What Pronouns for Pepper? A Critical Review of Gender/ing in Research
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Abstract (arXiv)
Gender/ing guides how we view ourselves, the world around us, and each other--including non-humans. Critical voices have raised the alarm about stereotyped gendering in the design of socially embodied artificial agents like voice assistants, conversational agents, and robots. Yet, little is known about how this plays out in research and to what extent. As a first step, we critically reviewed the case of Pepper, a gender-ambiguous humanoid robot. We conducted a systematic review (n=75) involving meta-synthesis and content analysis, examining how participants and researchers gendered Pepper through stated and unstated signifiers and pronoun usage. We found that ascriptions of Pepper's gender were inconsistent, limited, and at times discordant, with little evidence of conscious gendering and some indication of researcher influence on participant gendering. We offer six challenges driving the state of affairs and a practical framework coupled with a critical checklist for centering gender in research on artificial agents.
Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). First posted on arXiv 8 Dec 2022.
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Citing papers per year: 2023: 4; 2024: 2; 2025: 2; 2026: 1.
9 papers.
- 2023Nonverbal Cues in Human-Robot Interaction: A Communication Studies Perspectivecited by 16
- 2024Silver-Tongued and Sundry: Exploring Intersectional Pronouns with ChatGPTcited by 6
- 2023Transcending the "Male Code": Implicit Masculine Biases in NLP Contextscited by 5
- 2023Can Voice Assistants Sound Cute? Towards a Model of Kawaii Vocalicscited by 4
- 2023"I'm" Lost in Translation: Pronoun Missteps in Crowdsourced Data Setscited by 4
- 2025Social Identity in Human-Agent Interaction: A Primercited by 3
- 2024Qualitative Approaches to Voice UXcited by 1
- 2025Inter(sectional) Alia(s): Ambiguity in Voice Agent Identity via Intersectional Japanese Self-Referentscited by 1
- 2026Operationalizing Perceptions of Agent Gender: Foundations and Guidelinescited by 0
- 2026Operationalizing Perceptions of Agent Gender: Foundations and Guidelines10 Mar 2026
- 2025Social Identity in Human-Agent Interaction: A Primer12 Aug 2025
- 2025Inter(sectional) Alia(s): Ambiguity in Voice Agent Identity via Intersectional Japanese Self-Referents20 May 2025
- 2024Silver-Tongued and Sundry: Exploring Intersectional Pronouns with ChatGPT13 May 2024
- 2024Qualitative Approaches to Voice UX23 Apr 2024
- 2023"I'm" Lost in Translation: Pronoun Missteps in Crowdsourced Data Sets22 Apr 2023
- 2023Transcending the "Male Code": Implicit Masculine Biases in NLP Contexts22 Apr 2023
- 2023Can Voice Assistants Sound Cute? Towards a Model of Kawaii Vocalics22 Apr 2023
- 2023Nonverbal Cues in Human-Robot Interaction: A Communication Studies Perspective22 Apr 2023