The Israeli Face Database (IFD): A multi-ethnic database of faces with supporting social norming data

Human faces and their representations play a key role in social interactions. Consequently, face images are widely used as stimuli across psychological research. However, most available face databases primarily represent Western, predominantly White populations, raising concerns about the generalizability of findings derived from such nondiverse stimuli sets. The current work addresses this problem by introducing the Israeli Face Database (IFD), a novel database presenting face images of real individuals from an ethnically diverse population underrepresented in psychological research on face perception-people residing in Israel. The IFD features multiple highly controlled images per face identity, presenting several facial expressions. Additionally, we provide detailed demographic data on the face identities, expression validation data rated by Israeli participants, and social norming data rated by both Israeli and US-based participants. Validation data (Study 1) confirmed that the expression images in the IFD accurately convey their intended expressions. Norming data analysis (Study 2) revealed that judgments of IFD faces were broadly consistent across cultures, with notable variations in perceived typicality and perceived ethnic diversity. These results highlight the IFD's strong psychometric properties and its ability to capture nuanced cultural and individual differences in face perception. We propose that the IFD can serve as a valuable tool for diversifying stimuli in social-psychological research.

Authors

Institutions

Publication Details

Journal
Behavior Research Methods
Published
2025-06-13
DOI
https://doi.org/10.3758/s13428-025-02723-1
Citations
1
Primary Topic
Evolutionary Psychology and Human Behavior
Type
article
Field-Weighted Citation Impact
2.12

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Israeli Face Database (IFD): A multi-ethnic database of faces with supporting social norming data

Niv Reggev, Tal Moran, Maayan Trzewik, Armin Langer et al.
1 citations
Behavior Research Methods
Evolutionary Psychology and Human Behavior
2.12
article

The Israeli Face Database (IFD): A multi-ethnic database of faces with supporting social norming data

Niv Reggev, Tal Moran, Maayan Trzewik, Armin Langer, Carmel Sofer, Mayan Navon, Bat‐Sheva Hadad, hadas wardi
article en
1 citations

Abstract

Human faces and their representations play a key role in social interactions. Consequently, face images are widely used as stimuli across psychological research. However, most available face databases primarily represent Western, predominantly White populations, raising concerns about the generalizability of findings derived from such nondiverse stimuli sets. The current work addresses this problem by introducing the Israeli Face Database (IFD), a novel database presenting face images of real individuals from an ethnically diverse population underrepresented in psychological research on face perception-people residing in Israel. The IFD features multiple highly controlled images per face identity, presenting several facial expressions. Additionally, we provide detailed demographic data on the face identities, expression validation data rated by Israeli participants, and social norming data rated by both Israeli and US-based participants. Validation data (Study 1) confirmed that the expression images in the IFD accurately convey their intended expressions. Norming data analysis (Study 2) revealed that judgments of IFD faces were broadly consistent across cultures, with notable variations in perceived typicality and perceived ethnic diversity. These results highlight the IFD's strong psychometric properties and its ability to capture nuanced cultural and individual differences in face perception. We propose that the IFD can serve as a valuable tool for diversifying stimuli in social-psychological research.

Behavior Research MethodsVol. 57(7)
Ben-Gurion University of the Negev (IL), Open University of Israel (IL), University of Haifa (IL)
Open University of Israel, United States-Israel Binational Science Foundation, Israel Science Foundation, Ben-Gurion University of the Negev, Scheme for Promotion of Academic and Research Collaboration
Openalex Percentile: Top 13%
Evolutionary Psychology and Human Behavior
2.12
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.