Table 1.
type of meta-analysisA | sample size (analyses) | random effects included | kfoldIC | standard difference in means | 95% CI lower limit | 95% CI upper limit | p B | variance estimate (standard deviation) | total heterogeneity (I2) with credible intervals | higher in dominant or subordinate | Egger’s test | citations | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
study | species | phylogeny | (p-value) | |||||||||||
Male Studies | ||||||||||||||
all male studies | 66 | study only | 152.204 | 0.511 | 0.130 | 0.974 | 0.005 | 0.875 | — | — | 99.19 (98.46–99.77) | dominant | <0.001 | 24–26,33,38,43,81–100 |
males in despotic hierarchies | 59 | study and species | 140.225 | 0.493 | 0.013 | 1.001 | 0.023 | 0.677 | 0.600 | — | 99.40 (98.83–99.82) | dominant | <0.001 | 24–26,33,38,43,81–84,86–100 |
males in egalitarian hierarchies | 6 | NAC | 12.112 | 0.170 | −0.532 | 0.902 | 0.300 | NAC | NAC | NAC | 24.06 (0.01–78.97) | neither | 0.304 | 85 |
males in polygynandrous mating systems | 29 | study only | 79.085 | 0.943 | 0.348 | 1.671 | 0.001 | 0.938 | — | — | 78.29 (59.92–95.22) | dominant | 0.002 | 24,25,38,81,82,84,85,88,90–94,96,100 |
males in cooperative breeding mating systems | 18 | study only | 29.307 | 0.390 | −1.573 | 2.344 | 0.161 | 1.098 | — | — | 71.27 (27.28–99.97) | neither | <0.001 | 26,43,89 |
males in polygynous mating systems | 15 | study only | 41.34 | −0.168 | −1.272 | 1.114 | 0.322 | 1.207 | — | — | 94.42 (83.25–99.93) | neither | 0.242 | 33,83,87,95,98–100 |
males in monogamous mating systems | 4 | study only | 2.787 | 0.229 | −6.677 | 6.209 | 0.355 | 3.111 | — | — | 84.91 (28.92–99.99) | neither | 0.496 | 86,97 |
males exposed to environmentally- and contact-transmitted parasites | 53 | study only | 122.344 | 0.704 | 0.238 | 1.276 | 0.002 | 0.960 | — | — | 99.44 (98.91–99.85) | dominant | <0.001 | 24–26,38,81–85,87–97,100 |
males exposed to parasites transmitted by flying-vectors | 6 | study and species | 15.507 | −0.104 | −4.244 | 3.914 | 0.469 | 2.018 | 2.046 | — | 95.29 (83.32–99.99) | neither | 0.634 | 33,43,86,98 |
Female Studies | ||||||||||||||
all female studies | 62 | study only | 114.020 | 0.322 | −0.059 | 0.737 | 0.044 | 0.611 | — | — | 98.33 (96.56–99.68) | dominant | 0.118 | 24,26,81,87,89,90,94,101–106 |
females in despotic nepotistic hierarchies | 44 | study, species, phylogeny | 92.562 | 0.168 | −2.127 | 2.377 | 0.365 | 0.616 | 0.355 | 1.070 | 92.16 (78.68–99.88) | neither | 0.050 | 24,81,87,88,90,92,94,97,101–105 |
females in despotic age-based hierarchies | 18 | study | 23.405 | 0.324 | −2.549 | 3.371 | 0.309 | — | — | — | 90.16 (66.83–99.99) | neither | 0.170 | 26,89,106 |
females in polygynandrous mating systems | 29 | study and species | 62.579 | 0.457 | −0.571 | 1.447 | 0.121 | 0.755 | 0.585 | — | 74.52 (46.91–98.92) | neither | 0.199 | 24,81,90,94,102–105 |
females in cooperative breeding mating systems | 17 | study | 19.646 | 0.547 | −5.953 | 6.788 | 0.286 | 3.460 | — | — | 92.40 (67.09–99.99) | neither | 0.044 | 26,89 |
females in polygynous mating systems | 16 | study | 32.001 | −0.266 | −1.488 | 0.882 | 0.166 | 0.646 | — | — | 74.78 (34.55–99.99) | neither | 0.040 | 87,101,106 |
females exposed to environmentally- and contact-transmitted parasites | 61 | study | 108.234 | 0.371 | −0.006 | 0.808 | 0.027 | 0.605 | — | — | 98.30 (96.41–99.67) | dominant | 0.120 | 24,26,81,87,89,90,94,101–105 |
AIn all of the above models, study setting (wild non-provisioned, wild provisioned, captive) did not significantly improve model fit and was removed from all final models. BThe p-values generated by the brms package36 are 1-tailed, while the credible intervals are 2-tailed CNA = not applicable (All effect sizes for egalitarian hierarchies were from the same study and species).