Integrated Information Theory stands out as one of the most promising theories for dealing with the hard problem of consciousness. Founded on five axioms derived from phenomenology, IIT seeks for the physical substrate of consciousness that complies with such axioms according to the criterion of maximally integrated information. Eventually, IIT identifies phenomenal consciousness with maximal Φ or, what is the same thing, with the strongest cause-effect power in the system. Among the scholars critical of this theory, some point to the (...) so-called Intrinsicality Problem, namely that consciousness cannot be an intrinsic property of the system because maximal Φ crucially depends on the possible existence of bigger values of Φ if the initial system is appropriately linked to or embedded in larger systems. Although proposals in the recent literature aim to solve the IP by going beyond reductionism and physicalism, none of them tackle the real issue, i.e., the insufficiency of IIT’s causal-metaphysical structure. This papers endeavors to provide a solution to the IP in IIT within a hylomorphist ontology that includes formal causation. Complementing IIT with formal causation provides the theory with a criterion of individuation that solves the IP and, by relaxing identification between maximal Φ and consciousness, it lends a more robust metaphysical structure. To wit, maximal Φ is a necessary but not sufficient condition for the existence of consciousness. (shrink)

What is the role of practical thought in determining the intentional action that is performed? Donald Davidson’s influential answer to this question is that thought plays an efficient-causal role: intentional actions are those events that have the correct causal pedigree in the agent's beliefs and desires. But the Causal Theory of Action has always been plagued with the problem of “deviant causal chains,” in which the right action is caused by the right mental state but in the wrong way. This (...) paper addresses an alternative approach to understanding intentional action inspired by G.E.M. Anscombe, interpreting that view as casting practical thought in the role of formal rather than efficient cause of action and thereby avoiding the problem of deviant (efficient) causal chains. Specifically, on the neo-Anscombean view, it is the agent’s “practical knowledge” – non-observational, non-inferential knowledge of what one is doing – that confers the form of intentional action on an event and is the contribution of thought to determining what is intentionally done. This paper argues that the Anscombean view is subject to its own problematic type of deviance: deviant formal causation. What we know non-observationally about what we are doing often includes more than what we intend to be doing; we also know that we are bringing about the foreseen side effects of acting in the intended way. It is argued that the neo-Anscombean view faces difficulty in excluding the expected side effects from the specification of what is intentionally done, whereas the Causal Theory has no such difficulty. Thus, the discussion amounts to an argument in favor of the Causal Theory of Action. (shrink)

In the past years, the relevance of Thomas Aquinas's theory of cognition for contemporary debates on epistemology has been widely discussed. That theory claims that mind and world are formally identical and that this relationship overcomes various problems associated with scepticism concerning mental representation. The proposal, however, is grounded on the idea that the world can act on the mind through a relation of formal causation. This thesis attempts to develop a Thomistic theory of formal causation (...) which may be suitable for a realist account of mental representation and which may meet the requirements prompted by current discussions. The suggested view is grounded on Aquinas's metaphysics, according to which the world is constituted of substances. The claim that change is possible since substances are hylomorphically constituted is defended. Aquinas's claim that some substances have forms which may act independently of matter is also supported. The paradigmatic examples are human souls, i.e. the forms of human beings, whose higher cognitive capacity, i.e. thinking, can be in principle carried on without the need of any material organ. A Thomistic theory of causation is subsequently proposed. It is argued that hylomorphism explains the distinction among four species of causes. Aquinas's attempt to explain causal relations conditionally is developed along the lines suggested by John Mackie's INUS conditional analysis. Jaegwon Kim's implementation of Mackie's proposal through an object-based metaphysics of events is then adapted to the hylomorphical account of substances. On these grounds, a theory of formal causation can be proposed and applied to Aquinas's theory of mental representation. The ensuing proposal is offered not in the spirit of historical exegesis but as a substantive philosophical account and it is Thomistic only in the broad sense that it is built on Aquinas's metaphysics and is consistent with his claims on causation. (shrink)

The problem of natural teleology in biology has traditionally focused on reconciling Aristotle’s efficient and final causation. In this paper, however, I emphasize the importance of formal causation in natural teleological explanations and suggest that undermining its legitimacy is a backdoor route to undermining natural teleology itself. Formal causation, I argue, represents the “phenotype” of an object, to use a familiar word from genetics. This means that formal causes specify not only intrinsic “genotypic” qualities (...) of an object but also a range of environments in which the object is “properly” to inhabit. Such environmental specificity is possible through conscious activity, but is not found anywhere in non-conscious nature. Das Problem der natürlichen Teleologie ist traditionellerweise darin gesehen worden, Aristoteles’ Wirkursache und seine Finalursache miteinander zu vereinbaren. Dagegen betone ich in diesem Aufsatz die Bedeutung der formalen Verursachung in natürlichen teleologischen Erklärungen. Wenn man ihre Legitimität untergräbt, so lege ich nahe, untergräbt man gleichsam durch die Hintertür natürliche Teleologie als solche. Ich argumentiere, dass formale Verursachung den „Phänotyp“ eines Objekts darstellt, um ein geläufiges Wort aus der Genetik zu verwenden. Dies bedeutet, dass formale Ursachen nicht nur intrinsische „genotypische“ Eigenschaften eines Objekts spezifizieren, sondern auch eine Bandbreite von Umgebungen, in denen das Objekt „im eigentlichen Sinn“ angesiedelt sein sollte. Diese Spezifizierung der Umgebung ist durch bewusste Aktivität möglich, findet sich aber nirgendwo in der nicht-bewussten Natur. (shrink)

Whatever may be its other sins, the history of philosophy cannot be faulted for the fleetingness of its memory: "modern" philosophy, after all, is supposed to begin with a figure born 400 years ago, René Descartes. Indeed, even the view that it began then can trace its ancestry back to Descartes. But it would be historically naïve simply to agree with Descartes's self-congratulatory myth of creating a new philosophy ex nihilo. His achievement was a tremendous one, rightfully seen as provoking (...) a sea-change in the history of philosophy, but it was accomplished as much by reflecting on what had gone before as by any other means. One area where Descartes induced the philosophical seas to change can be found in the understanding of causation, and there Descartes clearly took issue with his predecessors, particularly his scholastic predecessors. His quarrel with scholastic natural philosophy over the place of final causes is already well-known, but Descartes took aim just as frequently at the scholastic theory of species, a theory that is a response primarily to questions about "formal" causation in perception and conception. This is in spite of the use Descartes himself sometimes made of 'form': both in such mysterious notions as formal reality and in such supposedly de-mystified ones as the mathematically describable shape of parts of extension. But he did expressly reject the theory of species, and much of the metaphysics that went with it, thereby putting the role and importance of formal causation up for grabs, and changing the nature and range of acceptable explanation in many areas. (shrink)

A statistical method for inference of formal causes was introduced. The procedure, referred to as the method of corresponding regressions, was explained and illustrated using a variety of simulated causal models. The method reflects IV/DV relations among variables traditionally limited to correlational or structural equation analysis. The method was applied to additive, subtractive, multiplicative, recursive and reflected models, as well as models of unrelated and correlated dependent variables. Initial applications to data from physical science, biology, economics, marketing and psychology (...) were developed, with generally supportive results. (shrink)

Introducing formal causation / Ludger Jansen and Petter Sandstad -- Form, intention, information : from scholastic logic to artificial intelligence / Gyula Klima -- Formal causation : accidental and substantial / David S. Oderberg -- A non-hylomorphic account of formal causation / Petter Sandstad and Ludger Jansen -- Formal causes for powers theorists / Giacomo Giannini and Stephen Mumford -- Away with dispositional essences in trope theory / Jani Hakkarainen and Markku Keinänen -- (...) Functional powers / Michele Paolini Paoletti -- An Aristotelian approach to existential dependence / Benjamin Schnieder and Jonas Werner -- Finean feature dependence and the Aristotelian alternative / Wolfgang Sattler -- A problem for natural-kind essentialism and formal causes / José Tomás Alvarado and Matthew Tugby -- Form as cause and the formal cause : Aristotle's answer / James G. Lennox -- Form, cause, and explanation in biology : a neo-Aristotelian perspective / Christopher J. Austin -- Formal explanation and mechanisms of conceptual representation / Sandeep Prasada. (shrink)

Constant conjunction theory of causation had been the dominant theory in philosophy for a long time and regained attention recently. This paper gives a logical framework of causation based on the theory. The basic idea is that causal statements are empirical, and are derived from our past experience by observing constant conjunction between objects. The logic is defined on linear time structures. A causal statement is evaluated at time points, such that its value depends on what has been (...) in the past. We first give a semantics that contains basic conditions that, we think, must hold for a concept of causation, on which we define the minimal causal logic. Then we discuss its possible extensions for various concepts of causation. Complete deductive systems are given. (shrink)

Some recent scholars have argued that Spinoza's conception of causation should be understood in terms of the Aristotelian notion of a formal cause. I argue that while they are right to identify causation in Spinoza as a relation of entailment from an essence, they are mistaken about its philosophical pedigree. I examine three suggested lines of influence: (a) the late scholastic conception of emanation; (b) early modern philosophy of mathematics; and (c) Descartes's notion of the causa sui. (...) In each case, the evidence indicates that causation in Spinoza should be categorized in Aristotelian terms as efficient and not formal. (shrink)

Descartes’s causal theory is often taken to announce modernity by radically breaking with the Aristotelian past. Specifically, Descartes is often taken to reject the full Aristotelian causal theory in favor of the efficient causes characteristic of mechanistic physics and the activity of minds. In this chapter, I argue against this view by showing that Descartes endorses an avowedly Aristotelian notion of formal causation. First, I articulate Cartesian formal causation in light of its Aristotelian background, and I (...) show that Descartes endorses what Francisco Suárez termed metaphysical formal causal explanation. Then, I argue against taking formal causation to be a peripheral explanatory notion for Descartes by showing it to be both well-attested textually and part and parcel of his Platonic intellectualism. I conclude by suggesting some further contexts in which this Cartesian notion of formal causation could be profitably wielded. (shrink)

Recently, a new problem has arisen for an Anscombean conception of intentional action. The claim is that the Anscombean’s emphasis on the formally causal character of practical knowledge precludes distinguishing between an aim and a merely foreseen side effect. I propose a solution to this problem: the difference between aim and side effect should be understood in terms of the familiar Anscombean distinction between acting intentionally and the intention with which one acts. I also argue that this solution has advantages (...) over an alternative that has already been endorsed in the literature: it is a better fit for the Anscombean theory, and it naturally accommodates intuitions about the moral significance of aiming vs. merely foreseeing. (shrink)

1. In the Physics and Metaphysics, Aristotle lays out four kinds of causes and provides examples of each. Bronze and silver are offered as examples of the material causes of artefacts, the father a...

Descartes is often identified as having fired one of the opening shots of the scientific revolution: rejecting the four Aristotelian causes in favor of the efficient causes characteristic of mechanistic science. Scholars often write as if Cartesian science and corporeal metaphysics is best understood as a rejection of all causal notions other than the efficient. I argue that this is a mistake. On the contrary, Descartes endorses an avowedly Aristotelian notion of formal causality, inherited from Suárez, and this notion (...) is central to his physics and corporeal metaphysics. -/- I begin by tracing the history of the formal cause from Aristotle to Aquinas and Suárez. My main thesis here is that the Aristotelian notion of formal causation picks out two distinct explanatory modes. The first is linked to hylomorphic ontology, and so by rejecting hylomorphism Descartes rejects one sort of formal causation. Crucially, however, the Aristotelians also identify explanations from essence as a species of formal causality. Now, Descartes’s entire philosophical project is built upon the intellectual perception of the essences of God, mind, and matter; the uncovering and exercise of this broadly Platonic intellectual capacity is, as Descartes explained to Hobbes, a key raison d’être for project of the Meditations. So we might expect Descartes to embrace formal causal explanations from essence, which harmonize so thoroughly with his philosophical project. And indeed, this is what we find. This is most obvious in the case of the ontological argument. In the course of defending the claim that God is causa sui, Descartes explicitly appeals to formal causation and claims to be only be “following in the footsteps” of Aristotle. Thus, there is a Cartesian notion of formal causation that is both continuous with and distinct from its Aristotelian predecessors. -/- Other cases are less obvious, but no less important. For example, one of the most strikingly “modern” aspects of Cartesian physics is its emphasis on quantitative laws. Yet Descartes’s official account of how these laws explain particular phenomena is puzzling: He claims that the laws are causes. This, however, is prima facie absurd; Descartes seems to claim that the law of inertia is literally pushing the moon forward along its orbital path. I argue that this is not and cannot be what Descartes means. On the contrary, he clearly takes the laws of physics to follow from the divine essence, especially immutability and simplicity. The laws are true and epistemically accessible to us because they follow from the divine essence. In other words, Descartes thinks nomological explanation in physics is formal causal explanation from (the divine) essence. -/- Another central issue is the impenetrability, or solidity, of matter. I offer a close reading and reconstruction of Descartes’s argument that matter is necessarily but not essentially impenetrable, and I show how Descartes accounts for impenetrability without compromising his mathematical conception of the corporeal. Descartes argues that impenetrability follows from the nature of matter as geometrical extension, thereby reducing a paradigmatic quality of matter (its solidity) to quantity (extension). Note that the explanatory bite throughout is from essence. Thus, while solidity is not a genuine corporeal causal power, it does give bodies an ineliminable causal role in Cartesian physics and corporeal metaphysics. This role is as a formal cause, since every explanation from impenetrability is ipso facto an explanation from the corporeal essence, geometrical extension. This, in turn, shows that Descartes has a principled response to idealists, like Berkeley, who claim that matter’s lack of efficient causal power implies idealism; Berkeley’s mistake, Descartes would argue, lies in equating efficient causality with causality simpliciter. -/- Thus, I argue that formal causal explanation from essence is both well-attested textually in Descartes and is consonant with some of his deepest projects and commitments, including his Platonic intellectualism and mathematization of the corporeal. All this in mind, it is shocking how little attention has been paid to formal causation in Descartes’s metaphysics. If I am right, a thorough re-thinking of Descartes’s physics and metaphysics is long overdue. (shrink)

The methodological nonreductionism of contemporary biology opens an interesting discussion on the level of ontology and the philosophy of nature. The theory of emergence (EM), and downward causation (DC) in particular, bring a new set of arguments challenging not only methodological, but also ontological and causal reductionism. This argumentation provides a crucial philosophical foundation for the science/theology dialogue. However, a closer examination shows that proponents of EM do not present a unified and consistent definition of DC. Moreover, they find (...) it difficult to prove that higher-order properties can be causally significant without violating the causal laws that operate at lower physical levels. They also face the problem of circularity and incoherence in their explanation. In our article we show that these problems can be overcome only if DC is understood in terms of formal rather than physical (efficient) causality. This breakdown of causal monism in science opens a way to the retrieval of the fourfold Aristotelian notion of causality. (shrink)

By formalizing the problem of mental causation, we first prove rigorously that the premises of the problem are jointly incompatible. Before the background of the formalizations, we clarify and assess the anti-physicalist argument by Scott Sturgeon and the supervenience argument by Jaegwon Kim. We demonstrate that, contrary to what has sometimes been contended, the negation of the non-identity premise of Kim's version of the supervenience argument is not tantamount to the claim that all mental events are identical to physical (...) events, that a premise implicitly invoked by Kim is actually required for the validity of the first stage of his supervenience argument, that precisely this premise makes an epiphenomenalism with respect to mental events an impossible position, and that there are good reasons to believe in the falsity of this implicit premise which in turn shows that Sturgeon's critique of the supervenience argument is substantive. (shrink)

In this paper, I have two primary goals. First, I show that the causal-based story approach in A hybrid formal theory of arguments, stories and criminal evidence is ill suited to negative causation. In the literature, the causal-based approach requires that hypothetical stories be causally linked to the explanandum. Many take these links to denote physical or psychological causation, or temporal precedence. However, understanding causality in those terms, as I will show, cannot capture cases of negative (...) class='Hi'>causation, which are of interest to the Law. In keeping with this, I also discuss some of the difficulties Hybrid Theory invites by remaining silent on the nature of the causal links. In my second aim, I sketch a way for Hybrid Theory to overcome this problem. By replacing the original, underlying causal structure with contrastive causation in the law, Hybrid Theory can represent reasoning in which the evidence that is appealed to is causally linked via negative causation to the explananda. (shrink)

Recent work in psychology and experimental philosophy has shown that judgments of actual causation are often influenced by consideration of defaults, typicality, and normality. A number of philosophers and computer scientists have also suggested that an appeal to such factors can help deal with problems facing existing accounts of actual causation. This article develops a flexible formal framework for incorporating defaults, typicality, and normality into an account of actual causation. The resulting account takes actual causation (...) to be both graded and comparative. We then show how our account would handle a number of standard cases. 1 Introduction2 Causal Models3 The HP Definition of Actual Causation4 The Problem of Isomorphism5 Defaults, Typicality, and Normality6 Extended Causal Models7 Examples7.1 Omissions7.2 Knobe effects7.3 Causes versus background conditions7.4 Bogus prevention7.5 Causal chains7.6 Legal doctrines of intervening causes7.7 Pre-emption and short circuits8 Conclusion. (shrink)

The reduction of grounding to causation, or each to a more general relation of which they are species, has sometimes been justified by the impressive inferential capacity of structural equation modelling, causal Bayes nets, and interventionist causal modelling. Many criticisms of this assimilation focus on how causation is inadequate for grounding. Here, I examine the other direction: how treating grounding in the image of causation makes the resulting view worse for causation. The distinctive features of causal (...) modelling that make this connection appealing are distorted beyond use by forcing them to fit onto grounding. The very inferential strength that makes causation attractive is only possible because of a narrow construal of what counts as a causal relation; as soon as that broadens, the inferential capacity markedly diminishes. Making causation suitable for application to grounding spoils what was appealing about causation for this task in the first place. However, grounding need not appeal to causation: causal modelling does not have exclusive claim to structural equation modeling or other formal techniques of modelling structure. I offer a case in favour of a different kind of metaphysical frugality, which tend towards narrow, more restrictive construals of relations like causation or grounding, because then each relation behaves more homogenously. This more homogenous behavior delivers stronger inferential power per relation even though there may be more relations to which one is committed. (shrink)

Concrete Causation centers about theories of causation, their interpretation, and their embedding in metaphysical-ontological questions, as well as the application of such theories in the context of science and decision theory. The dissertation is divided into four chapters, that firstly undertake the historical-systematic localization of central problems (chapter 1) to then give a rendition of the concepts and the formalisms underlying David Lewis' and Judea Pearl's theories (chapter 2). After philosophically motivated conceptual deliberations Pearl's mathematical-technical framework is drawn (...) on for an epistemic interpretation and for emphasizing the knowledge-organizing aspect of causality in an extension of the interventionist Bayes net account of causation (chapter 3). Integrating causal and non-causal knowledge in unified structures ultimately leads to an approach towards solving problems of (causal) decision theory and at the same time facilitates the representation of logical-mathematical, synonymical, as well as reductive relationships in efficiently structured, operational nets of belief propagation (chapter 4). (shrink)

According to a standard picture of Leibniz’s mature views on creaturely causation, Leibniz held what some interpreters have described as his ‘thesis of spontaneity’: “every non-initial, nonmiraculous state of every created substance has as a real cause some preceding state of that very substance.”2 Evidence for this thesis is abundantly available throughout Leibniz’s mature work and here are some prominent instances.

This book re-examines the roles of causation and cognition in early modern philosophy. The standard historical narrative suggests that early modern thinkers abandoned Aristotelian models of formal causation in favor of doctrines that appealed to relations of efficient causation between material objects and cognizers. This narrative has been criticized in recent scholarship from at least two directions. Scholars have emphasized that we should not think of the Aristotelian tradition in such monolithic terms, and that many early (...) modern thinkers did not unequivocally reduce all causation to efficient causation. -/- In line with this general approach, this book features original essays written by leading experts in early modern philosophy. It is organized around five guiding questions: -/- What are the entities involved in causal processes leading to cognition? What type(s) or kind(s) of causality are at stake? Are early modern thinkers confined to efficient causation or do other types of causation play a role? What is God's role in causal processes leading to cognition? How do cognitive causal processes relate to other, non-cognitive causal processes? Is the causal process in the case of human cognition in any way special? How does it relate to processes involved in the case of non-human cognition? -/- The essays explore how fifteen early modern thinkers answered these questions: Francisco Suárez, René Descartes, Louis de la Forge, Géraud de Cordemoy, Nicolas Malebranche, Thomas Hobbes, Baruch de Spinoza, Gottfried Wilhelm Leibniz, Ralph Cudworth, Margaret Cavendish, John Locke, John Sergeant, George Berkeley, David Hume, and Thomas Reid. The volume is unique in that it explores both well-known and understudied historical figures, and in that it emphasizes the intimate relationship between causation and cognition to open up new perspectives on early modern philosophy of mind and metaphysics. (shrink)

The explanatory role of natural selection is one of the long-term debates in evolutionary biology. Nevertheless, the consensus has been slippery because conceptual confusions and the absence of a unified, formal causal model that integrates different explanatory scopes of natural selection. In this study we attempt to examine two questions: (i) What can the theory of natural selection explain? and (ii) Is there a causal or explanatory model that integrates all natural selection explananda? For the first question, we argue (...) that five explananda have been assigned to the theory of natural selection and that four of them may be actually considered explananda of natural selection. For the second question, we claim that a probabilistic conception of causality and the statistical relevance concept of explanation are both good models for understanding the explanatory role of natural selection. We review the biological and philosophical disputes about the explanatory role of natural selection and formalize some explananda in probabilistic terms using classical results from population genetics. Most of these explananda have been discussed in philosophical terms but some of them have been mixed up and confused. We analyze and set the limits of these problems. (shrink)

A phenome occurs through the many pathways of the complex net of interaction between the phenome and its environment; therefore researching and understanding how it arises requires investigation into many possible causes that are in constant interaction with each other. The most comprehensive investigations in biology are the ones in which many biologists from different sub-areas—evolutionary biology, developmental biology, molecular biology, physiology, genetics, epigenetics, ecology—have collaborated. Still, biologists do not always need to collaborate or look for the most comprehensive explanations. (...) A more standard investigation in biology occurs within a single subarea, and uses well-defined experiments with very specific conditions. This paper is about causation and related explanation in plant phenome research and its relevance to Aristotle’s Theory of Four Causes. I argue that there are causes which resemble Aristotle’s formal, material, and efficient causes in phenotype explanation and occurrence; but causes which resemble Aristotle’s final causes occur in phenotype explanation only, not in the occurrence. (shrink)

Corresponding correlations is a method that allows us to infer formal causation from correlational data. In this paper, causal terms are traced to their philosophical and etymological roots. It is argued that causes are parts of their mutual whole . Nominalism, normal distributions and disjunctive causes are linked. Causal manifolds and sampling by potential are used to model conjunctive causes. Corresponding correlations are then demonstrated through simulations, in which causal relations are differentiated from spurious correlations. An algebraic method (...) for unraveling confounded variables is presented. Distinctions between laws and causes are made and related to corresponding correlations. The conclusion is that corresponding correlations should be a significant advance in causal inference. (shrink)

I argue that Aristotle’s account of scientific demonstrations in the Posterior Analytics is centred upon formal causation, understood as a demonstration in terms of essence (and as innocent of the distinction between form and matter). While Aristotle says that all four causes can be signified by the middle term in a demonstrative syllogism, and he discusses at some length efficient causation, much of Aristotle’s discussion is foremost concerned with the formal cause. Further, I show that Aristotle (...) had very detailed procedures for identifying the formal cause, and that he is aware of several problems which might lead one to erroneously identify the wrong form as the cause of a property. Finally, I show that Aristotle’s account can easily be adapted to material causation, and through some modifications (introduction of process universals related through parthood), hinted at in II 11-12 and 16-17, to efficient and final causation. (shrink)

The purpose of this paper is to lay bare the major problems underlying the concept of downward causation as discussed within the perspective of the present interest for phenomena that are characterized by self-organization. In our Discussion of the literature, we have focussed on two questions: (1) What sorts of things are said to be, respectively, causing and caused within the context of downward causation? And (2) What is the meaning of 'causing' in downward causation? We have (...) concluded that the concept of 'downward causation' is muddled with regard to the meaning of causation and fuzzy with regard to the nature of the causes and the effects. Moreover, we have concluded that 'causation' in respect of 'downward causation' is usually understood in terms of explanation and determination rather than in terms of causation in the sense of 'bringing about'. Thus, the term 'downward causation' is badly chosen. (shrink)

In this paper we examine whether and how powers ontologies can back formal causation. We attempt to answer three questions: i) what is formal causation; ii) whether we need formal causation, and iii) whether formal causation need powers and whether it can be grounded in powers. We take formal causal explanations to be explanations in which something's essence features prominently in the explanans. Three kinds of essential explanations are distinguished: constitutive, consequential, (...) and those singling out something's propria. This last kind of explanation has been somewhat overlooked in the literature, but we argue that it features in much of the most relevant uses of formal explanations in philosophy and science. These are the explanations for why an object has certain propertis that are not, properly speaking, parts of its essence, but that belong to it more intimately than just being part of its consequential essence: they are the properties that ‘flow’ from something's essence. It is argued that a powers metaphysics is uniquely placed to make sense of this last phenomenon. We then distinguish three grades of involvement in which powers might be salient for formal causal explanations: i) powers might be the subject matter of the essence operator, ii) the essence of something might include (or be exhausted) by powers, or iii) powers can explain how propria can flow from something's constitutive existence. (shrink)

Aristotle thinks that we understand something when we know its causes. According to Aristotle but contrary to most recent approaches, causation and explanation cannot be understood separately. Aristotle complicates matters by claiming that there are four causes, which have come to be known as the formal, material, final, and efficient causes. To understand Aristotelian causation and its relationship to explanation, then, we must come to a precise understanding of the four causes, and how they are supposed to (...) be explanatory. Aristotle’s discussion of the causes, however, is compact, and he typically presents them without arguing for them. He thus leaves us with a number of questions, ranging from the highly specific to the highly general. One question in particular has captured the attention of scholars and philosophers over the last century, and it has had a strong influence on recent treatments of the four causes – namely, whether we are right to understand Aristotle as committed to a plurality of kinds of causation, or rather a plurality of kinds of explanation. Sometimes the question is raised as one of whether it would be more accurate to speak of the four ‘becauses’ rather than the four ‘causes’. This worry is highly general, and there are in fact several ways in which it might be formulated; nonetheless, it is important to clarify the precise nature of the problem, and the possible ways of responding to it. At issue is not just whether Aristotle’s notions are sufficiently like the modern notion of causation to be relevant to our concerns, but, more importantly, whether the distinctions he draws are ultimately metaphysical or epistemological in character. (shrink)

I apply some of the lessons from quantum theory, in particular from Bell’s theorem, to a debate on the foundations of decision theory and causation. By tracing a formal analogy between the basic assumptions of causal decision theory (CDT)—which was developed partly in response to Newcomb’s problem— and those of a local hidden variable theory in the context of quantum mechanics, I show that an agent who acts according to CDT and gives any nonzero credence to some possible (...) causal interpretations underlying quantum phenomena should bet against quantum mechanics in some feasible game scenarios involving entangled systems, no matter what evidence they acquire. As a consequence, either the most accepted version of decision theory is wrong, or it provides a practical distinction, in terms of the prescribed behaviour of rational agents, between some metaphysical hypotheses regarding the causal structure underlying quantum mechanics. (shrink)

Basic questions in the philosophy of causation fall into two main areas, and this essay offers an overview of the questions that arise in those areas. First, there are central metaphysical questions concerning the nature of causation, such as the following. What are causal laws? What is it for two states of affairs to be causal related? Which are primary--causal relations between states of affairs, or causal laws? How are causal facts related to non-causal facts? How can one (...) explain the formal properties of causation--such as irreflexivity, asymmetry, and transitivity? What is the ground of the direction of causation? Second, there are issues concerning the epistemology of causation. Can causal relations be directly observed? How can the existence of causal laws be established? What statistical methods can be used to confirm causal hypotheses, and how can those methods be justified? One of the basic conclusions will be that an investigation into the epistemology of causation cannot proceed in isolation from consideration of the metaphysics of causation, and if it turns out that a reductionist view of causation is untenable, then one needs to employ a realist account that connects causation to probability, and then arrive at fundamental postulates that can be justified on the basis of such an account. (shrink)

This book covers the overlap between informatics, computer science, philosophy of causation, and causal inference in epidemiology and population health research. Key concepts covered include how data are generated and interpreted, and how and why concepts in health informatics and the philosophy of science should be integrated in a systems-thinking approach. Furthermore, a formal epistemology for the health sciences and public health is suggested. -/- Causation in Population Health Informatics and Data Science provides a detailed guide of (...) the latest thinking on causal inference in population health informatics. It is therefore a critical resource for all informaticians and epidemiologists interested in the potential benefits of utilising a systems-based approach to causal inference in health informatics. (shrink)

This contribution addresses major distinctions between the notions of determinism, causation, and prediction, as they are typically used in the sciences. Formally, this can be elegantly achieved by two ingredients: (i) the distinction of ontic and epistemic states of a system, and (ii) temporal symmetry breakings based on the mathematical concept of the affine time group. Key aspects of the theory of deterministically chaotic systems together with historical quotations from Laplace, Maxwell, and Poincare provide significant illustrations. An important point (...) of various discussions in consciousness studies (notably about 'mental causation' and 'free agency'), the alleged 'causal closure of the physical', will be analysed on the basis of the affine time group and the breakdown of its symmetries. (shrink)

We provide a formally rigorous framework for integrating singular causation, as understood by Nuel Belnap's theory of causae causantes, and objective single case probabilities. The central notion is that of a causal probability space whose sample space consists of causal alternatives. Such a probability space is generally not isomorphic to a product space. We give a causally motivated statement of the Markov condition and an analysis of the concept of screening-off. 1. Causal dependencies and probabilities1.1Background: causation in branching (...) space-times1.2What are probabilities defined for?2. Basic transitions2.1Basics of basic transitions2.2Sets of basic transitions3. Causal probability theory3.1Some simple cases3.2General causal probabilities3.3Application: probability of suprema of a chain. (shrink)

Many researchers consider cancer to have molecular causes, namely mutated genes that result in abnormal cell proliferation (e.g. Weinberg 1998). For others, the causes of cancer are to be found not at the molecular level but at the tissue level where carcinogenesis consists of disrupted tissue organization with downward causation effects on cells and cellular components (e.g. Sonnenschein and Soto 2008). In this contribution, I ponder how to make sense of such downward causation claims. Adopting a manipulationist account (...) of causation (Woodward 2003), I propose a formal definition of downward causation and discuss further requirements (in light of Baumgartner 2009). I then show that such an account cannot be mobilized in support of non-reductive physicalism (contrary to Raatikainen 2010). However, I also argue that such downward causation claims might point at particularly interesting dynamic properties of causal relationships that might prove salient in characterizing causal relationships (following Woodward 2010). (shrink)

In 'on the analysis of causation' ("synthese", Volume 21, 1970), We argued that any analysis of causation entailing that "a" caused "b" only if "a" is the set of conditions necessary and sufficient for "b" yields a formal contradiction. In 'causal necessity and logical necessity' ("philosophical studies", Volume 28, 1975), David sanford objects to that argument, Concentrating his attack on the notions of causal necessity and total sets of antecedent conditions. We reply in this paper that, Although (...) sanford's objections help clarify the issues, They are not telling. (shrink)

Many researchers consider cancer to have molecular causes, namely mutated genes that result in abnormal cell proliferation (e.g. Weinberg 1998); yet for others, the causes of cancer are to be found not at the molecular level but at the tissue level and carcinogenesis would consist in a disrupted tissue organization with downward causation effects on cells and cellular components (e.g. Sonnenschein & Soto 2008). In this contribution, I ponder how to make sense of such downward causation claims. Adopting (...) a manipulationist account of causation (Woodward 2003), I propose a formal definition of downward causation, and discuss further requirements (in light of Baumgartner 2009). I then show that such an account cannot be mobilized in support of non-reductive physicalism (contrary to Raatikainen 2010). However, I also argue that such downward causation claims might point at particularly interesting dynamic properties of causal relationships that might prove salient in characterizing causal relationships (following Woodward 2010). (shrink)

A counterfactual is a conditional statement in the subjunctive mood. For example: If Suzy hadn’t thrown the rock, then the bottle wouldn’t have shattered. The philosophical importance of counterfactuals stems from the fact that they seem to be closely connected to the concept of causation. Thus it seems that the truth of the above conditional is just what is required for Suzy’s throw to count as a cause of the bottle’s shattering. If philosophers were reluctant to exploit this idea (...) prior to 1970, it was because of a widespread feeling that the truth-conditions of the counterfactual conditional were not sufficiently well understood. The development of a formal semantics for counterfactuals by Robert Stalnaker [1968] and David Lewis [1973b] stands as a major recent achievement in philosophical logic. (shrink)

It is widely assumed that causation is an extensional relation: if c causes e and c = d, then d causes e. Similarly, if c causes e and e = f, then c causes f. Moving to the formal mode we have: The Extensionality Thesis (ET): (i) If „c causes e‟ is true and „c‟ and „d‟ co-refer, then „d causes e‟ is true; and (ii) If „c causes e‟ is true and „e‟ and „f‟ co-refer, then „c (...) causes f‟ is true. (shrink)

Computational machineries dedicated to the attribution of legal responsibility should be based on (or, make use of) a stack of definitions relating the notion of legal responsibility to a number of suitably chosen causal notions. This paper presents a general analysis of legal responsibility and of causation in fact based on Hart and Honoré’s work. Some physical aspects of causation in fact are then treated within the “lite” version of DOLCE foundational ontology written in OWL-DL, a standard description (...) logic for the Semantic Web. (shrink)

The central argument of this paper is that compatibilist theories that understand human agent causation as self-determination are consistent with, and can accommodate, important insights from evolutionary and developmental psychology. Agent causation is nothing more than the non-mysterious self-determining capability of persons, understood as embodied, emergent ontological entities whose nature is not fixed due to their uniquely evolved and developed capabilities of language use, cultural construction, self-consciousness and self-understanding, and moral concern. Relevant arguments of Dennett and Searle are (...) adapted to fit within the author's own emergentist, developmental theorizing that treats the self-determining capability of persons as arising within relevant biophysical and sociocultural contexts without being reducible to these contexts. Persons are self-determining in ways that require explanation not only in terms of materialistic efficient causal explanations appropriate to our evolved biophysical nature, but also in terms of final purposive explanations appropriate to our emergence as culture- capable, self-reflective agents, and formal explanations consistent with our evolved and developed nature as particular bio-cultural hybrids. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:The Causation Debate in Modern Philosophy: 1637–1739J. A. CoverKenneth Clatterbaugh. The Causation Debate in Modern Philosophy: 1637–1739. New York and London: Routledge, 1999. Pp. xi + 239. Cloth, $75.00. Paper, $21.00.Over the scholastics and earliest moderns, Hume had an advantage of hindsight in declaring that "There is no question, which on account of its importance, as well as difficulty, has caus'd more disputes both among ancients (...) and modern philosophers, than this concerning the efficacy of causes, or that quality which made them be followed by their effects" (Treatise I.iii.14). Between the scholastics and Hume fell (i) Descartes, (ii) classical mechanists such as Hobbes and Gassendi, (iii) the Cartesians Le Grand and Malebranche, (iv) the explanatory rationalists Spinoza and Leibniz, (v) later experimental mechanists such as Boyle, Rohault and Newton, and (vi) the so-called empiricists Locke and Berkeley. This book presents an accessible and admirably broad overview of the modern debate about causation, without sacrificing serious attention to textual details. With two chapters on (i) and one apiece on (ii) - (vi), Clatterbaugh earns for himself and his reader a helpfully synoptic picture of philosophical shifts in the causation debate in the hundred years separating Descartes' Discourse and Hume's Treatise. By the end of the (modern) day, (1) the four-fold causes of Aristotelian-Scholasticism have given way to efficient causation alone; (2) no pre-existing forms in efficient causes are to be found, nor indeed any substantial active powers whatever; (3) there is no deep sense in which causes communicate reality to effects; (4) necessary connection has gone by the board; (5) divine causation has no place in a natural philosophy of causation. No surprises there, but Clatterbaugh's effort reminds us afresh of the varied and torturous routes to such shifts, helping advanced students better (or newly) appreciate them in the comfortable space of 200 pages.Of those pages, a third are devoted to Descartes and the Cartesians. That's not inappropriate, given the importance and difficulty of Descartes's response to Aristotelian-Scholastic accounts of causation, and its influence on occasionalist sentiments on the Continent. The tenor and value of this book may be illustrated by reflecting on the first of these—a rich and frustrating business, both in Descartes's texts and in Clatterbaugh's book. Suppose we grant Descartes the back of his hand to substantial forms and active formal causes as at best "unexplanatory" (counseling Regius): his "at-least-as-much-reality-in-the-cause-as-in-the-effect" principle might be treated as the basis of "an alternative" metaphysical account of causation (19-32). Well, it might be so-treated: but three versions of the principle later, the reader will be excused for judging it little more than a necessary condition for some event-pair x,y counting as a cause-effect pair. If the scholastic appeal to active forms is unexplanatory, then Descartes's [End Page 600] principle—which isn't Descartes's principle at all but a scholastic commonplace—can scarcely fill the explanatory gap. Glossed as a predictable consequence of some strong form of influxus physicus, it is embarrassed by Foucher's objection (that mind bears no likeness to body) and by the weight of texts urging that accidents are individual to their bearers. Having offered us no deep metaphysical story about what in the world answers to 'vis,' Descartes is at best a bungling "interactionist" (here appropriating Clatterbaugh's word for someone whose apparent talk of secondary causes we are asked to respect as expressing a strict and considered philosophical commitment). One can only side with Voetius in reckoning Descartes's replacement of forms by purely quantitative, mechanical principles of motion as expressing a mere "disposition of the movable to move... not an activity of an efficient cause, but merely a necessary condition and a causa sine qua non" (my emphasis: Selectarum Disputationum I [1648-59], 873). Descartes has no deep theory about the nature of causation.Is that too harsh? Had this book a different target, one could fairly complain that the author too infrequently steps away from the texts and commentators to offer and defend a... (shrink)

This paper outlines a general theory of efficient causation, a theory that deals in a unified way with traditional or deterministic, indeterministic, probabilistic, and other causal concepts. Theorists like Lewis, Salmon, and Suppes have attempted to broaden our causal perspective by reductively analysing causal notions in other terms. By contrast, the present theory rests in the first place on a non-reductive analysis of traditional causal concepts — into formal or structural components, on the one hand, and a physical (...) or metaphysical component, on the other. The analyzans is then generalised. The theory also affords a more general propensity notion than is standard, one that helps solve major problems facing propensity interpretations of probability. (shrink)

Causal queries about singular cases, which inquire whether specific events were causally connected, are prevalent in daily life and important in professional disciplines such as the law, medicine, or engineering. Because causal links cannot be directly observed, singular causation judgments require an assessment of whether a co‐occurrence of two events c and e was causal or simply coincidental. How can this decision be made? Building on previous work by Cheng and Novick (2005) and Stephan and Waldmann (2018), we propose (...) a computational model that combines information about the causal strengths of the potential causes with information about their temporal relations to derive answers to singular causation queries. The relative causal strengths of the potential cause factors are relevant because weak causes are more likely to fail to generate effects than strong causes. But even a strong cause factor does not necessarily need to be causal in a singular case because it could have been preempted by an alternative cause. We here show how information about causal strength and about two different temporal parameters, the potential causes' onset times and their causal latencies, can be formalized and integrated into a computational account of singular causation. Four experiments are presented in which we tested the validity of the model. The results showed that people integrate the different types of information as predicted by the new model. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:168 HUME ON MEMORY AND CAUSATION In the first part of this paper I shall argue that an examination of Hume's second criterion for distinguishing between ideas of the memory and ideas of the imagination shows that Hume's ideas of the memory are relative ideas corresponding to definite descriptions of the general form, "the complex impression that is the (original) cause of a particular positive idea m and (...) which exactly (or closely) resembles m," where 'm' is a variable ranging over positive ideas (mental images). I shall show that if this is correct, there is a clear basis for distinguishing ideas of the memory both from ideas of the imagination and from beliefs regarding spatially and temporally located objects that are not based upon the memory. But since there is often a significant temporal distance between the impression remembered and the positive component of one's relative idea of the memory, it is incumbent upon me to explain how the remembered impression and the positive idea can be causally related even though they are not temporally contiguous. In the second part of the paper I shall argue that, contrary to his "definitions" of causation in the Treatise,2 Hume took neither spatial nor temporal contiguity to be essential to causation. In Book I, Part I, Section 3 and again in Book I, Part III, Section 5 of his Treatise of Human Nature, Hume provides two criteria for distinguishing between ideas of the memory and ideas of the imagination. I shall refer to these two criteria as "the phenomenal criterion" and "the formal criterion". In this section I shall show that while the phenomenal criterion 169 expresses the means one actually employs in distinguishing an idea of the memory from an idea of the imagination, the formal criterion provides one with insight into the complex structure of an idea of the memory, and therefore allows one to distinguish ideas of the memory from both ideas of the imagination and from other ideas of and beliefs regarding spatially and temporally located objects. In Book I, Part I,- Section 3 of the Treatise, Hume introduces the phenomenal criterion as follows: We find by experience, that when any impression has been present with the mind, it again makes its appearance there as an idea; and this it may do after two different ways: either when in its new appearance it retains a considerable degree of its first vivacity, and is somewhat intermediate betwixt an impression and an idea; or when it entirely loses that vivacity, and is a perfect idea. The faculty, by which we repeat our impressions in the first manner, is called the MEMORY, and the other the IMAGINATION. 'Tis evident at first sight, that the ideas of the memory are much more lively and strong than those of the imagination, and that the former faculty paints its objects in more distinct colours, than any which are employ'd by the latter. When we remember any past event, the idea of it flows in upon the mind in a forcible manner; whereas in the imagination the perception is faint and languid, and cannot without difficulty be preserv'd by the mind steddy and uniform for any considerable time. Here then is a sensible difference betwixt one species of ideas and another. (T 8-9; cf. T 85) It is clear that Hume took this to be a phenomenal criterion, i.e., to specify a sensible characteristic by which one can distinguish an idea of the memory from an idea of the imagination. Not only does he state that he has found "a sensible difference betwixt one species of ideas and another" (T 9), in the parallel 170 passage in Part III, Section 5 he claims to "search for the characteristic [of the idea], which distinguishes the memory from the imagination" (T 85, Hume's emphasis). The characteristic that allows one to "distinguish them in their operation" (T 85) is the difference in the force and vivacity of the ideas involved. Ideas of the memory are "much more lively and strong than those of the imagination," "the former faculty paints its objects in more distinct colours", and ideas of the memory... (shrink)

Contrary to common belief, acceptance of Newtonian causation does not commit one to a mechanistic, materialistic, or deterministic understanding of the world. I argue that the Newtonian view can be assimilated to contemporary theoretical alternatives in psychology. This means that, given the Newtonian understanding of causation, it is possible for such alternatives to be scientific - to treat of causes - without requiring either mechanism, materialism, or mathematical formalizations. I argue that we best understand Newtonian causation as (...) formal causation. I do this by discussing the history of Newton's theory of causation and comparing his theory to Bacon's. I also compare Newton's theory of causation to Aristotle's, arguing that when we speak of formal causes we speak of our descriptions rather than the nature of things. We may accurately impute various elements of our scientific descriptions to the nature of things, but when we speak of formal causes, we are speaking of the patterns we use to describe the changes we observe rather than the nature of things themselves. Since any science must use such patterns, even alternative psychologies use Newtonian causation - if they are genuinely scientific alternatives. However, mathematics is not the only discipline that offers such patterned explanations. Moral explanations offer an alternate model for causal explanation. (shrink)