Not all scientific explanations work by describing causal connections between events or the world's overall causal structure. In addition, mathematicians regard some proofs as explaining why the theorems being proved do in fact hold. This book proposes new philosophical accounts of many kinds of non-causal explanations in science and mathematics.

Many philosophers argue that explanatoriness plays no special role in confirmation – that “inference to the best explanation” (IBE) incorrectly demands giving hypotheses extra credit for their potential explanatory qualities beyond the credit they already deserve for their predictive successes. This paper argues against one common strategy for responding to this thought – that is, for trying to fit IBE within a Bayesian framework. That strategy argues that a hypothesis’ explanatory quality (its “loveliness”) contributes either to its prior probability or (...) to its likelihood. This paper argues that this strategy fails because it must give different treatments to two hypotheses that are unlovely for the very same reason. The strategy therefore loses the insight into scientific reasoning that its reconstruction in terms of IBE is supposed to provide. The paper then provides a Bayesian account of the confirmatory role of explanatoriness that represents explanatory quality as having an impact in the same place for two hypotheses that are unlovely for the very same reason. This approach works by “putting explanation back into IBE” – that is, by invoking hypotheses that refer explicitly to scientific explanation and by invoking the agent's background opinions regarding the kind of explanation that the evidence is liable to have. On this approach, there is no list of “explanatory virtues” the possession of which always helps to make an explanation better. Rather, for different facts, there are different characteristics that our background knowledge of other explanations gives us some reason to expect the given fact's explanation to possess. (shrink)

Building on earlier work on the relationship between corporate social performance (CSP) and a firm’s financial performance, this integrative empirical study supports the theoretical argument that the higher a firm’s CSP the lower its financial risk. Specifically, the relationship between CSP and risk appears to be one of reciprocal causality, because prior CSP is negatively related to subsequent financial risk, and prior financial risk is negatively related to subsequent CSP. Additionally, CSP is more strongly correlated with measures of market risk (...) than measures of accounting risk. Of all CSP measures, reputation for social responsibility appears to be the most important one in terms of its risk implications. (shrink)

This paper examines David Hull’s and Peter Godfrey-Smith’s accounts of biological individuality using the case of biofilms. Biofilms fail standard criteria for individuality, such as having reproductive bottlenecks and forming parent-offspring lineages. Nevertheless, biofilms are good candidates for individuals. The nature of biofilms shows that Godfrey-Smith’s account of individuality, with its reliance on reproduction, is too restrictive. Hull’s interactor notion of individuality better captures biofilms, and we argue that it offers a better account of biological individuality. However, Hull’s notion of (...) interactor needs more precision. We suggest some ways to make Hull’s notion of interactor and his account of individuality more precise. Generally, we maintain that biofilms are a good test case for theories of individuality, and a careful examination of biofilms furthers our understanding of biological individuality. (shrink)

Homeostatic Property Cluster (HPC) theory suggests that species and other biological taxa consist of organisms that share certain similarities. HPC theory acknowledges the existence of Darwinian variation within biological taxa. The claim is that “homeostatic mechanisms” acting on the members of such taxa nonetheless ensure a significant cluster of similarities. The HPC theorist’s focus on individual similarities is inadequate to account for stable polymorphism within taxa, and fails properly to capture their historical nature. A better approach is to treat distributions (...) of traits in species populations as irreducible facts, explained in terms of selection pressures, genealogy, and other evolutionary factors. We call this view Population Structure Theory (PST). PST accommodates the view, implicit in biological systematics, that species are identified by reference to particular historical populations. (shrink)

Ceteris-paribus clauses are nothing to worry about; aceteris-paribus qualifier is not poisonously indeterminate in meaning. Ceteris-paribus laws teach us that a law need not be associated straightforwardly with a regularity in the manner demanded by regularity analyses of law and analyses of laws as relations among universals. This lesson enables us to understand the sense in which the laws of nature would have been no different under various counterfactual suppositions — a feature even of those laws that involve no ceteris-paribus (...) qualification and are actually associated with exceptionless regularities. Ceteris-paribus generalizations of an‘inexact science’ qualify as laws of that science in virtue of their distinctive relation to counterfactuals: they form a set that is stable for the purposes of that field. (Though an accident may possess tremendous resilience under counterfactual suppositions, the laws are sharply distinguished from the accidents in that the laws are collectively as resilient as they could logically possibly be.) The stability of an inexact science's laws may involve their remaining reliable even under certain counterfactual suppositions violating fundamental laws of physics. The ceteris-paribus laws of an inexact science may thus possess a kind of necessity lacking in the fundamental laws of physics. A nomological explanation supplied by an inexact science would then be irreducible to an explanation of the same phenomenon at the level of fundamental physics. Island biogeography is used to illustrate how a special science could be autonomous in this manner. (shrink)

Is GDP a good proxy for social welfare? Building on economic theory, this book confirms that it is not, but also that most alternatives to it share its basic flaw, i.e., a focus on specific aspects of people's lives without sufficiently taking account of people's values and goals. A better approach is possible.

Explanation in mathematics has recently attracted increased attention from philosophers. The central issue is taken to be how to distinguish between two types of mathematical proofs: those that explain why what they prove is true and those that merely prove theorems without explaining why they are true. This way of framing the issue neglects the possibility of mathematical explanations that are not proofs at all. This paper addresses what it would take for a non-proof to explain. The paper focuses on (...) a particular example of an explanatory non-proof: an argument that mathematicians regard as explaining why a given theorem holds regarding the derivative of an infinite sum of differentiable functions. The paper contrasts this explanatory non-proof with various non-explanatory proofs of the same theorem. The paper offers an account of what makes the given non-proof explanatory. This account is motivated by investigating the difficulties that arise when we try to extend Mark Steiner’s influential account of explanatory proofs to cover this explanatory non-proof. (shrink)

Philosophy and Phenomenological Research, Volume 99, Issue 3, Page 714-719, November 2019.

This paper examines some recent attempts that use counterfactuals to understand the asymmetry of non-causal scientific explanations. These attempts recognize that even when there is explanatory asymmetry, there may be symmetry in counterfactual dependence. Therefore, something more than mere counterfactual dependence is needed to account for explanatory asymmetry. Whether that further ingredient, even if applicable to causal explanation, can fit non-causal explanation is the challenge that explanatory asymmetry poses for counterfactual accounts of non-causal explanation. This paper argues that several recent (...) accounts Explanation beyond causation: philosophical perspectives on non-causal explanations, Oxford University Press, Oxford, pp 117–140, 2018; Jansson and Saatsi in Br J Philos Sci, forthcoming; Jansson in J Philos 112:7–599, 2015; Saatsi and Pexton in Philos Sci 80: 613–624, 2013; French and Saatsi, in: Reutlinger and Saatsi Explanation beyond causation: philosophical perspectives on non-causal explanations, Oxford University Press, Oxford, pp 185–205, 2018) fail to meet this challenge. The paper then sketches a more positive proposal for dealing with explanatory asymmetry in non-causal explanations. (shrink)

Ethological theories usually attribute semantic content to animal signals. To account for this fact, many biologists and philosophers appeal to some version of teleosemantics. However, this picture has recently came under attack: while mainstream teleosemantics assumes that representational systems must cooperate, some biologists and philosophers argue that in certain cases signaling can evolve within systems lacking common interest. In this paper I defend the standard view from this objection.

. A typical textbook explanation of a rocket’s motion when its engine is fired appeals to momentum conservation: the rocket accelerates forward because its exhaust accelerates rearward and the system’s momentum must be conserved. This paper examines how this explanation works, considering three challenges it faces. First, the explanation does not proceed by describing the forces causing the rocket’s motion. Second, the rocket’s motion has a causal-mechanical explanation involving those forces. Third, if momentum conservation and the rearward motion of the (...) rocket’s exhaust explain why the rocket accelerates forward, then presumably momentum conservation and the rocket’s forward motion likewise explain why the rocket emits exhaust rearward. Explanatory circularity threatens to follow from this pair of explanations. This paper examines how the conservation-law explanation works and how it is compatible with the causal-mechanical explanation. The paper argues that these two explanations do not explain precisely the same fact relative to the same contrast class. The paper interprets the two conservation-law explanations as non-causal and argues that they yield no explanatory circularity. (shrink)

This paper explores the nature of the relationship between corporate social responsibility (CSR) and competitiveness. We start with the commonly held view that firm competitiveness is defined by the market. That is, the question of what are the critical competitiveness factors is answered by looking at how companies and financial analysts describe and evaluate a firm. To analyze this, we review the current state of the art on the relationship between CSR and competitiveness. Second, CSR criteria used by financial analysts (...) is identified and compared with company valuation methods. Third, the results of a multi-stakeholder dialogue on CSR and competitiveness of the European financial sector are presented. As a conclusion, we argue that CSR and competitiveness relate through a learning and innovation cycle, where corporate values, policies and practices are permanently defined and re-defined. Thus, we propose that learning takes place as CSR is embedded in business processes, and that once it has been integrated, in turn, it generates innovative practices, and finally, competitiveness. At the end of the paper, we propose that CSR in practice consists of managing inherent paradoxes generated by the tension between CSR and business policies. (shrink)

Paul Thompson, John Beatty, and Elisabeth Lloyd argue that attempts to resolve certain conceptual issues within evolutionary biology have failed because of a general adherence to the received view of scientific theories. They maintain that such issues can be clarified and resolved when one adopts a semantic approach to theories. In this paper, I argue that such conceptual issues are just as problematic on a semantic approach. Such issues arise from the complexity involved in providing formal accounts of theoretical laws (...) and scientific explanations. That complexity is due to empirical and pragmatic considerations, not one's adherence to a particular formal approach to theories. This analysis raises a broader question. How can any formal account properly represent the complex nature of empirical phenomena? (shrink)

Australia’s experience of the COVID-19 pandemic has been widely perceived to have been a successful one, based on the relatively few number of lives lost to the virus compared to the rest of the world. There remain, nonetheless, serious ethical challenges at the heart of the Australian response to COVID-19. The broadly positive outcomes of Australia’s pandemic response mask more troubling developments within its political culture, and the costs it has imposed on its society. This article examines two concerns in (...) particular: the normalisation of fear and emergency through the language and policy responses adopted by governments, and the significant diminution of individual freedoms and human rights. (shrink)

This paper concerns the relation between a proof’s beauty and its explanatory power – that is, its capacity to go beyond proving a given theorem to explaining why that theorem holds. Explanatory power and beauty are among the many virtues that mathematicians value and seek in various proofs, and it is important to come to a better understanding of the relations among these virtues. Mathematical practice has long recognized that certain proofs but not others have explanatory power, and this paper (...) offers an account of what makes a proof explanatory. This account is motivated by a wide range of examples drawn from mathematical practice, and the account proposed here is compared to other accounts in the literature. The concept of a proof that explains is closely intertwined with other important concepts, such as a brute force proof, a mathematical coincidence, unification in mathematics, and natural properties. Ultimately, this paper concludes that the features of a proof that would contribute to its explanatory power would also contribute to its beauty, but that these two virtues are not the same; a beautiful proof need not be explanatory. (shrink)

According to Lange,?Really Statistical explanations? constitute an important kind of non-causalscientific explanation. However, Roski has argued that all alleged RS explanations are either causalexplanations or not explanations at all. In so arguing, Roski has invoked Kahneman?s interpretation of onealleged RS explanation. I employ Roski?s arguments as an opportunity to elaborate and defend RS explanations. Iargue that?RS explanations? genuinely explain rather than deny the presuppositions of why-questions. I argue thatthe RS model is not excessively permissive in allowing some explanations to work (...) purely statistically rather than bydescribing causal relations. I argue that Roski?s view that some?RS explanations? operate by describing causalrelations fails to capture the kind of explanatory insight that RS explanations provide. I elaborate the notion of a?characteristically statistical phenomenon? that figures in the RS model and thereby explain how an RS explanationreveals that its explanandum is independent of any causal facts or specific chances, but rather depends only on ageneric sort of arrangement of chances. Finally, I argue that Roski misinterprets Kahneman, who actually holds thatthe explanation he discusses is a non-causal explanation that nicely fits the RS model. RS explanations constitutean important kind of non-causal scientific explanation. (shrink)

Improper dependencies slant policy over a drug's life span, biasing the development of new drugs, the testing and marketing approval for new drugs, and the monitoring of patient safety after drugs are marketed. This article examines five ways in which the public improperly depends on pharmaceutical firms that compromise the integrity of pharmaceutical policy. Today the public relies on pharmaceutical firms: (1) to set priorities on drug research and development; (2) to conduct clinical trials to test whether drugs are safe (...) and effective; (3) to decide what clinical trial data to disclose to the public; (4) to monitor post marketing drug safety; (5) to supply product information to physicians and to finance continuing medical education and other professional activities. The article suggests options to overcome each of these dependencies. (shrink)

Anticipating the ethical impact of emerging technologies is an essential part of responsible innovation. One such emergent technology is the digital twin which we define here as a living replica of a physical system (human or non-human). A digital twin combines various emerging technologies such as AI, Internet of Things, big data and robotics, each component bringing its own socio-ethical issues to the resulting artefacts. The question thus arises which of these socio-ethical themes surface in the process and how they (...) are perceived by stakeholders in the field. In this report we present the results of a qualitative study into the socio-ethical benefits and socio-ethical risks of using digital twins in healthcare. Employing insights from ethics of technology and the Quadruple Helix theory of innovation, we conducted desk research of white literature and 23 interviews with representatives from the four helixes: industry, research, policy and civil society. The ethical scan revealed several important areas where the digital twin can produce socio-ethical value (e.g., prevention and treatment of disease, cost reduction, patient autonomy and freedom, equal treatment) but also several important areas of socio-ethical risks (e.g., privacy and property of data, disruption of existing societal structures, inequality and injustice). We conclude with a reflection on the employed analytical tool and suggestions for further research. (shrink)

Here I briefly discuss some comparative data on social play behaviour in hope of broadening the array of species in which researchers attempt to study animal morality. I am specifically concerned with the notion of ‘behaving fairly'. In the term ‘behaving fairly’ I use as a working guide the notion that animals often have social expectations when they engage in various sorts of social encounters the violation of which constitutes being treated unfairly because of a lapse in social etiquette. I (...) will cash this out below in my discussion of social play behaviour. (shrink)

It has frequently been argued recently that Jeffrey Conditionalization (JC) does not permit undermining. For JC to be inapplicable in cases where the evidence could be undermined would severely compromise JC’s range. However, this paper contends that the argument fails to show that JC cannot accommodate undermining. This response turns on using the proper partition to capture the direct impact of our evidence in redistributing our credences.

Many writers claim that human kinds are significantly different from biological and natural kinds. Some suggest that humans kinds are unique because social structures are essential for the etiology of human kinds. Others argue that human cultural evolution is decidedly different from other forms of evolution. In this paper I suggest that the gulf between humans and our biological relatives is not as wide as some argue. There is a taxonomic difference between human and nonhuman organisms, but such factors as (...) social structure and cultural evolution do not distinguish us from many other organisms. (shrink)

Through the 1960s, many people claimed that drug advertising was educational and physicians often relied on it. Continuing Medical Education (CME) was developed to provide an alternative. However, because CME relied on grants, industry funders chose the subjects offered. Now policymakers worry that drug firms support CME to promote sales and that commercial support biases prescribing and fosters inappropriate drug use. A historical review reveals parallel problems between advertising and industry-funded CME. To preclude industry influence and improve CME, we should (...) ensure independent funding by taxing medical industries, facilities and physicians. Independent public and professional authorities should create CME curricula. An independent agency should allocate all funds to educational institutions for approved curricula. (shrink)

In this preliminary study, the authors extend Swanson's concept of normative myopia (the propensity of executives to downplay or ignore the values at stake in their decision making) by using it as a point of reference for studying executives' preference for high pay dispersion. Specifically, the authors designed a survey to examine hypothesized relationships among myopia, personality, and executives' preference for highly stratified organizational pay structures. Data from 133 executive respondents suggest that myopic executives tend to prefer top-heavy compensation systems. (...) In addition, the findings point to an inverse relationship between the personality factor Agreeableness and normative myopia, with the former offsetting the latter. The authors reject the alternative hypothesis that gender influences both agreeableness and myopia and conclude with some implications for business and society, including Swanson's proposition that normative myopia at the top contributes to a neglectful form of corporate social performance. (shrink)

Intentions and emotions arise together, and emotions compel us to pursue goals. However, it is not clear when emotions become objects of awareness, how emotional awareness changes with goal pursuit, or how psychological and neural processes mediate such change. We first review a psychological model of emotional episodes and propose that goal obstruction extends the duration of these episodes while increasing cognitive complexity and emotional intensity. We suggest that attention is initially focused on action plans and their obstruction, and only (...) when this obstruction persists does focal attention come to include emotional states themselves. We then model the self-organization of neural activities that hypothetically underlie the evolution of an emotional episode. Phases of emotional awareness are argued to parallel phases of synchronization across neural systems. We suggest that prefrontal activities greatly extend intentional states while focal attention integrates emotional awareness and goal pursuit in a comprehensive sense of the self in the world. (shrink)

What is the purpose of political theoretical endeavour and what methods should the early 21st-century political theorist employ? These questions – which touch on issues which go to the very heart of the vocation of political theory – have become increasingly contentious in recent years. The period since the late 1980s has been one in which theorists have increasingly disagreed not only about conventional matters of normative contention but also about the means by which to seek to resolve them. This (...) article examines a central tension that has characterized that general methodological disagreement, namely the place of empirical inquiry within the repertoire of the professional political theorist. Having carefully examined the contentions of an eclectic range of contributors to the debate, including G.A. Cohen, Alasdair MacIntyre and David Miller, this article argues that efforts either wholly to separate empirical investigation from normative enquiry or to bind the two ever-closer together are fraught with difficulties. It concludes by contending that political theorists ought to take aspects of the empirical political and social sciences extremely seriously while avoiding the temptation to have their normative agenda dictated to them by the contingent pressures of the here and now. (shrink)

Several philosophers have argued that ‘constraints’ constrain (and thereby explain) by virtue of being modally stronger than ordinary laws of nature. In this way, a constraint applies to all possible systems, for a variety of possibility that is broader (that is, more inclusive) than the variety we employ when we say that the ordinary laws of nature apply to all physically possible systems. Explanations by constraint are thus more broadly unifying than ordinary causal explanations. Philosophical examples of good candidates for (...) constraints have heretofore been drawn almost exclusively from fundamental physics. This paper argues for the existence of such constraints (even multiple levels of them) in at least one human science (linguistics), not just in physics. (shrink)

This chapter presents arguments positing that there is an important sense in which it takes more than all of the actual kinds to make a world, contrary to the popular saying that goes “it takes all kinds to make a world.” In a variety of ways, the various species of elementary particles are ideal cases of natural kinds since each belongs to exactly one of these natural kinds and it essentially belongs to that kind. There exists perfect uniformities within each (...) species and sharp distinctions between the species with respect to certain properties. Some of these properties are essential and suffice to give necessary and adequate conditions for species-membership, while others derive from the fundamental properties via exceptionless uniformities with no ceteris paribus escape clauses. (shrink)

Although I reject neuronormativity -- an idea central to the Brain Disease Model of Addiction -- Henden and Gjelsvik argue that the disease definition might refer to normativity in nonneural domains. They profess that a cognitive dysfunction, or a mismatch of evolutionary intentions, could also qualify as norm violations, thus legitimizing the disease label. The need for dividing lines is questioned as well. I rebut these criticisms in turn, but I must admit they are thought provoking.

Wakefield doesn't mind my focus on parallels between addiction and love. But love can fall outside the bounds of what evolution intended. So, he claims, comparing addiction with love does not preclude a naturally defined "disorder." I counter with the argument that evolution handed us such highly general response systems, the bounds of normality cannot be defined.

This paper addresses Prinz's naturalistic theory of conceptual content, which he has defended in several works (Prinz, 2000; 2002; 2006). More precisely, I present in detail and critically assess his account of referential content, which he distinguishes from nominal or cognitive content. The paper argues that Prinz's theory faces four important difficulties, which might have significant consequences for his overall empiricist project.