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ORIGINAL RESEARCH article

Front. Hum. Neurosci.

Sec. Interacting Minds and Brains

This article is part of the Research TopicWomen in Interacting Minds and Brains IIView all articles

Gender Perception of Pareidolia Faces in Emergency Department Patients: The Influence of Physician Gender

Provisionally accepted
  • 1Department of Emergency Medicine, Ankara Bilkent City Hospital, Ankara Yıldırım Beyazıt University, Ankara, Türkiye, Ankara, Türkiye
  • 2Department of Neurosurgery, Ankara Bilkent City Hospital, Ankara Yıldırım Beyazıt University, Ankara, Türkiye
  • 3Department of Neuroscience, Department of Biophysics, Neuroscience Laboratory, Ankara Yıldırım Beyazıt University, Medicine Faculty, and Yenimahalle Training and Research Hospital, Ankara, Türkiye

The final, formatted version of the article will be published soon.

Background: The assessment of gender perception influenced by ambiguous facial cues in patients requiring emergency medical attention remains ambiguous. Pareidolia faces represent unconscious errors in facial recognition, wherein a wide array of visual attributes contribute to the interpretation of facial features. This study aims to explore the mechanisms underlying gender perception in individuals undergoing emergency medical treatment, employing an innovative digital pareidolia assessment to evaluate gender perception within the context of face pareidolia. Method: Fifty adult patients treated by a female physician in the green triage zone participated in the study. Target images consisted of face pareidolia images, while non-target images were scrambled. All images were standardized for size, tone, and light intensity. Patients instructed the pareidolia images and were asked if they discerned a face; if they answered 'No,' the next image was shown. If they saw a face, they identified the associated gender. Their responses and reaction times were systematically recorded digitally. Results: Our findings revealed that, regardless of wait times, patients were significantly more likely to identify pareidolia faces as male rather than female, especially after being examined by a female physician. Additionally, male patients exhibited slightly longer reaction times than females when responding to pareidolia images. Conclusion: The outcomes of this investigation provide critical insights into the influence of pareidolia on gender perception of faces in the emergency department setting. It underscores the notion that gender biases, which arise from both biological and sociocultural factors, can affect the dynamics of patient-physician interactions.

Keywords: emergency service, gender, face perception, female physician, Pareidolia

Received: 14 May 2025; Accepted: 28 Nov 2025.

Copyright: © 2025 Çamcı, Kul and Akdeniz. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Melih Çamcı

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