ReviewBehavior research methods2021
Chicago Face Database: Multiracial expansion.
Review in Behavior research methods, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
20 citing papers in PubMed.
- Dyadic Person Similarity Predicts Similarity in Face Judgements.Quarterly journal of experimental psychology (2006) · 2026Article
- Error-related memory biases are specific to social stimuli for socially anxious individuals.Cognitive, affective & behavioral neuroscience · 2026Article
- The preserved role of emotion prediction errors across adulthood.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026Article
- Behavioural separation of face memory and face perception.Nature communications · 2026Article
- The perceptual and neural processing of familiar faces is shaped by the statistical regularities of real-world viewing.Cerebral cortex (New York, N.Y. : 1991) · 2025Article
- Error-Related Memory Biases Are Specific to Social Stimuli for Socially Anxious Individuals.bioRxiv : the preprint server for biology · 2025Article
- Cardiac Signals Facilitate the Breakthrough to Awareness of Emotional Stimuli.Psychophysiology · 2025Article
- The Israeli Face Database (IFD): A multi-ethnic database of faces with supporting social norming data.Behavior research methods · 2025Article
- Deep Learning-Based Assessment of Lip Symmetry for Patients With Repaired Cleft Lip.The Cleft palate-craniofacial journal : official publication of the American Cleft Palate-Craniofacial Association · 2025Article
- Eyewitness Lineup Identity (ELI) database: Crime videos and mugshots for eyewitness identification research.Behavior research methods · 2025Article
- Toronto Ethnically Diverse face database: a multi-faceted stimulus set.Frontiers in psychology · 2025Article
- Restoring sight in choice blindness: pupillometry and behavioral evidence of covert detection.Frontiers in psychology · 2025Article
- FaceFinder: A machine learning tool for identification of facial images from heterogenous datasets.AJO international · 2024Article
- Diverse Face Images (DFI): Validated for racial representation and eye gaze.Behavior research methods · 2024Article
- Toward a mechanistic understanding of the role of error monitoring and memory in social anxiety.Cognitive, affective & behavioral neuroscience · 2024Article
- The pictorial set of Emotional Social Interactive Scenarios between Chinese Adults (ESISCA): Development and validation.Behavior research methods · 2024Article
- The effect of misophonia on cognitive and social judgments.PloS one · 2024Article
- Towards a mechanistic understanding of the role of error monitoring and memory in social anxiety.bioRxiv : the preprint server for biology · 2023Article
- Facial morphometric differences across face databases: influence of ethnicities and sex.Frontiers in neuroscience · 2023Article
- Open-Source Periorbital Segmentation Dataset for Ophthalmic Applications.Ophthalmology scienceArticle
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
Multiracial individuals represent a growing segment of the population and have been increasingly the focus of empirical study. Much of this research centers on the perception and racial categorization of multiracial individuals. The current paper reviews some of this research and describes the different types of stimuli that have been used in these paradigms. We describe the strengths and weaknesses associated with different operationalizations of multiracialism and highlight the dearth of research using faces of real multiracial individuals, which we posit may be due to the lack of available stimuli. Our research seeks to satisfy this need by providing a free set of high-resolution, standardized images featuring 88 real multiracial individuals along with extensive norming data and objective physical measures of these faces. These data are offered as an extension of the widely used Chicago Face Database and are available for download at www.chicagofaces.org for use in research.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.