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Shades of Race

How Phenotype and Observer Characteristics Shape Racial Classification

Bibliographic Data

ID3757694
AuthorsC Feliciano (0000-0002-6696-7236, University of California, Irvine, corresponding author)
Year2016
Volume60
Issue4
Pages390-419
Publication date2016-04-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueAmerican Behavioral Scientist (JOURNAL)
Journal identifiersISSN: 0002-7642 • E-ISSN: 1552-3381
PublisherSAGE Publications Inc (PUBLISHER)
DOI10.1177/0002764215613401
OpenAlexW2264228260
LanguageEN
Citations received118
References cited50

Although race-based discrimination and stereotyping can only occur if people place others into racial categories, our understanding of this process, particularly in contexts where observers categorize others based solely on appearance, is limited. Using a unique data set drawn from observers' assessments of photos posted by White, Black, Latino, and multiracial online daters, this study examines how phenotype and observer characteristics influence racial categorization and cases of divergence between self-identities and others' classifications. I find that despite the growth in the multiracial population, observers tend to place individuals into monoracial categories, including Latino. Skin color is the primary marker used to categorize others by race, with light skin associated with Whiteness, medium skin with Latinidad, and, most strongly, dark skin with Blackness. Among daters who self-identify as Black along with other racial categories, those with dark skin are overwhelmingly placed solely into a Black category. These findings hold across observers, but the proportion of photos placed into different racial categories differs by observers' gender and race. Thus, estimates of inequality may vary depending not only on how race is assessed but also on who classifiers are. I argue that patterns of racial categorization reveal how the U.S. racial structure has moved beyond binary divisions into a system in which Latinos are seen as a racial group in-between Blacks and Whites, and a dark-skin rule defines Blacks' racial options

Categorization · Population · Race (biology · Racism · Set (abstract data type · Skin color · Sociology · White (mutation · Artificial Intelligence · Computer Science · Critical Race Theory in Education · Demography · Gender Studies · Psychology · Racial and Ethnic Identity Research · Social and Intergroup Psychology · Social Psychology

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  • Facecraft

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    Open Access•Cole Lowman, Monica L Miles et al.•Howard Journal of Communications•2026

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    Open Access•Debbie S Ma, Justin Kantner et al.•Personality and Social Psychology…•2022

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    Open Access•Hannah J Phalen, Kristen L Gittings et al.•Personality and Social Psychology…•2026

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    Open Access•M Abascal, Amada Armenta et al.•Socius Sociological Research for…•2025

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    Open Access•Diane-Jo Bart-Plange, Sophie Trawalter•Social Psychological and…•2026

  • Race, religion, and inclusive healthcare

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  • Revisualising Intersectionality

    Open Access•Elahe Haschemi Yekani, Magdalena Nowicka et al.•Revisualising Intersectionality•2022

  • Déconstruire l’« identité », théoriser la race

    Open Access•Solène Brun, C Cosquer•Emulations - Revue de sciences…•2022

  • Diversity and Representation in Infant Research

    Lachham Singh, Alejandrina Cristia et al.•2021

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    Open Access•Mara Cecilia Ostfeld, Nicole Yadon et al.•Social Forces•2021

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  • The Cumulative Effects of Colorism

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  • Donor Financial Capacity Drives Racial Inequality in Medical Crowdsourced Funding

    Open Access•Mark Igra•Social Forces•2022

  • “I wish I didn’t look so White”

    Haley Pilgrim•Ethnic and Racial Studies•2021

  • The Role of Skin Color in Latino Social Networks

    Open Access•W D Roth, A Marin•Sociology of Race and Ethnicity•2021

  • Are lighter-skinned Tanisha and Jamal worth more pay? White people’s gendered colorism toward Black job applicants with racialized names

    C Stockstill, Grace Carson•Ethnic and Racial Studies•2022

  • Skin Color and System Support in Latin America

    Open Access•Peter M Sánchez, David Doherty et al.•The Journal of Race Ethnicity and…•2021

  • Friendship Is Skin (Color) Deep

    Open Access•E Santana•Du Bois Review Social Science…•2022

  • Biased Interviewer Assessments of Respondent Knowledge Based on Perceptions of Skin Tone

    Open Access•A M Enders, Judd R Thornton•The Journal of Race Ethnicity and…•2022

  • A Tripartite Framework for Understanding the U.S. Racial Hierarchy

    Open Access•Maureen A Craig, Evava S Pietri•Social and Personality Psychology…•2025

  • Seen as Latino, Assumed Lower Class

    Open Access•C Feliciano, Zhongze Wei et al.•Socius Sociological Research for…•2026

  • Measuring Hispanics/Latinxs

    Open Access•J L Shiao•Socius Sociological Research for…•2023

  • Consistent Divisions or Methodological Decisions? Assessing the U.S. Racial Hierarchy Across Outcomes

    Open Access•Beka Guluma, Aliya Saperstein•Race and Social Problems•2022

  • Contention, Cohesion, and Beyond

    Open Access•A Dhuman•Sociology Compass•2025

  • Visible, invisible

    Open Access•Victoria Showunmi•Frontiers in Sociology•2023

  • Three Decades of Multiracial Identity Research

    Alyssa Ream•Identity•2023

  • Diversity and representation in infant research

    Open Access•Lachham Singh, Alejandrina Cristia et al.•Infancy•2023

  • Who Sees Race as a Choice

    Open Access•R Ghoshal•Sociological Forum•2025

  • Cognitive-Behavioral Therapy for Depressive Symptoms in Persons of African Descent

    Virgil L Gregory•Journal of Social Service Research•2016

  • Intergroup threat and natives’ racial self-classification and conception of ethnic identity

    Open Access•H H S Kim•International Journal of…•2025

  • Is Love (Skin Color) Blind

    Open Access•E Santana•Sociological Inquiry•2025

  • Detecting biracial identity strength

    Chanel Meyers, Sarah E Gaither et al.•Self and Identity•2022

  • I am Multiracial

    Jasmine Norman, Jacqueline M Chen•Self and Identity•2019

  • Use of Soparc to assess physical activity in parks

    Open Access•Oriol Marquet, J Aaron Hipp et al.•BMC Public Health•2019

  • Techno-Bureaucratic Race-Making

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  • The Gender of Colorism

    Open Access•R L Reece•Journal of Economics Race and…•2020

  • Leadership Representation and Team Performance

    Open Access•Brian M Mills, Trevor Bopp et al.•Journal of Economics Race and…•2025

  • Social Influence on Observed Race

    Open Access•Z Boda•Sociological Science•2018

  • Reimagining “racial” stratification and inequality

    Open Access•M D A Kelly•Frontiers in Sociology•2026

  • Rethinking minority status and ‘visibility’

    Open Access•Miri Song•Comparative Migration Studies•2020

  • Doctors’ Perceptions of Multiracial Adolescents

    Open Access•Melissa R Herman•Social Sciences•2022

  • How Cross-Discipline Understanding and Communication Can Improve Research on Multiracial Populations

    Open Access•Sarah E Gaither, Jennifer Patrice Sims•Social Sciences•2022

  • Whiteness Isn’t about Skin Color.” Challenges to Analyzing Racial Practices in a Norwegian Context

    Open Access•A Dankertsen, Tone Gunn Stene Kristiansen•Societies•2021

  • Does (mixed‐)race matter? The role of race in interracial sex, dating, and marriage

    Open Access•G Bugg•Sociology Compass•2017

  • Racial Identity Contestation

    Open Access•Nicholas Vargas, Jared Kingsbury•Sociology Compass•2016

  • The role of heritage language in multiple dimensions of ethnic identity

    Yilu Yang•International Journal of…•2023

  • Racial preferences in dating apps

    Open Access•Ainhoa Arranz Aldana, Leire Salazar•The History of the Family•2024

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  • Understanding causes of adolescents' ascriptions of peers' dual ethnic and national belonging

    Open Access•Anniek Schlette, T H Stark et al.•Journal of Community & Applied…•2024

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  • Genesis of U.S. Colorism and Skin Tone Stratification

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  • Racial identity invalidation with multiracial individuals

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  • Skin tone and asset inequality in Latin America

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  • Racial inequality in the Anglophone Caribbean

    M D A Kelly•New Community•2023

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    Open Access•Mary E Campbell, Verna M Keith et al.•Race and Social Problems•2020

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    Open Access•Darwin A Baluran•Social Problems•2025

  • Mapping Racial Fluidity over Time in Jamaica

    Open Access•M D A Kelly•Socius Sociological Research for…•2025

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    Open Access•J L Shiao•Socius Sociological Research for…•2019

  • Racial Expropriation in Higher Education

    Open Access•Nicholas Vargas•Socius Sociological Research for…•2018

  • The Shade of a Criminal Record

    Open Access•Steven L Foy, Ray et al.•Socius Sociological Research for…•2017

  • We're Expected to Be Homogenous

    Open Access•P Zabala Ortiz•Sociology of Race and Ethnicity•2025

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    Open Access•R Ghoshal•Sociology of Race and Ethnicity•2024

  • "Why Can't We Have Some Kind of Unity?" Cultural Contention Amongst Puerto Rican and Black Residents in Southern Suburbia

    Open Access•A Dhuman•Sociology of Race and Ethnicity•2023

  • Differential Racialization and Police Interactions among Young Adults of Asian Descent

    Open Access•Darwin A Baluran•Sociology of Race and Ethnicity•2023

  • Race-shifting in the United States

    Open Access•Yasmiyn Irizarry, E P Monk et al.•Sociology of Race and Ethnicity•2023

  • Coloring Weight Stigma

    Open Access•R L Reece•Sociology of Race and Ethnicity•2019

  • Unraveling Complexities of Latino Racialization

    Open Access•Nicholas Vargas, Ariana J Valle et al.•Annual Review of Sociology•2025

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    Open Access•Jen Mcgovern•Sociological Inquiry•2017

  • Color, Culture, or Cousin? Multiracial Americans and Framing Boundaries in Interracial Relationships

    Open Access•G Bugg•Journal of Marriage and the Family•2019

  • Who is black?

    F James Davis•Who is black?•1991

  • Race Migrations

    W D Roth, Wendy Roth•Race Migrations: Latinos and the…•2020

  • The Influence of Afrocentric Facial Features in Criminal Sentencing

    Open Access•Irene V Blair, Charles M Judd et al.•Psychological Science•2004

  • Black + White = Black

    Open Access•Destiny Peery, Galen V Bodenhausen•Psychological Science•2008

  • Perspectives on Racial Phenotypicality Bias

    Open Access•Keith B Maddox•Personality and Social Psychology…•2004

  • Looking the Part

    Open Access•Joanne B Freeman, Jonathan B Freeman et al.•PLoS ONE•2011

  • Accuracy in Categorizing Perceptually Ambiguous Groups

    Open Access•Konstantin O Tskhay, Christina Wikström et al.•Personality and Social Psychology…•2013

  • Racial attitudes in America

    Howard Schuman•Racial attitudes in America•1988

  • Who Is White

    G Yancey•Who Is White•2003

  • Black Identities

    Mary C Waters•Black Identities•1999

  • Patterns of Racial-Ethnic Exclusion by Internet Daters

    Belinda Robnett, C Feliciano•Social Forces•2011

  • The End of the One-Drop Rule? Labeling of Multiracial Children in Black Intermarriages

    Open Access•W D Roth•Sociological Forum•2005

  • Internet Daters’ Body Type Preferences

    Open Access•Carol L Glasser, Carol Glasser et al.•Sex Roles•2009

  • Do You See What I Am

    Open Access•Melissa R Herman•Social Psychology Quarterly•2010

  • Bridging the Racial Divide in the United States

    M K Johnson, Margaret Mooney Marini•Social Psychology Quarterly•1998

  • A “Mulatto Escape Hatch” in the United States? Examining Evidence of Racial and Social Mobility During the Jim Crow Era

    Open Access•Aliya Saperstein, Aaron Gullickson•Demography•2013

  • The ingroup overexclusion effect

    Open Access•Jacques‐Philippe Leyens, Vincent Yzerbyt et al.•European Journal of Social…•1992

  • Internal and External Ethnic Assessments in Eastern Europe

    Patricia Ahmed, C Feliciano et al.•Social Forces•2007

  • Who May Enter? The Impact of In-Group Identification on In-Group/Out-Group Categorization

    Open Access•Emanuele Castano, Vincent Yzerbyt et al.•Journal of Experimental Social…•2002

  • Detecting racial identification

    Open Access•Clara L Wilkins, Cheryl R Kaiser et al.•Journal of Experimental Social…•2010

  • Natural ambiguities

    Open Access•Jacqueline M Chen, David L Hamilton•Journal of Experimental Social…•2011

  • How the United States Racializes Latinos

    José A Cobas, J Duany et al.•How the United States Racializes…•2015

  • Racial Mismatch

    Open Access•W D Roth•Social Science Quarterly•2010

  • Forced to Choose

    Open Access•Melissa R Herman, Melissa Herman•Child Development•2004

  • Categorical Imperatives

    Open Access•Mary E Campbell, Christabel L Rogalin•Social Science Quarterly•2006

  • From bi-racial to tri-racial

    Eduardo Bonilla-Silva•Ethnic and Racial Studies•2004

  • Negotiating Ethnic Boundaries

    Open Access•Tom¡s R Jim Nez•Ethnicities•2004

  • Evidence for hypodescent and racial hierarchy in the categorization and perception of biracial individuals

    Arnold K Ho, Jim Sidanius et al.•Journal of Personality and Social…•2011

  • Racial categorization of faces

    Otto H Maclin, Roy S Malpa et al.•Psychology Public Policy and Law•2001

  • Does it matter who answers the race question? Racial classification and income inequality in Brazil

    Open Access•E Telles, Edward E Telles et al.•Demography•1998

  • Who is Multiracial? Assessing the Complexity of Lived Race

    David R Harris, David Harris et al.•American Sociological Review•2002

  • Race of the Interviewer and Perception of Skin Color

    Mark Hill, Mark E Hill•American Sociological Review•2002

  • Double-Checking the Race Box

    Aliya Saperstein•Social Forces•2006

  • Reinventing the Color Line Immigration and America's New Racial/Ethnic Divide

    J Lee, Frank D Bean•Social Forces•2007

  • Will "Multiracial" Survive to the Next Generation

    Jenifer L Bratter, J Bratter•Social Forces•2007

  • Ethnic Classification in Southeastern Puerto Rico

    Clarence C Gravlee•Social Forces•2005

  • The New Color Complex

    David L Brunsma, Kerry Ann Rockquemore•Identity•2001

  • Referential Ambiguity in the Calculus of Brazilian Racial Identity

    Marvin Harris•Southwestern Journal of…•1970

  • Racial Fluidity and Inequality in the United States

    Aliya Saperstein, Andrew M Penner•American Journal of Sociology•2012

  • Racial ambiguity among the Brazilian population

    E Telles, Edward E Telles•Ethnic and Racial Studies•2002

  • How External Racial Classifications Shape Latino Dating Choices1

    Open Access•C Feliciano, Belinda Robnett•Du Bois Review Social Science…•2014

  • Measures of 'Race' and the analysis of racial inequality in Brazil

    Open Access•Stanley R Bailey, Mara Loveman et al.•Social Science Research•2013

  • Thinking outside the (black) box

    Open Access•Mary E Campbell•Social Science Research•2007

  • Public categories, private identities

    Open Access•David L Brunsma•Social Science Research•2006

Unique citing works118
Citations per year11,8
Citation span2016 - 2026 (11)
Citation velocitycurrent
Highly citedYes
Citation typesNeutral: 115

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