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  1. Non-deductive Logic in Mathematics: The Probability of Conjectures.James Franklin - 2013 - In Andrew Aberdein & Ian J. Dove (eds.), The Argument of Mathematics. Dordrecht, Netherland: Springer. pp. 11--29.
    Mathematicians often speak of conjectures, yet unproved, as probable or well-confirmed by evidence. The Riemann Hypothesis, for example, is widely believed to be almost certainly true. There seems no initial reason to distinguish such probability from the same notion in empirical science. Yet it is hard to see how there could be probabilistic relations between the necessary truths of pure mathematics. The existence of such logical relations, short of certainty, is defended using the theory of logical probability (or objective Bayesianism (...)
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  • (1 other version)Intuitive and reflective inferences.Hugo Mercier & Dan Sperber - 2009 - In Jonathan St B. T. Evans & Keith Frankish (eds.), In Two Minds: Dual Processes and Beyond. Oxford University Press. pp. 149--170.
    Much evidence has accumulated in favor of such a dual view of reasoning. There is however some vagueness in the way the two systems are characterized. Instead of a principled distinction, we are presented with a bundle of contrasting features - slow/fast, automatic/controlled, explicit/implicit, associationist/rule based, modular/central - that, depending on the specific dual process theory, are attributed more or less exclusively to one of the two systems. As Evans states in a recent review, “it would then be helpful to (...)
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  • Distinguishing the reflective, algorithmic, and autonomous minds: Is it time for a tri-process theory.Keith E. Stanovich - 2009 - In Jonathan St B. T. Evans & Keith Frankish (eds.), In Two Minds: Dual Processes and Beyond. Oxford University Press. pp. 55--88.
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  • Commentary/Elqayam & Evans: Subtracting “ought” from “is”.Natalie Gold, Andrew M. Colman & Briony D. Pulford - 2011 - Behavioral and Brain Sciences 34 (5).
    Normative theories can be useful in developing descriptive theories, as when normative subjective expected utility theory is used to develop descriptive rational choice theory and behavioral game theory. “Ought” questions are also the essence of theories of moral reasoning, a domain of higher mental processing that could not survive without normative considerations.
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  • What good is moral reasoning?Hugo Mercier - 2011 - Mind and Society 10 (2):131-148.
    The role of reasoning in our moral lives has been increasingly called into question by moral psychology. Not only are intuitions guiding many of our moral judgments and decisions, with reasoning only finding post-hoc rationalizations, but reasoning can sometimes play a negative role, by finding excuses for our moral violations. The observations fit well with the argumentative theory of reasoning (Mercier H, Sperber D, Behav Brain Sci, in press-b), which claims that reasoning evolved to find and evaluate arguments in dialogic (...)
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  • Why do humans reason? Arguments for an argumentative theory.Dan Sperber - 2011 - Behavioral and Brain Sciences 34 (2):57.
    Short abstract (98 words). Reasoning is generally seen as a means to improve knowledge and make better decisions. However, much evidence shows that reasoning often leads to epistemic distortions and poor decisions. This suggests that the function of reasoning should be rethought. Our hypothesis is that the function of reasoning is argumentative. It is to devise and evaluate arguments intended to persuade. Reasoning so conceived is adaptive given humans’ exceptional dependence on communication and vulnerability to misinformation. A wide range of (...)
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  • The Social Origins of Folk Epistemology.Hugo Mercier - 2010 - Review of Philosophy and Psychology 1 (4):499-514.
    Because reasoning allows us to justify our beliefs and evaluate these justifications it is central to folk epistemology. Following Sperber, and contrary to classical views, it will be argued that reasoning evolved not to complement individual cognition but as an argumentative device. This hypothesis is more consistent with the prevalence of the confirmation and disconfirmation biases. It will be suggested that these biases render the individual use of reasoning hazardous, but that when reasoning is used in its natural, argumentative, context (...)
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  • Higher-order preferences and the master rationality motive.Keith E. Stanovich - 2008 - Thinking and Reasoning 14 (1):111 – 127.
    The cognitive critique of the goals and desires that are input into the implicit calculations that result in instrumental rationality is one aspect of what has been termed broad rationality (Elster, 1983). This cognitive critique involves, among other things, the search for rational integration (Nozick, 1993)—that is, consistency between first-order and second-order preferences. Forming a second-order preference involves metarepresentational abilities made possible by mental decoupling operations. However, these decoupling abilities are separable from the motive that initiates the cognitive critique itself. (...)
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  • (1 other version)The skeptical import of motivated reasoning: A closer look at the evidence.Maarten van Doorn - 2023 - Thinking and Reasoning 1 (1):1-31.
    Central to many discussions of motivated reasoning is the idea that it runs afoul of epistemic normativity. Reasoning differently about information supporting our prior beliefs versus information contradicting those beliefs, is frequently equated with motivated irrationality. By analyzing the normative status of belief polarization, selective scrutiny, biased assimilation and the myside bias, I show this inference is often not adequately supported. Contrary to what’s often assumed, these phenomena need not indicate motivated irrationality, even though they are instances of belief-consistent information (...)
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  • Measuring Virtuous Responses to Peer Disagreement: The Intellectual Humility and Actively Open-Minded Thinking of Conciliationists.James R. Beebe & Jonathan Matheson - 2023 - Journal of the American Philosophical Association 9 (3):426-449.
    Some philosophers working on the epistemology of disagreement claim that conciliationist responses to peer disagreement embody a kind of intellectual humility. Others contend that standing firm or ‘sticking to one's guns’ in the face of peer disagreement may stem from an admirable kind of courage or internal fortitude. In this paper, we report the results of two empirical studies that examine the relationship between conciliationist and steadfast responses to peer disagreement, on the one hand, and virtues such as intellectual humility, (...)
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  • The Myside Bias in Argument Evaluation: A Bayesian Model.Edoardo Baccini & Stephan Hartmann - 2022 - Proceedings of the Annual Meeting of the Cognitive Science Society 44:1512-1518.
    The "myside bias'' in evaluating arguments is an empirically well-confirmed phenomenon that consists of overweighting arguments that endorse one's beliefs or attack alternative beliefs while underweighting arguments that attack one's beliefs or defend alternative beliefs. This paper makes two contributions: First, it proposes a probabilistic model that adequately captures three salient features of myside bias in argument evaluation. Second, it provides a Bayesian justification of this model, thus showing that myside bias has a rational Bayesian explanation under certain conditions.
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  • The Wisdom of the Small Crowd: Myside Bias and Group Discussion.Edoardo Baccini, Stephan Hartmann, Rineke Verbrugge & Zoé Christoff - forthcoming - Journal of Artificial Societies and Social Simulation.
    The my-side bias is a well-documented cognitive bias in the evaluation of arguments, in which reasoners in a discussion tend to overvalue arguments that confirm their prior beliefs, while undervaluing arguments that attack their prior beliefs. The first part of this paper develops and justifies a Bayesian model of myside bias at the level of individual reasoning. In the second part, this Bayesian model is implemented in an agent-based model of group discussion among myside-biased agents. The agent-based model is then (...)
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  • Implicit Cognition, Dual Process Theory, and Moral Judgment.Charlie Blunden, Paul Rehren & Hanno Sauer - 2023 - In J. Robert Thompson (ed.), The Routledge Handbook of Philosophy and Implicit Cognition. New York, NY: Routledge. pp. 105-114.
    Implicit cognition is cognition that happens automatically and (typically) non-consciously. In moral psychology, implicit cognition is almost always understood in terms of dual process models of moral judgment. In this chapter, we address the question whether implicit moral judgment is usefully cashed out in terms of automatic (“type 1”) processes, and what the limitations of this approach are. Our chapter has six sections. In (1), we provide a brief overview of dual process models of domain-general (moral and non-moral) cognition. (2) (...)
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  • WG-A: A Framework for Exploring Analogical Generalization and Argumentation.Michael Cooper, Lindsey Fields, Marc Gabriel Badilla & John Licato - 2020 - CogSci 2020.
    Reasoning about analogical arguments is known to be subject to a variety of cognitive biases, and a lack of clarity about which factors can be considered strengths or weaknesses of an analogical argument. This can make it difficult both to design empirical experiments to study how people reason about analogical arguments, and to develop scalable tutoring tools for teaching how to reason and analyze analogical arguments. To address these concerns, we describe WG-A (Warrant Game — Analogy), a framework for people (...)
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  • Measuring Virtuous Responses to Peer Disagreement: The Intellectual Humility and Actively Open-Minded Thinking of Conciliationists.James R. Beebe & Jonathan Matheson - 2022 - Journal of the American Philosophical Association:1-24.
    Some philosophers working on the epistemology of disagreement claim that conciliationist responses to peer disagreement embody a kind of intellectual humility. Others contend that standing firm or “sticking to one’s guns” in the face of peer disagreement may stem from an admirable kind of courage or internal fortitude. In this paper, we report the results of two empirical studies that examine the relationship between conciliationist and steadfast responses to peer disagreement, on the one hand, and virtues such as intellectual humility, (...)
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  • Confirmation bias without rhyme or reason.Matthias Michel & Megan A. K. Peters - 2020 - Synthese 199 (1-2):2757-2772.
    Having a confirmation bias sometimes leads us to hold inaccurate beliefs. So, the puzzle goes: why do we have it? According to the influential argumentative theory of reasoning, confirmation bias emerges because the primary function of reason is not to form accurate beliefs, but to convince others that we’re right. A crucial prediction of the theory, then, is that confirmation bias should be found only in the reasoning domain. In this article, we argue that there is evidence that confirmation bias (...)
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  • The need for intellectual diversity in psychological science: Our own studies of actively open-minded thinking as a case study.Keith E. Stanovich & Maggie E. Toplak - 2019 - Cognition 187 (C):156-166.
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  • Parental Decision-Making on Childhood Vaccination.Kaja Damnjanović, Johanna Graeber, Sandra Ilić, Wing Y. Lam, Žan Lep, Sara Morales, Tero Pulkkinen & Loes Vingerhoets - 2018 - Frontiers in Psychology 9.
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  • Experimental Philosophy, Noisy Intuitions, and Messy Inferences.Jonathan M. Weinberg - 2016 - In Jennifer Nado (ed.), Advances in Experimental Philosophy & Philosophical Methodology. New York: Bloomsbury Academic.
    Much discussion about experimental philosophy and philosophical methodology has been framed in terms of the reliability of intuitions, and even when it has not been about reliability per se, it has been focused on whether intuitions meet whatever conditions they need to meet to be trustworthy as evidence. But really that question cannot be answered independently from the questions, evidence for what theories arrived at by what sorts of inferences? I will contend here that not just philosophy's sources of evidence, (...)
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  • Analytic thinking reduces belief in conspiracy theories.Viren Swami, Martin Voracek, Stefan Stieger, Ulrich S. Tran & Adrian Furnham - 2014 - Cognition 133 (3):572-585.
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  • When cognition turns vicious: Heuristics and biases in light of virtue epistemology.Peter L. Samuelson & Ian M. Church - 2015 - Philosophical Psychology 28 (8):1095-1113.
    In this paper, we explore the literature on cognitive heuristics and biases in light of virtue epistemology, specifically highlighting the two major positions—agent-reliabilism and agent-responsibilism —as they apply to dual systems theories of cognition and the role of motivation in biases. We investigate under which conditions heuristics and biases might be characterized as vicious and conclude that a certain kind of intellectual arrogance can be attributed to an inappropriate reliance on Type 1, or the improper function of Type 2, cognitive (...)
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  • The Argument of Mathematics.Andrew Aberdein & Ian J. Dove (eds.) - 2013 - Dordrecht, Netherland: Springer.
    Written by experts in the field, this volume presents a comprehensive investigation into the relationship between argumentation theory and the philosophy of mathematical practice. Argumentation theory studies reasoning and argument, and especially those aspects not addressed, or not addressed well, by formal deduction. The philosophy of mathematical practice diverges from mainstream philosophy of mathematics in the emphasis it places on what the majority of working mathematicians actually do, rather than on mathematical foundations. -/- The book begins by first challenging the (...)
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  • The chronometrics of confirmation bias: Evidence for the inhibition of intuitive judgements.Edward Jn Stupple & Linden J. Ball - 2011 - Behavioral and Brain Sciences 34 (2):89-90.
    Mercier & Sperber (M&S) claim that the phenomenon of belief bias provides fundamental support for their argumentative theory and its basis in intuitive judgement. We propose that chronometric evidence necessitates a more nuanced account of belief bias that is not readily captured by argumentative theory.
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  • Reasoning, robots, and navigation: Dual roles for deductive and abductive reasoning.Janet Wiles - 2011 - Behavioral and Brain Sciences 34 (2):92-92.
    Mercier & Sperber (M&S) argue for their argumentative theory in terms of communicative abilities. Insights can be gained by extending the discussion beyond human reasoning to rodent and robot navigation. The selection of arguments and conclusions that are mutually reinforcing can be cast as a form of abductive reasoning that I argue underlies the construction of cognitive maps in navigation tasks.
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  • Knowledge-telling and knowledge-transforming arguments in mock jurors' verdict justifications.Michael Weinstock - 2011 - Thinking and Reasoning 17 (3):282 - 314.
    According to the ?story model? a juror constructs an implicit mental model of a story telling what happened as the basis for the verdict choice. But the explicit justification of a verdict choice could take the form of a story (knowledge telling) or the form of a relational (knowledge-transforming) argument structure that brings together diverse, non-chronologically related pieces of evidence. The study investigates whether people tend towards knowledge telling or knowledge transforming, and whether use of these argument structure types are (...)
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  • (1 other version)The skeptical import of motivated reasoning: a closer look at the evidence.Maarten van Doorn - 2024 - Thinking and Reasoning 30 (4):548-578.
    Central to many discussions of motivated reasoning is the idea that it runs afoul of epistemic normativity. Reasoning differently about information supporting our prior beliefs versus information contradicting those beliefs, is frequently equated with motivated irrationality. By analyzing the normative status of belief polarization, selective scrutiny, biased assimilation and the myside bias, I show this inference is often not adequately supported. Contrary to what’s often assumed, these phenomena need not indicate motivated irrationality, even though they are instances of belief-consistent information (...)
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  • Confirmation bias in information search, interpretation, and memory recall: evidence from reasoning about four controversial topics.Dáša Vedejová & Vladimíra Čavojová - 2022 - Thinking and Reasoning 28 (1):1-28.
    Confirmation bias is often used as an umbrella term for many related phenomena. Information searches, evidence interpretation, and memory recall are the three main components of the thinking proces...
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  • The rationality quotient: toward a test of rational thinking, by Keith E. Stanovich, Richard F. West, and Maggie E. Toplak. [REVIEW]Joshua Weller - 2017 - Thinking and Reasoning 23 (4):497-502.
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  • Assessing miserly information processing: An expansion of the Cognitive Reflection Test.Maggie E. Toplak, Richard F. West & Keith E. Stanovich - 2014 - Thinking and Reasoning 20 (2):147-168.
    The Cognitive Reflection Test (CRT; Frederick, 2005) is designed to measure the tendency to override a prepotent response alternative that is incorrect and to engage in further reflection that leads to the correct response. It is a prime measure of the miserly information processing posited by most dual process theories. The original three-item test may be becoming known to potential participants, however. We examined a four-item version that could serve as a substitute for the original. Our data show that it (...)
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  • Belief in fake news, responsiveness to cognitive conflict, and analytic reasoning engagement.Michael V. Bronstein, Gordon Pennycook, Lydia Buonomano & Tyrone D. Cannon - 2021 - Thinking and Reasoning 27 (4):510-535.
    For decades, technologies that ease information sharing (e.g., the wireless telegraph; Mckernon, 1925) have inspired concerns about the proliferation of misinformation. Today, these worries often c...
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  • Questions and challenges for the new psychology of reasoning.Jonathan St B. T. Evans - 2012 - Thinking and Reasoning 18 (1):5 - 31.
    In common with a number of other authors I believe that there has been a paradigm shift in the psychology of reasoning, specifically the area traditionally labelled as the study of deduction. The deduction paradigm was founded in a philosophical tradition that assumed logicality as the basis for rational thought, and provided binary propositional logic as the agreed normative framework. By contrast, many contemporary authors assume that people have degrees of uncertainty in both premises and conclusions, and reject binary logic (...)
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  • Accounting for Individual Differences in Decision-Making Competence: Personality and Gender Differences.Joshua Weller, Andrea Ceschi, Lauren Hirsch, Riccardo Sartori & Arianna Costantini - 2018 - Frontiers in Psychology 9:414698.
    Emerging research has highlighted the utility of measuring individual differences in decision-making competence (DMC), showing that consistently following normatively rational principles is associated with positive psychosocial and health behaviors. From another level of analysis, functional theories of personality suggest that broad trait dimensions represent variation in underlying self-regulatory systems, providing a mechanistic account for robust associations between traits and similar life outcomes. Yet, the degree to which broad dispositional personality dimensions predict global tendencies to respond rationally is less understood. In (...)
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  • Cognitive style and religiosity: The role of conflict detection.Gordon Pennycook, James Allan Cheyne, Nathaniel Barr, Derek J. Koehler & Jonathan A. Fugelsang - 2014 - Memory and Cognition 42 (1):1-10.
    Recent research has indicated a negative relation between the propensity for analytic reasoning and religious beliefs and practices. Here, we propose conflict detection as a mechanism underlying this relation, on the basis of the hypothesis that more-analytic people are less religious, in part, because they are more sensitive to conflicts between immaterial religious beliefs and beliefs about the material world. To examine cognitive conflict sensitivity, we presented problems containing stereotypes that conflicted with base-rate probabilities in a task with no religious (...)
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  • The role of answer fluency and perceptual fluency as metacognitive cues for initiating analytic thinking.Valerie A. Thompson, Jamie A. Prowse Turner, Gordon Pennycook, Linden J. Ball, Hannah Brack, Yael Ophir & Rakefet Ackerman - 2013 - Cognition 128 (2):237-251.
    Although widely studied in other domains, relatively little is known about the metacognitive processes that monitor and control behaviour during reasoning and decision-making. In this paper, we examined the conditions under which two fluency cues are used to monitor initial reasoning: answer fluency, or the speed with which the initial, intuitive answer is produced, and perceptual fluency, or the ease with which problems can be read. The first two experiments demonstrated that answer fluency reliably predicted Feeling of Rightness judgments to (...)
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  • Towards a descriptivist psychology of reasoning and decision making.Jonathan St Bt Evans & Shira Elqayam - 2011 - Behavioral and Brain Sciences 34 (5):275-290.
    Our target article identified normativism as the view that rationality should be evaluated against unconditional normative standards. We believe this to be entrenched in the psychological study of reasoning and decision making and argued that it is damaging to this empirical area of study, calling instead for a descriptivist psychology of reasoning and decision making. The views of 29 commentators (from philosophy and cognitive science as well as psychology) were mixed, including some staunch defences of normativism, but also a number (...)
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  • Eye-tracking IQ: Cognitive capacity and strategy use on a ratio-bias task.Valerie A. Thompson - 2021 - Cognition 208 (C):104523.
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  • Individual differences in analytical thinking and complexity of inference in conditional reasoning.Robert B. Ricco, Hideya Koshino, Anthony Nelson Sierra, Jasmine Bonsel, Jay Von Monteza & Da’Nae Owens - forthcoming - Thinking and Reasoning:1-31.
    An outstanding question for Hybrid dual process models of reasoning is whether both basic and more complex forms of conditional inference result...
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  • Explaining contentious political issues promotes open-minded thinking.Abdo Elnakouri, Alex C. Huynh & Igor Grossmann - 2024 - Cognition 247 (C):105769.
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  • Heuristics and biases: interactions among numeracy, ability, and reflectiveness predict normative responding.Paul A. Klaczynski - 2014 - Frontiers in Psychology 5.
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  • Biased Estimates of Environmental Impact in the Negative Footprint Illusion: The Nature of Individual Variation.Emma Threadgold, John E. Marsh, Mattias Holmgren, Hanna Andersson, Megan Nelson & Linden J. Ball - 2022 - Frontiers in Psychology 12.
    People consistently act in ways that harm the environment, even when believing their actions are environmentally friendly. A case in point is a biased judgment termed the negative footprint illusion, which arises when people believe that the addition of “eco-friendly” items to conventional items, reduces the total carbon footprint of the whole item-set, whereas the carbon footprint is, in fact, increased because eco-friendly items still contribute to the overall carbon footprint. Previous research suggests this illusion is the manifestation of an (...)
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  • Whither the alternatives: Determinants and consequences of selective versus comparative judgemental processing.David M. Sanbonmatsu, Sam Vanous, Christine Hook, Steven S. Posavac & Frank R. Kardes - 2011 - Thinking and Reasoning 17 (4):367 - 386.
    Judgements of the value or likelihood of a focal object or outcome have been shown to vary dramatically as a function of whether judgement is based on selective or comparative processing. This article explores the question of when selective versus comparative processing is likely, and demonstrates that as motivation and opportunity to process information carefully (operationalised as accountability and time pressure, respectively) decrease, the likelihood of selective processing increases. Moreover, we document how individuals manage to render judgements when in selective (...)
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  • A Plea for Ecological Argument Technologies.Fabio Paglieri - 2017 - Philosophy and Technology 30 (2):209-238.
    In spite of significant research efforts, argument technologies do not seem poised to scale up as much as most commentators would hope or even predict. In this paper, I discuss what obstacles bar the way to more widespread success of argument technologies and venture some suggestions on how to circumvent such difficulties: doing so will require a significant shift in how this research area is typically understood and practiced. I begin by exploring a much broader yet closely related question: To (...)
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  • Don’t worry, be gappy! On the unproblematic gappiness of alleged fallacies.Fabio Paglieri - unknown
    The history of fallacy theory is long, distinguished and, admittedly, checkered. I offer a bird eye view on it, with the aim of contrasting the standard conception of fallacies as attractive and universal errors that are hard to eradicate with the contemporary preoccupation with “non-fallacious fallacies”, that is, arguments that fit the bill of one of the traditional fallacies but are actually respectable enough to be used in appropriate contexts. Godden and Zenker have recently argued that reinterpreting alleged fallacies as (...)
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  • Conflict, metacognition, and analytic thinking.Valerie A. Thompson & Stephen C. Johnson - 2014 - Thinking and Reasoning 20 (2):215-244.
    One hundred and three participants solved conflict and non-conflict versions of four reasoning tasks using a two-response procedure: a base rate task, a causal reasoning task, a denominator neglect task, and a categorical syllogisms task. Participants were asked to give their first, intuitive answer, to make a Feeling of Rightness judgment, and then were given as much time as needed to rethink their answer. They also completed a standardized measure of IQ and the actively open-minded thinking questionnaire. The FORs of (...)
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  • Conspiracy beliefs in the context of a comprehensive rationality assessment.Keith E. Stanovich & Maggie E. Toplak - forthcoming - Thinking and Reasoning.
    The recent intense interest in conspiratorial thinking is fuelled by the perception that belief in conspiracies is highly irrational. However, there have been few studies that have examined the associations of conspiracy belief with a comprehensive battery of rational thinking tasks that tap both epistemic and instrumental rationality. The Comprehensive Assessment of Rational Thinking (CART) provides an opportunity to do just that because one of the subtests on the CART assesses the tendency to believe false conspiracies. That subtest is in (...)
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  • Preferences over procedures and outcomes in judgment aggregation: an experimental study.Takuya Sekiguchi - 2019 - Theory and Decision 86 (2):239-258.
    The aggregation of individual judgments on logically connected issues often leads to collective inconsistency. This study examines two collective decision-making procedures designed to avoid such inconsistency—one premise-based and the other conclusion-based. While the relative desirability of the two procedures has been studied extensively from a theoretical perspective, the preference of individuals regarding the two procedures has been less studied empirically. In the present study, a scenario-based questionnaire survey of participant preferences for the two procedures was conducted, taking into consideration prevailing (...)
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  • Understanding the relationship between rationality and intelligence: a latent-variable approach.Alexander P. Burgoyne, Cody A. Mashburn, Jason S. Tsukahara, David Z. Hambrick & Randall W. Engle - 2023 - Thinking and Reasoning 29 (1):1-42.
    A hallmark of intelligent behavior is rationality – the disposition and ability to think analytically to make decisions that maximize expected utility or follow the laws of probability. However, the question remains as to whether rationality and intelligence are empirically distinct, as does the question of what cognitive mechanisms underlie individual differences in rationality. In a sample of 331 participants, we assessed the relationship between rationality and intelligence. There was a common ability underpinning performance on some, but not all, rationality (...)
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  • Effects of perspective and belief on analytic reasoning in a scientific reasoning task.Erin L. Beatty & Valerie A. Thompson - 2012 - Thinking and Reasoning 18 (4):441-460.
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  • Open-minded and reflective thinking predicts reasoning and meta-reasoning: evidence from a ratio-bias conflict task.Henry W. Strudwicke, Glen E. Bodner, Paul Williamson & Michelle M. Arnold - 2024 - Thinking and Reasoning 30 (3):419-445.
    Dispositional measures of actively open-minded thinking and cognitive reflection both predict reasoning accuracy on conflict problems. Here we investigated their relative impact on meta-reasoning. To this end, we measured reasoning accuracy and two indices of meta-reasoning performance – conflict detection sensitivity and meta-reasoning discrimination – using a ratio-bias task. Our key predictors were actively open-minded thinking and cognitive reflection, and numeracy, cognitive ability, and mindware instantiation were controlled for. Actively open-minded thinking was a better predictor of reasoning accuracy and meta-reasoning (...)
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