Optimal diet theory: when does it work, and when and why does it fail?

Over the last three decades, many studies have attempted to explain forager diets by using optimal diet theory (ODT). Despite some obvious successes, the utility of this theory remains controversial. We reviewed the results of 134 studies of optimal diet theory to test hypotheses on factors that can explain variation in the ability of ODT to predict diets and diet shifts in response to changes in prey availability. Our major conclusion is that while ODT has generally worked well for foragers that feed on immobile prey, the theory often failed to predict the diets of foragers that attack mobile prey. We found only mixed support for the hypothesis that the theory works better when the study scenario more closely fits the assumptions of the model. Contrary to our a priori predictions, forager types (invertebrate versus ectothermic vertebrate versus endothermic vertebrate) did not differ in their likelihood of corroborating ODT. Two explanations for why optimal diet theory does not work well with mobile prey are that studies on mobile prey often lack information on key parameters that are required to rigorously test ODT, and that with mobile prey, variations among prey in vulnerability (encounter rate and capture success) are often more important than variation in predator active choice in determining predator diets.

[1]  A. Sih Integrative approaches to the study of predation : general thoughts and a case study on sunfish and salamander larvae , 1992 .

[2]  R. Hughes,et al.  An experimental analysis of frequency-dependent predation (switching) in the 15-spined stickleback, Spinachia spinachia , 1993 .

[3]  R. Stein,et al.  Predation by Pellet-Reared Tiger Muskellunge on Minnows and Bluegills in Experimental Systems , 1981 .

[4]  Paul J. B. Hart,et al.  The Role of Behaviour and Morphology in the Selection of Prey by Pike , 1990 .

[5]  F. Bonaccorso,et al.  FEEDING BEHAVIOUR AND FORAGING STRATEGIES OF CAPTIVE PHYLLOSTOMID FRUIT BATS: AN EXPERIMENTAL STUDY , 1987 .

[6]  Robert W. Blake,et al.  Energetics of piscivorous predator-prey interactions , 1988 .

[7]  J. Bence,et al.  PREY SIZE SELECTION BY THE MOSQUITOFISH: RELATION TO OPTIMAL DIET THEORY' , 1986 .

[8]  G. Mittelbach,et al.  Using Foraging Theory to Study Trophic Interactions , 1999 .

[9]  C. Frank Diet selection by a heteromyid rodent: role of net metabolic water production , 1988 .

[10]  T. Smith,et al.  Resource Use by Bill Morphs of An African Finch: Evidence for Intraspecific Competition , 1990 .

[11]  M. Tokeshi DEVELOPMENT OF A FORAGING MODEL FOR A FIELD POPULATION OF THE SOUTH AMERICAN SUN-STAR HELIASTER HELIANTHUS , 1989 .

[12]  G. Mittelbach Foraging Efficiency and Body Size: A Study of Optimal Diet and Habitat Use by Bluegills , 1981 .

[13]  J. Timothy Wootton,et al.  Indirect Effects, Prey Susceptibility, and Habitat Selection: Impacts of Birds on Limpets and Algae , 1992 .

[14]  T. Schoener Theory of Feeding Strategies , 1971 .

[15]  G. Belovsky,et al.  Diet optimization in a generalist herbivore: the moose. , 1978, Theoretical population biology.

[16]  S. Erlinge Food Preference, Optimal Diet and Reproductive Output in Stoats Mustela Erminea in Sweden , 1981 .

[17]  H. Wilbur,et al.  Experimental Aquatic Food Webs: Interactions between Two Predators and Two Prey , 1990, The American Naturalist.

[18]  J. Tahvanainen,et al.  Host Selection and Larval Performance of Two Willow-Feeding Sawflies , 1989 .

[19]  C. Dickman Body Size, Prey Size, and Community Structure in Insectivorous Mammals , 1988 .

[20]  Mark A. McPeek,et al.  Predation, Competition, and Prey Communities: A Review of Field Experiments , 1985 .

[21]  M. Kaspari,et al.  Prey choice by three insectivorous grassland birds: reevaluating opportunism , 1993 .

[22]  Alan C. Kamil,et al.  Foraging behavior: ecological, ethological, and psychological approaches , 1980 .

[23]  N. Owen‐Smith,et al.  Foraging Responses of Kudus to Seasonal Changes in Food Resources: Elasticity in Constraints , 1994 .

[24]  S. W. Hewett Predation by Didinium Nasutum: Effects of Predator and Prey Size , 1988 .

[25]  B. Peckarsky,et al.  Mechanisms of Prey Selection by Stream-Dwelling Stoneflies , 1989 .

[26]  H. Pulliam,et al.  On the Theory of Optimal Diets , 1974, The American Naturalist.

[27]  R. Brigham,et al.  Constraints on optimal foraging: a field test of prey discrimination by echolocating insectivorous hats , 1994, Animal Behaviour.

[28]  A. Sih,et al.  A limits-oriented approach to evolutionary ecology. , 1995, Trends in ecology & evolution.

[29]  C. Kolar,et al.  Theory and Application in Fish Feeding Ecology , 1994 .

[30]  D. Scheel,et al.  Profitability, encounter rates, and prey choice of African lions , 1993 .

[31]  C. Dickman,et al.  Body Size‐Prey Relationships in Insectivorous Marsupials: Tests of Three Hypotheses , 1993 .

[32]  J. Emlen The Role of Time and Energy in Food Preference , 1966, The American Naturalist.

[33]  J. P. Ball Prey Choice of Omnivorous Canvasbacks: Imperfectly Optimal Ducks? , 1994 .

[34]  E. Werner,et al.  Ecological Consequences of the Trade-Off between Growth and Mortality Rates Mediated by Foraging Activity , 1993, The American Naturalist.

[35]  C. Frank Polyunsaturate Content and Diet Selection by Ground Squirrels (Spermophilus Lateralis) , 1994 .

[36]  Paul J. B. Hart,et al.  Cost of prey capture, growth rate and ration size in pike, Esox lucius L., as functions of prey weight , 1984 .

[37]  R. Hughes Behavioural Mechanisms of Food Selection , 1990, NATO ASI Series.

[38]  Lennart Persson,et al.  OPTIMAL FORAGING AND HABITAT SHIFT IN PERCH (PERCA FLUVIATILIS) IN A RESOURCE GRADIENT , 1990 .

[39]  Gareth Jones,et al.  Prey Selection by the Greater Horseshoe Bat (Rhinolophus ferrumequinum): Optimal Foraging by Echolocation? , 1990 .

[40]  H. Wells,et al.  HONEY BEE FORAGING ECOLOGY: OPTIMAL DIET, MINIMAL UNCERTAINTY OR INDIVIDUAL CONSTANCY? , 1983 .

[41]  K. Steenhof,et al.  Dietary Responses of Three Raptor Species to Changing Prey Densities in a Natural Environment , 1988 .

[42]  Jeffrey R. Lucas,et al.  The Role of Foraging Time Constraints and Variable Prey Encounter in Optimal Diet Choice , 1983, The American Naturalist.

[43]  R. Paine Food Web Complexity and Species Diversity , 1966, The American Naturalist.

[44]  B. Saether,et al.  INTERACTIONS BETWEEN A GENERALIST HERBIVORE, THE MOOSE ALCES ALCES, AND ITS FOOD RESOURCES: AN EXPERIMENTAL STUDY OF WINTER FORAGING BEHAVIOUR IN RELATION TO BROWSE AVAILABILITY , 1987 .

[45]  S. A. Temple Do Predators Always Capture Substandard Individuals Disproportionately From Prey Populations , 1987 .

[46]  T. Price Diet Variation in a Population of Darwin's Finches , 1987 .

[47]  H. Wells,et al.  Optimal diet, minimal incertainty and individual constancy in the foraging of honey bees, Apis mellifera , 1986 .

[48]  Jean Chesson,et al.  The Estimation and Analysis of Preference and Its Relatioship to Foraging Models , 1983 .

[49]  B. Sæther,et al.  Optimal twig-size selection of a generalist herbivore, the moose Alces alces : implications for plant―herbivore interactions , 1991 .

[50]  A. Sih,et al.  Interacting Effects of Predator and Prey Behavior in Determining Diets , 1990 .

[51]  N. Verbeek,et al.  Diet Selection and Optimization by Northwestern Crows Feeding on Japanese Littleneck Clams , 1986 .

[52]  Timothy P. Craig,et al.  A Strong Relationship Between Oviposition Preference and Larval Performance in a Shoot-Galling Sawfly , 1989 .

[53]  T. Zaret Predation and freshwater communities , 1980 .

[54]  D. Ward THE SIZE SELECTION OF CLAMS BY AFRICAN BLACK OYSTERCATCHERS AND KELP GULLS , 1991 .

[55]  T. O. Crist,et al.  Harvester Ant Foraging and Shrub‐Steppe Seeds: Interactions of Seed Resources and Seed Use , 1992 .

[56]  R. Macarthur,et al.  On Optimal Use of a Patchy Environment , 1966, The American Naturalist.

[57]  W. R. Demott,et al.  Foraging Cyanobacteria by Copepods: Responses to Chemical Defense and Resource Abundance , 1991 .

[58]  E. Charnov Optimal Foraging: Attack Strategy of a Mantid , 1976, The American Naturalist.

[59]  P. Willmer Foraging patterns and water balance: problems of optimization for a xerophilic bee, Chalicodoma sicula , 1986 .

[60]  G. Belovsky Food Plant Selection by a Generalist Herbivore: The Moose , 1981 .

[61]  K. Waddington,et al.  Optimal Foraging: On Flower Selection by Bees , 1979, The American Naturalist.

[62]  J. T. Erichsen,et al.  Optimal prey selection in the great tit (Parus major) , 1977, Animal Behaviour.

[63]  A. R. Lewis Selection of nuts by gray squirrels and optimal foraging theory , 1982 .

[64]  H. Cornell,et al.  Environmental and clonal influences on host choice and larval survival in a leafmining insect , 1993 .

[65]  D. J. Hall,et al.  Optimal Foraging and the Size Selection of Prey by the Bluegill Sunfish (Lepomis Macrochirus) , 1974 .

[66]  Andrew Sih,et al.  Predation: direct and indirect impacts on aquatic communities , 1988 .

[67]  L. Dill,et al.  Fish and game: a game theoretic approach to habitat selection by predators and prey* , 1994 .

[68]  John R. Krebs,et al.  Optimal Foraging and Cryptic Prey , 1980 .

[69]  Paul J. B. Hart,et al.  Pike as a selective predator. Effects of prey size, availability, cover and pike jaw dimensions , 1988 .

[70]  E. Ranta,et al.  Size-selective predation on zooplankton by the smooth newt, Triturus vulgaris , 1986 .

[71]  B. Peckarsky,et al.  CONSEQUENCES AND PLASTICITY OF THE SPECIALIZED PREDATORY BEHAVIOR OF STREAM-DWELLING STONEFLY LARVAE' , 1994 .

[72]  David Saltz,et al.  Forging at Different Spatial Scales: Dorcas Gazelles Foraging for Lilies in the Negev Desert , 1994 .

[73]  S. Diehl,et al.  MECHANISTIC INDIVIDUAL-BASED APPROACHES IN THE POPULATION COMMUNITY ECOLOGY OF FISH , 1990 .

[74]  D. Papaj,et al.  SERIAL EFFECTS OF HOST INFESTATION ON EGG ALLOCATION BY THE MEDITERRANEAN FRUIT FLY: A RULE OF THUMB AND ITS FUNCTIONAL SIGNIFICANCE , 1989 .

[75]  P. Meire,et al.  Are oystercatchers (Haematopus ostralegus) selecting the most profitable mussels (Mytilus edulis)? , 1986, Animal Behaviour.

[76]  J. Fryxell,et al.  The Effect of Nutritional Quality on Forage Preference by Beavers , 1993 .

[77]  P. G. May Flower Selection and the Dynamics of Lipid Reserve in Two Nectarivorous Butterflies , 1992 .

[78]  Craig W. Osenberg,et al.  Effects of Body Size on the Predator‐Prey Interaction Between Pumpkinseed Sunfish and Gastropods , 1989 .

[79]  S. L. Lima,et al.  Behavioral decisions made under the risk of predation: a review and prospectus , 1990 .

[80]  R. Stein Selective Predation, Optimal Foraging, and the Predator-Prey Interaction Between Fish and Crayfish , 1977 .

[81]  K. Takasu,et al.  Host Searching Behavior in the Parasitoid Ooencyrtus nezarae ISHII(Hymenoptera:Encyrtidae)as Influenced by Non-Host Food Deprivation , 1991 .

[82]  R. Hughes,et al.  Diet selection by dogwhelks in the field: an example of constrained optimization , 1991, Animal Behaviour.

[83]  A. Keast,et al.  The effect of prey morphology and size on handling time in a piscivore, the largemouth bass (Micropterus salmoides) , 1987 .

[84]  B. Christensen Predator foraging capabilities and prey antipredator behaviours : pre- versus postcapture constraints on size-dependent predator-prey interactions , 1996 .

[85]  A. Sih The Behavioral Response Race Between Predator and Prey , 1984, The American Naturalist.

[86]  J. Goss‐Custard,et al.  Seasonal changes in the size selection of mussels, Mytilus edulis, by oystercatchers, Haematopus ostralegus: an optimality approach , 1990, Animal Behaviour.

[87]  J. F. Gilliam,et al.  Habitat Selection Under Predation Hazard: Test of a Model with Foraging Minnows. , 1987, Ecology.