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Pombo M, Igdalova A, Pelli DG. Consensus and contention in beauty judgment. iScience 2024; 27:110213. [PMID: 39006484 PMCID: PMC11245996 DOI: 10.1016/j.isci.2024.110213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 05/28/2024] [Accepted: 06/05/2024] [Indexed: 07/16/2024] Open
Abstract
Variance across participants is at the heart of the centuries-old debate about the universality of beauty. Beauty's belonging to the eye of the beholder implies large interindividual variance, while beauty as a universal object property implies the opposite. To characterize the variance at the center of this debate, we selected two quartets with either high- or low-variance images with high typicality and a given mean beauty. The quartets have high or low variance across 50 participants (group variance) and correspondingly high or low variance across images of a quartet for each participant (quartet variance). We asked 52 new participants to estimate their own mean and quartet variance. Participants successfully predicted their quartet mean but failed to predict their quartet variance. Though invisible, beauty variance is essential to prediction, both in theory and in practice. The quartets show that mean beauty is not the whole story - beauty variance is heterogeneous.
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Affiliation(s)
- Maria Pombo
- Department of Psychology, New York University, New York, NY, USA
| | | | - Denis G Pelli
- Department of Psychology, New York University, New York, NY, USA
- Center for Neural Science, New York University, New York, NY, USA
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Spence C, Di Stefano N, Reinoso-Carvalho F, Velasco C. Marketing sonified fragrance: Designing soundscapes for scent. Iperception 2024; 15:20416695241259714. [PMID: 39100932 PMCID: PMC11297524 DOI: 10.1177/20416695241259714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 05/21/2024] [Indexed: 08/06/2024] Open
Abstract
Auditory branding is undoubtedly becoming more important across a range of sectors. One area, in particular, that has recently seen significant growth concerns the introduction of music and soundscapes that have been specifically designed to match a particular scent (what one might think of as "audio scents" or "sonic scents"). This represents an exciting new approach to the sensory marketing of fragrance and for industries with strategic sensory goals, such as cosmetics. Crucially, techniques such as the semantic differential technique, as well as the emerging literature on crossmodal correspondences, offer both a mechanistic understanding of, and a practical framework for, those wishing to rigorously align the connotative meaning and conceptual/emotional/sensory associations of sound and scent. These developments have enabled those working in the creative industries to start moving beyond previously popular approaches to matching, or translating between the senses, that were traditionally often based on the idiosyncratic phenomenon of synaesthesia, toward a more scientific approach while nevertheless still enabling/requiring a healthy dose of artistic inspiration. In this narrative historical review, we highlight the various approaches to the systematic matching of sound with scent and review the various marketing activations that have appeared in this space recently.
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Affiliation(s)
- Charles Spence
- Crossmodal Research Laboratory, Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Nicola Di Stefano
- Institute of Cognitive Sciences and Technologies, National Research Council of Italy (CNR), Rome, Italy
| | | | - Carlos Velasco
- Centre for Multisensory Marketing, Department of Marketing, BI Norwegian Business School, Oslo, Norway
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Lee HH, Liu GKM, Chen YC, Yeh SL. Exploring quantitative measures in metacognition of emotion. Sci Rep 2024; 14:1990. [PMID: 38263192 PMCID: PMC10805884 DOI: 10.1038/s41598-023-49709-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 12/11/2023] [Indexed: 01/25/2024] Open
Abstract
Metacognition of emotion (meta-emotion) refers to the ability to evaluate and identify one's emotional feelings. No previous study has defined and measured this construct through objective and quantitative procedures. We established a reliable method to measure meta-emotion. With a two-interval forced-choice procedure, participants selected which of two pictures elicited stronger positive emotion; via the Law of Comparative Judgment, their responses were used to compute individual psychological distances for the emotional responses triggered by the pictures. Then, participants were asked to judge whether a pre-exposed picture induced a stronger positive emotion than the median of that elicited by the whole picture set, followed by a confidence rating. By utilizing each individual's psychological distance, the correctness of a participant's emotional experience was quantified by d', and meta-emotion was quantified using meta-d', M-ratio, and M-diff as indices of metacognitive sensitivity and efficiency based on Signal-Detection Theory. Test-retest reliabilities, validated by Spearman correlation, were observed in meta-d', M-ratio, and marginally with M-diff, suggesting the stability of meta-emotion in the current design. This study unveils a validated procedure to quantify meta-emotion, extendable for assessing metacognition of other subjective feelings. Nevertheless, caution is warranted in interpretation, as the measured processes may be influenced by non-metacognitive factors.
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Affiliation(s)
- Hsing-Hao Lee
- Department of Psychology, New York University, New York, NY, USA
- Department of Psychology, National Taiwan University, Taipei, Taiwan
| | - Gabrielle Kaili-May Liu
- Department of Psychology, National Taiwan University, Taipei, Taiwan
- Department of Computer Science, Yale University, New Haven, CT, USA
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Mathematics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Yi-Chuan Chen
- Department of Medicine, MacKay Medical College, Taipei, Taiwan
| | - Su-Ling Yeh
- Department of Psychology, National Taiwan University, Taipei, Taiwan.
- Graduate Institute of Brain and Mind Sciences, National Taiwan University, Taipei, Taiwan.
- Neurobiology and Cognitive Science Center, National Taiwan University, Taipei, Taiwan.
- Center for Artificial Intelligence and Advanced Robotics, National Taiwan University, Taipei, Taiwan.
- National Humanities Center, Research Triangle Park, NC, USA.
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Bignardi G, Smit DJA, Vessel EA, Trupp MD, Ticini LF, Fisher SE, Polderman TJC. Genetic effects on variability in visual aesthetic evaluations are partially shared across visual domains. Commun Biol 2024; 7:55. [PMID: 38184755 PMCID: PMC10771521 DOI: 10.1038/s42003-023-05710-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 12/14/2023] [Indexed: 01/08/2024] Open
Abstract
The aesthetic values that individuals place on visual images are formed and shaped over a lifetime. However, whether the formation of visual aesthetic value is solely influenced by environmental exposure is still a matter of debate. Here, we considered differences in aesthetic value emerging across three visual domains: abstract images, scenes, and faces. We examined variability in two major dimensions of ordinary aesthetic experiences: taste-typicality and evaluation-bias. We build on two samples from the Australian Twin Registry where 1547 and 1231 monozygotic and dizygotic twins originally rated visual images belonging to the three domains. Genetic influences explained 26% to 41% of the variance in taste-typicality and evaluation-bias. Multivariate analyses showed that genetic effects were partially shared across visual domains. Results indicate that the heritability of major dimensions of aesthetic evaluations is comparable to that of other complex social traits, albeit lower than for other complex cognitive traits. The exception was taste-typicality for abstract images, for which we found only shared and unique environmental influences. Our study reveals that diverse sources of genetic and environmental variation influence the formation of aesthetic value across distinct visual domains and provides improved metrics to assess inter-individual differences in aesthetic value.
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Affiliation(s)
- Giacomo Bignardi
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands.
- Max Planck School of Cognition, Stephanstrasse 1a, Leipzig, Germany.
| | - Dirk J A Smit
- Department of Psychiatry, Amsterdam UMC, Amsterdam, The Netherlands
| | - Edward A Vessel
- Max Planck Institute for Empirical Aesthetics, Frankfurt, Germany
- Department of Psychology, City College, City University of New York, New York, NY, USA
| | - MacKenzie D Trupp
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Luca F Ticini
- Department of Psychology, Webster Vienna Private University, Vienna, Austria
| | - Simon E Fisher
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Tinca J C Polderman
- Clinical Developmental Psychology, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- VKC Psyche, Child and Adolescent Psychiatry and Psychosocial Care, Amsterdam UMC, Amsterdam, The Netherlands
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Chen YC, Pollick F, Lu H. Aesthetic preferences for prototypical movements in human actions. Cogn Res Princ Implic 2023; 8:55. [PMID: 37589891 PMCID: PMC10435434 DOI: 10.1186/s41235-023-00510-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 08/05/2023] [Indexed: 08/18/2023] Open
Abstract
A commonplace sight is seeing other people walk. Our visual system specializes in processing such actions. Notably, we are not only quick to recognize actions, but also quick to judge how elegantly (or not) people walk. What movements appear appealing, and why do we have such aesthetic experiences? Do aesthetic preferences for body movements arise simply from perceiving others' positive emotions? To answer these questions, we showed observers different point-light walkers who expressed neutral, happy, angry, or sad emotions through their movements and measured the observers' impressions of aesthetic appeal, emotion positivity, and naturalness of these movements. Three experiments were conducted. People showed consensus in aesthetic impressions even after controlling for emotion positivity, finding prototypical walks more aesthetically pleasing than atypical walks. This aesthetic prototype effect could be accounted for by a computational model in which walking actions are treated as a single category (as opposed to multiple emotion categories). The aesthetic impressions were affected both directly by the objective prototypicality of the movements, and indirectly through the mediation of perceived naturalness. These findings extend the boundary of category learning, and hint at possible functions for action aesthetics.
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Affiliation(s)
- Yi-Chia Chen
- Department of Psychology, University of California, Los Angeles, USA.
| | - Frank Pollick
- School of Psychology and Neuroscience, University of Glasgow, Glasgow, UK
| | - Hongjing Lu
- Department of Psychology, University of California, Los Angeles, USA
- Department of Statistics, University of California, Los Angeles, USA
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Pombo M, Pelli DG. Beauty isn't special: Comparing the information capacity of beauty and other sensory judgments. J Vis 2023; 23:6. [PMID: 37410492 PMCID: PMC10337797 DOI: 10.1167/jov.23.7.6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 06/04/2023] [Indexed: 07/07/2023] Open
Abstract
Information theory (bits) allows comparing beauty judgment to perceptual judgment on the same absolute scale. In one of the most influential articles in psychology, Miller (1956) found that classifying a stimulus into one of eight or more categories of the attribute transmits roughly 2.6 bits of information. That corresponds to 7 ± 2 categories. This number is both remarkably small and highly conserved across attributes and sensory modalities. This appears to be a signature of one-dimensional perceptual judgment. We wondered whether beauty can break this limit. Beauty judgments matter and play a key role in many of our real-life decisions, large and small. Mutual information is how much information about one variable can be obtained from observing another. We measured the mutual information of 50 participants' beauty ratings of everyday images. The mutual information saturated at 2.3 bits. We also replicated the results using different images. The 2.3 bits conveyed by beauty judgment are close to Miller's 2.6 bits of unidimensional perceptual judgment and far less than the 5 to 14 bits of a multidimensional perceptual judgment. By this measure, beauty judgment acts like a perceptual judgment, such as rating pitch, hue, or loudness.
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Affiliation(s)
- Maria Pombo
- Department of Psychology, New York University, New York, NY, USA
| | - Denis G Pelli
- Department of Psychology and Center for Neural Science, New York University, New York, NY, USA
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Abstract
Recall memory and sequential dependence threaten the independence of successive beauty ratings. Such independence is usually assumed when using repeated measures to estimate the intrinsic variance of a rating. We call "intrinsic" the variance of all possible responses that the participant could give on a trial. Variance arises within and across participants. In attributing the measured variance to sources, the first step is to assess how much is intrinsic. In seven experiments, we measure how much of the variability across beauty ratings can be attributed to recall memory and sequential dependence. With a set size of one, memory is a problem and contributes half the measured variance. However, we showed that for both beauty and ellipticity, with set size of nine or more, recall memory causes a mere 10% increase in the variance of repeated ratings. Moreover, we showed that as long as the stimuli are diverse (i.e., represent different object categories), sequential dependence does not affect the variance of beauty ratings. Lastly, the variance of beauty ratings increases in proportion to the 0.15 power of stimulus set size. We show that the beauty rating of a stimulus in a diverse set is affected by the stimulus set size and not the value of other stimuli. Overall, we conclude that the variance of repeated ratings is a good way to estimate the intrinsic variance of a beauty rating of a stimulus in a diverse set.
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Di Stefano N, Vuust P, Brattico E. Consonance and dissonance perception. A critical review of the historical sources, multidisciplinary findings, and main hypotheses. Phys Life Rev 2022; 43:273-304. [PMID: 36372030 DOI: 10.1016/j.plrev.2022.10.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 10/17/2022] [Indexed: 11/05/2022]
Abstract
Revealed more than two millennia ago by Pythagoras, consonance and dissonance (C/D) are foundational concepts in music theory, perception, and aesthetics. The search for the biological, acoustical, and cultural factors that affect C/D perception has resulted in descriptive accounts inspired by arithmetic, musicological, psychoacoustical or neurobiological frameworks without reaching a consensus. Here, we review the key historical sources and modern multidisciplinary findings on C/D and integrate them into three main hypotheses: the vocal similarity hypothesis (VSH), the psychocultural hypothesis (PH), and the sensorimotor hypothesis (SH). By illustrating the hypotheses-related findings, we highlight their major conceptual, methodological, and terminological shortcomings. Trying to provide a unitary framework for C/D understanding, we put together multidisciplinary research on human and animal vocalizations, which converges to suggest that auditory roughness is associated with distress/danger and, therefore, elicits defensive behavioral reactions and neural responses that indicate aversion. We therefore stress the primacy of vocality and roughness as key factors in the explanation of C/D phenomenon, and we explore the (neuro)biological underpinnings of the attraction-aversion mechanisms that are triggered by C/D stimuli. Based on the reviewed evidence, while the aversive nature of dissonance appears as solidly rooted in the multidisciplinary findings, the attractive nature of consonance remains a somewhat speculative claim that needs further investigation. Finally, we outline future directions for empirical research in C/D, especially regarding cross-modal and cross-cultural approaches.
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Affiliation(s)
- Nicola Di Stefano
- Institute for Cognitive Sciences and Technologies (ISTC), National Research Council of Italy (CNR), Via San Martino della Battaglia 44, 00185 Rome, Italy.
| | - Peter Vuust
- Center for Music in the Brain, Department of Clinical Medicine, Aarhus University Royal Academy of Music Aarhus/Aalborg (RAMA), 8000 Aarhus, Denmark.
| | - Elvira Brattico
- Center for Music in the Brain, Department of Clinical Medicine, Aarhus University Royal Academy of Music Aarhus/Aalborg (RAMA), 8000 Aarhus, Denmark; Department of Education, Psychology, Communication, University of Bari Aldo Moro, 70122 Bari, Italy.
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Pombo M, Pelli DG. Aesthetics: It’s beautiful to me. Curr Biol 2022; 32:R378-R379. [DOI: 10.1016/j.cub.2022.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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