Preprint

The Bystander Effect in Human-Robot Interaction: How the Presence of Bystanders Inhibits Help for a Social Robot

This article is a preprint and has not been certified by peer review [What does this mean?].

Author(s) / Creator(s)

Liu, Guiying
Korbanka, Tatjana
Timm, Jasmin
Veit, Naomi
Maier, Laura
Huff, Markus
Papenmeier, Frank

Abstract / Description

As humans and social robots increasingly coexist, a crucial question remains: Do established social heuristics (such as the bystander effect) govern human behavior toward robots? Through two pre-registered experiments (N = 401 and N = 616), we demonstrate that the presence of bystanders consistently inhibits helping behavior toward robots in human-robot interaction (HRI), mirroring classic findings in human-human interaction. In Experiment 1, we found that when bystanders were present, individuals were less likely to help a social robot in need than if they were alone. In Experiment 2, we used video stimuli with higher ecological validity and incorporated a human victim as a control group, generalizing this effect and revealing its robust stability. While the presence of bystanders generally inhibited helping intentions (regardless of whether the victim was human or robot), the strength of the bystander effect did not differ between human and robot victims. These findings provide the first empirical evidence that the bystander effect can be replicated in human-robot interaction (HRI). Our work contributes to the extension of the application boundaries of the bystander effect and the construction of a harmonious human-robot symbiotic society.

Keyword(s)

bystander effect helping behavior human–robot interaction social robot

Persistent Identifier

Date of first publication

2025-09-19

Publisher

PsychArchives

Citation

  • Author(s) / Creator(s)
    Liu, Guiying
  • Author(s) / Creator(s)
    Korbanka, Tatjana
  • Author(s) / Creator(s)
    Timm, Jasmin
  • Author(s) / Creator(s)
    Veit, Naomi
  • Author(s) / Creator(s)
    Maier, Laura
  • Author(s) / Creator(s)
    Huff, Markus
  • Author(s) / Creator(s)
    Papenmeier, Frank
  • PsychArchives acquisition timestamp
    2025-09-19T09:44:33Z
  • Made available on
    2025-09-19T09:44:33Z
  • Date of first publication
    2025-09-19
  • Abstract / Description
    As humans and social robots increasingly coexist, a crucial question remains: Do established social heuristics (such as the bystander effect) govern human behavior toward robots? Through two pre-registered experiments (N = 401 and N = 616), we demonstrate that the presence of bystanders consistently inhibits helping behavior toward robots in human-robot interaction (HRI), mirroring classic findings in human-human interaction. In Experiment 1, we found that when bystanders were present, individuals were less likely to help a social robot in need than if they were alone. In Experiment 2, we used video stimuli with higher ecological validity and incorporated a human victim as a control group, generalizing this effect and revealing its robust stability. While the presence of bystanders generally inhibited helping intentions (regardless of whether the victim was human or robot), the strength of the bystander effect did not differ between human and robot victims. These findings provide the first empirical evidence that the bystander effect can be replicated in human-robot interaction (HRI). Our work contributes to the extension of the application boundaries of the bystander effect and the construction of a harmonious human-robot symbiotic society.
    en
  • Publication status
    other
  • Review status
    notReviewed
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/16637
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.21242
  • Language of content
    eng
  • Publisher
    PsychArchives
  • Keyword(s)
    bystander effect
  • Keyword(s)
    helping behavior
  • Keyword(s)
    human–robot interaction
  • Keyword(s)
    social robot
  • Dewey Decimal Classification number(s)
    150
  • Title
    The Bystander Effect in Human-Robot Interaction: How the Presence of Bystanders Inhibits Help for a Social Robot
    en
  • DRO type
    preprint