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DiBerardino PAV, Filipowicz ALS, Danckert J, Anderson B. Plinko: Eliciting beliefs to build better models of statistical learning and mental model updating. Br J Psychol 2024; 115:759-786. [PMID: 39096484 DOI: 10.1111/bjop.12724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 07/03/2024] [Indexed: 08/05/2024]
Abstract
Prior beliefs are central to Bayesian accounts of cognition, but many of these accounts do not directly measure priors. More specifically, initial states of belief heavily influence how new information is assumed to be utilized when updating a particular model. Despite this, prior and posterior beliefs are either inferred from sequential participant actions or elicited through impoverished means. We had participants to play a version of the game 'Plinko', to first elicit individual participant priors in a theoretically agnostic manner. Subsequent learning and updating of participant beliefs was then directly measured. We show that participants hold various priors that cluster around prototypical probability distributions that in turn influence learning. In follow-up studies, we show that participant priors are stable over time and that the ability to update beliefs is influenced by a simple environmental manipulation (i.e., a short break). These data reveal the importance of directly measuring participant beliefs rather than assuming or inferring them as has been widely done in the literature to date. The Plinko game provides a flexible and fecund means for examining statistical learning and mental model updating.
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Affiliation(s)
| | | | - James Danckert
- Department of Psychology, University of Waterloo, Waterloo, Ontario, Canada
| | - Britt Anderson
- Department of Psychology, University of Waterloo, Waterloo, Ontario, Canada
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Vitello M, Salvi C. Gestalt's Perspective on Insight: A Recap Based on Recent Behavioral and Neuroscientific Evidence. J Intell 2023; 11:224. [PMID: 38132842 PMCID: PMC10743969 DOI: 10.3390/jintelligence11120224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 11/18/2023] [Accepted: 11/27/2023] [Indexed: 12/23/2023] Open
Abstract
The Gestalt psychologists' theory of insight problem-solving was based on a direct parallelism between perceptual experience and higher-order forms of cognition (e.g., problem-solving). Similarly, albeit not exclusively, to the sudden recognition of bistable figures, these psychologists contended that problem-solving involves a restructuring of one's initial representation of the problem's elements, leading to a sudden leap of understanding phenomenologically indexed by the "Aha!" feeling. Over the last century, different scholars have discussed the validity of the Gestalt psychologists' perspective, foremost using the behavioral measures available at the time. However, in the last two decades, scientists have gained a deeper understanding of insight problem-solving due to the advancements in cognitive neuroscience. This review aims to provide a retrospective reading of Gestalt theory based on the knowledge accrued by adopting novel paradigms of research and investigating their neurophysiological correlates. Among several key points that the Gestalt psychologists underscored, we focus specifically on the role of the visual system in marking a discrete switch of knowledge into awareness, as well as the perceptual experience and holistic standpoints. While the main goal of this paper is to read the previous theory in light of new evidence, we also hope to initiate an academic discussion and encourage further research about the points we raise.
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Affiliation(s)
- Mary Vitello
- Department of Psychology, University of California Los Angeles, Los Angeles, CA 90095, USA;
| | - Carola Salvi
- Department of Psychology and Social Sciences, John Cabot University, 00165 Rome, Italy
- Department of Psychiatry and Behavioral Sciences, University of Texas at Austin, Austin, TX 78712, USA
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Branchini E, Burro R, Bianchi I. Training People to Think in Opposites Facilitates the Falsification Process in Wason's Rule Discovery Task. J Intell 2023; 11:jintelligence11050091. [PMID: 37233340 DOI: 10.3390/jintelligence11050091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 05/04/2023] [Accepted: 05/06/2023] [Indexed: 05/27/2023] Open
Abstract
With reference to Wason's 2-4-6 rule discovery task, this study investigated the effects of a simple training session that prompted participants to "think in opposites". The results showed a significant improvement in performance under the training condition when compared to the control condition, both in terms of the proportion of participants who discovered the correct rule and how quickly it was discovered. An analysis of whether or not participant submitted test triples formed of descending numbers showed that fewer participants under the control condition considered ascending/descending to represent a critical dimension and, in any case, this occurred later (that is, after more test triples) than in the training condition. These results are discussed in relation to previous literature showing improvements in performance that were prompted by strategies involving "contrast" as a critical factor. The limitations of the study are discussed, as well as the benefits of a training program like this, which is non-content related.
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Affiliation(s)
- Erika Branchini
- Department of Human Sciences, University of Verona, Lungadige Porta Vittoria 27, 37129 Verona, Italy
| | - Roberto Burro
- Department of Human Sciences, University of Verona, Lungadige Porta Vittoria 27, 37129 Verona, Italy
| | - Ivana Bianchi
- Section Philosophy and Human Sciences, Department of Humanities, University of Macerata, Via Garibaldi, 20, 62100 Macerata, Italy
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Bianchi I, Branchini E. Does Thinking in Opposites in Order to Think Differently Improve Creativity? J Intell 2023; 11:jintelligence11050085. [PMID: 37233334 DOI: 10.3390/jintelligence11050085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 04/14/2023] [Accepted: 04/28/2023] [Indexed: 05/27/2023] Open
Abstract
In this paper, we focus on the link between thinking in opposites and creativity. Thinking in opposites requires an intuitive, productive strategy, which may enhance creativity. Given the importance of creativity for the well-being of individuals and society, finding new ways to enhance it represents a valuable goal in both professional and personal contexts. We discuss the body of evidence that exists concerning the importance of the first representation of the structure of a problem to be solved, which determines the baseline representation and sets limits on the area within which a problem solver will explore. We then review a variety of interventions described in the literature on creativity and insight problem solving that were designed to overcome fixedness and encourage people to move away from stereotypical solutions. Special attention is paid to the research carried out in the context of problem solving, which provides evidence that prompting people to "think in opposites" is beneficial. We suggest that an extended investigation of the effects of this strategy in various types of tasks related to creativity is an interesting line of research to follow. We discuss the rationale supporting this claim and identify specific questions, both theoretical and methodological, for future research to address.
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Affiliation(s)
- Ivana Bianchi
- Department of Humanities (Section Philosophy and Human Sciences), University of Macerata, Via Garibaldi 20, 62100 Macerata, Italy
| | - Erika Branchini
- Department of Human Sciences, University of Verona, Lungadige Porta Vittoria, 17, 37129 Verona, Italy
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Bianchi I, Branchini E, Canestrari C, Burro R. On pleasures of the mind related to humour and insight problem solving: an investigation of people’s awareness of what they like and why. JOURNAL OF COGNITIVE PSYCHOLOGY 2022. [DOI: 10.1080/20445911.2022.2047058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Ivana Bianchi
- Department of Humanities - Languages, Mediation, History, Arts, Philosophy, University of Macerata, Macerata, Italy
| | - Erika Branchini
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Carla Canestrari
- Department of Education, Cultural Heritage and Tourism, University of Macerata, Macerata, Italy
| | - Roberto Burro
- Department of Human Sciences, University of Verona, Verona, Italy
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Bianchi I, Capitani E, Branchini E, Savardi U, Burro R. Naïve intuitions about what constitutes “an opposite process”. JOURNAL OF COGNITIVE PSYCHOLOGY 2021. [DOI: 10.1080/20445911.2021.1988619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Ivana Bianchi
- Department of Humanities, University of Macerata Macerata, Italy
| | - Elena Capitani
- Department of Human Sciences, University of Verona Verona, Italy
| | - Erika Branchini
- Department of Human Sciences, University of Verona Verona, Italy
| | - Ugo Savardi
- Department of Human Sciences, University of Verona Verona, Italy
| | - Roberto Burro
- Department of Human Sciences, University of Verona Verona, Italy
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Branchini E, Capitani E, Burro R, Savardi U, Bianchi I. Opposites in Reasoning Processes: Do We Use Them More Than We Think, but Less Than We Could? Front Psychol 2021; 12:715696. [PMID: 34512474 PMCID: PMC8426631 DOI: 10.3389/fpsyg.2021.715696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 08/03/2021] [Indexed: 11/13/2022] Open
Abstract
Our aim in this paper is to contribute toward acknowledging the general role of opposites as an organizing principle in the human mind. We support this claim in relation to human reasoning by collecting evidence from various studies which shows that "thinking in opposites" is not only involved in formal logical thinking, but can also be applied in both deductive and inductive reasoning, as well as in problem solving. We also describe the results of a series of studies which, although they have been developed within a number of different theoretical frameworks based on various methodologies, all demonstrate that giving hints or training reasoners to think in terms of opposites improves their performance in tasks in which spontaneous thinking may lead to classic biases and impasses. Since we all possess an intuitive idea of what opposites are, prompting people to "think in opposites" is something which is undoubtedly within everyone's reach and in the final section, we discuss the potential of this strategy and suggest possible future research directions of systematic testing the benefits that might arise from the use of this technique in contexts beyond those tested thus far. Ascertaining the conditions in which reasoners might benefit will also help in terms of clarifying the underlying mechanisms from the point of view, for instance, of analytical, conscious processing vs. automatic, unconscious processing.
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Affiliation(s)
- Erika Branchini
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Elena Capitani
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Roberto Burro
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Ugo Savardi
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Ivana Bianchi
- Department of Humanities (Philosophy and Human Sciences Section), University of Macerata, Macerata, Italy
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Capitani E, Branchini E, Burro R, Savardi U, Bianchi I. The opposite of a transformation process. An exploration based on diagrams. JOURNAL OF COGNITIVE PSYCHOLOGY 2020. [DOI: 10.1080/20445911.2020.1814307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Elena Capitani
- Department of Education, Cultural heritage and Tourism, University of Macerata (Italy) Macerata, Italy
| | - Erika Branchini
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Roberto Burro
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Ugo Savardi
- Department of Human Sciences, University of Verona, Verona, Italy
| | - Ivana Bianchi
- Department of Humanities, University of Macerata, Macerata, Italy
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Children’s Psychological Representation of Earthquakes: Analysis of Written Definitions and Rasch Scaling. GEOSCIENCES 2019. [DOI: 10.3390/geosciences9050208] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Natural disasters have a potential highly traumatic impact on psychological functioning. This is notably true for children, whose vulnerability depends on their level of cognitive and emotional development. Before formal schooling, children possess all the basic abilities to represent the phenomena of the world, including natural disasters. However, scarce attention has been paid to children’s representation of earthquakes, notwithstanding its relevance for risk awareness and for the efficacy of prevention programs. We examined children’s representation of earthquakes using different methodologies. One hundred and twenty-eight second- and fourth-graders completed a written definition task and an online recognition task, analyzed through the Rasch model. Findings from both tasks indicated that, in children’s representation, natural elements such as geological ones were the most salient, followed by man-made elements, and then by person-related elements. Older children revealed a more complex representation of earthquakes, and this was detected through the online recognition task. The results are discussed taking into account their theoretical and applied relevance. Beyond advancing knowledge of the development of the representation of earthquakes, they also inform on strengths and limitations of different methodologies. Both aspects are key resources to develop prevention programs for fostering preparedness to natural disasters and emotional prevention.
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