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Is it time for a tri-process theory? Distinguishing the reflective and algorithmic mind

In Keith Frankish & Jonathan St B. T. Evans (eds.), In Two Minds: Dual Processes and Beyond. Oxford University Press. pp. 55--88 (2009)

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  1. Defining features versus incidental correlates of Type 1 and Type 2 processing.Keith E. Stanovich & Maggie E. Toplak - 2012 - Mind and Society 11 (1):3-13.
    Many critics of dual-process models have mistaken long lists of descriptive terms in the literature for a full-blown theory of necessarily co-occurring properties. These critiques have distracted attention from the cumulative progress being made in identifying the much smaller set of properties that truly do define Type 1 and Type 2 processing. Our view of the literature is that autonomous processing is the defining feature of Type 1 processing. Even more convincing is the converging evidence that the key feature of (...)
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  • 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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  • 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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  • Normativism versus mechanism.Valerie A. Thompson - 2011 - Behavioral and Brain Sciences 34 (5):272-273.
    Using normative correctness as a diagnostic tool reduces the outcome of complex cognitive functions to a binary classification (normative or non-normative). It also focuses attention on outcomes, rather than processes, impeding the development of good cognitive theories. Given that both normative and non-normative responses may be produced by the same process, normativity is a poor indicator of underlying processes.
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  • The Cognitive Philosophy of Reflection.Andreas Stephens & Trond A. Tjøstheim - 2022 - Erkenntnis 87 (5):2219-2242.
    Hilary Kornblith argues that many traditional philosophical accounts involve problematic views of reflection (understood as second-order mental states). According to Kornblith, reflection does not add reliability, which makes it unfit to underlie a separate form of knowledge. We show that a broader understanding of reflection, encompassing Type 2 processes, working memory, and episodic long-term memory, can provide philosophy with elucidating input that a restricted view misses. We further argue that reflection in fact often does add reliability, through generalizability, flexibility, and (...)
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  • Educational models of knowledge prototypes development: Connecting text comprehension to spatial recognition in primary school.Flavia Santoianni - 2011 - Mind and Society 10 (2):103-129.
    May implicit and explicit collaboration influence text comprehension and spatial recognition interaction? Visuospatial representation implies implicit, visual and spatial processing of actions and concepts at different levels of awareness. Implicit learning is linked to unaware, nonverbal and prototypical processing, especially in the early stages of development when it is prevailing. Spatial processing is studied as knowledge prototypes , conceptual and mind maps . According to the hypothesis that text comprehension and spatial recognition connecting processes may also be implicit, this paper (...)
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  • Sense of Place, Fast and Slow: The Potential Contributions of Affordance Theory to Sense of Place.Christopher M. Raymond, Marketta Kyttä & Richard Stedman - 2017 - Frontiers in Psychology 8:285227.
    Over the past 40 years, the sense of place concept has been well-established across a range of applications and settings; however, most theoretical developments have ‘privileged the slow’. Evidence suggests that place attachments and place meanings are slow to evolve, sometimes not matching material or social reality (lag effects), and also tending to inhibit change. Here we present some key blind spots in sense of place scholarship and then suggest how a reconsideration of sense of place as ‘fast’ and ‘slow’ (...)
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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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  • Commentary: Cognitive reflection vs. calculation in decision making.Gordon Pennycook & Robert M. Ross - 2016 - Frontiers in Psychology 7.
  • 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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  • Heuristics and biases: interactions among numeracy, ability, and reflectiveness predict normative responding.Paul A. Klaczynski - 2014 - Frontiers in Psychology 5.
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  • On the Wrong Track: Process and Content in Moral Psychology.Guy Kahane - 2012 - Mind and Language 27 (5):519-545.
    According to Joshua Greene’s influential dual process model of moral judgment, different modes of processing are associated with distinct moral outputs: automatic processing with deontological judgment, and controlled processing with utilitarian judgment. This paper aims to clarify and assess Greene’s model. I argue that the proposed tie between process and content is based on a misinterpretation of the evidence, and that the supposed evidence for controlled processing in utilitarian judgment is actually likely to reflect generic deliberation which, ironically, is incompatible (...)
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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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  • I—Tamar Szabó Gendler: The Third Horse: On Unendorsed Association and Human Behaviour.Tamar Szabó Gendler - 2014 - Aristotelian Society Supplementary Volume 88 (1):185-218.
    On one standard reading, Plato's works contain at least two distinct views about the structure of the human soul. According to the first, there is a crucial unity to human psychology: there is a dominant faculty that is capable of controlling attention and behaviour in a way that not only produces right action, but also ‘silences’ inclinations to the contrary—at least in idealized circumstances. According to the second, the human soul contains multiple autonomous parts, and although one of them, reason, (...)
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  • Dual-Process and Dual-System Theories of Reasoning.Keith Frankish - 2010 - Philosophy Compass 5 (10):914-926.
    Dual-process theories hold that there are two distinct processing modes available for many cognitive tasks: one that is fast, automatic and non-conscious, and another that is slow, controlled and conscious. Typically, cognitive biases are attributed to type 1 processes, which are held to be heuristic or associative, and logical responses to type 2 processes, which are characterised as rule-based or analytical. Dual-system theories go further and assign these two types of process to two separate reasoning systems, System 1 and System (...)
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  • Contamination Appraisals, Pollution Beliefs, and the Role of Cultural Inheritance in Shaping Disease Avoidance Behavior.Yitzhaq Feder - 2016 - Cognitive Science 40 (6):1561-1585.
    Despite the upsurge of research on disgust, the implications of this research for the investigation of cultural pollution beliefs has yet to be adequately explored. In particular, the sensitivity of both disgust and pollution to a common set of elicitors suggests a common psychological basis, though several obstacles have prevented an integrative account, including methodological differences between the relevant disciplines. Employing a conciliatory framework that embraces both naturalistic and humanistic levels of explanation, this article examines the dynamic reciprocal process by (...)
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  • 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):251-252.
    We propose a critique of normativism, 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 (...)
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  • Slow and fast thinking, historical-cultural psychology and major trends of modern epistemology: unveiling a fundamental convergence.Nathalie Bulle - 2014 - Mind and Society 13 (1):149-166.
    There exists a fundamental convergence between some major trends of modern epistemology—as outlined, for instance, by Filmer Northrop and Henry Margenau—and the theories actually developed within sciences of the human mind where two types of thought—one implicit and, the other, explicit—tend to refer to two different lines of development. Moreover, these theories can find in the psychology of Lev Vygotsky some seminal hypotheses of a major importance. In order to highlight this convergence, we parallel the role played by structured conceptual (...)
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  • The Pros and Cons of Identifying Critical Thinking with System 2 Processing.Jean-François Bonnefon - 2018 - Topoi 37 (1):113-119.
    The dual-process model of cognition but most especially its reflective component, system 2 processing, shows strong conceptual links with critical thinking. In fact, the salient characteristics of system 2 processing are so strikingly close to that of critical thinking, that it is tempting to claim that critical thinking is system 2 processing, no more and no less. In this article, I consider the two sides of that claim: Does critical thinking always require system 2 processing? And does system 2 processing (...)
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  • Rational decision making: balancing RUN and JUMP modes of analysis.Tilmann Betsch & Carsten Held - 2012 - Mind and Society 11 (1):69-80.
    Rationality in decision making is commonly assessed by comparing choice performance against normative standards. We argue that such a performance-centered approach blurs the distinction between rational choice and adaptive behavior. Instead, rational choice should be assessed with regard to the way individuals make analytic decisions. We suggest that analytic decisions can be made in two different modes in which control processes are directed at different levels. In a RUN mode, thought is directed at controlling the operation of a decision strategy. (...)
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