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  1. Subtracting “ought” from “is”: Descriptivism versus normativism in the study of human thinking.Shira Elqayam & Jonathan St B. T. Evans - 2011 - Behavioral and Brain Sciences 34 (5):233-248.
    We propose a critique ofnormativism, defined as the idea that human thinking reflects a normative system against which it should be measured and judged. We analyze the methodological problems associated with normativism, proposing that it invites the controversial “is-ought” inference, much contested in the philosophical literature. This problem is triggered when there are competing normative accounts (the arbitration problem), as empirical evidence can help arbitrate between descriptive theories, but not between normative systems. Drawing on linguistics as a model, we propose (...)
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  • Mental Disorders Involve Limits on Control, not Extreme Preferences.Chandra Sripada - 2022 - In Matt King & Joshua May (eds.), Agency in Mental Disorder: Philosophical Dimensions. Oxford University Press.
    According to a standard picture of agency, a person’s actions always reflect what they most desire, and many theorists extend this model to mental illness. In this chapter, I pin down exactly where this “volitional” view goes wrong. The key is to recognize that human motivational architecture involves a regulatory control structure: we have both spontaneous states (e.g., automatically-elicited thoughts and action tendencies, etc.) as well as regulatory mechanisms that allow us to suppress or modulate these spontaneous states. Our regulatory (...)
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  • The best game in town: The reemergence of the language-of-thought hypothesis across the cognitive sciences.Jake Quilty-Dunn, Nicolas Porot & Eric Mandelbaum - 2023 - Behavioral and Brain Sciences 46:e261.
    Mental representations remain the central posits of psychology after many decades of scrutiny. However, there is no consensus about the representational format(s) of biological cognition. This paper provides a survey of evidence from computational cognitive psychology, perceptual psychology, developmental psychology, comparative psychology, and social psychology, and concludes that one type of format that routinely crops up is the language-of-thought (LoT). We outline six core properties of LoTs: (i) discrete constituents; (ii) role-filler independence; (iii) predicate–argument structure; (iv) logical operators; (v) inferential (...)
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  • Meta-ethics and the mortality: Mortality salience leads people to adopt a less subjectivist morality.Onurcan Yilmaz & Hasan G. Bahçekapili - 2018 - Cognition 179 (C):171-177.
    Although lay notions in normative ethics have previously been investigated within the framework of the dual-process interpretation of the terror management theory (TMT), meta-ethical beliefs (subjective vs. objective morality) have not been previously investigated within the same framework. In the present research, we primed mortality salience, shown to impair reasoning performance in previous studies, to see whether it inhibits subjectivist moral judgments in three separate experiments. In Experiment 3, we also investigated whether impaired reasoning performance indeed mediates the effect of (...)
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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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  • Conflict detection predicts the temporal stability of intuitive and deliberate reasoning.Aikaterini Voudouri, Michał Białek, Artur Domurat, Marta Kowal & Wim De Neys - 2023 - Thinking and Reasoning 29 (4):427-455.
    Although reasoning has been characterized as the essence of our being, it is often prone to cognitive biases. Decades of research in the reasoning and decision making fields have shown that when fa...
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  • What Is Targeted When We Train Working Memory? Evidence From a Meta-Analysis of the Neural Correlates of Working Memory Training Using Activation Likelihood Estimation.Oshin Vartanian, Vladyslava Replete, Sidney Ann Saint, Quan Lam, Sarah Forbes, Monique E. Beaudoin, Tad T. Brunyé, David J. Bryant, Kathryn A. Feltman, Kristin J. Heaton, Richard A. McKinley, Jan B. F. Van Erp, Annika Vergin & Annalise Whittaker - 2022 - Frontiers in Psychology 13.
    Working memory is the system responsible for maintaining and manipulating information, in the face of ongoing distraction. In turn, WM span is perceived to be an individual-differences construct reflecting the limited capacity of this system. Recently, however, there has been some evidence to suggest that WM capacity can increase through training, raising the possibility that training can functionally alter the neural structures supporting WM. To address the hypothesis that the neural substrates underlying WM are targeted by training, we conducted a (...)
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  • Better but still biased: Analytic cognitive style and belief bias.Dries Trippas, Gordon Pennycook, Michael F. Verde & Simon J. Handley - 2015 - Thinking and Reasoning 21 (4):431-445.
    Belief bias is the tendency for prior beliefs to influence people's deductive reasoning in two ways: through the application of a simple belief-heuristic and through the application of more effortful reasoning for unbelievable conclusions. Previous research indicates that cognitive ability is the primary determinant of the effect of beliefs on accuracy. In the current study, we show that the mere tendency to engage analytic reasoning is responsible for the effect of cognitive ability on motivated reasoning. The implications of this finding (...)
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  • The time course of conflict on the Cognitive Reflection Test.Eoin Travers, Jonathan J. Rolison & Aidan Feeney - 2016 - Cognition 150 (C):109-118.
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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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  • Two paradoxes of bounded rationality.David Thorstad - 2022 - Philosophers' Imprint 22.
    My aim in this paper is to develop a unified solution to two paradoxes of bounded rationality. The first is the regress problem that incorporating cognitive bounds into models of rational decisionmaking generates a regress of higher-order decision problems. The second is the problem of rational irrationality: it sometimes seems rational for bounded agents to act irrationally on the basis of rational deliberation. I review two strategies which have been brought to bear on these problems: the way of weakening which (...)
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  • Reasoning strategy vs cognitive capacity as predictors of individual differences in reasoning performance.Valerie A. Thompson & Henry Markovits - 2021 - Cognition 217 (C):104866.
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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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  • The cognitive reflection test revisited: exploring the ways individuals solve the test.B. Szaszi, A. Szollosi, B. Palfi & B. Aczel - 2017 - Thinking and Reasoning 23 (3):207-234.
    Individuals’ propensity not to override the first answer that comes to mind is thought to be a crucial cause behind many failures in reasoning. In the present study, we aimed to explore the strategies used and the abilities employed when individuals solve the cognitive reflection test, the most widely used measure of this tendency. Alongside individual differences measures, protocol analysis was employed to unfold the steps of the reasoning process in solving the CRT. This exploration revealed that there are several (...)
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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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  • 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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  • How Do We Believe?Steven A. Sloman - 2022 - Topics in Cognitive Science 14 (1):31-44.
    Topics in Cognitive Science, Volume 14, Issue 1, Page 31-44, January 2022.
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  • Predicting individual differences in conflict detection and bias susceptibility during reasoning.Jakub Šrol & Wim De Neys - 2020 - Thinking and Reasoning 27 (1):38-68.
    A key component of the susceptibility to cognitive biases is the ability to monitor for conflict between intuitively cued “heuristic” answers and logical principles. While there is evidence that pe...
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  • The smart intuitor: Cognitive capacity predicts intuitive rather than deliberate thinking.Matthieu Raoelison, Valerie A. Thompson & Wim De Neys - 2020 - Cognition 204 (C):104381.
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  • From slow to fast logic: the development of logical intuitions.Matthieu Raoelison, Esther Boissin, Grégoire Borst & Wim De Neys - 2021 - Thinking and Reasoning 27 (4):599-622.
    Recent reasoning accounts suggest that people can process elementary logical principles intuitively. These controversial “logical intuitions” are believed to result from a learning process in which developing reasoners automatize their application. To verify this automatization hypothesis, we contrasted the reasoning performance of younger (7th grade) and older (12th grade) reasoners with a two-response paradigm. Participants initially responded with the first intuitive response that came to mind and subsequently were allowed to deliberate on classic “bias” problems (base-rate problems and syllogisms). Results (...)
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  • Eye Movements, Pupil Dilation, and Conflict Detection in Reasoning: Exploring the Evidence for Intuitive Logic.Zoe A. Purcell, Andrew J. Roberts, Simon J. Handley & Stephanie Howarth - 2023 - Cognitive Science 47 (6):e13293.
    A controversial claim in recent dual process accounts of reasoning is that intuitive processes not only lead to bias but are also sensitive to the logical status of an argument. The intuitive logic hypothesis draws upon evidence that reasoners take longer and are less confident on belief–logic conflict problems, irrespective of whether they give the correct logical response. In this paper, we examine conflict detection under conditions in which participants are asked to either judge the logical validity or believability of (...)
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  • The role of analytic thinking in moral judgements and values.Gordon Pennycook, James Allan Cheyne, Nathaniel Barr, Derek J. Koehler & Jonathan A. Fugelsang - 2014 - Thinking and Reasoning 20 (2):188-214.
    While individual differences in the willingness and ability to engage analytic processing have long informed research in reasoning and decision making, the implications of such differences have not yet had a strong influence in other domains of psychological research. We claim that analytic thinking is not limited to problems that have a normative basis and, as an extension of this, predict that individual differences in analytic thinking will be influential in determining beliefs and values. Along with assessments of cognitive ability (...)
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  • Reasoning with base rates is routine, relatively effortless, and context dependent.Gordon Pennycook & Valerie A. Thompson - 2012 - Psychonomic Bulletin and Review 19 (3):528-534.
    We tested models of base rate “neglect” using a novel paradigm. Participants judged the probability that a hypothetical person belonged to one of two categories on the basis of either a personality description alone or the personality description and a base rate probability. When base rates and descriptions were congruent, judgments in the BR condition were higher and more uniform than those in the NoBR condition. In contrast, base rates had a polarizing effect on judgments when they were incongruent with (...)
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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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  • Are we good at detecting conflict during reasoning?Gordon Pennycook, Jonathan A. Fugelsang & Derek J. Koehler - 2012 - Cognition 124 (1):101-106.
    Recent evidence suggests that people are highly efficient at detecting conflicting outputs produced by competing intuitive and analytic reasoning processes. Specifically, De Neys and Glumicic demonstrated that participants reason longer about problems that are characterized by conflict between stereotypical personality descriptions and base-rate probabilities of group membership. However, this finding comes from problems involving probabilities much more extreme than those used in traditional studies of base-rate neglect. To test the degree to which these findings depend on such extreme probabilities, we (...)
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  • Belief bias during reasoning among religious believers and skeptics.Gordon Pennycook, James Allan Cheyne, Derek J. Koehler & Jonathan A. Fugelsang - 2013 - Psychonomic Bulletin and Review 20 (4):806-811.
    We provide evidence that religious skeptics, as compared to believers, are both more reflective and effective in logical reasoning tasks. While recent studies have reported a negative association between an analytic cognitive style and religiosity, they focused exclusively on accuracy, making it difficult to specify potential underlying cognitive mechanisms. The present study extends the previous research by assessing both performance and response times on quintessential logical reasoning problems. Those reporting more religious skepticism made fewer reasoning errors than did believers. This (...)
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  • Analytic cognitive style predicts religious and paranormal belief.Gordon Pennycook, James Allan Cheyne, Paul Seli, Derek J. Koehler & Jonathan A. Fugelsang - 2012 - Cognition 123 (3):335-346.
    An analytic cognitive style denotes a propensity to set aside highly salient intuitions when engaging in problem solving. We assess the hypothesis that an analytic cognitive style is associated with a history of questioning, altering, and rejecting supernatural claims, both religious and paranormal. In two studies, we examined associations of God beliefs, religious engagement, conventional religious beliefs and paranormal beliefs with performance measures of cognitive ability and analytic cognitive style. An analytic cognitive style negatively predicted both religious and paranormal beliefs (...)
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  • The uncertain reasoner: Bayes, logic, and rationality.Mike Oaksford & Nick Chater - 2009 - Behavioral and Brain Sciences 32 (1):105-120.
    Human cognition requires coping with a complex and uncertain world. This suggests that dealing with uncertainty may be the central challenge for human reasoning. In Bayesian Rationality we argue that probability theory, the calculus of uncertainty, is the right framework in which to understand everyday reasoning. We also argue that probability theory explains behavior, even on experimental tasks that have been designed to probe people's logical reasoning abilities. Most commentators agree on the centrality of uncertainty; some suggest that there is (...)
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  • The sound-board account of reasoning: A one-system alternative to dual-process theory.Joshua Mugg - 2018 - Philosophical Psychology 31 (7):1046-1073.
    ABSTRACTIn order to explain the effects found in the heuristics and biases literature, dual-process theories of reasoning claim that human reasoning is of two kinds: Type-1 processing is fast, automatic, and associative, while Type-2 reasoning is slow, controlled, and rule based. If human reasoning is so divided, it would have important consequences for morality, epistemology, and philosophy of mind. Although dual-process theorists have typically argued for their position by way of an inference to the best explanation, they have generally failed (...)
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  • Self-deception as pseudo-rational regulation of belief.Christoph Michel & Albert Newen - 2010 - Consciousness and Cognition 19 (3):731-744.
    Self-deception is a special kind of motivational dominance in belief-formation. We develop criteria which set paradigmatic self-deception apart from related phenomena of automanipulation such as pretense and motivational bias. In self-deception rational subjects defend or develop beliefs of high subjective importance in response to strong counterevidence. Self-deceivers make or keep these beliefs tenable by putting prima-facie rational defense-strategies to work against their established standards of rational evaluation. In paradigmatic self-deception, target-beliefs are made tenable via reorganizations of those belief-sets that relate (...)
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  • The formation and revision of intuitions.Andrew Meyer & Shane Frederick - 2023 - Cognition 240 (C):105380.
    This paper presents 59 new studies (N = 72,310) which focus primarily on the “bat and ball problem.” It documents our attempts to understand the determinants of the erroneous intuition, our exploration of ways to stimulate reflection, and our discovery that the erroneous intuition often survives whatever further reflection can be induced. Our investigation helps inform conceptions of dual process models, as “system 1” processes often appear to override or corrupt “system 2” processes. Many choose to uphold their intuition, even (...)
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  • Norms and high-level cognition: Consequences, trends, and antidotes.Simon McNair & Aidan Feeney - 2011 - Behavioral and Brain Sciences 34 (5):260-261.
    We are neither as pessimistic nor as optimistic as Elqayam & Evans (E&E). The consequences of normativism have not been uniformly disastrous, even among the examples they consider. However, normativism won't be going away any time soon and in the literature on causal Bayes nets new debates about normativism are emerging. Finally, we suggest that to concentrate on expert reasoners as an antidote to normativism may limit the contribution of research on thinking to basic psychological science.
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  • The role of language comprehension in reasoning: How “good-enough” representations induce biases.André Mata, Anna-Lena Schubert & Mário B. Ferreira - 2014 - Cognition 133 (2):457-463.
  • Conflict detection and social perception: bringing meta-reasoning and social cognition together.André Mata - 2019 - Thinking and Reasoning 26 (1):140-149.
    Research on implicit conflict detection suggests that people are sensitive to violations of logical principles. When they make reasoning errors, their epistemic radar presumably detects an anomaly....
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  • The Interprocessual-Self Theory in Support of Human Neuroscience Studies.Elkin O. Luis, Kleio Akrivou, Elena Bermejo-Martins, Germán Scalzo & José Víctor Orón - 2022 - Frontiers in Psychology 12:686928.
    Rather than occurring abstractly (autonomously), ethical growth occurs in interpersonal relationships (IRs). It requires optimally functioning cognitive processes [attention, working memory (WM), episodic/autobiographical memory (AM), inhibition, flexibility, among others], emotional processes (physical contact, motivation, and empathy), processes surrounding ethical, intimacy, and identity issues, and other psychological processes (self-knowledge, integration, and the capacity for agency). Without intending to be reductionist, we believe that these aspects are essential for optimally engaging in IRs and for the personal constitution. While they are all integrated (...)
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  • Errors, fast and slow: an analysis of response times in probability judgments.Jonas Ludwig, Fabian K. Ahrens & Anja Achtziger - 2020 - Thinking and Reasoning 26 (4):627-639.
    Probabilistic reasoning is heavily investigated in decision research. Violations of probability theory have been demonstrated numerously, for instance, the tendency to overestimate the joint probab...
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  • I know the rule, but I'll just go with my gut: is there a rational use of intuition?Filipe Loureiro & Teresa Garcia-Marques - 2018 - Thinking and Reasoning 24 (4):469-497.
    ABSTRACTResearch has established that human thinking is often biased by intuitive judgement. The base-rate neglect effect provides such an example, so named because people often support their decisions in stereotypical individuating information, neglecting base-rates. Here, we test the hypothesis that reasoners acknowledge information provided by base-rates and may use individuating information in support of a “rational” decision process. Results from four experiments show that “base-rate neglecting” occurs when participants acknowledge sample distributions; participants who prefer individuating over base-rate information perceive base-rates (...)
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  • Strength of affective reaction as a signal to think carefully.Heather C. Lench & Shane W. Bench - 2015 - Cognition and Emotion 29 (2):220-235.
  • The Nature of Belief-Directed Exploratory Choice in Human Decision-Making.W. Bradley Knox, A. Ross Otto, Peter Stone & Bradley C. Love - 2011 - Frontiers in Psychology 2.
  • Heuristics and biases: interactions among numeracy, ability, and reflectiveness predict normative responding.Paul A. Klaczynski - 2014 - Frontiers in Psychology 5.
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  • The best of both worlds: Dual systems of reasoning in animals and AI.Mark Kelly & Andrew B. Barron - 2022 - Cognition 225 (C):105118.
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  • Comprehension and computation in Bayesian problem solving.Eric D. Johnson & Elisabet Tubau - 2015 - Frontiers in Psychology 6:137658.
    Humans have long been characterized as poor probabilistic reasoners when presented with explicit numerical information. Bayesian word problems provide a well-known example of this, where even highly educated and cognitively skilled individuals fail to adhere to mathematical norms. It is widely agreed that natural frequencies can facilitate Bayesian reasoning relative to normalized formats (e.g. probabilities, percentages), both by clarifying logical set-subset relations and by simplifying numerical calculations. Nevertheless, between-study performance on “transparent” Bayesian problems varies widely, and generally remains rather unimpressive. (...)
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  • Uncontrolled logic: intuitive sensitivity to logical structure in random responding.Stephanie Howarth, Simon Handley & Vince Polito - 2022 - Thinking and Reasoning 28 (1):61-96.
    It is well established that beliefs provide powerful cues that influence reasoning. Over the last decade research has revealed that judgments based upon logical structure may also pre-empt deliberative reasoning. Evidence for ‘intuitive logic’ has been claimed using a range of measures (i.e. confidence ratings or latency of response on conflict problems). However, it is unclear how well such measures genuinely reflect logical intuition. In this paper we introduce a new method designed to test for evidence of intuitive logic. In (...)
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  • Uncontrolled logic: intuitive sensitivity to logical structure in random responding.Stephanie Howarth, Simon Handley & Vince Polito - 2022 - Thinking and Reasoning 28 (1):61-96.
    It is well established that beliefs provide powerful cues that influence reasoning. Over the last decade research has revealed that judgments based upon logical structure may also pre-empt deliberative reasoning. Evidence for ‘intuitive logic’ has been claimed using a range of measures (i.e. confidence ratings or latency of response on conflict problems). However, it is unclear how well such measures genuinely reflect logical intuition. In this paper we introduce a new method designed to test for evidence of intuitive logic. In (...)
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  • The logic sense: exploring the role of executive functioning in belief and logic-based judgments.Stephanie Howarth, Simon Handley & Clare Walsh - 2018 - Thinking and Reasoning 25 (4):416-448.
    The Default Interventionist account suggests that by default, we often generate belief-based responses when reasoning and find it difficult to draw the logical inference. Recent research, h...
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  • The bat-and-ball problem: a word-problem debiasing approach.Jerome D. Hoover & Alice F. Healy - 2021 - Thinking and Reasoning 27 (4):567-598.
    Three experiments explored the effects of word problem cueing on debiasing versions of the bat-and-ball problem. In the experimental condition order, participants solved a simpler isomorphic version of the problem prior to solving a standard version that, critically, had the same item-and-dollar amounts. Conversely, in the control condition order, participants solved the standard version prior to solving the isomorph. Across the first 2 experiments, participants cued with the isomorph were more likely to correctly solve the standard version of the problem. (...)
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  • Dual Process Theory of Thought and Default Mode Network: A Possible Neural Foundation of Fast Thinking.Giorgio Gronchi & Fabio Giovannelli - 2018 - Frontiers in Psychology 9:388597.
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  • Challenges for the sequential two-system model of moral judgement.Burcu Gürçay & Jonathan Baron - 2017 - Thinking and Reasoning 23 (1):49-80.
    Considerable evidence supports the sequential two-system model of moral judgement, as proposed by Greene and others. We tested whether judgement speed and/or personal/impersonal moral dilemmas can predict the kind of moral judgements subjects make for each dilemma, and whether personal dilemmas create difficulty in moral judgements. Our results showed that neither personal/impersonal conditions nor spontaneous/thoughtful-reflection conditions were reliable predictors of utilitarian or deontological moral judgements. Yet, we found support for an alternative view, in which, when the two types of responses (...)
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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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  • A New Look to a Classic Issue: Reasoning and Academic Achievement at Secondary School.Isabel Gómez-Veiga, José O. Vila Chaves, Gonzalo Duque & Juan A. García Madruga - 2018 - Frontiers in Psychology 9.
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