How Voice and Helpfulness Shape Perceptions in Human-Agent Teams

TL;DR

This study investigates how voice type and contribution helpfulness influence perceptions and performance in human-agent teams, revealing that voice human likeness interacts with helpfulness to affect perceptions of anthropomorphism and animacy, but not trust or intelligence.

Contribution

It uncovers the interaction effects between voice human resemblance and helpfulness on perception, emphasizing that function outweighs form in agent design for team performance.

Findings

Voice human likeness interacts with helpfulness to influence anthropomorphism and animacy perceptions.

Helpfulness of contributions affects perceptions of trustworthiness and team performance.

No significant effect of voice type on perceived intelligence or trustworthiness.

Abstract

Voice assistants are increasingly prevalent, from personal devices to team environments. This study explores how voice type and contribution quality influence human-agent team performance and perceptions of anthropomorphism, animacy, intelligence, and trustworthiness. By manipulating both, we reveal mechanisms of perception and clarify ambiguity in previous work. Our results show that the human resemblance of a voice assistant's voice negatively interacts with the helpfulness of an agent's contribution to flip its effect on perceived anthropomorphism and perceived animacy. This means human teammates interpret the agent's contributions differently depending on its voice. Our study found no significant effect of voice on perceived intelligence, trustworthiness, or team performance. We find differences in these measures are caused by manipulating the helpfulness of an agent. These findings suggest that function matters more than form when designing agents for high-performing human-agent teams, but controlling perceptions of anthropomorphism and animacy can be unpredictable even with high human resemblance.