A nim. Behav., 1998, 55, 737–744
Producers, scroungers and the price of a free meal
E SA R A N T A *, N I N A P E U H K U R I *, H E I K K I H I R VO N E N * &
C H R I ST O P H E R J . BA R N A R D †
*Integrative Ecology Unit, Department of Ecology and S ystematics, University of H elsinki
†Behaviour and Ecology R esearch Group, S chool of Biology, University of N ottingham
( R eceived 3 December 1996; initial acceptance 31 January 1997;
final acceptance 21 July 1997; M S . number: 5404)
Abstract. In social foraging, scroungers take a disproportionately large share of the food found relative
to their own food-searching efforts, while producers find more food than they manage to monopolize.
We present a model of social foraging acknowledging the finder’s advantage and foraging role
asymmetries among individuals but incorporating the possibility that producers and scroungers differ in
vigilance level and in vulnerability to predators. This allows simultaneous examination of both foraging
benefits and anti-predatory aspects of grouping behaviour. Instead of seeking for equal payoff
conditions, we first look for groups in which foraging character combinations and anti-predatory
properties of producers and scroungers minimize the phenotype-specific predation hazard over
food-intake rate, R i /I i, that is, fixed phenotype R i /I i minima. In the second approach, we allow
individuals to change their foraging status to achieve lower R i /I i and look for combinations where it no
longer pays for either producers or scroungers to change their roles, that is, evolutionarily stable group
compositions, ESS. Various character combinations allow the phenotype-specific minima. In most
cases, however, producers’ and scroungers’ minima are achievable only in different group compositions.
The ESS combinations of producers and scroungers deviate widely from those combinations yielding
phenotype-specific minima of R i /I i. If individuals are allowed to be flexible in adopting either a producer
or a scrounger role, ESS group compositions will emerge, even though they are more expensive for both
producers and scroungers in terms of R i /I i than group compositions yielding the phenotype-specific
? 1998 The Association for the Study of Animal Behaviour
R i /I i minima.
Both theoretical models and empirical evidence
suggest that grouping behaviour is favoured
owing to its foraging and anti-predatory benefits
to individuals (Bertram 1978; M agurran 1990;
Pitcher & Parrish 1993; R anta et al. 1994). F or
example, owing to information sharing, the rate of
patch finding speeds up and its variance reduces
with increasing group size (e.g. Caraco 1981;
Clark & M angel 1984; R anta et al. 1993). F urthermore, predation hazard is diluted with an increasing number of individuals in the group (Bertram
1978; F oster & Treherne 1981; M organ & G odin
1985). The probability of detecting a predator also
increases with group size because vigilance is
Correspondence: E. R anta, D epartment of Ecology and
Systematics, D ivision of Population Biology, P.O. Box
17, F IN -00014 U niversity of H elsinki, F inland (email:
esa.ranta@helsinki.fi). C. J. Barnard is at the School
of Biology, U niversity of N ottingham, N ottingham
N G 7 2R D , U .K .
0003–3472/98/030737+ 08 $25.00/0/ar970649
shared among group members (K enward 1978;
Caraco 1979; Thompson & Barnard 1983; but see
Elgar 1989).
Barnard & Sibly (1981) noted that group members may differ in their contribution to food
searching. Scroungers are individuals that make
disproportionately large use of the food found by
others relative to their own food-searching contribution, that is, scroungers exploit the resources
found by producers. According to theory, individuals with foraging-role asymmetries are expected
to associate together only when foraging payoffs
for producing and scrounging individuals match.
In such an equal payoff situation individuals of
neither phenotype, producer or scrounger, should
be more tempted to move to another foraging
group (Barnard & Sibly 1981; Parker 1984).
The producer–scrounger dichotomy has repeatedly gained attention in studies on social foraging
(Barnard & Sibly 1981; Barnard 1984; G iraldeau
? 1998 The Association for the Study of Animal Behaviour
737
738
A nimal Behaviour, 55, 3
et al. 1990, 1994; Vickery et al. 1991; R anta et al.
1996), and evidence shows that foraging individuals indeed assume such foraging role asymmetries (Barnard & Sibly 1981; R ohwer & Ewald
1981; G iraldeau et al. 1990, 1994). Curiously,
however, although anti-predatory benefits of
group living are evident (e.g. Bertram 1978;
Pulliam & Caraco 1984), these aspects have
largely been neglected in studies of producer–
scrounger relationships. Yet, it is likely that the
costs and benefits of group membership depend
not only on an individual’s food-intake rate but
also on its mortality risk from predation. As
several investigations have indicated, animals
appear to trade off maximizing energy intake and
minimizing predation hazard when making their
foraging decisions (Sih 1987; G illiam 1990; G odin
1990; Lima & D ill 1990; Sih & M oore 1990). This
could potentially influence the optimal ratio of
producer and scrounger phenotypes in a group
(Barnard & Thompson 1985).
We develop here a producer–scrounger model
that simultaneously incorporates both energetic
and survival probability aspects. Specifically, after
Barnard & Sibly (1981), we assume that producers
and scroungers differ in their food-finding ability
and in their tendency to exploit the food found by
others. We also assume that the patch-finder has
priority to some fraction of the food it has found
(the finder’s advantage; e.g. M angel 1990). F urthermore, we assume differences in vigilance for,
and in vulnerability to, predators between individuals of the two phenotypes. We then examine how
these differences influence the two phenotypes’
benefits in varying ratios of producers and
scroungers in an environment with patchy food
distribution. When investigating this, we follow
G illiam & F raser (1987) who assumed that the
optimal strategy is the one that minimizes the ratio
of mortality rate to feeding rate, given that an
individual’s feeding rate exceeds or equals some
arbitrary threshold value of needed energy intake.
We explore producer–scrounger group structures
with both fixed strategies (individuals being either
of the two phenotypes) and flexible strategies (individuals being able to adjust their foraging roles).
P RO D U CERS , S CRO U N GERS AN D
P RED ATIO N RIS K
Consider a population where individuals of producer (p) and scrounger (s) phenotypes can be
characterized by their tendency to search for food
patches, f i, their ability to compete for the food
found, ci, their level of vigilance for predators, vi,
and their vulnerability to predators, ui. Thus, for
any group with individuals of these foraging and
anti-predatory characters we denote n= np + ns. To
characterize phenotype-specific abilities of food
finding and competition we use the model by
R anta et al. (1996). The foraging environment
consists of randomly dispersed food patches with
a given number of food items per patch. Once one
individual in the group finds a patch of prey the
other group members benefit by gathering around
to exploit the prey items. F or the food-finding
efficiency of the group we write
A (np ,ns)= np f p + ns f s.
(1)
By definition, we assume f s [0, f p ], and as, after the
producer–scrounger theory (Barnard & Sibly
1981), producers should do most of the food
searching, we standardize f p = 1. Each individual’s
share of the food found depends on its competitive ability, ci = ci(np ,ns). Thus, the food intake
for an individual of phenotype i is (R anta et al.
1996):
I i = f i(np ,ns)#a+ ci(np ,ns)#(1"a)#A (np ,ns), (2)
where a is the finder’s share of the food found
(M angel 1990; G iraldeau et al. 1990, 1994;
Vickery et al. 1991) and i= p,s. Ever since Barnard
& Sibly (1981), the objective in the producer–
scrounger game has been, for any given group size
n= np + ns, to seek the combination of {np ,ns} that
will satisfy the equal payoff condition, I p = I s.
R ecently R anta et al. (1996) made an explicit
approach by incorporating f i and ci into the
search.
Our task here is to extend the model to include
aspects of anti-predatory behaviour of producers
and scroungers and their vulnerability to predation. We do this by assuming that scroungers, by
being vigilant for producers, are also more likely
than producers to detect predators. It follows that
when the proportion of scroungers in a group
decreases, the overall level of vigilance for predators levels off, especially if producers direct most
of their time and activity towards finding prey
patches. F or the phenotype-specific vigilance vi we
assume vp [0,vs], and, as above, for scroungers
we standardize vs = 1. The overall vigilance, as a
R anta et al.: Producers and scroungers
739
function of the group composition, thus has the
general form
V (np ,ns)= np vp + nsvs.
(3)
Analogously, for the vulnerability we write
U(np ,ns)= np up + nsus.
(4)
Producers and scroungers may match in vulnerability, up = us, (ui = 1) or they may differ, up > us,
(us = 1) or up < us, (up = 1).
Vulnerability here refers to some character that
may increase the likelihood that a predator
attacks an individual of one phenotype more
frequently than an individual of the other phenotype. F or example, if producers, while searching
for prey, are more active than scroungers, they
may attract a predator’s attention more than
scroungers. There is experimental evidence that
the presence of one or a few deviating individuals
among matching ones increases the overall interest of a predator towards the entire group
(Landeau & Terborgh 1986), which hence justifies
an approach like equation (4).
We assume that the benefit of the pooled vigilance of the group, V (np ,ns), will be shared equally
among all the members of the group, regardless of
their phenotypes. Assuming that vigilant individuals gain more from the vigilance, although a
realistic addition (e.g. F itzG ibbon 1989; Lima
1994; K rause & G odin 1996), would affect only
the level of the predation hazard to intake ratio
R i /I i in favour of the more vigilant phenotype, not
the p and s combinations where the R i /I i minima
are found. The pooled vulnerability, U(np ,ns), will
be weighted by the phenotype-specific vulnerabilities, ui (np ,ns). Thus, the phenotype-specific risk of
being killed by the predator has the form
G illiam & F raser (1987) suggested that individuals should minimize the ratio of mortality risk to
food intake. When the idea of minimizing risk
over food intake is applied to the producer–
scrounger problem, one should seek not the combination of {np ,ns} {f p ,f s} and {cp ,cs} that will
satisfy the equal payoff condition, I p = I s, but
rather the combination of {np ,ns} {f p ,f s} {cp ,cs}
{vp ,vs} and {up ,us} that will satisfy
In the following, we examine whether groups
of producers and scroungers exist that satisfy
equation (6). We include both fixed and flexible
strategies. With fixed strategies individuals are
either producers or scroungers, while the flexible
strategy allows individuals to switch between the
two strategies whenever they can thereby reducing
their R i /I i ratio.
We set out to solve equation (6) for both
producers and scroungers by using equation (2)
for phenotype-specific food-intake rates and equation (5) for the risk of being killed by the predator.
In principle, after the simplifications listed below,
we were seeking for the character combinations
f i, ci, vi, ui and n= np + ns that would minimize the
phenotype-specific predation risk over foodintake rate. F irst, for scroungers the f s values
ranged from 0 to 1, from no food seeking to food
seeking matching that of producers. Similarly, for
producers the vigilance vp ranged from 0 to 1.
After R anta et al. (1996), the competitive ability ci
of the worse competitor was set to 1, and that of
the better competitor was set to ci > 1. H ence, for
the matching pair we have cp = cs; otherwise cp = 1
and cs > 1, or cp > 1 and cs = 1. The same rationale
was followed for phenotype-specific vulnerability
ui to predators. We used the following feasible
parameter combinations for up , us, cp and cs:
up = us, cp = cs; up = us, cp < cs; up = us, cp > cs; up < us,
cp = cs; up < us, cp < cs; up < us, cp > cs; up > us, cp = cs;
up > us, cp < cs; and up > us, cp > cs. In half of the runs
we let the producers’ vigilance vp change from 0 to
1 in steps of 0.1; in the other half, the scroungers’
food searching f s was allowed to vary similarly.
This yielded 99 parameter combinations for both
cases. All the results presented here are for groups
of 10 individuals, as experiments indicated that
the conclusions are not sensitive to the foraging
group size (provided the groups are large enough).
RES U LTS
U nder the current model of food finding, equation
(2), producer–scrounger combinations that would
minimize the phenotype-specific predation risk
over food-intake ratios, R p /I p and R s /I s, are
attainable in mixed foraging groups of producers
and scroungers. F igure 1 shows examples of R p /I p
and R s /I s functions (with some combinations of
A nimal Behaviour, 55, 3
740
Scrounger's food searching, fs
1.0
Producer's vigilance, vp
u p = u s, c p = c s, fs = 0.1
v p = 0.1
u p = u s, c p < c s, fs = 0.1
v p = 0.1
u p < u s, c p < c s, fs = 0.7
v p = 0.7
u p > u s, c p < c s, fs = 0.7
v p = 0.7
0.8
0.6
0.4
0.2
0.0
1.0
0.8
0.6
Risk/Intake, R i/I i
0.4
0.2
0.0
1.0
0.8
0.6
0.4
0.2
0.0
1.0
0.8
0.6
0.4
0.2
0.0
0:10
5:5
10:0
0:10
5:5
10:0
Figure 1. Examples of predation hazard over food intake rate for producers (.) and scroungers (-) in a group of
foragers (n= 10). All possible producer:scrounger combinations are shown. M inima for phenotype-specific predation
risk:food-intake ratios R i /I i are indicated for producers (0) and scroungers (5) as well as the evolutionarily stable
strategy group composition (*). The selected parameter values are indicated in the left-hand panels (when
vulnerability to predators up = us and competitive ability cp = cs the value is 1, when up > us or cp > cs, or the other way
round, the smaller value is 1, the larger 2).
R anta et al.: Producers and scroungers
up , us, cp , cs and f s and vp ) for a group of n= 10
individuals. F or example, in F ig. 1, with up = us,
cp = cs and f s = 0.1, the fixed-phenotype R i /I i minimum for producers is met with np = ns = 5, while
for scroungers it is np = 6, ns = 4. The R s /I s function
with these character combinations is above the
R p /I p function. Thus, when a flexible switch in
foraging status is enabled, scrounging individuals
will switch to being producers until an evolutionarily stable strategy (ESS) group composition
np = 7, ns = 3 is reached and no one can gain by
changing foraging status. Similarly, the ESS
foraging group structure with flexible switching of
foraging roles can be assessed for all the up , us, cp ,
cs and f s and vp values evaluated (examples in
F ig. 1).
We found that in the majority of the cases
examined the minima of R p /I p and R s /I s were
achievable with different combinations of np and
ns in the foraging group (cf. F ig. 1). The group
composition matched for R p /I p and R s /I s minima
in two cases out of 99 when we evaluated the effect
of scrounger food-finding ability f s on the balanced number of producers and scroungers in the
foraging group. The corresponding number of
cases was five when we varied producer vigilance
vp . Another notable feature is that when the fixed
strategy is contrasted with the flexible strategy
they rarely agree (as already suggested in the
examples of F ig. 1), group composition usually
evolving away from the phenotype-specific R i /I i
minima even if these are attained at the same
group composition. H owever, if R p /I p and R s /I s
minima are reached at the same group composition and with equal minimum values, the group
composition at the shared minimum point is an
ESS composition.
When we tally the ESS group composition in
terms of the number of producers (number of
cases in parentheses) we get the following frequencies: 0(69), 1(6), 2(6), 3(3), 4(4), 5(4), 6(4),
7(5), 8(6), 9(5), 10(86). That is, the ESS combination was met in 78% of cases in all-producer or
all-scrounger groups. In the all-producer groups,
producers tend to be more vigilant than in mixed
foraging groups (0.56 versus 0.45; t 97 = 2.31,
P = 0.023); in scrounger-only groups, scroungers
also tend to have a higher level of food finding
than in mixed groups (0.586 versus 0.378;
t 97 = 3.50, P = 0.007)
With the fixed strategy, assuming that producers tolerate the presence of scroungers only when
741
the combination of np + ns yields the minimum of
R p /I p , the risk over intake cost for scroungers at
that group composition can be calculated. This is
the difference between the minimum of R s /I s and
R s /I s at the minimum of R p /I p . Similarly, when
the combination of np + ns is such that the minimum of R s /I s is reached, the risk over intake cost
can be calculated for producers, and the R i /I i
values reached in the ESS combinations can be
compared with those of the phenotype-specific
R i /I i minima. We summarized such differences
over the three scenarios of predator vulnerability
(up = us; up > us; up < us) and competition (cp = cs;
cp > cs; cp < cs) both for varying scrounger’s food
finding and for varying producer’s vigilance
explorations (F ig. 2). D eviations from the
phenotype-specific minima of R i /I i were often
larger for scroungers than for producers. H owever, a striking outcome is that the R i /I i ratios in
the ESS groups are systematically higher than
those of the fixed-strategy minima. This is especially true for the scrounging strategy (F ig. 2).
D IS CU S S IO N
Barnard & Sibly (1981) and R anta et al. (1996)
looked for group compositions enabling equal
payoffs, or matching food-intake rates, for producers and scroungers in mixed foraging groups.
H owever, while feeding, individuals are often
faced with the risk of being preyed upon by
predators. To behave adaptively, individuals
should be sensitive to this hazard and take it into
account when making foraging decisions (e.g.
Lima & D ill 1990). In consequence, when it comes
to choosing a foraging group, not only the foodintake rate but also the risk of predation in a given
group should be of importance. We have thus
enriched the producer–scrounger model with
aspects of anti-predatory behaviour and differences between producers and scroungers in their
vulnerability to predation.
G illiam & F raser (1987) modelled individuals’
selection of foraging habitat in terms of minimizing the ratio of mortality risk from predation to
food intake, with different levels of predation
hazard and food abundance. M inimizing such a
currency, R i /I i, was proposed as an alternative
to maximizing net energy gain when predation
hazard differed between food patches (G illiam &
F raser 1987). We applied the min(R i /I i) rule to the
A nimal Behaviour, 55, 3
742
Scrounger's food searching
fs [0,1]
(a)
Producer's vigilance
vp [0,1]
(b)
Vulnerability
1.5
1
0
up = us up > us up < us
up = us up > us up < us up = us up > us up < us
up = us up > us up < us
1.5
(c)
(d)
Competition
Relative difference
0.5
1
0.5
0
cp = cs cp > cs cp < cs
ESS
cp = cs cp > cs cp < cs cp = cs cp > cs cp < cs
Min(R i/l i)
ESS
cp = cs cp > cs cp < cs
Min(R i/l i)
Figure 2. R elative difference (X &95% confidence interval) between the predation risk:food-intake ratio R i /I i and
R i /I i minimum for producers (scroungers) when the producer:scrounger combination is such that it yields scrounger’s
(producer’s) R i /I i minimum. The differences for the ESSs are calculated by comparing the R i /I i at the ESS group
compositions with those in the phenotype-specific minima. The differences are evaluated for phenotype-specific
predator vulnerabilities (ui) (a, b) and differences in competitive ability (ci) (c, d) by averaging over the scrounger’s
food-searching gradient (a, c) and the producer’s vigilance gradient (b, d). .: Scroungers; /: producers.
producer–scrounger context to look for combinations of foraging and anti-predatory characters
that would minimize the ratio of predation hazard
to food intake for producers and scroungers.
Since there is some experimental evidence that the
finder of the food patch gets some of the prey in
the patch before the others arrive to take their
share (e.g. G iraldeau et al. 1990, 1994) we
included the finder’s advantage in the model. N ote
that we do not expect the min(R i /I i) rule to hold in
exceptional situations, for example, when almost
certain death is traded off by extremely high
food-intake rate. We checked that this was not the
case in the current analyses.
It turned out that the phenotype-specific
minima of R i /I i for producers and scroungers can
be attained in mixed-phenotype groups. F or
example, producers may allow the invasion of
scroungers and the following decrease in rate of
food intake if, by doing this, they can decrease
their predation hazard, for example, via the dilution of hazard or increased group vigilance. Evidence for the latter has emerged from interspecific
producer–scrounger relationships in mixed-species
flocks of birds (Thompson & Barnard 1983;
M unn 1986). Scroungers may thus pay for their
apparently free meal by lowering the predation
hazard of producers. H owever, with most of the
R anta et al.: Producers and scroungers
character combinations examined here, the
minima of R i /I i for producers and scroungers were
achieved at different group compositions (np + ns).
H ence, with fixed foraging strategies a stable
coexistence of producers and scroungers in a
group is restricted to just a few character combinations, individuals in most cases being tempted
to change foraging groups to try to find a better
option. This temptation to leave the current group
can be expected to be more pronounced with
scroungers as they seemed to bear a larger cost
in terms of R i /I i if the group composition was
at the producers’ R i /I i minimum than did producers when the group composition was at the
scroungers’ R i /I i minimum.
Producing and scrounging can also be seen
as foraging behaviours that individual foragers
assume depending on prevailing conditions. F or
example, Giraldeau & Lefebvre (1986) have experimentally shown that producer and scrounger roles
of feral pigeons, Columba livia, are exchangeable
depending on the food-patch type and group composition. In the present context, flexibility in foraging strategy would enable individuals to change
their status whenever, by doing so, they could
reduce their own R i /I i ratio in the foraging group.
When it no longer pays for anyone to switch from
scrounging to producing, or vice versa, an ESS
group composition is reached. It is a rather striking
feature, if producing and scrounging are seen as
flexible strategies, that the R i /I i found in ESS
groups are far off the mark compared with the
phenotype-specific R i /I i minima. If individuals
were to obey the min(R i /I i) rule they might thus
lose in terms of R i /I i when adopting a flexible
foraging strategy rather than the fixed strategy.
A rather interesting feature in the current model
was that the group composition evolved in 78% of
all the cases examined to an ESS group of either
producers or scroungers. In such groups producers were usually vigilant for predators and
scroungers did some food searching. That is, even
if individuals may change from one foraging role
to another, no food searching at all is not likely
to be favoured when playing scrounger, nor is
producing without paying attention to the
whereabouts of predators.
ACKN O WLED GM EN TS
We thank N eil M etcalfe for his persistence
in promoting the ‘minimizing of the predation
743
hazard over food intake’ principle in producer–
scrounger context. Comments by two referees,
Luc-Alan G iraldeau and G raeme R uxton, were of
great value.
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