Pat Barclay’s research while affiliated with University of Guelph and other places

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Publications (89)


Figure 2. Average punishment or disapproval points (and SEM) across 40 rounds of the public goods game with Monetary Punishment (thick solid green line), Public Disapproval (thick dashed blue line) and Private Disapproval (thin dotted orange line). Note: the error bars include variation across groups, and as such will overestimate variation within a condition over time.
Figure 4. Average group earnings (and SEM) across 40 rounds of the public goods game with Monetary Punishment (thick solid green line), Public Disapproval (thick dashed blue line), Private Disapproval (thin dotted orange line) and Nothing (thin solid black line). Note: the error bars include variation across groups, and as such will overestimate variation within a condition over time.
Summary of means and linear of effect of round on group contributions to the public good
Expressed disapproval does not sustain long-term cooperation as effectively as costly punishment
  • Article
  • Full-text available

December 2024

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12 Reads

Evolutionary Human Sciences

Adam Sparks

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Tyler Burleigh

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Pat Barclay

Punishment plays a role in human cooperation, but it is costly. Prior research shows that people are more cooperative when they expect to receive negative feedback for non-cooperation, even in the absence of costly punishment, which would have interesting implications for theory and applications. However, based on theories of habituation and cue-based learning, we propose that people will learn to ignore expressions of disapproval that are not clearly associated with material costs or benefits. To test this hypothesis, we conducted a between-subjects, 40-round public goods game (i.e. much longer than most studies), where participants could respond to others’ contributions by sending numerical disapproval messages, paying to reduce others’ earnings, or neither. Consistent with previous results, we observed steadily increasing contributions in the costly punishment condition. In contrast, contributions declined after the early rounds in the expressed disapproval condition, and were eventually no higher than the basic control condition with neither costly punishment nor disapproval ratings. In other words, costless disapproval may temporarily increase cooperation, but the effects fade. We discuss the theoretical and applied implications of our findings, including the unexpectedly high levels of cooperation in a second control condition.

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Proportion of Help Provided in Cooperative and Uncooperative Dyads in Experiment 1
Proportion of Help Provided in Cooperative and Uncooperative Dyads in Experiment 2
Odds Ratios [and 95% CI] of Comparisons Between Conditions of Help Provided in Experiment 3
Proportion of Help Provided in Cooperative and Uncooperative Dyads in Experiment 3
Mutual Cooperation Gives You a Stake in Your Partner’s Welfare, Especially if They Are Irreplaceable

November 2024

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15 Reads

Journal of Personality and Social Psychology

Why do we care so much for friends—much more than one might predict from reciprocity alone? According to a recent theory, organisms who cooperate with each other come to have a stake in each other’s well-being: A good cooperator is worth protecting—even anonymously if necessary—so they can be available to cooperate in the future. Here, we present three experiments showing that reciprocity creates a stake in a partner’s well-being, such that people are willing to secretly pay to protect good cooperative partners, if doing so keeps those partners available for future interaction. Participants played five rounds of a cooperative game (Prisoner’s Dilemma) and then received an opportunity to help their partner, without the partner ever knowing. In Experiments 1 and 2, participants were more willing to help a cooperative partner if doing so kept that partner available for future rounds, compared to when the help simply raised the partner’s earnings. This effect was specific to cooperative partners: The type of help mattered less for uncooperative partners or for recipients that participants did not directly interact with. In other words, an ongoing history of reciprocity gave people a stake in their partner’s good condition but not their partner’s payoff. Experiment 3 showed that participants had less stake in their partners if those partners could be easily replaced by another cooperator. These findings show that reciprocity and stake are not separate processes. Instead, even shallow reciprocity creates a deeper stake in a partner’s well-being, including a willingness to help with zero expectation of recognition. Future work should examine how one’s stake in partners is affected by ecological factors that affect the gains of cooperation and the ease of finding new partners.



The psychology of relative state, desperation and violence: a commentary on de Courson et al. (2023)

Actually, It Does: Fatal Errors in

October 2023

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61 Reads

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1 Citation

Evolutionary Behavioral Sciences

Recently, Judd et al. (2022) reported that, contrary to Arnocky et al. (2017), there is no link between altruism and indices of mating success. However, a reanalysis of the open-source data revealed coding and analytical errors which, when corrected, provided consistent support for the initial findings of Arnocky et al. that altruism positively predicts self-reported mating success and in-pair copulation controlling for sex, age, and personality dimensions. Furthermore, in contrast to the initial report by Judd et al., altruism is positively correlated with, and predicts, lifetime number of sex partners and the number of casual sex partners; however, entry of covariates (particularly age and extraversion) attenuates these relations. Judd et al.’s mischaracterization of their research as a direct replication of Arnocky et al., coupled with the statistical errors, data transformation issues, and faulty interpretation of their results, calls into serious question their claim of a failed “replication.”


Results of a random effects, restricted maximum likelihood meta-analysis in which each study site was treated as a separate sample. Plot shows zero-order product-moment correlations between traditionalism and COVID-19 health precautions at each study site, ordered by effect size. For the individual country estimates, the location of the square along the x-axis corresponds with the correlation coefficient, the size of the square corresponds with the weight of that study site in the meta-analysis, and bands are 95% confidence intervals. At the bottom of the plot, an overall meta-analyzed point estimate is provided. The midpoint of the diamond corresponds with that point estimate, the width of the diamond corresponds with the 95% CI, and the dotted bands correspond with the 95% prediction interval. On the right side of the plot, weights, correlation coefficients, and 95% CIs respectively are numerically listed for both the site-specific correlations, as well as the overall estimate. Note that for the overall meta-analyzed point estimate, the 95% confidence interval does not overlap with zero, while the 95% prediction interval does.
Graphical visualization of the country-specific correlations listed in Fig. 1. Dotted lines are study site-specific product-moment correlations between traditionalism and COVID-19 health precautions. The solid thick line is the unweighted product-moment correlation in the pooled sample across all study sites. Dots show individual data points, jittered along the x- and y-axes to aid interpretability. Density plots along the x- and y-axes represent the raw distributions of the traditionalism and COVID-19 health precautions composites. Thin grey lines show density distributions at individual study sites, whereas the thick black lines show the overall distribution in the pooled sample across all study sites. Study sites are unlabeled to improve readability. For labeled study-site specific correlations and density distributions, see Figs. S2–S4 in the Supplement.
Results of a random effects, restricted maximum likelihood meta-analysis in which each study site was treated as a separate sample. The plot shows semi-partial correlations54,55 between traditionalism and COVID-19 health precautions at each study site, after adjusting for the effects of the five identified suppressor variables in multiple linear regressions where health precautions were regressed on traditionalism and each of those five variables. Covariates were identical across study sites. Note that the semi-partial correlations indicate the variance in health precautions uniquely explained by the aspects of traditionalism separate from the five suppressor variables, and the effect sizes can be interpreted using the same metrics applied to product-moment correlations. See Fig. 1 for a description of how to interpret the forest plot. For the overall meta-analyzed point estimate, neither the 95% confidence interval nor the 95% prediction interval overlap with zero.
Results of a restricted maximum likelihood moderated mixed linear regression in which COVID-19 health precautions were regressed on traditionalism, a health precautions indicator variable (e.g., either internal-facing or external-facing), and the interaction between those two variables in the pooled sample. The model included participants nested within study sites as random effects. To test this interaction, there were two observations for each participant; the first observation contained each participants’ internal-facing precautions score, and the second their external-facing precautions score. We simultaneously created an indicator variable specifying which health precautions subscale corresponded with each observation. Simple slopes were then plotted in the figure. There was an interaction between health precautions subscale and traditionalism (B = 0.16, SE = 0.01, t(7,535) = 12.76, p < 0.001). A simple slopes analysis revealed that the correlation between traditionalism and internal-facing precautions (B = 0.29, SE = 0.01, t(7,535) = 23.17, p < 0.001) was about twice as strong as the correlation between traditionalism and external-facing precautions (B = 0.14, SE = 0.01, t(7,535) = 10.84, p < 0.001). Note that these results were robust to the inclusion of demographic and COVID-19-related covariates, and they were not conceptually affected when the five suppressor variables were included as covariates (see Supplement page S26). Further, results did not conceptually change when using factor scores instead of averaged composites (see Supplement page S63). Finally, we considered the possibility that the presence—or lack of presence—of planning precautions may be confounding our interpretation of the external- and internal-facing precautions subscales. Specifically, the internal-facing subscale has more items related to planning precautionary behaviors (such as the importance of obtaining prophylactic supplies), whereas the external-facing subscale has more items related to actual precautionary behavior (such as wearing a mask when outside the home). To address this possibility, we created a modified internal-facing precautions composite that excluded all planning-related precautions. Using the planning-less internal-precautions composite did not conceptually affect these results (see Supplement S26), suggesting that planning behaviors versus actual behaviors are not confounding our explanation for the moderating effect of external- versus internal-facing precautions.
Greater traditionalism predicts COVID-19 precautionary behaviors across 27 societies

April 2023

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272 Reads

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3 Citations

People vary both in their embrace of their society’s traditions, and in their perception of hazards as salient and necessitating a response. Over evolutionary time, traditions have offered avenues for addressing hazards, plausibly resulting in linkages between orientations toward tradition and orientations toward danger. Emerging research documents connections between traditionalism and threat responsivity, including pathogen-avoidance motivations. Additionally, because hazard-mitigating behaviors can conflict with competing priorities, associations between traditionalism and pathogen avoidance may hinge on contextually contingent tradeoffs. The COVID-19 pandemic provides a real-world test of the posited relationship between traditionalism and hazard avoidance. Across 27 societies (N = 7844), we find that, in a majority of countries, individuals’ endorsement of tradition positively correlates with their adherence to costly COVID-19-avoidance behaviors; accounting for some of the conflicts that arise between public health precautions and other objectives further strengthens this evidence that traditionalism is associated with greater attention to hazards.


Observation Moderates the Moral Licensing Effect: A Meta-Analytic Test of Interpersonal and Intrapsychic Mechanisms

March 2023

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52 Reads

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3 Citations

Moral licensing occurs when someone who initially behaved morally subsequently acts less morally. We apply reputation-based theories to predict when and why moral licensing would occur. Specifically, our pre-registered predictions were that (1) participants observed during the licensing manipulation would have larger licensing effects, and (2) unambiguous dependent variables would have smaller licensing effects. In a pre-registered multi-level meta-analysis of 111 experiments (N = 19,335), we found a larger licensing effect when participants were observed (Hedge’s g = 0.61) compared to unobserved (Hedge’s g = 0.14). Ambiguity did not moderate the effect. The overall moral licensing effect was small (Hedge’s g = 0.18). We replicated these analyses using robust Bayesian meta-analysis and found strong support for the moral licensing effect only when participants are observed. These results suggest that the moral licensing effect is predominantly an interpersonal effect based on reputation, rather than an intrapsychic effect based on self-image.


Figure 2. Graphical visualization of the country-specific correlations listed in Figure 1. Dotted lines are study site-specific product-moment correlations between traditionalism and COVID-19 health precautions. The solid thick line is the unweighted product-moment correlation in the pooled sample across all study sites. Dots show individual data points, jittered along the x-and y-axes to aid interpretability. Density plots along the x-and y-axes represent the raw distributions of the traditionalism and COVID-19 health precautions composites. Thin grey lines show density distributions at individual study sites, whereas the thick black lines show the overall distribution in the pooled sample across all study sites. Study sites are unlabeled to improve readability. For labeled study-site specific correlations and density distributions, see Figures S2-S4 in the Supplement.
Figure 4. Results of a restricted maximum likelihood moderated mixed linear regression in which COVID-19 health precautions were regressed on traditionalism, a health precautions indicator variable (e.g., either internal-facing or external-facing), and the interaction between those two variables in the pooled sample. The model included participants nested within study sites as random effects. To test this interaction, there were two observations for each participant; the first observation contained each participants' internal-facing precautions score, and the second their external-facing precautions score. We simultaneously created an indicator variable specifying which health precautions subscale corresponded with each observation. Simple slopes were then plotted in the figure.
Figure S9. Graphical representation showing agreement between different methods for determining the number of factors to retain.
Greater Traditionalism Predicts COVID-19 Precautionary Behaviors Across 27 Societies

July 2022

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326 Reads

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4 Citations

People vary in the extent to which they embrace their society’s traditions, impacting a range of social and political phenomena. People also vary in the degree to which they perceive disparate dangers as salient and necessitating a response. Over evolutionary time, traditions likely regularly offered direct and indirect avenues for addressing hazards; consequently, via multiple possible pathways, orientations toward tradition and toward danger may have become associated. Emerging research documents connections between individual differences in traditionalism and variation in threat responsivity in general, and pathogen-avoidance motivations in particular. Importantly, because threat-mitigating behaviors can conflict with competing priorities, the precise associations between traditionalism and pathogen avoidance likely depend on contextually contingent costs and benefits. The COVID-19 pandemic requires individuals to make decisions about consequential and costly pathogen-avoidance behaviors that can clash with other priorities. The pandemic therefore provides a real-world setting in which to test the posited relationship between traditionalism and pathogen avoidance across socio-political contexts. Across 27 societies (N = 7,844), we find that costly COVID-19-avoidance behaviors positively correlate with greater endorsement of traditional norms and values in a majority of countries. Accounting for the conflict that arises in some societies between public health precautions and competing priorities, such as the exercise of personal liberties, reveals a consistent relationship between traditionalism and COVID-19 precautions across an even wider range of social and cultural contexts. These findings support the thesis that traditionalism is associated with an enhanced tendency to attend to hazards.


Figure 1. Opposition to gay marriage and gay and lesbian sexual orientation across the 31 samples.
Figure 3. Variances (with 95% CI) for the random slopes of disgust sensitivity, age, sex, social dominance orientation (SDO), and traditionalism (Tradition) when predicting antipathy toward gay men (Panel A) and lesbian women (Panel B).
Figure 4. Regression coefficients with 95% confidence intervals for regressing antipathy toward gay men and lesbian women on disgust sensitivity, stratified by cultural region.
Disgust sensitivity relates to attitudes toward gay men and lesbian women across 31 nations

March 2022

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555 Reads

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15 Citations

Group Processes & Intergroup Relations

Previous work has reported a relation between pathogen-avoidance motivations and prejudice toward various social groups, including gay men and lesbian women. It is currently unknown whether this association is present across cultures, or specific to North America. Analyses of survey data from adult heterosexuals ( N = 11,200) from 31 countries showed a small relation between pathogen disgust sensitivity (an individual-difference measure of pathogen-avoidance motivations) and measures of antigay attitudes. Analyses also showed that pathogen disgust sensitivity relates not only to antipathy toward gay men and lesbians, but also to negativity toward other groups, in particular those associated with violations of traditional sexual norms (e.g., prostitutes). These results suggest that the association between pathogen-avoidance motivations and antigay attitudes is relatively stable across cultures and is a manifestation of a more general relation between pathogen-avoidance motivations and prejudice towards groups associated with sexual norm violations.


Figure 1. Predicted means with 95% confidence intervals from GLM exploring third-party investments in help and punishment according to treatment. Raw data showing third-party investments ($) are overlaid with a horizontal jitter of 0.3 points applied to aid visualization where several datapoints overlap. (Online version in colour.)
Third-party punishers do not compete to be chosen as partners in an experimental game

January 2022

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65 Reads

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10 Citations

Third-party punishment is thought to act as an honest signal of cooperative intent and such signals might escalate when competing to be chosen as a partner. Here, we investigate whether partner choice competition prompts escalating investment in third-party punishment. We also consider the case of signalling via helpful acts to provide a direct test of the relative strength of the two types of signals. Individuals invested more in third-party helping than third-party punishment and invested more in both signals when observed compared to when investments would be unseen. We found no clear effect of partner choice (over and above mere observation) on investments in either punishment or helping. Third-parties who invested more than a partner were preferentially chosen for a subsequent Trust Game although the preference to interact with the higher investor was more pronounced in the help than in the punishment condition. Third-parties who invested more were entrusted with more money and investments in third-party punishment or helping reliably signalled trustworthiness. Individuals who did not invest in third-party helping were more likely to be untrustworthy than those who did not invest in third-party punishment. This supports the conception of punishment as a more ambiguous signal of cooperative intent compared to help.


Citations (67)


... Arnocky et al. (2023) have used new methods to further explore the research of Judd et al. (2022). By transforming the data, recoding the data, and/or deleting some of the data, the authors were able to find some significant effects (at p , .05) ...

Reference:

Altruism (Still) Does Not Predict Mating Success in the Data: A Response to
Actually, It Does: Fatal Errors in

Evolutionary Behavioral Sciences

... These additional relationships further illuminate the cost-benefit tradeoffs of precautionary behaviors, and highlight the importance of decomposing threat-mitigation motivations into multiple domains with complex interactions. A large literature connects threat-avoidance motivations generally-and pathogenavoidance motivations in particular-to individuals' preferences for traditional values and norms, such that those who strongly embrace tradition are more likely to engage in threat-mitigating behaviors (Claessens et al., 2020;Jost et al., 2009;Murray & Schaller, 2012;Samore et al., 2023;Tybur et al., 2016). ...

Greater traditionalism predicts COVID-19 precautionary behaviors across 27 societies

... The moral licensing literature has proliferated in the past two decades, with hundreds of articles published on relevant topics (Rotella et al., 2023;Rotella & Barclay, 2020). While the sheer amount of supporting evidence may suggest that the phenomenon is robust, recent investigations, however, point to a considerable publication bias (Blanken et al., 2015;Kuper & Bott, 2019;Rotella et al., 2023;Simbrunner & Schlegelmilch, 2017). ...

Observation Moderates the Moral Licensing Effect: A Meta-Analytic Test of Interpersonal and Intrapsychic Mechanisms
  • Citing Preprint
  • March 2023

... However, the robustness of the watching eyes effect in cooperation within the context of the prisoner's dilemma and public goods game, under real interaction conditions, remains uncertain. Therefore, the presence of real-interaction no-interaction, or deceptive-interaction is not the sole factor; the type of prosocial behaviour also plays a crucial role in the robustness of the watching eyes effect (Rotella et al., 2021). The reason why a signifiant watching eyes effect was only observed in the dictator game might be attributed to the sole motivation of altruism in this context. ...

No effect of ‘watching eyes’: An attempted replication and extension investigating individual differences
  • Citing Preprint
  • July 2021

... Theoretical and empirical work links traditionalism with greater sensitivity toward threats in multiple domains (Claessens, Fischer, Chaudhuri, Sibley, & Atkinson, 2020;Hibbing, Smith, & Alford, 2014), including pathogens (Murray & Schaller, 2012;Samore, Fessler, Sparks, & Holbrook, 2021;Samore et al., 2022;Tybur et al., 2016), violence (Griskevicius, Goldstein, Mortensen, Cialdini, & Kenrick, 2006), and culturally transmitted information about hazards in general (Fessler, Pisor, & Holbrook, 2017;Samore, Fessler, Holbrook, & Sparks, 2018). Researchers have proposed that culturally and/or biologically evolved mental mechanisms may adaptively link traditionalism and threat sensitivity when traditional norms reliably ameliorate the costs of particular threats. ...

Greater Traditionalism Predicts COVID-19 Precautionary Behaviors Across 27 Societies

... In this chapter, our aim was to sketch out the pathogen disgust and sexual disgust domains of this model, as well as some contextual-level factors and information-processing systems regulating these functionally specialized domains. Clarification of how disgust executes its varied functions in these domains allows for the generation of intriguing hypotheses and constitutes a fruitful avenue for future research investigating the linkages between disgust and myriad psychological phenomena, including cooperation (Moretti & di Pellegrino, 2010), ideological conservatism (Tybur et al., 2015), religious conservatism (Terrizzi Jr et al., 2012), attitudes toward homosexuals (van Leeuwen et al., 2023), sexual dysfunction (Crosby et al., 2019), and anxiety disorders (Olatunji et al., 2010). To conclude, as our ancestors' voice, which tells us to avoid infectious diseases and social parasites (Curtis, 2011), the emotion of disgust is essential not only to illuminate many important aspects of human nature but also to understand how we perceive and interact with every member of our social environment. ...

Disgust sensitivity relates to attitudes toward gay men and lesbian women across 31 nations

Group Processes & Intergroup Relations

... Researchers in many disciplines view partner choice as a positive force in the evolution of cooperation: When people can leave uncooperative partners, it forces defectors to start cooperating lest they be abandoned (e.g., Aktipis, 2004Aktipis, , 2011Bull & Rice, 1991;Enquist & Leimar, 1993;Hayashi & Yamagishi, 1998;McNamara et al., 2008;Page et al., 2005;Schuessler, 1989;Vanberg & Congleton, 1992), albeit at the cost of increased inequality (Stallen et al., 2023). Partner choice also creates competition over partners, such that it can pay to be more generous than others in order to attract partners (Barclay, 2004(Barclay, , 2011(Barclay, , 2013Barclay & Willer, 2007;McNamara et al., 2008;Sylwester & Roberts, 2010), and it pays to compete over any trait that might signal one's cooperativeness (e.g., environmentalism: Barclay & Barker, 2020, though see Batistoni et al., 2022). However, the present study shows that people will have less stake in their partners if they can choose to replace them with someone else, which undermines cooperation. ...

Third-party punishers do not compete to be chosen as partners in an experimental game

... This could be the case for helping strangers as an opportunity to establish partnership with them. Furthermore, Dhaliwal et al. (2022) argued that choosing willing over able partners has a signaling function, with reputational and partner choice benefits. Considering that signaling plays an important role in indirect reciprocity, the competence of the sufferer might be perceived by helpers as a cue of direct reciprocity, while helping prosocial sufferers might be related to indirect reciprocity. ...

Signaling Benefits of Partner Choice Decisions

Journal of Experimental Psychology General

... However, humans should eventually habituate to uninformative cues about the payoffs for cooperation (Barclay, 2011), just like non-humans habituate to uninformative stimuli of any sort (Domjan & Burkhard, 1993). For example, predators will habituate to the defensive eyespots that some prey species use to mimic a larger organism (Blest, 1957;Edmunds, 1974;Stevens, 2005); humans seem to also habituate to images of eyes, such that if eye images do affect cooperative behaviour (a still-debated question), they only do so temporarily (Sparks & Barclay, 2013; but see Rotella et al 2021). Similarly, (uninformative) reputational cues have only a temporary effect on donations in church (Soetevent, 2005). ...

No effect of ‘watching eyes’: An attempted replication and extension investigating individual differences

... Yet its origins remain poorly understood. Canonical explanations, such as kin altruism (2,3), reciprocity (4)(5)(6), and reputation (7)(8)(9)(10)(11)(12), seem insufficient to explain the scale and intensity of human cooperation. In large human societies, more often than not, partners are unrelated, interactions are one-shot, and reputational information is narrowly disseminated (13,14). ...

Cooperating to show that you care: costly helping as an honest signal of fitness interdependence