• Loading metrics

Conflict over Male Parentage in Social Insects

  • Robert L Hammond ,

    To whom correspondence should be addressed. E-mail:

    Affiliation Department of Ecology and Evolution, Bâtiment de Biologie, University of Lausanne, Lausanne, Switzerland

  • Laurent Keller

    Affiliation Department of Ecology and Evolution, Bâtiment de Biologie, University of Lausanne, Lausanne, Switzerland

Conflict over Male Parentage in Social Insects

  • Robert L Hammond, 
  • Laurent Keller


Mutual policing is an important mechanism that maintains social harmony in group-living organisms by suppressing the selfish behavior of individuals. In social insects, workers police one another (worker-policing) by preventing individual workers from laying eggs that would otherwise develop into males. Within the framework of Hamilton's rule there are two explanations for worker-policing behavior. First, if worker reproduction is cost-free, worker-policing should occur only where workers are more closely related to queen- than to worker-produced male eggs (relatedness hypothesis). Second, if there are substantial costs to unchecked worker reproduction, worker-policing may occur to counteract these costs and increase colony efficiency (efficiency hypothesis). The first explanation predicts that patterns of the parentage of males (male parentage) are associated with relatedness, whereas the latter does not. We have investigated how male parentage varies with colony kin structure and colony size in 50 species of ants, bees, and wasps in a phylogenetically controlled comparative analysis. Our survey revealed that queens produced the majority of males in most of the species and that workers produced more than half of the males in less than 10% of species. Moreover, we show that male parentage does not vary with relatedness as predicted by the relatedness hypothesis. This indicates that intra- and interspecific variation in male parentage cannot be accounted for by the relatedness hypothesis alone and that increased colony efficiency is an important factor responsible for the evolution of worker-policing. Our study reveals greater harmony and more complex regulation of reproduction in social insect colonies than that expected from simple theoretical expectations based on relatedness only.


Major evolutionary transitions (Maynard-Smith and Szathmáry 1995) require the evolution of mechanisms that moderate within-group conflict (Keller 1999; Queller 2000; Michod and Roze 2001). One such mechanism is mutual policing, where members of a group collectively prevent individuals from acting in their own selfish interests (Frank 1995). The best example of mutual policing behavior in nature is found in social insects, where workers police worker reproduction (worker-policing) by selectively removing worker-laid eggs that would otherwise develop into males (Ratnieks and Visscher 1989; Foster and Ratnieks 2000, 2001a; Halling et al. 2001; Oldroyd et al. 2001), or by directing aggression toward workers with developing ovaries (Monnin and Ratnieks 2001; Iwanishi et al. 2003). Selection for worker-policing depends upon two variables: the relative relatedness of workers to queen- and worker-produced males (relatedness hypothesis) and the colony-level cost of workers reproducing (efficiency hypothesis). Worker-policing theory (Starr 1984; Woyciechowski and Lomnicki 1987; Ratnieks 1988), an extension of kin selection theory (Hamilton 1964), has typically highlighted relatedness as the all-important variable that explains when workers should lay male-destined eggs and when they should police one another's reproduction. In contrast, the costs of worker reproduction (Ratnieks 1988) have been largely ignored or given low prominence in the literature, with the effect that the relatedness hypothesis has become widely accepted as the explanation for worker-policing (Whitfield 2002).

Empirical investigations of worker-policing behavior initially focused on species with colony kin structures that predicted the behavior under the relatedness hypothesis, and worker-policing was first demonstrated in the multiply mated honey bee, Apis mellifera (Estoup et al. 1994; Visscher 1996). Subsequently, similar patterns have been found in other multiply mated members of the genus Apis (Halling et al. 2001; Oldroyd et al. 2001; Wattanachaiyingcharoen et al. 2002) and in the multiply mated wasp Vespula vulgaris (Foster and Ratnieks 2001a). Support for the relatedness hypothesis comes from contrasts between these species and closely related species that are singly mated (Peters et al. 1999; Foster and Ratnieks 2001c) and from an intraspecific study of the vespine wasp Dolichovespula saxonica, in which worker-policing behavior is facultative and occurs only in colonies headed by multiply mated queens (Foster and Ratnieks 2000). There are, however, problems with the conclusion that relatedness is the underlying cause of policing behavior, because phylogeny is not controlled for in the interspecific comparisons described above. This is an important problem, because these species are clustered with respect to phylogeny (e.g., four Apis species), and related wasp species, such as Vespa crabro, show patterns of worker reproduction and worker-policing behavior that are consistent with the efficiency hypothesis but not the relatedness hypothesis (Foster et al. 2002).

The relatedness hypothesis explicitly predicts that the parentage of males (male parentage) is dependent upon colony kin structure. Importantly, males should be worker-produced in colonies headed by single, once-mated queens, and queen-produced in colonies headed by multiple related queens, or by multiply mated queens, because worker reproduction is prevented by worker-policing. By contrast, the efficiency hypothesis predicts no association of male parentage or worker-policing with colony kin structure. In this paper we test these predictions by analyzing, using methods that control for phylogenetic dependence, how the proportion of worker-produced males (WPM) varies with both colony kin structure and colony size. The theoretical difference in relatedness of workers to queen- and worker-produced males (rdiff) was used to make predictions about male parentage based upon colony kin structure. We included colony size in our analyses because it potentially alters expected patterns of male parentage (Bourke 1999) by altering power relationships within the colony. In small colonies a single individual may have the power to dominate male production completely, but such reproductive dominance becomes less likely as colony size increases.


We found data for 50 species: 16 ants, 20 bees, and 14 wasps (Table 1; Figure 1). WPM varied considerably (0%–85%), but in most species, queens produced the majority of males, with less than 10% of males being worker-produced in 72% of species surveyed. In only 10% of species were more than 50% of males worker-produced. There was great variation in the number of males (nm = 13–1,426) and likewise in the number of assignable males (na = 10–677, where na is the sample size corrected for the probability of nondetection [Foster et al. 2001]) that were used to estimate the WPM. However, in those species for which we had relevant data, there was no significant correlation of nm or na with WPM (Spearman's rank correlation: nm versus WPM: ρ = 0.17, n = 45, p = 0.27; na versus WPM: ρ = 0.11, n = 27, p = 0.59), suggesting that there was no systematic bias in our dataset.

Figure 1. Composite Phylogeny Used in Comparative Analyses

Phylogeny includes within-species variation. Duplicated species labeled 1 or 2 (e.g., Leptothorax acervorum 1 and 2) refer to taxa in which within-species variation was included in some analyses (see text for details). Dotted lines, rdiff is negative; solid lines, rdiff is positive. Horizontal bars indicate WPM.

Table 1. The WPM, Colony Kin Structure, and Colony Size in a Sample of Queenright Colonies of Eusocial Hymenoptera

Comparative Analysis

Tests of serial independence showed that there was significant phylogenetic dependence for all variables when within-species variation was ignored (log10WPM, p = 0.016; rdiff, p < 0.001; log10 of colony size [log10nw], p < 0.001) and when within-species variation was included (log10WPM, p = 0.002; rdiff, p < 0.001). This confirmed that a comparative approach using an analysis of independent contrasts was warranted (Abouheif 1999; Freckleton et al. 2002).

The WPM was not significantly correlated with colony kin structure in any of our comparative analyses. Ignoring within-species variation, the slope of the line of regression of contrast in log10WPM against contrast in rdiff was not significantly different from zero (Figure 2A; slope β = −2.14, t = –1.53, df = 48, p = 0.13), and the mean contrast in log10WPM (–1.70 ± 5.4) was not significantly different from zero when rdiff was coded categorically (t = 0.31, df = 2, p = 0.78). Likewise, neither analysis that included within-species variation was significant (Figure 2B; β = –1.31, t = –1.36, df = 55, p = 0.18; mean contrast in log10WPM = –0.14 ± 4.81, t = 0.03, df = 7, p = 0.98). The power was high (Figure 3; power greater than 0.75) for both analyses of regression to detect a large effect of relatedness on WPM, and there was relatively high power (see Figure 3; power greater than 0.6) to detect a medium effect in the analysis that included within-species variation. The WPM also did not show any significant relationship with colony size when all species were included (Figure 4A; β = –0.12, t = –1.04, df = 48, p = 0.30) or when relatedness was controlled for and we included only species with positive rdiff values (Figure 4B; β = –0.14, t = –1.05, df = 41, p = 0.30).

Figure 2. Variation in Worker Reproduction with Colony Kin Structure

Axes show standardized independent contrasts in WPM (log10WPM) and in rdiff. (A) is based on species values; (B) includes intraspecific variation for seven species (see text). Lines of regression are forced through the origin.

Figure 3. Statistical Power As a Function of the Slope β (Effect Size) in Comparative Analyses of rdiff on WPM

On the graph, + data points show the power of tests in which within-species variation was ignored, and × show the power of tests in which within-species variation was included.

Figure 4. Variation in Worker Reproduction with Colony Size

Axes show standardized independent contrasts in the proportion of worker-produced males (log10WPM) and in colony size (log10nw). (A) includes all species; (B) includes only species in which relatedness predicts worker-produced males (i.e., rdiff is positive). Lines of regression are forced through the origin.


Our survey revealed that queens produced the majority of males in most of the species, and in less than 10% of the species did workers produce more than half of the males, in line with earlier surveys based largely on behavioral data (Bourke 1988; Choe 1988). Since workers of all the species included in our survey have functional ovaries, this demonstrates that self-restraint and worker-policing are widespread and powerful mechanisms that regulate reproduction in colonies of social Hymenoptera.

Our comparative study did not support the view that intra- and interspecific variation in male parentage can be accounted for by the relatedness hypothesis only. First, and most importantly, the proportion of males produced by workers was not significantly associated with colony kin structure. This was true both when within-species variation in colony kin structure was included and when it was ignored. In fact, although the relatedness hypothesis predicts a positive relationship between WPM and rdiff, the analyses of relatedness revealed a tendency for a negative relationship. Importantly, our study included data from 50 species, and our power analyses showed that we had enough power to detect a relationship between male parentage and colony kin structure if it was of moderate or large effect.

A second line of evidence against the relatedness hypothesis came from the finding that workers produce only very few males in a large number of species where, on purely relatedness grounds, they would benefit from producing males. Workers produce less than 10% of males in 30 of the 43 species (70%) in which workers were more related to worker-produced than to queen-produced males.

A third line of evidence came from within-species comparisons. Only in Dolichovespula saxonica (Foster and Ratnieks 2000) were patterns of male parentage compatible with the relatedness hypothesis. By contrast, patterns of male parentage contradicted the relatedness hypothesis in the ants Leptothorax acervorum (Hammond et al. 2003), Lasius niger (Fjerdingstad et al. 2002), Formica exsecta (Sundström et al. 1996; Walin et al. 1998), and Myrmica tahoensis (Evans 1998). Interestingly, intraspecific variation in colony sex ratios in agreement with relatedness predictions have been shown in L. acervorum (Chan and Bourke 1994; Chan et al. 1999; Hammond et al. 2002), F. exsecta (Sundström et al. 1996), and M. tahoensis (Evans 1995, 1998). This suggests that although workers in these species can assess within-colony relatedness, they do not appear to respond to it in the context of the conflict over male parentage (Walin et al. 1998; Hammond et al. 2003).

The lack of association between kin structure and the degree of male parentage by workers indicates that factors others than relatedness effectively act as a brake on worker reproduction. The finding of no significant effect of colony size on WPM suggests that the ratio of queens to workers is not an important general factor regulating reproductive division of labor in social Hymenoptera. The low instance of worker reproduction is therefore unlikely to be the consequence of queens using aggression or pheromones to suppress worker reproduction, except, perhaps, in the few species with very small numbers of workers (e.g., Strassmann et al. 2003).

Most importantly, unchecked worker reproduction is likely to reduce overall colony productivity and may therefore reduce the average fitness of colony members. For example, reproductive workers have been found to spend time engaged in dominance interactions and egg-laying (Cole 1986) that otherwise would be used for foraging and brood rearing. Unchecked worker reproduction could also cause a “tragedy of the commons” (Hardin 1968; Frank 1995, 1996), because there would be more male brood than can be reared by the colony. If queens conceal the sex of their eggs (Nonacs 1993), these costs may also include workers mistakenly replacing queen-laid diploid eggs with their own male eggs. Furthermore, costs incurred by workers biasing colony sex ratios can select for worker-policing behavior (Foster and Ratnieks 2001b). Theory shows that these costs do not have to be large for worker-policing and self-restraint to be selected (Ratnieks 1988).

Our data showed considerable variation across species in the origin of males, raising the question, what are the factors underlying interspecific variation in male parentage? The efficiency hypothesis predicts that the extent of worker-produced males should depend largely on the shape and slope of the function relating colony productivity and worker efficiency. This property is expected to vary across species, and it is conceivable that closely related species, which are likely to live in similar habitats and have similar life histories, also have similar functions relating colony productivity and worker efficiency. Consistent with this prediction, our analysis revealed a significant phylogenetic signal, with closely related species being more similar in terms of the origin of males than expected by chance. Importantly, this similarity was not due to a greater similarity in kin structure and colony size between closely related species, because these two factors had no significant effect on the origin of males.

Previous evidence for the view that the relatedness hypothesis can account for variation in male parentage comes mostly from matched comparisons between honey bees (genus Apis) and singly mated stingless bees (tribe Meliponini) (Ratnieks 1988; Peters et al. 1999) and comparisons within vespine wasps (Foster and Ratnieks 2001c). However, a closer inspection of these matched comparisons reveals problems. In the matched comparison with honey bees, stingless bees are generally assumed to have worker-produced males. However, there is considerable variation in levels of worker reproduction, with males in the majority of species being exclusively queen-produced (Figure 1). Moreover, workers of some stingless bee species are completely sterile (Suka and Inoue 1993; Boleli et al. 2000), indicating that considering stingless bees as a taxon with generalized worker reproduction is not warranted. Similarly, the matched comparison in vespine wasps also has problems. It is true that males are queen-produced, and that workers police one another in Vespula vulgaris, a species in which queens are multiply mated (Foster and Ratnieks 2001a), whereas at least some males are worker-produced in Dolichovespula, a species in which queens are singly mated (Foster et al. 2001). However, the wasp most basal in the phylogeny (Vespa crabro) is singly mated, yet males are all queen-produced because workers police one another (Foster et al. 2000, 2002). Considering Vespa, Vespula, and Dolichovespula together, the most parsimonious explanation is that worker-policing is the ancestral state in vespines and it has been lost, or at least reduced, in Dolichovespula. In short, neither of these traditional lines of support for the relatedness hypothesis stand up to close scrutiny.

In conclusion, our comparative analysis does not support relatedness as the general explanation of patterns of male parentage and occurrence of worker-policing in social Hymenoptera. The concentration of published examples of worker-policing in multiply mated bees and wasps probably reflects the influence of the relatedness hypothesis on the selection of study taxa, rather than relatedness being the ultimate explanation of worker-policing. Moreover, recent studies have revealed worker-policing in species in which the relatedness hypothesis predicts males to be produced by workers (Kikuta and Tsuji 1999; Foster et al. 2002; Hartmann et al. 2003; Iwanishi et al. 2003). We conclude that costs associated with worker reproduction are likely to be significant and variation in these costs to be the main factor underlying differences across species in the origin of males. Experimental investigations of the colony-level costs of worker reproduction have begun (Lopez-Vaamonde et al. 2003). More are needed. It will also be important to conduct behavioral assays to determine whether worker-policing, by either egg-eating or aggression toward workers with developing ovaries, is responsible for the lack of worker reproduction in the stingless bee genera Trigona and Plebeia. Finally, we would like to stress that the finding that kin structure alone cannot account for the intra- and interspecific variation in male parentage does not amount to saying that kin structure is unimportant. Rather, it may work in concert with costs as a force influencing patterns of male parentage in social insects. Thus, this study reveals greater harmony and more complex regulation of reproduction in social insect colonies than that expected from simple theoretical expectations based on relatedness alone.

Materials and Methods

Male parentage .

For all analyses, the response variable was WPM (see Table 1). For almost all studies, estimates of WPM took into account the power of the genetic markers to detect worker reproduction using either exclusion (Foster et al. 2001) or maximum likelihood approaches (Arévalo et al. 1998). Where this type of analysis was not included in the original paper we reanalyzed data using the exclusion-based approach of Foster et al. (2001). Specific details of how we treated data are given for each species in Protocol S1.

With comparative analyses there is always the difficult question of deciding “quality control” criteria to ensure that data are reliable and comparable. We collated data from published, in-press, and unpublished sources where colony genetic structure and male parentage were known accurately from molecular genetic markers. We restricted our survey to those including molecular genetic data, because recent genetic studies have shown that colony kin structures inferred from behavioral observations are often incorrect (e.g., mating frequency in Leptothorax nylanderi c.f. Plateaux 1981; Foitzik et al. 1997; Foster and Ratnieks 2001c), and in some social insect taxa (e.g., stingless bees and ants), workers lay trophic eggs that mistakenly could be counted as reproductive (Bourke 1988). We also restricted our analysis to queen-containing (queenright) colonies and species in which workers have ovaries. We did this because our aim was to investigate the outcome of worker–queen and worker–worker conflict. For those studies that included data on both queenright and queenless colonies, we considered male parentage in queenright colonies only (Protocol S1; e.g., Vespula germanica [Goodisman et al. 2002]). For all but two species, Leptothorax unifaciatus and Epimyrma ravouxi (L. Keller, J. Heinze, and A. F. G. Bourke, unpublished data), data were for adult or pupal males. For these two exceptional species, we had estimates of WPM at only the egg stage. However, as we found few worker-laid male eggs in both species (see Table 1), our estimate of WPM at the egg stage most likely reflected WPM in adults. In our comparative analyses we used log10WPM.

Colony genetic structure .

We made predictions about the parentage of males based on colony kin structure by calculating rdiff, the theoretical difference in relatedness of workers to queen- (rw–qm) and to worker-produced males (rw–wm) (see Table 1). The relatedness hypothesis predicts that if rdiff is positive, males are worker-produced, and if rdiff is negative, males are queen-produced, because workers should police one another. For colonies headed by single queens, where variation in colony genetic structure is caused by variation in the effective mating frequency of queens (Pamilo 1993), we calculated rdiff as (2rw–w – 1)/4, where rw–w is the relatedness among adult workers. For species with variation in queen number (polygyny), predictions about worker reproduction are more complicated because both queen number and queen relatedness are important (Pamilo 1991). For these species, we estimated rdiff from the actual relatedness of workers to queens (rw–q) and among workers (rw–w) as rdiff = (rw–wrw–q)/2. In our comparative analyses we used rdiff as a continuous explanatory variable, or we coded rdiff categorically as one when rdiff was greater than zero (worker-produced males predicted), or as zero when rdiff was less than zero (queen-produced males predicted).

Colony size .

We defined colony size as the number of adult workers per nest (nw; see Table 1). Where only ranges of worker number were given, we took the midpoint value, and if more than one estimate was available, we combined data by calculating unweighted means. In our comparative analysis we used log10nw as an explanatory variable.

Comparative analysis .

We constructed an ant, bee, and wasp phylogeny (see Figure 1) by combining published phylogenies. For ants, we based our phylogeny on Keller and Genoud's (see Figure 3 in Keller and Genoud [1997]), which we modified in light of a recent combined molecular and morphological phylogeny (Ward and Brady 2003); for bees, we based it on a combined DNA and morphological phylogeny (see Figure 5 in Cameron and Mardulyn [2001]), and for wasps, on a morphological and behavioral phylogeny (Smith et al. 2001). In addition, we added phylogenetic details for the Meliponini (stingless bees) following Velthuis (1997), and for leptothoracine ants, we used the molecular phylogeny of Baur et al. (1996). We placed bees basal to ants and wasps (see Figure 1) (Brothers and Carpenter 1993; Brothers 1999). We set all branch lengths equal, corresponding to a punctuational view of evolutionary change, and we considered ambiguous nodes to be unresolved. Using this tree, we tested the assumption of the phylogenetic independence of our three variables (log10WPM, rdiff, and log10nw) by a test for serial independence (Abouheif 1999) calculated by the program Phylogenetic Independence (Reeve and Abouheif 2003). For these analyses, we rotated nodes within our dataset 10,000 times and randomly shuffled our data 10,000 times to generate our null distribution. As all three variables showed significant phylogenetic nonindependence (see Results), we used Felsenstein's method of independent contrasts in our comparative analyses (Felsenstein 1985).

Analyses using rdiff coded categorically were carried out using the “Brunch” algorithm in CAIC (Purvis and Rambaut 1995), whereas analyses using rdiff and log10nw coded as continuous variables were analyzed using the program PDTREE (Garland et al. 1999; Garland and Ives 2000). We tested Brunch analyses for significance by comparing the mean independent contrast against zero using t-tests. We tested for the significance of contrasts generated by PDTREE by regression through the origin. We did not reduce the number of degrees of freedom (df), as has been suggested for phylogenies containing polytomies (Purvis and Garland 1993), because none of our analyses were significant without such adjustment. Power analyses (see below) were calculated using R ( All other statistical tests were performed using SPSS (version 11).

We tested the hypothesis that colony kin structure determines patterns of male parentage both when within-species variation in kin structure was ignored and when it was included. In our first set of two analyses, we used estimates of WPM and rdiff that were mean values for each species. We calculated independent contrasts between log10WPM and rdiff, and with rdiff coded as a categorical variable. In our second set of two analyses, we included within-species variation in colony genetic structure that was present in seven species because of facultative variation in queen number or queen mating frequency (see Table 1). We did this by calculating rdiff per colony and grouping colonies into those where rdiff was positive (worker-production of males was predicted), and those where rdiff was negative (males were predicted to be queen-produced because of worker-policing). We then estimated WPM for each group. We modified the phylogeny by adding an additional bifurcation at the tips corresponding to these seven species (see Figure 1). Although it is not necessary to control for phylogeny when testing hypotheses within species, doing so enabled us to combine evidence from within- and among-species comparisons (Garland et al. 1992). Using our modified dataset, we calculated independent contrasts between log10WPM and rdiff, and with rdiff coded as a categorical variable.

We tested the role of colony size in two ways. First, we ignored any effect of relatedness and simply compared contrasts in log10WPM with contrasts in log10nw. Second, we controlled for relatedness by limiting our analysis to species in which workers were more related to worker- than to queen-produced males (i.e., rdiff was positive), and then compared contrasts in log10WPM with contrasts in log10nw in this subset of the data.

Statistical power .

To investigate the power of our analysis, we first determined the expected relationship between WPM and rdiff in our dataset. To do that we set WPM to 0% when rdiff was less than zero, to 100% when rdiff was greater than zero, and to 50% when rdiff was equal to zero. An analysis of independent contrasts based on this hypothetical relationship gave a highly significant relationship between WPM and rdiff both when within-species variation was ignored (β = 5.48, t = 6.57, df = 48, p < 0.0001) and included (β = 6.59, t = 9.12, df = 55, p < 0.0001). On the basis of these slopes, we conducted a power analysis by assuming two types of effects. We considered rdiff to have a “large” effect on WPM when β was greater than 4.0, and a “moderate” effect when β was between 2.0 and 4.0. To test the power that our analysis had to detect a large and moderate effect, we used the model y = βx + “resampled residual of y,” where x is the observed standardized contrast in rdiff and “resampled residual of y” is the residual of y estimated by resampling the distribution of residuals from our observed regressions through the origin. From this model, we defined power as the proportion of regressions (forced through the origin) in 1,000 simulated datasets that were significant at α ≤ 0.05 for a given slope β (the effect size). We investigated how power varied with effect size by increasing β incrementally from 1 to 5 in steps of 0.1 (see Figure 3).

Supporting Information

Protocol S1. Details of Data Selection Methods and Sources

A detailed synopsis of how data used in this paper were selected from published and unpublished sources.

(86 KB DOC).


We thank the following people for help in compiling the data: Andrew Bourke, Mark Brown, Anne Dollin, Jay Evans, Michael Goodisman, Else Fjerdingstad, Kevin Foster, Juergen Heinze, Joan Herbers, Michael Henshaw, Ben Oldroyd, Robert Paxton, Matthias Sanetra, Lotta Sundtröm, Eva Tóth, Palle Villesen, and Tom Wenseleers. We thank Ted Garland and Nick Isaac for advice on the comparative analysis and Jerome Goudet for help in estimating the power of our analyses. Michel Chapuisat, Sara Helms Cahan, Kevin Foster, Max Reuter, Tom Wenseleers, three anonymous referees, and the academic editor kindly gave us comments on previous versions of the manuscript. This work was funded by the European Union “Improving Human Potential” research-training network “INSECTS” under contract HPRN-CT-2000-00052.

Author Contributions

RH and LK conceived and designed the experiments. RH analyzed the data. RH and LK wrote the paper.


  1. 1. Abouheif E (1999) A method for testing the assumption of phylogenetic independence in comparative data. Evol Ecol Res 1: 895–909.
  2. 2. Arévalo E, Strassmann JE, Queller DC (1998) Conflicts of interest in social insects: Male production in two species of Polistes. Evolution 52: 797–805.
  3. 3. Baur A, Sanetra M, Chalwatzis N, Buschinger A, Zimmermann FK (1996) Sequence comparisons of the internal transcribed spacer region of ribosomal genes support close relationships between parasitic ants and their respective host species (Hymenoptera: Formicidae). Insectes Soc 43: 53–67.
  4. 4. Beig D (1972) The production of males in queenright colonies of Trigona (Scaptotrigona) postica. J Apicult Res 11: 33–39.
  5. 5. Boleli IC, Paulino-Simões ZL, Bitondi MMG (2000) Regression of the lateral oviducts during the larval–adult transformation of the reproductive system of Melipona quadrifasciata and Frieseomelitta varia. J Morphol 243: 141–151.
  6. 6. Bourke AFG (1988) Worker reproduction in the higher eusocial Hymenoptera. Q Rev Biol 63: 291–311.
  7. 7. Bourke AFG (1999) Colony size, social complexity and reproductive conflict in social insects. J Evol Biol 12: 245–257.
  8. 8. Brothers DJ (1999) Phylogeny and evolution of wasps, ants and bees (Hymenoptera, Chrysidoidea, Vespoidea and Apoidea). Zool Scr 28: 233–249.
  9. 9. Brothers DJ, Carpenter JM (1993) Phylogeny of the Aculeata: Chrysidoidea and Vespoidea (Hymenoptera). J Hymenopt Res 2: 227–304.
  10. 10. Brown MJF, Schmid-Hempel R, Schmid-Hempel P (2003) Queen-controlled sex ratios and worker reproduction in the bumble bee Bombus hypnorum as revealed by microsatellites. Mol Ecol 12: 1599–1605.
  11. 11. Brown WD, Keller L, Sundström L (2002) Sex allocation in mound-building ants: The roles of resources and queen replenishment. Ecology 83: 1945–1952.
  12. 12. Cameron SA, Mardulyn P (2001) Multiple molecular data sets suggest independent origins of highly eusocial behavior in bees (Hymenoptera: Apinae). Syst Biol 50: 194–214.
  13. 13. Chan GL, Bourke AFG (1994) Split sex ratios in a multiple-queen ant population. Proc R Soc Lond B Biol Sci 258: 261–266.
  14. 14. Chan GL, Hingle A, Bourke AFG (1999) Sex allocation in a facultatively polygynous ant: Between-population and between-colony variation. Behav Ecol 10: 409–421.
  15. 15. Choe JC (1988) Worker reproduction and social evolution in ants (Hymenoptera: Formicidae). In: Trager JC, editor. Advances in myrmecology. Leiden (The Netherlands): EJ Brill. pp. 163–187.
  16. 16. Cole BJ (1986) The social behavior of Leptothorax allardycei (Hymenoptera, Formicidae): Time budgets and the evolution of worker reproduction. Behav Ecol Sociobiol 18: 165–173.
  17. 17. Drumond PM, Oldroyd BP, Osborne K (2000) Worker reproduction in Austroplebeia australis Friese (Hymenoptera, Apidae, Meliponini). Insectes Soc 47: 333–336.
  18. 18. Estoup A, Solignac M, Cornuet JM (1994) Precise assessment of the number of patrilines and of genetic relatedness in honeybee colonies. Proc R Soc Lond B Biol Sci 258: 1–7.
  19. 19. Evans JD (1995) Relatedness threshold for the production of female sexuals in colonies of a polygynous ant, Myrmica tahoensis as revealed by microsatellite DNA analysis. Proc Natl Acad Sci U S A 92: 6514–6517.
  20. 20. Evans JD (1996) Queen longevity, queen adoption, and posthumous indirect fitness in the facultatively polygynous ant Myrmica tahoensis. Behav Ecol Sociobiol 39: 275–284.
  21. 21. Evans JD (1998) Parentage and sex allocation in the facultatively polygynous ant Myrmica tahoensis. Behav Ecol Sociobiol 44: 35–42.
  22. 22. Felsenstein J (1985) Phylogenies and the comparative method. Am Nat 125: 1–15.
  23. 23. Fjerdingstad EJ, Gertsch PJ, Keller L (2002) Why do some social insect queens mate with several males? Testing the sex-ratio manipulation hypothesis in Lasius niger. Evolution 56: 553–662.
  24. 24. Fjerdingstad EJ, Gertsch PJ, Keller L (2003) The relationship between multiple mating by queens, within-colony genetic variability and fitness in the ant Lasius niger. J Evol Biol 16: 844–853.
  25. 25. Foitzik S (1998) Population structure and sex allocation in the ant Leptothorax nylanderi. [dissertation]. Würzburg: University of Würzburg. 105 p.
  26. 26. Foitzik S, Heinze J (2001) Microgeographic genetic structure and intraspecific parasitism in the ant Leptothorax nylanderi. Ecol Entomol 26: 449–456.
  27. 27. Foitzik S, Herbers JM (2001) Colony structure of a slavemaking ant. I. Intracolony relatedness, worker reproduction, and polydomy. Evolution 55: 307–315.
  28. 28. Foitzik S, Haberl M, Gadau J, Heinze J (1997) Mating frequency of Leptothorax nylanderi ant queens determined by microsatellite analysis. Insectes Soc 44: 219–227.
  29. 29. Foster KR, Ratnieks FLW (2000) Facultative worker policing in a wasp. Nature 407: 692–693.
  30. 30. Foster KR, Ratnieks FLW (2001a) Convergent evolution of worker policing by egg eating in the honeybee and common wasp. Proc R Soc Lond B Biol Sci 268: 169–174.
  31. 31. Foster KR, Ratnieks FLW (2001b) The effect of sex-allocation biasing on the evolution of worker policing in Hymenopteran societies. Am Nat 158: 615–623.
  32. 32. Foster KR, Ratnieks FLW (2001c) Paternity, reproduction and conflict in vespine wasps: A model system for testing kin selection predictions. Behav Ecol Sociobiol 50: 1–8.
  33. 33. Foster KR, Ratnieks FLW, Raybould AF (2000) Do hornets have zombie workers? Mol Ecol 9: 735–742.
  34. 34. Foster KR, Ratnieks FLW, Gyllenstrand N, Thorén PA (2001) Colony kin structure and male production in Dolichovespula wasps. Mol Ecol 10: 1003–1010.
  35. 35. Foster KR, Gulliver J, Ratnieks FLW (2002) Worker policing in the European hornet Vespa crabro. Insectes Soc 49: 41–44.
  36. 36. Frank SA (1995) Mutual policing and the repression of competition in the evolution of cooperative groups. Nature 377: 520–522.
  37. 37. Frank SA (1996) Policing and group cohesion when resources vary. Anim Behav 52: 1163–1169.
  38. 38. Freckleton RP, Harvey PH, Pagel M (2002) Phylogentic analysis and comparative data: A test and review of the evidence. Am Nat 160: 712–726.
  39. 39. Garland TJ, Ives AR (2000) Using the past to predict the present: Confidence intervals for regression equations in phylogenetic comparative methods. Am Nat 155: 346–364.
  40. 40. Garland TJ, Harvey PH, Ives AR (1992) Procedures for the analysis of comparative data using phylogentically independent contrasts. Syst Biol 41: 18–32.
  41. 41. Garland TJ, Midford PE, Ives AR (1999) An introduction to phylogentically based statistical methods, with a new method for confidence intervals on ancestral values. Am Zool 39: 374–388.
  42. 42. Goodisman MAD, Matthews RW, Crozier RH (2002) Mating and reproduction in the wasp Vespula germanica. Behav Ecol Sociobiol 51: 497–502.
  43. 43. Green CL, Oldroyd BP (2002) Queen mating frequency and maternity of males in the stingless bee Trigona carbonaria Smith. Insectes Soc 49: 196–202.
  44. 44. Greene A (1991) Dolichovespula and Vespula. In: Ross KG, Mathews RW, editors. The social biology of wasps. Ithaca (New York): Cornell University Press. pp. 263–305.
  45. 45. Halling LA, Oldroyd BP, Wattanachaiyingcharoen W, Barron AB, Nanork P, et al. (2001) Worker policing in the bee Apis florea. Behav Ecol Sociobiol 49: 509–513.
  46. 46. Hamilton WD (1964) The genetical evolution of social behaviour, I, II. J Theor Biol 7: 1–52.
  47. 47. Hammond RL, Bruford MW, Bourke AFG (2002) Ant workers selfishly bias sex ratios by manipulating female development. Proc R Soc Lond B Biol Sci 269: 173–178.
  48. 48. Hammond RL, Bruford MW, Bourke AFG (2003) Male parentage does not vary with colony kin structure in a multiple-queen ant. J Evol Biol 16: 446–455.
  49. 49. Hardin G (1968) The tragedy of the commons. Science 162: 1243–1248.
  50. 50. Hartmann A, Wantia J, Torres JA, Heinze J (2003) Worker policing without genetic conflicts in a clonal ant. Proc Natl Acad Sci U S A 100: 12836–12840.
  51. 51. Hastings MD, Queller DC, Eischen F, Strassmann JE (1998) Kin selection, relatedness, and worker control of reproduction in a large-colony epiponine wasp, Brachygastra mellifica. Behav Ecol 9: 573–581.
  52. 52. Heard TA, Dollin A (1998) Crop pollination with Australian stingless bees. In: Native bees of Australia Series Booklet 6. Sydney: Australian Native Bee Research Centre. pp. 2–17.
  53. 53. Heinze J, Foitzik S, Oberstadt B, Rüppell O, Hölldobler B (1999) A female caste specialized for the production of unfertilized eggs in the ant Crematogaster smithi. Naturwissenschaften 86: 93–95.
  54. 54. Heinze J, Strätz M, Pedersen JS, Haberl M (2000) Microsatellite analysis suggests occassional worker reproduction in the monogynous ant Crematogaster smithi. Insectes Soc 47: 299–301.
  55. 55. Henshaw MT, Strassmann JE, Quach SQ, Queller DC (2000) Male production in Parachartergus colobopterus a neotropical, swarm-founding wasp. Ethol Ecol Evol 12: 161–174.
  56. 56. Henshaw MT, Queller DC, Strassmann JE (2002) Control of male production in the swarm-founding wasp, Polybioides tabidus. J Evol Biol 15: 262–268.
  57. 57. Herbers JM, Mouser RL (1998) Microsatellite DNA markers reveal details of social structure in forest ants. Mol Ecol 7: 299–306.
  58. 58. Hölldobler B, Wilson EO (1990) The ants. Berlin: Springer Verlag. 732 p.
  59. 59. Iwanishi S, Hasegawa E, Ohkawara K (2003) Worker oviposition and policing behaviour in the myrmicine ant Aphaenogaster smythiesi japonica Forel. Anim Behav 66: 513–519.
  60. 60. Keller L, editor. (1999) Levels of selection in evolution. Princeton (New Jersey): Princeton University Press. 272 p.
  61. 61. Keller L, Genoud M (1997) Extraordinary lifespans in ants: A test of evolutionary theories of ageing. Nature 389: 958–960.
  62. 62. Kikuta N, Tsuji K (1999) Queen and worker policing in the monogynous and monandrous ant, Diacamma sp. Behav Ecol Sociobiol 46: 180–189.
  63. 63. Lindauer M, Kerr WE (1958) Die gegenseitige Verständigung bei den stachellosen Bienen. Z Vergl Physiol 41: 405–434.
  64. 64. Lindauer M, Kerr WE (1960) Communication between the workers of stingless bees. Bee World 41: 29–71.
  65. 65. Lopez-Vaamonde C, Koning JW, Jordan WC, Bourke AFG (2003) No evidence that reproductive bumblebee workers reduce the production of new queens. Anim Behav 56: 577–584.
  66. 66. Machado MFPS, Contel EPB, Kerr WE (1984) Proportion of males sons-of-the-queen and sons-of-workers in Plebeia droryana (Hymenoptera, Apidae) estimated from data of an MDH isozymic polymorphic system. Genetica 65: 193–198.
  67. 67. Maynard-Smith J, Szathmáry E (1995) The major transitions in evolution. New York: Freeman. 360 p.
  68. 68. Michod RE, Roze D (2001) Cooperation and conflict in the evolution of multicellularity. Heredity 86: 1–7.
  69. 69. Monnin T, Ratnieks FLW (2001) Policing in queenless ponerine ants. Behav Ecol Sociobiol 50: 97–108.
  70. 70. Nonacs P (1993) Male parentage and sexual deception in the social Hymenoptera. In: Wrensch DL, Ebbert MA, editors. Evolution and diversity of sex ratio in insects and mites. New York: Chapman and Hall. pp. 384–401.
  71. 71. Oldroyd BP, Halling LA, Good G, Wattanachaiyingcharoen W, Barron AB, et al. (2001) Worker policing and worker reproduction in Apis cerana. Behav Ecol Sociobiol 50: 371–377.
  72. 72. Palmer KA, Oldroyd BP (2000) Evolution of multiple mating in the genus Apis. Apidologie 31: 235–248.
  73. 73. Palmer KA, Oldroyd BP, Quezada-Euán JJG, Paxton RJ, May-Itza WdJ (2002) Paternity frequency and maternity of males in some stingless bee species. Mol Ecol 11: 2107–2113.
  74. 74. Pamilo P (1991) Evolution of colony characteristics in social insects. II. Number of reproductive individuals. Am Nat 138: 412–433.
  75. 75. Pamilo P (1993) Polyandry and allele frequency differences between the sexes in the ant Formica aquilonia. Heredity 70: 472–480.
  76. 76. Paxton RJ, Thorén PA, Estoup A, Tengö J (2001) Queen-worker conflict over male production and the sex ratio in a facultatively polyandrous bumblebee, Bombus hypnorum The consequences of nest usurpation. Mol Ecol 10: 2489–2498.
  77. 77. Paxton RJ, Bego LR, Shah MM, Mateus S (2003) Low mating frequency of queens in the stingless bee Scaptotrigona postica and worker maternity of males. Behav Ecol Sociobiol 53: 174–181.
  78. 78. Peters JM, Queller DC, Imperatriz-Fonseca VL, Roubik DW, Strassmann JE (1999) Mate number, kin selection and social conflicts in stingless bees and honeybees. Proc R Soc Lond B Biol Sci 266: 379–384.
  79. 79. Plateaux L (1981) The pallens morph of the ant Leptothorax nylanderi description, formal genetics, and study of populations. In: Howse PE, Clément JL, editors. Biosystematics of social insects. New York: Academic Press. pp. 63–74.
  80. 80. Purvis A, Garland TJ (1993) Polytomies in comparative analyses of continuous characters. Syst Biol 42: 569–575.
  81. 81. Purvis A, Rambaut A (1995) Comparative analysis by independent contrasts (CAIC): An Apple Macintosh application for analysing comparative data. Comp Appl Biosci 11: 247–251.
  82. 82. Queller DC (2000) Relatedness and the fraternal major transitions. Phil Trans R Soc B Biol Sci 355: 1647–1655.
  83. 83. Ratnieks FLW (1988) Reproductive harmony via mutual policing by workers in eusocial Hymenoptera. Am Nat 132: 217–236.
  84. 84. Ratnieks FLW, Visscher PK (1989) Worker policing in the honeybee. Nature 342: 796–797.
  85. 85. Reeve J, Abouheif E (2003) Phylogenetic independence, version 2.0. Department of Biology, McGill University, Montreal, Canada.
  86. 86. Sanetra M, Crozier RH (2001) Polyandry and colony genetic structure in the primitive ant Nothomyrmecia macrops. J Evol Biol 14: 368–378.
  87. 87. Seeley TD, Seeley RH, Akratanakul P (1982) Colony defense strategies of the honeybees in Thailand. Ecol Monogr 52: 43–63.
  88. 88. Smith AR, O'Donnell S, Jeanne RL (2001) Correlated evolution of colony defence and social structure: A comparative analysis in eusocial wasps (Hymenoptera: Vespidae). Evol Ecol Res 3: 331–344.
  89. 89. Snyder LE, Herbers JM (1991) Polydomy and sexual allocation ratios in the ant Myrmica punctiventris. Behav Ecol Sociobiol 28: 409–415.
  90. 90. Starr CK (1984) Sperm competition, kinship, and sociality in the aculeate Hymenoptera. In: Smith RL, editor. Sperm competition and the evolution of animal mating systems. Orlando (Florida): Academic Press. pp. 427–464.
  91. 91. Strassmann JE, Nguyen JS, Arévalo E, Cervo R, Zacchi F, et al. (2003) Worker interests and male production in Polistes gallicus, a Mediterranean social wasp. J Evol Biol 16: 254–259.
  92. 92. Suka T, Inoue T (1993) Nestmate recognition of the stingless bee Trigona (Tetragonula) minangkabau (Apidae: Meliponinae). J Ethol 11: 141–147.
  93. 93. Sundström L, Chapuisat M, Keller L (1996) Conditional manipulation of sex ratios by ant workers: A test of kin selection theory. Science 274: 993–995.
  94. 94. Tóth E, Queller DC, Imperatriz-Fonseca VL, Strassmann JE (2002a) Genetic and behavioral conflict over male production between workers and queens in the stingless bee Paratrigona subnuda. Behav Ecol Sociobiol 53: 1–8.
  95. 95. Tóth E, Strassmann JE, Nogueira-Neto P, Imperatriz-Fonseca VL, Queller DC (2002b) Male production in stingless bees: Variable outcomes of queen–worker conflict. Mol Ecol 11: 2661–2667.
  96. 96. Tóth E, Strassmann JE, Imperatriz-Fonseca VL, Queller DC (2003) Queens, not workers, produce the males in the stingless bee Schwarziana quadripunctata quadripunctata. Anim Behav 66: 359–368.
  97. 97. Tóth E, Queller DC, Dollin A, Strassmann JE (2004) Conflict over male production in stingless bees. Insectes Soc 51: 1–11.
  98. 98. van Benthem FDJ, Imperatriz-Fonseca VL, Velthuis HHW (1995) Biology of the stingless bee Plebeia remota (Holmberg): Observations and evolutionary implications. Insectes Soc 42: 71–87.
  99. 99. Velthuis HHW (1997) The biology of stingless bees. Utrecht (The Netherlands): Utrecht University. 33 p.
  100. 100. Villesen P, Boomsma JJ (2003) Patterns of male-parentage in the fungus-growing ants. Behav Ecol Sociobiol 53: 246–253.
  101. 101. Villesen P, Murakami T, Schultz TR, Boomsma JJ (2002) Identifying the transition between single and multiple mating of queens in fungus-growing ants. Proc R Soc Lond B Biol Sci 269: 1541–1548.
  102. 102. Visscher PK (1996) Reproductive conflict in honey bees: A stalemate of worker egg-laying and policing. Behav Ecol Sociobiol 39: 237–244.
  103. 103. Walin L, Sundström L, Seppä P, Rosengren R (1998) Worker reproduction in ants—A genetic analysis. Heredity 81: 604–612.
  104. 104. Ward PS, Brady SG (2003) Phylogeny and biogeography of the ant subfamily Myrmeciinae (Hymenoptera: Formicidae). Invertebr Syst 17: 361–386.
  105. 105. Wattanachaiyingcharoen W, Oldroyd BP, Good G, Halling L, Ratnieks FLW, et al. (2002) Lack of worker reproduction in the giant honey bee Apis dorsata Fabricius. Insectes Soc 49: 80–85.
  106. 106. Whitfield J (2002) The police state. Nature 414: 782–784.
  107. 107. Wille A, Michener CD (1973) The nest architecture of stingless bees with special reference to those of Costa Rica. Rev Biol Trop 21: (Suppl 1)1–278.
  108. 108. Woyciechowski M, Lomnicki A (1987) Multiple mating of queens and the sterility of workers among eusocial Hymenoptera. J Theor Biol 128: 317–327.