Speed–accuracy tradeoffs in animal decision making
Abstract
The traditional emphasis when measuring performance in animal cognition has been overwhelmingly on accuracy, independent of decision time. However, more recently, it has become clear that tradeoffs exist between decision speed and accuracy in many ecologically relevant tasks, for example, prey and predator detection and identification; pollinators choosing between flower species; and spatial exploration strategies. Obtaining high-quality information often increases sampling time, especially under noisy conditions. Here we discuss the mechanisms generating such speed-accuracy tradeoffs, their implications for animal decision making (including signalling, communication and mate choice) and the significance of differences in decision strategies among species, populations and individuals. The ecological relevance of such tradeoffs can be better understood by considering the neuronal mechanisms underlying decision-making processes.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Rapid information flows may overwhelm cognitive processes and yield less accurate decisions.
“rapid information flows may overwhelm cognitive processes and yield less accurate decisions”
From Stewardship of global collective behavior (2021) · cites this paper as [103]
Cites
Dual-Processing Accounts of Reasoning, Judgment, and Social Cognition
Evans, J. S. B. T. (2008) · Annual Review of Psychology · doi:10.1146/annurev.psych.59.103006.093629 · Cited by 5,137 · see citing works
The Neural Basis of Decision Making
Gold, J. I., & Shadlen, M. N. (2007) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.29.051605.113038 · Cited by 3,764 · see citing works
Compensation for a bad start: grow now, pay later?
Metcalfe, N. B., & Monaghan, P. (2001) · Trends in Ecology & Evolution · doi:10.1016/s0169-5347(01)02124-3 · Cited by 1,948 · see citing works
Olfactory network dynamics and the coding of multidimensional signals
Laurent, G. (2002) · Nature reviews. Neuroscience · doi:10.1038/nrn964 · Cited by 733 · see citing works
Speed and accuracy of olfactory discrimination in the rat
Uchida, N., & Mainen, Z. F. (2003) · Nature Neuroscience · doi:10.1038/nn1142 · Cited by 687 · see citing works
Modulation of Parietal Activation by Semantic Distance in a Number Comparison Task
Pinel, P., Dehaene, S., Rivière, D., & Bihan, D. L. (2001) · NeuroImage · doi:10.1006/nimg.2001.0913 · Cited by 680 · see citing works
Decision-making with multiple alternatives
Churchland, A. K., Kiani, R., & Shadlen, M. N. (2008) · Nature Neuroscience · doi:10.1038/nn.2123 · Cited by 671 · see citing works
Spaethe, J., Tautz, J., & Chıttka, L. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.071053098 · Cited by 551 · see citing works
Bees trade off foraging speed for accuracy
Chıttka, L., Dyer, A. G., Bock, F., & Dornhaus, A. (2003) · Nature · doi:10.1038/424388a · Cited by 418 · see citing works
The influence of urgency on decision time
Reddi, B. A. J., & Carpenter, R. H. S. (2000) · Nature Neuroscience · doi:10.1038/77739 · Cited by 411 · see citing works
The correlation of learning speed and natural foraging success in bumble-bees
Raıne, N. E., & Chıttka, L. (2008) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2007.1652 · Cited by 361 · see citing works
Maintaining Accuracy at the Expense of Speed
Abraham, N. M., Spors, H., Carleton, A., Margrie, T. W., Kuner, T., & Schaefer, A. T. (2004) · Neuron · doi:10.1016/j.neuron.2004.11.017 · Cited by 338 · see citing works
Information flow, opinion polling and collective intelligence in house–hunting social insects
Franks, N. R., Pratt, S. C., Mallon, E. B., Britton, N. F., & Sumpter, D. J. T. (2002) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2002.1066 · Cited by 334 · see citing works
Adaptive Mechanisms in the Ecology of Vision
(1999) · Springer eBooks · doi:10.1007/978-94-017-0619-3 · Cited by 323 · see citing works
Speed versus accuracy in collective decision making
Franks, N. R., Dornhaus, A., Fitzsimmons, J. P., & Stevens, M. (2003) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2003.2527 · Cited by 313 · see citing works
Speed-Accuracy Tradeoff in Olfaction
Rinberg, D. A., Koulakov, A. A., & Gelperin, A. (2006) · Neuron · doi:10.1016/j.neuron.2006.07.013 · Cited by 282 · see citing works
Backwell, P. R. Y., & PASSMORE, N. I. (1996) · Behavioral Ecology and Sociobiology · doi:10.1007/s002650050258 · Cited by 276 · see citing works
Fly photoreceptors demonstrate energy-information trade-offs in neural coding
Niven, J. E., Anderson, J. C., & Laughlin, S. B. (2007) · PLoS Biology · doi:10.1371/journal.pbio.0050116 · Cited by 272 · see citing works
Predator and prey views of spider camouflage
Théry, M., & Casas, J. (2002) · Nature · doi:10.1038/415133a · Cited by 259 · see citing works
Bathellier, B., Buhl, D. L., Accolla, R., & Carleton, A. (2008) · Neuron · doi:10.1016/j.neuron.2008.02.011 · Cited by 254 · see citing works
Surfing a spike wave down the ventral stream
VanRullen, R., & Thorpe, S. J. (2002) · Vision Research · doi:10.1016/s0042-6989(02)00298-5 · Cited by 233 · see citing works
Seeing at a glance, smelling in a whiff: rapid forms of perceptual decision making
Uchida, N., Kepecs, Á., & Mainen, Z. F. (2006) · Nature reviews. Neuroscience · doi:10.1038/nrn1933 · Cited by 231 · see citing works
Rapid Encoding and Perception of Novel Odors in the Rat
Wesson, D. W., Carey, R. M., Verhagen, J. V., & Wachowiak, M. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060082 · Cited by 216 · see citing works
Abraham, N. M., Spors, H., Carleton, A., Margrie, T. W., Kuner, T., & Schaefer, A. T. (2004) · Neuron · doi:10.1016/s0896-6273(04)00753-6 · Cited by 205 · see citing works
The evolution of Müllerian mimicry
Sherratt, T. N. (2008) · Die Naturwissenschaften · doi:10.1007/s00114-008-0403-y · Cited by 202 · see citing works
Perceptual Correlates of Neural Representations Evoked by Odorant Enantiomers
Linster, C., Johnson, B. A., Yue, E. L., Morse, A., Xu, Z., Hingco, E. E., Choi, Y., Choi, M., Messiha, A., & Leon, M. (2001) · Journal of Neuroscience · doi:10.1523/jneurosci.21-24-09837.2001 · Cited by 193 · see citing works
Speed-Accuracy Tradeoffs and False Alarms in Bee Responses to Cryptic Predators
Ings, T. C., & Chıttka, L. (2008) · Current Biology · doi:10.1016/j.cub.2008.07.074 · Cited by 189 · see citing works
Crab spiders affect flower visitation by bees
Dukas, R., & Morse, D. H. (2003) · Oikos · doi:10.1034/j.1600-0706.2003.12143.x · Cited by 186 · see citing works
Multimodal signals enhance decision making in foraging bumble-bees
Kulahci, I. G., Dornhaus, A., & Papaj, D. R. (2008) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2007.1176 · Cited by 185 · see citing works
Burns, J. G., & Rodd, F. H. (2008) · Animal Behaviour · doi:10.1016/j.anbehav.2008.02.017 · Cited by 180 · see citing works
Cognitive Dimensions of Predator Responses to Imperfect MimicryPreprint
Chıttka, L., & Osorio, D. (2007) · Nature Precedings · doi:10.1371/journal.pbio.0050339 · Cited by 153 · see citing works
Seeing in the dark: vision and visual behaviour in nocturnal bees and wasps
Warrant, E. J. (2008) · Journal of Experimental Biology · doi:10.1242/jeb.015396 · Cited by 148 · see citing works
Modeling and analysis of nest-site selection by honeybee swarms: the speed and accuracy trade-off
Passino, K. M., & Seeley, T. D. (2005) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-005-0067-y · Cited by 147 · see citing works
Dornhaus, A., Franks, N. R., Hawkins, R., et al. (2004) · Animal Behaviour · doi:10.1016/j.anbehav.2003.09.004 · Cited by 146 · see citing works
Dyer, A., & Chıttka, L. (2004) · Journal of Comparative Physiology A · doi:10.1007/s00359-004-0547-y · Cited by 146 · see citing works
Relationship of visual and olfactory signal parameters in a food-deceptive flower mimicry system
Galizia, C. G., Kunze, J., Gumbert, A., et al. (2004) · Behavioral Ecology · doi:10.1093/beheco/arh147 · Cited by 145 · see citing works
Simultaneous and successive colour discrimination in the honeybee (Apis mellifera)
Dyer, A. G., & Neumeyer, C. (2005) · Journal of Comparative Physiology A · doi:10.1007/s00359-005-0622-z · Cited by 137 · see citing works
Diversity of speed-accuracy strategies benefits social insects
Burns, J. G., & Dyer, A. G. (2008) · Current Biology · doi:10.1016/j.cub.2008.08.028 · Cited by 136 · see citing works
Mechanisms of speed–accuracy tradeoff: evidence from covert motor processes
Osman, A. M., Lou, L., Müller‐Gethmann, H., Rinkenauer, G., Mattes, S., & Ulrich, R. (2000) · Biological Psychology · doi:10.1016/s0301-0511(99)00045-9 · Cited by 131 · see citing works
Floral colour diversity in plant communities, bee colour space and a null model
Gumbert, A., Kunze, J., & Chıttka, L. (1999) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1999.0836 · Cited by 129 · see citing works
Mammalian choices: combining fast-but-inaccurate and slow-but-accurate decision-making systems
Trimmer, P. C., Houston, A. I., Marshall, J. A. R., Bogacz, R., Paul, E. S., Mendl, M., & McNamara, J. M. (2008) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2008.0417 · Cited by 127 · see citing works
Spontaneous versus Reinforced Olfactory Discriminations
Linster, C., Johnson, B. A., Morse, A., Yue, E. L., & Leon, M. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-16-06842.2002 · Cited by 123 · see citing works
Colouration in crab spiders: substrate choice and prey attraction
Heiling, A. M., Chıttka, L., Cheng, K., et al. (2005) · Journal of Experimental Biology · doi:10.1242/jeb.01585 · Cited by 121 · see citing works
Mechanisms and Evolution of Communal Sexual Displays in Arthropods and Anurans
Greenfield, M. D. (2005) · Advances in the study of behavior · doi:10.1016/s0065-3454(05)35001-7 · Cited by 115 · see citing works
Kacelnik, A., & Abreu, F. B. E. (1998) · Journal of Theoretical Biology · doi:10.1006/jtbi.1998.0763 · Cited by 108 · see citing works
Attention speeds processing across eccentricity: Feature and conjunction searches
Carrasco, M., Giordano, A. M., & Brian Mcelree, A. (2006) · Vision Research · doi:10.1016/j.visres.2005.12.015 · Cited by 96 · see citing works
Coordinating Speed and Amplitude in G-Protein Signaling
Ross, E. M. (2008) · Current Biology · doi:10.1016/j.cub.2008.07.035 · Cited by 92 · see citing works
Impulsive bees forage better: the advantage of quick, sometimes inaccurate foraging decisions
Burns, J. G. (2005) · Animal Behaviour · doi:10.1016/j.anbehav.2005.06.002 · Cited by 87 · see citing works
Embryo development and ageing in birds and mammals
Ricklefs, R. E. (2006) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2006.3544 · Cited by 84 · see citing works
A simple model of information use in the exploitation of patchily distributed food
McNamara, J. M., & Houston, A. I. (1985) · Animal Behaviour · doi:10.1016/s0003-3472(85)80078-6 · Cited by 75 · see citing works
Timing and Foraging: Gibbon's Scalar Expectancy Theory and Optimal Patch Exploitation
Kacelnik, A., & Brunner, D. (2002) · Learning and Motivation · doi:10.1006/lmot.2001.1110 · Cited by 74 · see citing works
Noise, cost and speed-accuracy trade-offs: decision-making in a decentralized system
Marshall, J. A. R., Dornhaus, A., Franks, N. R., et al. (2005) · Journal of The Royal Society Interface · doi:10.1098/rsif.2005.0075 · Cited by 72 · see citing works
Anderson, J. C., & Laughlin, S. B. (2000) · Vision Research · doi:10.1016/s0042-6989(99)00171-6 · Cited by 72 · see citing works
Genetic diversity within honeybee colonies increases signal production by waggle-dancing foragers
Mattila, H. R., Burke, K. M., & Seeley, T. D. (2008) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2007.1620 · Cited by 70 · see citing works
Guyonneau, R., VanRullen, R., & Thorpe, S. J. (2004) · Journal of Physiology-Paris · doi:10.1016/j.jphysparis.2005.09.004 · Cited by 69 · see citing works
Judd, T. M. (1994) · Journal of Insect Behavior · doi:10.1007/bf01989363 · Cited by 68 · see citing works
Dyer, A. G. (2006) · Entomologia Generalis · doi:10.1127/entom.gen/28/2006/257 · Cited by 62 · see citing works
Odor Similarity Does Not Influence the Time Needed for Odor Processing
Ditzen, M. (2003) · Chemical Senses · doi:10.1093/chemse/bjg070 · Cited by 62 · see citing works
Wright, G. A., Carlton, M. M., & Smith, B. H. (2009) · Behavioral Neuroscience · doi:10.1037/a0014040 · Cited by 61 · see citing works
Schwartz, J. J., Huth, K., & Hutchin, T. (2004) · Animal Behaviour · doi:10.1016/j.anbehav.2003.09.016 · Cited by 57 · see citing works
Impulsivity and speed-accuracy strategies in intelligence test performance
Phillips, L. H., & Rabbit, P. (1995) · Intelligence · doi:10.1016/0160-2896(95)90036-5 · Cited by 50 · see citing works
Bacon-Macé, N., Kirchner, H., Fabre‐Thorpe, M., & Thorpe, S. J. (2007) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.33.5.1013 · Cited by 49 · see citing works
Animal Personalities: The Advantage of Diversity
Muller, H., & Chıttka, L. (2008) · Current Biology · doi:10.1016/j.cub.2008.09.001 · Cited by 43 · see citing works
Variability in the encoding of spatial information by dancing bees
Marco, R. J. D., Gurevitz, J. M., & Menzel, R. (2008) · Journal of Experimental Biology · doi:10.1242/jeb.013425 · Cited by 41 · see citing works
Sensory coding of nest-site value in honeybee swarms
Seeley, T. D., & Visscher, P. K. (2008) · Journal of Experimental Biology · doi:10.1242/jeb.021071 · Cited by 37 · see citing works
Hesitation behaviour of hoverflies Sphaerophoria spp. to avoid ambush by crab spiders
Yokoi, T., & Fujisaki, K. (2008) · Die Naturwissenschaften · doi:10.1007/s00114-008-0459-8 · Cited by 37 · see citing works
Visual Search and Decision Making in Bees: Time, Speed, and Accuracy
Skorupski, P., Spaethe, J., & Chıttka, L. (2006) · International Journal of Comparative Psychology · doi:10.46867/ijcp.2006.19.03.03 · Cited by 34 · see citing works
Self-citationFlower advertisement for insects: Bees, a case study
Vorobyev, M., & Menzel, R. (1999) · Springer eBooks · doi:10.1007/978-94-017-0619-3_18 · Cited by 34 · see citing works
Disappearing Percepts: Evidence for Retention Failure in Metacontrast Masking
Lachter, J., Durgin, F. H., & Washington, T. (2000) · Visual Cognition · doi:10.1080/135062800394801 · Cited by 27 · see citing works
Kin recognition and cannibalistic behaviours by adult male fathead minnows (Pimephales promelas)
Green, W. W., Mirza, R. S., & Pyle, G. G. (2007) · Die Naturwissenschaften · doi:10.1007/s00114-007-0319-y · Cited by 26 · see citing works
Kay, L. M., Beshel, J., & Martin, C. (2006) · Neuron · doi:10.1016/j.neuron.2006.07.015 · Cited by 23 · see citing works
McNamara, J. M., Fromhage, L., Barta, Z., et al. (2008) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2008.1273 · Cited by 22 · see citing works
Animals as prey: perceptual limitations and behavioural options
Hemmi, J. M., & Zeil, J. (2005) · ANU Open Research (Australian National University) · Cited by 19 · see citing works
Ruxton, G. D., & Speed, M. P. (2005) · Nature · doi:10.1038/433205a · Cited by 14 · see citing works
The absorption of water from the colon of the rat under urethane anaesthesia
Andrew, B. L., Davidson, J. N., & Garry, R. C. (1940) · The Journal of Physiology · doi:10.1113/jphysiol.1940.sp003867 · Cited by 4 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Stewardship of global collective behavior
Bak-Coleman, J. B., Alfano, M., Barfuss, W., Bergstrom, C. T., Centeno, M. A., Couzin, I. D., Donges, J. F., Galesic, M., Gersick, A. S., Jacquet, J., et al. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2025764118 · Cited by 289 · see citing works
Neurobiology of culturally common maternal responses to infant cry
Bornstein, M. H., Putnick, D. L., Rigo, P., Esposito, G., Swain, J. E., Suwalsky, J. T. D., Su, X., Du, X., Zhang, K., Cote, L. R., et al. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1712022114 · Cited by 168 · see citing works
Tastekin, I., Khandelwal, A., Tadres, D., Fessner, N. D., Truman, J. W., Zlatic, M., Cardona, A., & Louis, M. (2018) · eLife · doi:10.7554/elife.38740 · Cited by 78 · see citing works
- Authors
- Chittka, L., Skorupski, P., & Raine, N. E.
- Affiliations
- Queen Mary University of London (GB)
- Venue
- Trends in Ecology & Evolution
- Publisher
- Elsevier BV
- Published
- 2009-07
- Volume
- 24
- Issue
- 7
- Pages
- 400-407
- ISSN
- 0169-5347 (ISSN-L)
- OpenAlex
- W2109284574
- Cited by
- 637
- References
- 75
- Citations by year
- 2026: 30 · 2025: 49 · 2024: 37 · 2023: 35 · 2022: 39 · 2021: 56 · 2020: 45 · 2019: 41 · 2018: 40 · 2017: 23 · 2016: 51 · 2015: 38 · 2014: 49 · 2013: 32 · 2012: 32
- FWCI
- 2.39
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Trends in Ecology & Evolution (publishedVersion)
- PubMed (publishedVersion)
- Queen Mary Research Online (Queen Mary University of London) (submittedVersion)
- Royal Holloway Digital Repository (Royal Holloway University of London) (submittedVersion)
- Funders
- Wellcome Trust
- Biotechnology and Biological Sciences Research Council (BB/F52765X/1)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Ecology, Evolution, Behavior and Systematics › Animal Behavior and Reproduction
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Psychology › Social Psychology › Primate Behavior and Ecology
- Keywords
- speed-accuracy trade-off, animal decision-making, decision time, animal cognition, prey detection, predator detection, pollinator foraging behavior, spatial exploration, signaling, communication, mate choice
- MeSH terms
- Animals, Animal Communication, Decision Making, Feeding Behavior, Models, Biological, Social Behavior
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review