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Showing posts with the label adaptive rationality

Interview with Thomas Sturm on the Science of Rationality and the Rationality of Science

In this post Andrea Polonioli interviews  Thomas Sturm (pictured below), ICREA Research Professor at the Department of Philosophy at the Universitat Autónoma de Barcelona (UAB) and member of the UAB's Center for History of Science (CEHIC). His research centers on the relation between philosophy and psychology, including their history. Here, we discuss his views on empirical research on human rationality. AP: The psychology of judgment and decision-making has been divided into what appear to be radically different perspectives on human rationality. Whilst research programs like heuristics and biases have been associated with a rather bleak picture of human rationality, Gerd Gigerenzer and his colleagues have argued that very simple heuristics can make us smart. Yet, some philosophers have also argued that, upon close scrutiny, these research programs do not share any real disagreement. What is your take on the so-called “rationality wars” in psychology? TS: Let me begin...

Bounded Rationality Meets Situated and Embodied Cognition

This post is by Enrico Petracca (University of Bologna), who recently published a paper entitled ‘A cognition paradigm clash: Simon, situated cognition and theinterpretation of bounded rationality’ in the Journal of Economic Methodology. Enrico is involved in a project called ‘ embodied rationality ’, and pursued with his colleague Antonio Mastrogiorgio (University of Chieti-Pescara). The project aims to integrate the notion of embodied cognition within the framework of bounded rationality. Bounded rationality has been a hard-to-digest notion in economics and the other social sciences since its introduction by Herbert A. Simon in the middle of the last century. How could ‘rationality’ be ‘bounded’? And – as a typically related concern – would this imply that social sciences should abandon any normative horizon, giving the way to an unappealable ‘irrationality’?

Helpful Rationality Assessments

Hello, readers! I’m Patricia Rich , and I’m currently a philosophy postdoc on the new Knowledge and Decision project at the University of Hamburg . This post is about a paper stemming from my dissertation, entitled Axiomatic and Ecological Rationality: Choosing Costs and Benefits . It appeared in the Autumn issue of the Erasmus Journal for Philosophy and Economics . My paper defends a specific method of evaluating rationality. The method is general and can be applied to choices, inferences, probabilistic estimates, argumentation, etc., but I’ll explain it here through one example. Suppose I’m worried about my friend Alex’s beliefs regarding current affairs. Her claims often seem far-fetched and poorly supported by evidence. As rationality experts who want to help, how should we evaluate Alex? I embrace several components of the “ ecological rationality ” research program, which many readers will know from other posts . First, it’s important to move beyond particular belief...

Interview with Ralph Hertwig on Biases, Ignorance and Adaptive Rationality

In this post Andrea Polonioli interviews Ralph Hertwig (pictured below), director of the Center for Adaptive Rationality  at the Max Planck Institute for Human Development in Berlin. AP: According to popular accounts offered in the field of judgment and decision-making, people are prone to cognitive biases, and such biases are conducive to maladaptive behaviour. Based on your research, to what extent the claim that cognitive biases are costly is warranted by available evidence? If you had to identify one particular bias that is especially worrisome, because it typically results in negative real life outcomes, which one would this be? RH: This is a hotly debated topic in research on behavioral decision making and beyond. Many cognitive biases have been defined as such because they violate coherence norms, under the assumption that a single syntactical rule such as consistency, transitivity, the conjunction rule, or Bayes’ rule suffices to evaluate behavior. I believe that s...

Project PERFECT Year 3: Andrea

My name is Andrea Polonioli and I recently joined the Philosophy Department at the University of Birmingham as a Research Fellow. I am extremely excited to be working under the mentorship of Lisa Bortolotti and on this fantastic project exploring the Pragmatic and Epistemic Role of Factually Erroneous Cognitions and Thoughts ( PERFECT ). Until now, most of my research has focused on the following two questions: What does it mean to be rational? To what extent are we rational? During my PhD at the University of Edinburgh, I explored these questions mainly considering literature on judgment and decision-making in nonclinical populations. As it turns out, researchers in the field of judgment and decision-making often claim that to be rational means to reason according to formal principles based on logic, probability theory, and decision theory. In a few papers of mine, I defended the claim that formal principles of rationality are too narrow and abstract, and that behaviour sh...

Cognitive Biases, Error Management Theory, and the Reproducibility of Research Findings

This post is by Miguel A. Vadillo  (pictured above), Lecturer in Decision Theory at King's College London. In this post he writes about cognitive biases, error management theory, and the reproducibility of research findings.  The human mind is the end product of hundreds of thousands of years of relentless natural selection. You would expect that such an exquisite piece of software should be capable of representing reality in an accurate and objective manner. Yet decades of research in cognitive science show that we fall prey to all sorts of cognitive biases and that we systematically distort the information we receive. Is this the best evolution can achieve? A moment’s thought reveals that the final goal of evolution is not to develop organisms with exceptionally accurate representations of the environment, but to design organisms good at surviving and reproducing. And survival is not necessarily about being rational, accurate, or precise. The target goal is actually t...

Adaptive Rationality and Individual Differences

My name is Andrea Polonioli and I am a PhD student in Philosophy at the University of Edinburgh. My primary research interests concern the philosophy of biological and cognitive sciences. The unifying theme of my research is the investigation of rational behavior and cognition. Andrea Polonioli Scholars in the field of judgement and decision-making have described a variety of heuristics that reasoners seem to deploy. Yet little attention had been paid to individual differences in the use of these heuristics, until Stanovich and his co-workers conducted a stream of individual differences studies involving reasoning and decision-making (e.g. Stanovich and West  1998 ; Stanovich  1999 ; and Stanovich and West,  2011 ). They found a remarkable heterogeneity in the use of reasoning strategies and that a sizeable number of people do not deploy heuristics. But they also discovered important correlations between the use of heuristics and measures of cognitive ability....

Can Evolution get us off the Hook?

This is the second in our series of posts on the papers published in a  special  issue of Consciousness and Cognition on the Costs and Benefits of Imperfect Cognitions. Here Maarten Boudry summarises his paper (co-written with  Michael   Vlerick  and Ryan McKay ) ' Can Evolution get us off the Hook? Evaluating the Ecological Defence of Human Rationality '. In the opening lines of his essay ' An Outline of Intellectual Rubbish ', Bertrand Russell wrote that 'Man is a rational animal  –  so at least I have been told. Throughout a long life, I have looked diligently for evidence in favor of this statement, but so far I have not had the good fortune to come across it'. Russell’s cry of despair is echoed by many writers. There is a cottage industry of books purporting to show that man is anything but a rational animal. Human reason, or so we are told, is a paltry and botched device, riddled with bias and error. Humans are foolish, obstinate, supersti...

Towards a Theory of 'Adaptive Rationality'?

I am posting this on behalf of Andrea Polonioli, PhD student in Philosophy at the University of Edinburgh. Andrea Polonioli My PhD project analyzes some recent developments in the ‘rationality debate’, which originated as a reaction to the body of research that has followed Kahneman and Tversky’s work within the Heuristics-and-Biases project. Empirical evidence suggested that people are prone to widespread and systematic reasoning errors, and pessimistic views of human rationality have been quite popular in the psychological literature. However, this picture has also attracted fierce criticisms, and several researchers have recently questioned pessimistic assessments of human rationality by emphasizing the central importance of evolutionary considerations in our understanding of rationality.  In a paper I recently published in Philosophy of the Social Sciences I present some steps already taken in my project. In particular, I critically discuss some research that has come togeth...