broken into components that do not exceed processing capacity and can be processed serially. In conceptual chunking, representations are to reduce their dimensionality and hence their processing load, but at the cost of making some relational information inaccessible. Neural net models of relational representations show that relations with more arguments have a higher computational cost that coincides with experimental findings on higher processing loads in humans. Relational complexity is related to processing load in reasoning and sentence comprehension and can distinguish between the capacities of higher species. The complexity of relations processed by children increases with age. Implications for neural net models and theories of cognition and cognitive development are discussed. (shrink)

The core issue of our target article concerns how relational complexity should be assessed. We propose that assessments must be based on actual cognitive processes used in performing each step of a task. Complexity comparisons are important for the orderly interpretation of research findings. The links between relational complexity theory and several other formulations, as well as its implications for neural functioning, connectionist models, the roles of knowledge, and individual and developmental differences, are considered.

Experts identified water quality, manure, good handling practices (including personal hygiene and equipment sanitation), and traceability as critical farm problem areas that, if addressed, are likely to decrease risk associated with microbial contamination of fresh produce from all scales of agriculture. However, the diverse nature of production strategies used by produce farmers presents multiple options for addressing foodborne illness issues while simultaneously creating potential complications. We use a mental models methodology to enhance our understanding of the underlying factors and assumptions (...) of small, medium, and large produce growers that influence their decision-making processes for contamination prevention and control. This empirical evidence demonstrates how challenges and opportunities to food safety are related to the scale of production and marketing strategies. We believe that refining the development of standards and existing extension and outreach food safety programs are important to both consumer protection and supporting agricultural communities. Additionally, this approach will help develop and refine food safety programs that will result in empirically grounded recommendations based on identified grower information needs. (shrink)

Working parents in are struggling to balance the demands of their occupation with those of childcare and homeschooling during the COVID-19 pandemic. Moreover, studies show that women are shouldering more of the burden and reporting greater levels of psychological distress, anxiety, and depression relative to men. However, research has yet to show that increases in psychological symptoms are linked to changes in stress during the pandemic. Herein, we conduct a small-N study to explore the associations between stress and psychological symptoms (...) during the pandemic among mothers using structural equation modeling, namely latent change score models. Thirty-three mothers completed questionnaires reporting current anxious and depressive symptoms, as well as stressful life experiences prior to-versus during the pandemic. Women endorsed significantly more stressful events during the pandemic, relative to the pre-pandemic period. Additionally, 58% of mothers scored as moderate-to-high risk for developing a stress-related physical illness in the near future because of their pandemic-level stress. Depressive symptoms were associated with the degree of change in life stress, whereas anxiety symptoms were more related to pre-pandemic levels of stress. The present study preliminarily sheds light on the nuanced antecedents to mothers’ experiences of anxious and depressive symptoms during the COVID-19 pandemic. Although further work is needed in larger, more diverse samples of mothers, this study highlights the potential need for appropriate policies, and prevention and intervention programs to ameliorate the effects of pandemics on mothers’ mental health. (shrink)

P S Wilson; Interests, Values and Educational Language, Journal of Philosophy of Education, Volume 10, Issue 1, 30 May 2006, Pages 147–166, https://doi.org/10.1.

P S Wilson; Perspectives on Punishment—Reply to Pamela Moore, Journal of Philosophy of Education, Volume 8, Issue 1, 30 May 2006, Pages 103–134, https://doi.org.

P S Wilson; Child-Centred Education, Journal of Philosophy of Education, Volume 3, Issue 1, 30 May 2006, Pages 105–126, https://doi.org/10.1111/j.1467-9752.1969.

P S Wilson; Interests and Educational Values, Journal of Philosophy of Education, Volume 8, Issue 2, 30 May 2006, Pages 181–199, https://doi.org/10.1111/j.1467-.

Autonomy operates as a key term in debates about the rights of families to choose distinct approaches to education. Yet, what autonomy means is often complicated by the actual circumstances and contexts of schools, families, and children. In this essay, Terri S. Wilson and Matthew A. Ryg focus on the challenges involved in translating an ideal of educational autonomy into the “nonideal” contexts and circumstances that surround families' choices. Drawing on the methodological insights of Elizabeth Anderson and John Dewey, (...) they sketch out a nonideal approach for exploring autonomy. Wilson and Ryg particularly focus on Dewey's notion of an ideal, his treatment of autonomy as a concept, and his view of the self. Such a nonideal approach draws attention toward the specific circumstances, habits, and environments that make autonomy possible. Wilson and Ryg illustrate the salience of this nonideal approach by exploring one example of an empirically engaged study of autonomy. (shrink)

There is a major debate as to whether there are non-causal mathematical explanations of physical facts that show how the facts under question arise from a degree of mathematical necessity considered stronger than that of contingent causal laws. We focus on Marc Lange’s account of distinctively mathematical explanations to argue that purported mathematical explanations are essentially causal explanations in disguise and are no different from ordinary applications of mathematics. This is because these explanations work not by appealing to what the (...) world must be like as a matter of mathematical necessity but by appealing to various contingent causal facts. (shrink)

This article is guided by principles and practices of bioethics and public health ethics focused on health care reform within the context of promoting Optimal Health. The Tuskegee University National Center for Bioethics in Research and Health Care is moving beyond the traditions of bioethics to incorporate public health ethics and Optimal Health. It is imperative to remember the legacy of the ill-fated research entitled Tuskegee Study of Untreated Syphilis in the Negro Male. Human participant research and health care must (...) be connected to principles of bioethics and public health ethics if the Affordable Care Act is expected to positively impact on the health of people living in the United States. Optimal Health describes a strategy to achieve individual and population health. Health care reform offers an opportunity to shift from the traditional pathology focus of managing diseases to target disease prevention and health promotion with a new set of tools. Transformational change is possible if the lessons learned from the U.S. Public Health Service Syphilis Study at Tuskegee are considered and strategies in bioethics and public heath ethics are employed. (shrink)

In this essay, I describe some of the methodological dimensions of my ongoing research into how parents choose schools. I particularly focus on how philosophical frameworks and analytical strategies have shaped the empirical portion of my research. My goal, in this essay, is to trace and explore the ways in which philosophy of education—as a methodological orientation—may enable researchers to be attentive to the normative dimensions of human experience. In addition, I will argue that philosophically informed empirical research offers new (...) possibilities for making normative arguments that are closely connected to the non-ideal, complex ground of actual experience. (shrink)

Depression is a widespread concern in the United States. Neuromodulation treatments are becoming more common but there is emerging concern for racial disparities in neuromodulation treatment utilization. This study focuses on Transcranial Magnetic Stimulation (TMS), a treatment for depression, and the structural and attitudinal barriers that racialized individuals face in accessing it. In January 2023 participants from the Twin Cities, Minnesota engaged in focus groups, coupled with an educational video intervention. Individuals self identified as non-white who had no previous TMS (...) exposure but had tried at least one treatment for their depression. Results revealed that the intervention did not notably change knowledge or stigma about TMS, but attitudes surrounding traveling for treatment changed. Notably, barriers like affordability, frequency of treatment, and lack of knowledge persist. Participants expressed a desire for more information, personal connection, and a tailored educational approach. The study suggests a need for multifaceted strategies to reduce disparities, focusing on education, community-based resources, and policy interventions. Immediate actions that can be taken include the creation of a TMS education program focused on patient engagement and awareness about TMS. (shrink)

In the latter half of the twentieth century, philosophers of science have argued (implicitly and explicitly) that epistemically rational individuals might compose epistemically irrational groups and that, conversely, epistemically rational groups might be composed of epistemically irrational individuals. We call the conjunction of these two claims the Independence Thesis, as they together imply that methodological prescriptions for scientific communities and those for individual scientists might be logically independent of one another. We develop a formal model of scientific inquiry, define four (...) criteria for individual and group epistemic rationality, and then prove that the four definitions diverge, in the sense that individuals will be judged rational when groups are not and vice versa. We conclude by explaining implications of the inconsistency thesis for (i) descriptive history and sociology of science and (ii) normative prescriptions for scientific communities. (shrink)

Many scholars have pursued philosophical inquiry through empirical research. These empirical projects have been shaped—to varying degrees and in different ways—by philosophical questions, traditions, frameworks and analytic approaches. This issue explores the methodological challenges and opportunities involved in these kinds of projects. In this essay, we briefly introduce the nine projects featured in this issue and then address two key questions: First, how do these diverse contributors understand their empirical research as a mode of philosophical inquiry? And, second, what is (...) the value in engaging in empirical research oneself, as opposed to drawing on the empirical work of others? As the essays in this issue demonstrate, there is no single answer to these questions. Our hope is that these guiding questions—and the diverse and divergent answers offered within this special issue—might demonstrate the live and pressing methodological questions involved in integrating empirical research and philosophical inquiry. (shrink)

Modeling and computer simulations, we claim, should be considered core philosophical methods. More precisely, we will defend two theses. First, philosophers should use simulations for many of the same reasons we currently use thought experiments. In fact, simulations are superior to thought experiments in achieving some philosophical goals. Second, devising and coding computational models instill good philosophical habits of mind. Throughout the paper, we respond to the often implicit objection that computer modeling is “not philosophical.”.

This article examines the French esoteric scholar René Guénon's concepts of tradition, the Centre and the primordial state, and the symbols which he argues body them forth. In particular it discusses the symbolism of the heart and the Grail in Guénon's work. It uses a close reading of the earliest Grail romances to develop a critique of Guénon, and in particular of his concept of tradition and his attitude towards Christianity.

Economic theory assumes that preferences are rational. However, experiments have found small violations of transitivity. This paper develops a model of rationality with preference discovery costs. Introspection is costly. Thus, agents may find it optimal to use less than full effort, even though this raises the risk of making a poor choice. This model could potentially explain the intransitivities observed in the data while retaining rationality and optimization.

If a person's head moves, she may or may not have moved her head, and, if she did move it, she may have actively performed the movement of her head or merely, by doing something else, caused a passive movement. And, if she performed the movement, she might have done so intentionally or not. This short array of contrasts (and others like them) has motivated questions about the nature, variety, and identity of action. Beyond the matter of her moving, when (...) the person moves her head, she may be indicating agreement or shaking an insect off her ear. Should we think of the consequences, conventional or causal, of physical behavior as constituents of an action distinct from but ‘generated by’ the movement? Or should we think that there is a single action describable in a host of ways? Also, actions, in even the most minimal sense, seem to be essentially ‘active’. But, how can we explain what this property amounts to and defend our wavering intuitions about which events fall in the category of the ‘active’ and which do not? (shrink)

In this paper we review selected international legal instruments, the effect, if any, that they have had on global health, and how these instruments might have contributed to the realization of health rights. We consider a number of instruments from the international health law field as well as two from the field of international environmental law.1 The latter two, in addition to the considerable link between health and climate/environment, are considered with the purpose of drawing more generalized lessons about what (...) contributes to the success or failure of an international legal instrument; the lessons are then applied to our analysis of the health law instruments that are the primary focus of our paper. (shrink)

This article examines life assurance and the politics of ‘big data’ in mid-19th-century Britain. The datasets generated by life assurance companies were vast archives of information about human longevity. Actuaries distilled these archives into mortality tables – immensely valuable tools for predicting mortality and so pricing risk. The status of the mortality table was ambiguous, being both a public and a private object: often computed from company records they could also be extrapolated from public projects such as the census, or (...) clerical records. Life assurance more generally straddled the line between private enterprise and collective endeavour, though its advocates stressed the public interest in its success. Reforming actuaries such as Thomas Rowe Edmonds wanted the data on which mortality tables were based to be made publicly available, but faced resistance. Such resistance undermined insurers’ claims to be scientific in spirit and hindered Edmonds’s personal quest for a law of mortality. Edmonds pushed instead for an open actuarial science alongside fellow travellers at the Statistical Society of London, which was populated by statisticians such as William Farr as well as by radical mathematicians such as Charles Babbage. The article explores Babbage’s little-known foray into the world of insurance, both as a budding actuary but also as a fierce critic of the industry. These debates over the construction, ownership, and accessibility of insurance datasets show that concern about the politics of big data did not begin in the 21st century. (shrink)

Virtue and the Moral Life brings together distinguished philosophers and theologians with younger scholars of consummate promise to produce ten essays that engage both academics and students of ethics. This collection explores the role virtues play in identifying the good life and the good society.

The act of slowness is by its very nature an implied reduction of physical engagement that one might argue has as much to do with impairment as it does with temporal devaluation. Yet when placed in a twenty-first century context there are a growing number of arguments that position slowness as a mediator of resistance to fast-paced communication transactions thus impacting on the ways in which human interaction coexists between digital technology and cultural immediacy. While it may be suggestive to (...) position this new emergence as a collective of technoanthropological treaties as found, for example, in the Slow Media Manifesto , there is an under-valued relation that I will discuss throughout this paper when considering the role that slow motion plays out as a condition rather than an effect of lens based practice. Discussion will integrate the ideas of Proust, Mearleu Ponty, and Murch with review of contributions from Wes Anderson, The Wachowski Siblings, Bill Viola, and Adam Magyar. These perspectives will align with discussion of my own lens-based practice with regards to a slow motion experimental called The 51 Paintings Suite. (shrink)

P S Wilson; Interests, Values and Educational Language, Journal of Philosophy of Education, Volume 10, Issue 1, 30 May 2006, Pages 147–166, https://doi.org/10.1.

It is proved that there is a formula$\pi \left$in the first-order language of group theory such that each component and each non-abelian minimal normal subgroup of a finite groupGis definable by$\pi \left$for a suitable elementhofG; in other words, each such subgroup has the form$\left\{ {x|x\pi \left} \right\}$for someh. A number of consequences for infinite models of the theory of finite groups are described.

School choice positions parents as consumers who select schools that maximize their preferences. This account has been shaped by rational choice theory. In this essay, Terri Wilson contrasts a rational choice framework of preferences with John Dewey's understanding of interest. To illustrate this contrast, she draws on an example of one parent's school decision-making process. Dewey's concept of interest offers an alternative conceptual vocabulary attentive to the complex, value-laden, and evolving process of choosing a school. Her analysis considers how (...) schools might not just appeal to the preexisting preferences of families, but might instead actively shape those interests to democratic ends. (shrink)