Skip to main content

18.04.2017

Gambling in rhesus macaques (Macaca mulatta): The effect of cues signaling risky choice outcomes

verfasst von: Travis R. Smith, Michael J. Beran, Michael E. Young

Erschienen in: Learning & Behavior | Ausgabe 3/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Preference for a larger-variable “risky” option over a smaller-reliable “safe” option often depends upon the likelihood that the risky option will deliver a sufficiently sized reward to have an equivalent or superior expected value. However, preference for the risky option has been shown to increase under conditions where informative stimuli signaling the outcome of a risky choice is included between the choice and the outcome and this risk-prone preference persists even when the risky option has a lower expected value than the alternative safe option. In the present study, rhesus macaques chose between a risky option and a safe option across two experimental phases to determine whether the outcome signal affected the degree of preference for the risky option. Overall, six out of seven macaques showed a greater preference for the risky option in the signaled condition than in the unsignaled condition. The macaques’ risky choices were sensitive to the expected value of the risky option and the signaled condition produced a general increase in risky choices independently of the expected value of the risky outcome. Overall, these results are consistent with those obtained with other animals, and this may relate to a process where animals show a biased preference for “good news.” This process may model some of the relevant factors that explain the psychology of gambling in humans.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Alessi, S. M., & Petry, N. M. (2003). Pathological gambling severity is associated with impulsivity in a delay discounting procedure. Behavioural Processes, 64, 345–354.CrossRefPubMed Alessi, S. M., & Petry, N. M. (2003). Pathological gambling severity is associated with impulsivity in a delay discounting procedure. Behavioural Processes, 64, 345–354.CrossRefPubMed
Zurück zum Zitat Bates, D., Maechler, M., Bolker, B., Walker, S., Christensen, R. H. B., Singmann, H., ... & Bolker, M. B. (2016). Package ‘lme4’. In R Package Version 1.1–10. Bates, D., Maechler, M., Bolker, B., Walker, S., Christensen, R. H. B., Singmann, H., ... & Bolker, M. B. (2016). Package ‘lme4’. In R Package Version 1.1–10.
Zurück zum Zitat Beran, M. J., Perdue, B. M., Futch, S. E., Smith, J. D., Evans, T. A., & Parrish, A. E. (2015). Go when you know: Chimpanzees’ confidence movements reflect their responses in a computerized memory task. Cognition, 142, 236–246.CrossRefPubMedPubMedCentral Beran, M. J., Perdue, B. M., Futch, S. E., Smith, J. D., Evans, T. A., & Parrish, A. E. (2015). Go when you know: Chimpanzees’ confidence movements reflect their responses in a computerized memory task. Cognition, 142, 236–246.CrossRefPubMedPubMedCentral
Zurück zum Zitat Blanchard, T. C., Hayden, B. Y., & Bromberg-Martin, E. S. (2015). Orbitofrontal cortex uses distinct codes for different choice attributes in decisions motivated by curiosity. Neuron, 85, 602–614.CrossRefPubMedPubMedCentral Blanchard, T. C., Hayden, B. Y., & Bromberg-Martin, E. S. (2015). Orbitofrontal cortex uses distinct codes for different choice attributes in decisions motivated by curiosity. Neuron, 85, 602–614.CrossRefPubMedPubMedCentral
Zurück zum Zitat Blanchard, T. C., Pearson, J. M., & Hayden, B. Y. (2013). Postreward delays and systematic biases in measures of animal temporal discounting. Proceedings of the National Academy of Sciences, 110, 15491–15496.CrossRef Blanchard, T. C., Pearson, J. M., & Hayden, B. Y. (2013). Postreward delays and systematic biases in measures of animal temporal discounting. Proceedings of the National Academy of Sciences, 110, 15491–15496.CrossRef
Zurück zum Zitat Bromberg-Martin, E. S., & Hikosaka, O. (2009). Midbrain dopamine neurons signal preference for advance information about upcoming rewards. Neuron, 63, 119–126.CrossRefPubMedPubMedCentral Bromberg-Martin, E. S., & Hikosaka, O. (2009). Midbrain dopamine neurons signal preference for advance information about upcoming rewards. Neuron, 63, 119–126.CrossRefPubMedPubMedCentral
Zurück zum Zitat Chow, J. J., Smith, A. P., Wilson, A. G., Zentall, T. R., & Beckmann, J. S. (2016). Suboptimal choice in rats: Incentive salience attribution promotes maladaptive decision-making. Behavioural Brain Research, 320, 244–254.CrossRefPubMed Chow, J. J., Smith, A. P., Wilson, A. G., Zentall, T. R., & Beckmann, J. S. (2016). Suboptimal choice in rats: Incentive salience attribution promotes maladaptive decision-making. Behavioural Brain Research, 320, 244–254.CrossRefPubMed
Zurück zum Zitat De Petrillo, F., Ventricelli, M., Ponsi, G., & Addessi, E. (2015). Do tufted capuchin monkeys play the odds? Flexible risk preferences in Sapajus spp. Animal Cognition, 18, 119–130.CrossRefPubMed De Petrillo, F., Ventricelli, M., Ponsi, G., & Addessi, E. (2015). Do tufted capuchin monkeys play the odds? Flexible risk preferences in Sapajus spp. Animal Cognition, 18, 119–130.CrossRefPubMed
Zurück zum Zitat Dinsmoor, J. A., Browne, M. P., & Lawrence, C. E. (1972). A test of the negative discriminative stimulus as a reinforcer of observing. Journal of the Experimental Analysis of Behavior, 18, 79–85.CrossRefPubMedPubMedCentral Dinsmoor, J. A., Browne, M. P., & Lawrence, C. E. (1972). A test of the negative discriminative stimulus as a reinforcer of observing. Journal of the Experimental Analysis of Behavior, 18, 79–85.CrossRefPubMedPubMedCentral
Zurück zum Zitat Dunn, R., & Spetch, M. L. (1990). Choice with uncertain outcomes: Conditioned reinforcement effects. Journal of the Experimental Analysis of Behavior, 53, 201–218.CrossRefPubMedPubMedCentral Dunn, R., & Spetch, M. L. (1990). Choice with uncertain outcomes: Conditioned reinforcement effects. Journal of the Experimental Analysis of Behavior, 53, 201–218.CrossRefPubMedPubMedCentral
Zurück zum Zitat Escobar, R., & Bruner, C. A. (2009). Observing responses and serial stimuli: Searching for the reinforcing properties of the S−. Journal of the Experimental Analysis of Behavior, 92, 215–231.CrossRefPubMedPubMedCentral Escobar, R., & Bruner, C. A. (2009). Observing responses and serial stimuli: Searching for the reinforcing properties of the S−. Journal of the Experimental Analysis of Behavior, 92, 215–231.CrossRefPubMedPubMedCentral
Zurück zum Zitat Fantino, E., & Silberberg, A. (2010). Revisiting the role of bad news in maintaining human observing behavior. Journal of the Experimental Analysis of Behavior, 93, 157–170.CrossRefPubMedPubMedCentral Fantino, E., & Silberberg, A. (2010). Revisiting the role of bad news in maintaining human observing behavior. Journal of the Experimental Analysis of Behavior, 93, 157–170.CrossRefPubMedPubMedCentral
Zurück zum Zitat Fortes, I., Vasconcelos, M., & Machado, A. (2016). Testing the boundaries of “paradoxical” predictions: Pigeons do disregard bad news. Journal of Experimental Psychology: Animal Learning and Cognition, 42, 336–346. Fortes, I., Vasconcelos, M., & Machado, A. (2016). Testing the boundaries of “paradoxical” predictions: Pigeons do disregard bad news. Journal of Experimental Psychology: Animal Learning and Cognition, 42, 336–346.
Zurück zum Zitat Gelman, A., & Hill, J. (2006). Data analysis using regression and multilevel/hierarchical models. Cambridge, MA: Cambridge University Press University Press.CrossRef Gelman, A., & Hill, J. (2006). Data analysis using regression and multilevel/hierarchical models. Cambridge, MA: Cambridge University Press University Press.CrossRef
Zurück zum Zitat Hayden, B. Y., & Platt, M. L. (2009). Gambling for Gatorade: Risk-sensitive decision making for fluid rewards in humans. Animal Cognition, 12, 201–207.CrossRefPubMed Hayden, B. Y., & Platt, M. L. (2009). Gambling for Gatorade: Risk-sensitive decision making for fluid rewards in humans. Animal Cognition, 12, 201–207.CrossRefPubMed
Zurück zum Zitat Heilbronner, S. R., & Hayden, B. (2013). Contextual factors explain risk-seeking preferences in rhesus monkeys. Decision Making under Uncertainty, 7, 1–7. Heilbronner, S. R., & Hayden, B. (2013). Contextual factors explain risk-seeking preferences in rhesus monkeys. Decision Making under Uncertainty, 7, 1–7.
Zurück zum Zitat Heilbronner, S. R., Hayden, B. Y., & Platt, M. L. (2010). Neuroeconomics of risk-sensitive decision making. In G. J. Madden & W. K. Bickel (Eds.), Impulsivity: The behavioral and neurological science of discounting (pp. 159–187). Washington, DC: American Psychological Association.CrossRef Heilbronner, S. R., Hayden, B. Y., & Platt, M. L. (2010). Neuroeconomics of risk-sensitive decision making. In G. J. Madden & W. K. Bickel (Eds.), Impulsivity: The behavioral and neurological science of discounting (pp. 159–187). Washington, DC: American Psychological Association.CrossRef
Zurück zum Zitat Hertwig, R., Barron, G., Weber, E. U., & Erev, I. (2004). Decisions from experience and the effect of rare events in risky choice. Psychological Science, 15, 534–539.CrossRefPubMed Hertwig, R., Barron, G., Weber, E. U., & Erev, I. (2004). Decisions from experience and the effect of rare events in risky choice. Psychological Science, 15, 534–539.CrossRefPubMed
Zurück zum Zitat Hinnenkamp, J. E., Shahan, T. A., & Madden, G. J. (2017). How suboptimal is suboptimal choice? Journal of the Experimental Analysis of Behavior, 107, 136–150.CrossRefPubMed Hinnenkamp, J. E., Shahan, T. A., & Madden, G. J. (2017). How suboptimal is suboptimal choice? Journal of the Experimental Analysis of Behavior, 107, 136–150.CrossRefPubMed
Zurück zum Zitat Kacelnik, A., & Bateson, M. (1996). Risky theories—the effects of variance on foraging decisions. American Zoologist, 36, 402–434.CrossRef Kacelnik, A., & Bateson, M. (1996). Risky theories—the effects of variance on foraging decisions. American Zoologist, 36, 402–434.CrossRef
Zurück zum Zitat Kacelnik, A., & El Mouden, C. (2013). Triumphs and trials of the risk paradigm. Animal Behaviour, 86, 1117–1129.CrossRef Kacelnik, A., & El Mouden, C. (2013). Triumphs and trials of the risk paradigm. Animal Behaviour, 86, 1117–1129.CrossRef
Zurück zum Zitat Kahneman, D., & Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica: Journal of the Econometric Society, 47, 263–291.CrossRef Kahneman, D., & Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica: Journal of the Econometric Society, 47, 263–291.CrossRef
Zurück zum Zitat Knight, F. H. (1921). Risk, uncertainty and profit. New York: Hart, Schaffner and Marx. Knight, F. H. (1921). Risk, uncertainty and profit. New York: Hart, Schaffner and Marx.
Zurück zum Zitat Lagorio, C. H., & Hackenberg, T. D. (2010). Risky choice in pigeons and humans: A cross- species comparison. Journal of the Experimental Analysis of Behavior, 93, 27–44.CrossRefPubMedPubMedCentral Lagorio, C. H., & Hackenberg, T. D. (2010). Risky choice in pigeons and humans: A cross- species comparison. Journal of the Experimental Analysis of Behavior, 93, 27–44.CrossRefPubMedPubMedCentral
Zurück zum Zitat Lalli, J. S., Mauro, B. C., & Mace, F. C. (2000). Preference for unreliable reinforcement in children with mental retardation: The role of conditioned reinforcement. Journal of Applied Behavior Analysis, 33, 533–544.CrossRefPubMedPubMedCentral Lalli, J. S., Mauro, B. C., & Mace, F. C. (2000). Preference for unreliable reinforcement in children with mental retardation: The role of conditioned reinforcement. Journal of Applied Behavior Analysis, 33, 533–544.CrossRefPubMedPubMedCentral
Zurück zum Zitat Laude, J. R., Beckmann, J. S., Daniels, C. W., & Zentall, T. R. (2014). Impulsivity affects suboptimal gambling-like choice by pigeons. Journal of Experimental Psychology: Animal Learning and Cognition, 40, 2–11. Laude, J. R., Beckmann, J. S., Daniels, C. W., & Zentall, T. R. (2014). Impulsivity affects suboptimal gambling-like choice by pigeons. Journal of Experimental Psychology: Animal Learning and Cognition, 40, 2–11.
Zurück zum Zitat Laude, J. R., Pattison, K. F., & Zentall, T. R. (2012). Hungry pigeons make suboptimal choices, less hungry pigeons do not. Psychonomic Bulletin & Review, 19, 884–891.CrossRef Laude, J. R., Pattison, K. F., & Zentall, T. R. (2012). Hungry pigeons make suboptimal choices, less hungry pigeons do not. Psychonomic Bulletin & Review, 19, 884–891.CrossRef
Zurück zum Zitat Laude, J. R., Stagner, J. P., & Zentall, T. R. (2014). Suboptimal choice by pigeons may result from the diminishing effect of nonreinforcement. Journal of Experimental Psychology: Animal Learning and Cognition, 40, 12–21. Laude, J. R., Stagner, J. P., & Zentall, T. R. (2014). Suboptimal choice by pigeons may result from the diminishing effect of nonreinforcement. Journal of Experimental Psychology: Animal Learning and Cognition, 40, 12–21.
Zurück zum Zitat Linnet, J. (2014). Neurobiological underpinnings of reward anticipation and outcome evaluation in gambling disorder. Frontiers in Behavioral Neuroscience, 8, 56–60.CrossRef Linnet, J. (2014). Neurobiological underpinnings of reward anticipation and outcome evaluation in gambling disorder. Frontiers in Behavioral Neuroscience, 8, 56–60.CrossRef
Zurück zum Zitat Linnet, J., Frøslev, M., Ramsgaard, S., Gebauer, L., Mouridsen, K., & Wohlert, V. (2012). Impaired probability estimation and decision-making in pathological gambling poker players. Journal of Gambling Studies, 28, 113–122.CrossRefPubMed Linnet, J., Frøslev, M., Ramsgaard, S., Gebauer, L., Mouridsen, K., & Wohlert, V. (2012). Impaired probability estimation and decision-making in pathological gambling poker players. Journal of Gambling Studies, 28, 113–122.CrossRefPubMed
Zurück zum Zitat Linnet, J., Mouridsen, K., Peterson, E., Møller, A., Doudet, D. J., & Gjedde, A. (2012). Striatal dopamine release codes uncertainty in pathological gambling. Psychiatry Research: Neuroimaging, 204, 55–60.CrossRefPubMed Linnet, J., Mouridsen, K., Peterson, E., Møller, A., Doudet, D. J., & Gjedde, A. (2012). Striatal dopamine release codes uncertainty in pathological gambling. Psychiatry Research: Neuroimaging, 204, 55–60.CrossRefPubMed
Zurück zum Zitat McCoy, A. N., & Platt, M. L. (2005). Risk-sensitive neurons in macaque posterior cingulate cortex. Nature Neuroscience, 8, 1220–1227.CrossRefPubMed McCoy, A. N., & Platt, M. L. (2005). Risk-sensitive neurons in macaque posterior cingulate cortex. Nature Neuroscience, 8, 1220–1227.CrossRefPubMed
Zurück zum Zitat McDevitt, M. A., Dunn, R. M., Spetch, M. L., & Ludvig, E. A. (2016). When good news leads to bad choices. Journal of the Experimental Analysis of Behavior, 105, 23–40.CrossRefPubMed McDevitt, M. A., Dunn, R. M., Spetch, M. L., & Ludvig, E. A. (2016). When good news leads to bad choices. Journal of the Experimental Analysis of Behavior, 105, 23–40.CrossRefPubMed
Zurück zum Zitat McDevitt, M. A., Spetch, M. L., & Dunn, R. (1997). Contiguity and conditioned reinforcement in probabilistic choice. Journal of the Experimental Analysis of Behavior, 68, 317–327.CrossRefPubMedPubMedCentral McDevitt, M. A., Spetch, M. L., & Dunn, R. (1997). Contiguity and conditioned reinforcement in probabilistic choice. Journal of the Experimental Analysis of Behavior, 68, 317–327.CrossRefPubMedPubMedCentral
Zurück zum Zitat Mishra, S. (2014). Decision-making under risk: Integrating perspectives from biology, economics, and psychology. Personality and Social Psychology Review, 18, 280–307.CrossRefPubMed Mishra, S. (2014). Decision-making under risk: Integrating perspectives from biology, economics, and psychology. Personality and Social Psychology Review, 18, 280–307.CrossRefPubMed
Zurück zum Zitat Molet, M., Miller, H. C., Laude, J. R., Kirk, C., Manning, B., & Zentall, T. R. (2012). Decision making by humans in a behavioral task: Do humans, like pigeons, show suboptimal choice? Learning & Behavior, 40, 439–447.CrossRef Molet, M., Miller, H. C., Laude, J. R., Kirk, C., Manning, B., & Zentall, T. R. (2012). Decision making by humans in a behavioral task: Do humans, like pigeons, show suboptimal choice? Learning & Behavior, 40, 439–447.CrossRef
Zurück zum Zitat Paglieri, F., Addessi, E., De Petrillo, F., Laviola, G., Mirolli, M., Parisi, D., … Adriani, W. (2014). Nonhuman gamblers: lessons from rodents, primates, and robots. Frontiers in Behavioral Neuroscience, 8, 22–60. Paglieri, F., Addessi, E., De Petrillo, F., Laviola, G., Mirolli, M., Parisi, D., … Adriani, W. (2014). Nonhuman gamblers: lessons from rodents, primates, and robots. Frontiers in Behavioral Neuroscience, 8, 22–60.
Zurück zum Zitat Pattison, K. F., Laude, J. R., & Zentall, T. R. (2013). Environmental enrichment affects suboptimal, risky, gambling-like choice by pigeons. Animal Cognition, 16, 429–434.CrossRefPubMed Pattison, K. F., Laude, J. R., & Zentall, T. R. (2013). Environmental enrichment affects suboptimal, risky, gambling-like choice by pigeons. Animal Cognition, 16, 429–434.CrossRefPubMed
Zurück zum Zitat Richardson, W. K., Washburn, D. A., Hopkins, W. D., Savage-Rumbaugh, E. S., & Rumbaugh, D. M. (1990). The NASA/LRC computerized test system. Behavior Research Methods, Instruments, & Computers, 22, 127–131.CrossRef Richardson, W. K., Washburn, D. A., Hopkins, W. D., Savage-Rumbaugh, E. S., & Rumbaugh, D. M. (1990). The NASA/LRC computerized test system. Behavior Research Methods, Instruments, & Computers, 22, 127–131.CrossRef
Zurück zum Zitat Sayers, K., & Menzel, C. R. (2017). Risk sensitivity, phylogenetic reconstruction, and four chimpanzees. Behavioral Ecology and Sociobiology, 71, 26.CrossRef Sayers, K., & Menzel, C. R. (2017). Risk sensitivity, phylogenetic reconstruction, and four chimpanzees. Behavioral Ecology and Sociobiology, 71, 26.CrossRef
Zurück zum Zitat Silberberg, A., Murray, P., Christensen, J., & Asano, T. (1988). Choice in the repeated-gambles experiment. Journal of the Experimental Analysis of Behavior, 50, 187–195.CrossRefPubMedPubMedCentral Silberberg, A., Murray, P., Christensen, J., & Asano, T. (1988). Choice in the repeated-gambles experiment. Journal of the Experimental Analysis of Behavior, 50, 187–195.CrossRefPubMedPubMedCentral
Zurück zum Zitat Stephens, D. W., & Krebs, J. R. (1986). Foraging theory. West Sussex, UK: Princeton University Press. Stephens, D. W., & Krebs, J. R. (1986). Foraging theory. West Sussex, UK: Princeton University Press.
Zurück zum Zitat Stevens, J. R. (2010). Rational decision making in primates: The bounded and the ecological. In M. L. Platt & A. A. Ghazanfar (Eds.), Primate Neuroethology (pp. 98–116). Oxford: Oxford University Press.CrossRef Stevens, J. R. (2010). Rational decision making in primates: The bounded and the ecological. In M. L. Platt & A. A. Ghazanfar (Eds.), Primate Neuroethology (pp. 98–116). Oxford: Oxford University Press.CrossRef
Zurück zum Zitat Trujano, R. E., & Orduña, V. (2015). Rats are optimal in a choice task in which pigeons are not. Behavioural Processes, 119, 22–27.CrossRefPubMed Trujano, R. E., & Orduña, V. (2015). Rats are optimal in a choice task in which pigeons are not. Behavioural Processes, 119, 22–27.CrossRefPubMed
Zurück zum Zitat Wagenmakers, E. J., & Farrell, S. (2004). AIC model selection using Akaike weights. Psychonomic Bulletin & Review, 11, 192–196.CrossRef Wagenmakers, E. J., & Farrell, S. (2004). AIC model selection using Akaike weights. Psychonomic Bulletin & Review, 11, 192–196.CrossRef
Zurück zum Zitat Xu, E. R., & Kralik, J. D. (2014). Risky business: Rhesus monkeys exhibit persistent preferences for risky options. Frontiers in Psychology, 5, 258.PubMedPubMedCentral Xu, E. R., & Kralik, J. D. (2014). Risky business: Rhesus monkeys exhibit persistent preferences for risky options. Frontiers in Psychology, 5, 258.PubMedPubMedCentral
Zurück zum Zitat Zentall, T. (2016a). An Animal Model of Human Gambling. International Journal of Psychological Research, 9, 96–112.CrossRef Zentall, T. (2016a). An Animal Model of Human Gambling. International Journal of Psychological Research, 9, 96–112.CrossRef
Zurück zum Zitat Zentall, T. R. (2016b). Resolving the paradox of suboptimal choice. Journal of Experimental Psychology: Animal Learning and Cognition, 42, 1–14. Zentall, T. R. (2016b). Resolving the paradox of suboptimal choice. Journal of Experimental Psychology: Animal Learning and Cognition, 42, 1–14.
Zurück zum Zitat Zentall, T. R., & Stagner, J. (2011). Maladaptive choice behaviour by pigeons: An animal analogue and possible mechanism for gambling (sub-optimal human decision-making behaviour). Proceedings of the Royal Society of London B: Biological Sciences, 278, 1203–1208.CrossRef Zentall, T. R., & Stagner, J. (2011). Maladaptive choice behaviour by pigeons: An animal analogue and possible mechanism for gambling (sub-optimal human decision-making behaviour). Proceedings of the Royal Society of London B: Biological Sciences, 278, 1203–1208.CrossRef
Metadaten
Titel
Gambling in rhesus macaques (Macaca mulatta): The effect of cues signaling risky choice outcomes
verfasst von
Travis R. Smith
Michael J. Beran
Michael E. Young
Publikationsdatum
18.04.2017
Verlag
Springer US
Erschienen in
Learning & Behavior / Ausgabe 3/2017
Print ISSN: 1543-4494
Elektronische ISSN: 1543-4508
DOI
https://doi.org/10.3758/s13420-017-0270-5