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How do eye cues affect behaviors? Two meta-analyses

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Abstract

Various studies have shown that eye cues trigger a sense of being monitored, leading to behavioral changes, such as increases in prosocial behaviors, decreases in antisocial behaviors, stricter standards of moral judgment, and so on. However, studies have increasingly failed to replicate the watching eyes effect, and previous meta-analyses showed inconsistent results. One potential explanation for the inconsistency of the watching eyes effect is the existence of moderating variables; however, there is a lack of meta-analyses that include moderator analyses. The present study collected 91 articles with 216 effect sizes related to the watching eyes effect, and divided data types into measures of “proportion who did” (i.e., number of participants performing a specified behavior) and “degree of behavior” (i.e., the mean level of a specified behavior) to perform two respective meta-analyses. The results showed that eye cues significantly affected people’s behaviors, with a small but significant effect size (log odds ratio = 0.231, Hedges’ g = 0.117). The cultural type (i.e., Eastern vs. Western) had a marginally significant moderating effect on “degree of behavior”. Publication status, gender ratio, age, dependent variable behavior, stimulus type, eyes presentation time, and experiment type had no significant moderating effects. Finally, the mechanism, influencing factors, and future prospects of the watching eyes effect were discussed.

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All data generated or analysed during this study are included in this published article and its supplementary information files.

References

References marked with an asterisk indicate studies included in the meta-analyses.

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Funding

This work was supported by the Fundamental Research Funds for the Central Universities, and the Research Funds of Renmin University of China (20XNA028).

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Contributions

Ruibing Wang contributed to literature collection, data analysis and manuscript writing; Yunping Wang contributed to manuscript writing and language polishing; Chuansheng Chen contributed to manuscript improvement; Liyuan Huo contributed to data checking; Conghui Liu contributed to the conception of the study, literature collection and data analysis.

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Correspondence to Conghui Liu.

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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

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Informed consent was obtained from all participants included in the study.

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The authors have no relevant financial or non-financial interests to disclose.

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Wang, R., Wang, Y., Chen, C. et al. How do eye cues affect behaviors? Two meta-analyses. Curr Psychol 43, 1084–1101 (2024). https://doi.org/10.1007/s12144-023-04395-6

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  • DOI: https://doi.org/10.1007/s12144-023-04395-6

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