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      Humans judge faces in incomplete photographs as physically more attractive

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      1 , , 2 , 3 , 4 , 5
      Scientific Reports
      Nature Publishing Group UK
      Social behaviour, Human behaviour

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          Abstract

          Attractive people are perceived to be healthier, wealthier, and more sociable. Yet, people often judge the attractiveness of others based on incomplete and inaccurate facial information. Here, we test the hypothesis that people fill in the missing information with positive inferences when judging others’ facial beauty. To test this hypothesis, we conducted seven experiments where participants judged the attractiveness of human faces in complete and incomplete photographs. Our data shows that—relative to complete photographs—participants judge faces in incomplete photographs as physically more attractive. This positivity bias is replicated for different types of incompleteness; is mostly specific to aesthetic judgments; is stronger for male participants; is specific to human faces when compared to pets, flowers, and landscapes; seems to involve a holistic processing; and is stronger for atypical faces. These findings contribute to our understanding of how people perceive and make inferences about others’ beauty.

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          Most cited references33

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          The online laboratory: conducting experiments in a real labor market

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            Is the Web as good as the lab? Comparable performance from Web and lab in cognitive/perceptual experiments.

            With the increasing sophistication and ubiquity of the Internet, behavioral research is on the cusp of a revolution that will do for population sampling what the computer did for stimulus control and measurement. It remains a common assumption, however, that data from self-selected Web samples must involve a trade-off between participant numbers and data quality. Concerns about data quality are heightened for performance-based cognitive and perceptual measures, particularly those that are timed or that involve complex stimuli. In experiments run with uncompensated, anonymous participants whose motivation for participation is unknown, reduced conscientiousness or lack of focus could produce results that would be difficult to interpret due to decreased overall performance, increased variability of performance, or increased measurement noise. Here, we addressed the question of data quality across a range of cognitive and perceptual tests. For three key performance metrics-mean performance, performance variance, and internal reliability-the results from self-selected Web samples did not differ systematically from those obtained from traditionally recruited and/or lab-tested samples. These findings demonstrate that collecting data from uncompensated, anonymous, unsupervised, self-selected participants need not reduce data quality, even for demanding cognitive and perceptual experiments.
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              Configural information in facial expression perception.

              Composite facial expressions were prepared by aligning the top half of one expression (e.g., anger) with the bottom half of another (e.g., happiness). Experiment 1 shows that participants are slower to identify the expression in either half of these composite images relative to a "noncomposite" control condition in which the 2 halves are misaligned. This parallels the composite effect for facial identity (A. W. Young, D. Hellawell, & D. C. Hay, 1987), and like its identity counterpart, the effect is disrupted by inverting the stimuli (Experiment 2). Experiment 3 shows that no composite effect is found when the top and bottom sections contain different models' faces posing the same expression; this serves to exclude many nonconfigural interpretations of the composite effect (e.g., that composites are more "attention-grabbing" than noncomposites). Finally, Experiment 4 demonstrates that the composite effects for identity and expression operate independently of one another.
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                Author and article information

                Contributors
                dorghian@psicologia.ulisboa.pt
                Journal
                Sci Rep
                Sci Rep
                Scientific Reports
                Nature Publishing Group UK (London )
                2045-2322
                10 January 2020
                10 January 2020
                2020
                : 10
                : 110
                Affiliations
                [1 ]ISNI 0000 0001 2181 4263, GRID grid.9983.b, CICPSI, Faculdade de Psicologia, Universidade de Lisboa, Alameda da Universidade, ; Lisboa, 1649-013 Portugal
                [2 ]ISNI 0000 0001 2353 1689, GRID grid.11417.32, ANITI Chair, University of Toulouse, 41 Allée Jules Guesde, ; Toulouse, 31000 France
                [3 ]ISNI 0000000121662407, GRID grid.5379.8, Alliance Business School, , University of Manchester, ; Booth St W, Manchester, M15 6PB United Kingdom
                [4 ]ISNI 000000041936754X, GRID grid.38142.3c, School of Engineering and Applied Sciences, , Harvard University, ; 29 Oxford St, Cambridge, MA 02138 USA
                [5 ]Datawheel, 1299 Cambridge Street, Cambridge, MA 02139 USA
                Author information
                http://orcid.org/0000-0002-6031-5982
                Article
                56437
                10.1038/s41598-019-56437-4
                6954180
                31924811
                a779952a-0948-4916-ab8c-ca1f7050b246
                © The Author(s) 2020

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 3 April 2019
                : 5 December 2019
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                © The Author(s) 2020

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                social behaviour,human behaviour
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                social behaviour, human behaviour

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