Skip to main content

Affective perception of Euro banknotes: cognitive factors and interindividual differences

Abstract

Money can be a tool to achieve a wide range of goals in everyday life. Different studies have reported that both the mere exposure to money and its use as a reward can determine cognitive and social effects. Nevertheless, little is known about the basic affective perception of Euro banknotes. Thus, in the present study we aim to assess differences in valence, arousal and familiarity evaluations of banknote pictures (from 5 to 500€) by taking into account gender, socioeconomic status and Love of Money (LoM) score, which measures the subjective attitude toward money, in a sample of participants. We found that valence and arousal increase with the nominal value of the banknotes, and that the relationship between these affective scores and the nominal value appears to be logarithmic (Weber’s law) rather than linear. High value banknotes were evaluated as pleasant, highly arousing, and less familiar. Low value banknotes instead were evaluated as more familiar, less arousing and neutrally valenced. Finally, we found that valence and arousal evaluations are mainly influenced by the LoM score of our participants. Instead, gender and economic condition influenced only arousal scores. These findings suggest the importance of deepening the study of these variables to shed light on money-related biases and abnormal economic behaviors.

This is a preview of subscription content, access via your institution.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

References

  • Baird, J. C., & Noma, E. J. (1978). Fundamentals of scaling and psychophysics. Hoboken: Wiley.

    Google Scholar 

  • Bernoulli, D. (1954). Exposition of a new theory on the measurement of risk. Econometrica, 22, 23–36. (Original work published 1738).

    Google Scholar 

  • Bolls, P. D., Lang, A., & Potter, R. F. (2001). The effects of message valence and listener arousal on attention, memory, and facial muscular responses to radio advertisements. Communication Research, 28(5), 627–651.

    Google Scholar 

  • Brandstätter, E., & Brandstätter, H. (1996). What’s money worth? Determinants of the subjective value of money. Journal of Economic Psychology, 17(4), 443–464.

    Google Scholar 

  • Brodeur, M. B., Dionne-Dostie, E., Montreuil, T., & Lepage, M. (2010). The Bank of Standardized Stimuli (BOSS), a new set of 480 normative photos of objects to be used as visual stimuli in cognitive research. PLoS One, 5(5), e10773.

    PubMed  PubMed Central  Google Scholar 

  • Bruner, J. S., & Goodman, C. C. (1947). Value and need as organizing factors in perception. The Journal of Abnormal and Social Psychology, 42(1), 33.

    Google Scholar 

  • Bruner, J. S., & Minturn, A. L. (1955). Perceptual identification and perceptual organization. The Journal of General Psychology, 53(1), 21–28.

    Google Scholar 

  • Buss, D. M. (1998). Sexual strategies theory: Historical origins and current status. Journal of Sex Research, 35(1), 19–31.

    Google Scholar 

  • Buss, D. M., & Schmitt, D. P. (1993). Sexual strategies theory: an evolutionary perspective on human mating. Psychological Review, 100(2), 204.

    PubMed  Google Scholar 

  • Charbonnier, L., Van Der Laan, L. N., Viergever, M. A., & Smeets, P. A. (2015). Functional MRI of challenging food choices: forced choice between equally liked high-and low-calorie foods in the absence of hunger. PLoS One, 10(7), e0131727.

    PubMed  PubMed Central  Google Scholar 

  • Dehaene, S. (2003). The neural basis of the Weber-Fechner law: a logarithmic mental number line. Trends in Cognitive Sciences, 7(4), 145–147.

    PubMed  Google Scholar 

  • Delgado, M. R., Nystrom, L. E., Fissell, C., Noll, D. C., & Fiez, J. A. (2000). Tracking the hemodynamic responses to reward and punishment in the striatum. Journal of Neurophysiology, 84(6), 3072–3077.

    PubMed  Google Scholar 

  • Deng, Y., Chang, L., Yang, M., Huo, M., & Zhou, R. (2016). Gender differences in emotional response: Inconsistency between experience and expressivity. PLoS One, 11(6), e0158666.

    PubMed  PubMed Central  Google Scholar 

  • Dittmar, H. (2004). Understanding and diagnosing compulsive buying. Handbook of Addictive Disorders, 42, 411–450.

    Google Scholar 

  • Dittmar, H. (2005). Compulsive buying—a growing concern? An examination of gender, age, and endorsement of materialistic values as predictors. British Journal of Psychology, 96(4), 467–491.

    PubMed  Google Scholar 

  • Elliott, R., Newman, J. L., Longe, O. A., & Deakin, J. W. (2003). Differential response patterns in the striatum and orbitofrontal cortex to financial reward in humans: a parametric functional magnetic resonance imaging study. Journal of Neuroscience, 23(1), 303–307.

    PubMed  Google Scholar 

  • Feldman, L. A. (1995). Valence focus and arousal focus: Individual differences in the structure of affective experience. Journal of Personality and Social Psychology, 69(1), 153–166.

    Google Scholar 

  • Foroni, F., Pergola, G., Argiris, G., & Rumiati, R. I. (2013). The FoodCast research image database (FRIDa). Frontiers in Human Neuroscience, 7, 51.

    PubMed  PubMed Central  Google Scholar 

  • Freud, E., Culham, J. C., Namdar, G., & Behrmann, M. (2019). Object complexity modulates the association between action and perception in childhood. Journal of Experimental Child Psychology, 179, 56–72.

    PubMed  Google Scholar 

  • Giuliani, F., D’Anselmo, A., Tommasi, L., Brancucci, A., & Pietroni, D. (2017). Hemispheric asymmetries in price estimation: do brain hemispheres attribute different monetary values? Frontiers in Psychology, 8, 2042.

    PubMed  PubMed Central  Google Scholar 

  • Giuliani, F., Manippa, V., Brancucci, A., Tommasi, L., & Pietroni, D. (2018). Side biases in Euro banknotes recognition: The horizontal mapping of monetary value. Frontiers in Psychology, 9, 2293.

    PubMed  PubMed Central  Google Scholar 

  • Hamilton, R. W., Mittal, C., Shah, A., Thompson, D. V., & Griskevicius, V. (2019). How financial constraints influence consumer behavior: An integrative framework. Journal of Consumer Psychology, 29(2), 285–305.

    Google Scholar 

  • Kacelnik, A., & Abreu, F. B. (1998). Risky choice and Weber’s law. Journal of Theoretical Biology, 194(2), 289–298.

    PubMed  Google Scholar 

  • Kahneman, D., & Deaton, A. (2010). High income improves evaluation of life but not emotional well-being. Proceedings of the National Academy of Sciences, 107(38), 16489–16493.

    Google Scholar 

  • Kahneman, D., & Tversky, A. (2013). Choices, values, and frames. In L. C. MacLean, & W. T. Ziemba (Eds.), Handbook of the fundamentals of financial decision making (Vol. 4, Part 1, pp. 269–278). Singapore: World Scientific.

    Google Scholar 

  • Krug, M. K., & Braver, T. S. (2014). Motivation and cognitive control: Going beyond monetary incentives. In H. Aarts, & E. Bijleveld (Eds.), The psychological science of money (pp. 137–162). New York: Springer.

    Google Scholar 

  • Kuppens, P., Tuerlinckx, F., Russell, J. A., & Barrett, L. F. (2013). The relation between valence and arousal in subjective experience. Psychological Bulletin, 139(4), 917.

    PubMed  Google Scholar 

  • Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1997). International affective picture system (IAPS): Technical manual and affective ratings. NIMH Center for the Study of Emotion and Attention, 1, 39–58.

    Google Scholar 

  • Lang, A., Dhillon, K., & Dong, Q. (1995). The effects of emotional arousal and valence on television viewers’ cognitive capacity and memory. Journal of Broadcasting and Electronic Media, 39(3), 313–327.

    Google Scholar 

  • Lea, S. E., & Webley, P. (2006). Money as tool, money as drug: The biological psychology of a strong incentive. Behavioral and Brain Sciences, 29(2), 161–209.

    Google Scholar 

  • Lithari, C., Frantzidis, C. A., Papadelis, C., Vivas, A. B., Klados, M. A., Kourtidou-Papadeli, C., & Bamidis, P. D. (2010). Are females more responsive to emotional stimuli? A neurophysiological study across arousal and valence dimensions. Brain Topography, 23(1), 27–40.

    PubMed  Google Scholar 

  • Lodder, P., Ong, H. H., Grasman, R. P., & Wicherts, J. (2019). A comprehensive meta-analysis of money priming. Journal of Experimental Psychology: General, 148, 688–712.

    Google Scholar 

  • Lundqvist, D., Flykt, A., & Öhman, A. (1998). KDEF: The Karolinska directed emotional faces. Stockholm: Karolinska Institutet. ISBN 91-630-7164-9.

    Google Scholar 

  • Lynn, R. (1993). Sex differences in competitiveness and the valuation of money in twenty countries. The Journal of Social Psychology, 133(4), 507–511.

    PubMed  Google Scholar 

  • Maison, D. (2019). Spending money: Pleasure or pain? Why some people spend money easily while others have a problem with it? In D. Maison (Ed.), The psychology of financial consumer behavior (pp. 73–103). Cham: Springer.

    Google Scholar 

  • Mandel, N., & Johnson, E. J. (2002). When web pages influence choice: Effects of visual primes on experts and novices. Journal of Consumer Research, 29(2), 235–245.

    Google Scholar 

  • Manippa, V., Padulo, C., van der Laan, L. N., & Brancucci, A. (2017). Gender differences in food choice: Effects of superior temporal sulcus stimulation. Frontiers in Human Neuroscience, 11, 597.

    PubMed  PubMed Central  Google Scholar 

  • Mitchell, T. R., & Mickel, A. E. (1999). The meaning of money: An individual-difference perspective. Academy of Management Review, 24(3), 568–578.

    Google Scholar 

  • Namboodiri, V. M. K., Mihalas, S., & Shuler, M. G. H. (2014). A temporal basis for Weber’s law in value perception. Frontiers in Integrative Neuroscience, 8, 79.

    PubMed  PubMed Central  Google Scholar 

  • O’Neill, J. (2003). The gender gap in wages, circa 2000. American Economic Review, 93(2), 309–314.

    Google Scholar 

  • Padulo, C., Carlucci, L., Manippa, V., Marzoli, D., Saggino, A., Tommasi, L., & Brancucci, A. (2017). Valence, familiarity and arousal of different foods in relation to age, sex and weight. Food Quality and Preference, 57, 104–113.

    Google Scholar 

  • Padulo, C., Carlucci, L., Marzoli, D., Manippa, V., Tommasi, L., Saggino, A., & Brancucci, A. (2018). Affective evaluation of food images according to stimulus and subject characteristics. Journal of Human Nutrition and Dietetics, 31, 715–724.

    PubMed  Google Scholar 

  • Papini, M. R., & Pellegrini, S. (2006). Scaling relative incentive value in consummatory behavior. Learning and Motivation, 37(4), 357–378.

    Google Scholar 

  • Pessiglione, M., Schmidt, L., Draganski, B., Kalisch, R., Lau, H., Dolan, R. J., & Frith, C. D. (2007). How the brain translates money into force: a neuroimaging study of subliminal motivation. Science, 316(5826), 904–906.

    PubMed  PubMed Central  Google Scholar 

  • Plantenga, J., & Remery, C. (2006). The gender pay gap. Origins and policy responses. A comparative review of thirty European countries. Brussels: Equality Unit.

    Google Scholar 

  • Pliner, P. (1982). The effects of mere exposure on liking for edible substances. Appetite, 3(3), 283–290.

    PubMed  Google Scholar 

  • Raposo, A., Frade, S., Alves, M., & Marques, J. F. (2018). The neural bases of price estimation: Effects of size and precision of the estimate. Brain and Cognition, 125, 157–164.

    PubMed  Google Scholar 

  • Russell, J. A. (1980). A circumplex model of affect. Journal of Personality and Social Psychology, 39(6), 1161–1178.

    Google Scholar 

  • Schmidt, L., Cléry-Melin, M. L., Lafargue, G., Valabrègue, R., Fossati, P., Dubois, B., & Pessiglione, M. (2009). Get aroused and be stronger: emotional facilitation of physical effort in the human brain. Journal of Neuroscience, 29(30), 9450–9457.

    PubMed  Google Scholar 

  • Tang, T. L. P. (1993). The meaning of money: Extension and exploration of the money ethic scale in a sample of university students in Taiwan. Journal of Organizational Behavior, 14(1), 93–99.

    Google Scholar 

  • Tang, T. L. P. (1995). The development of a short money ethic scale: Attitudes toward money and pay satisfaction revisited. Personality and Individual Differences, 19(6), 809–816.

    Google Scholar 

  • Tang, T. L. P., & Chiu, R. K. (2003). Income, money ethic, pay satisfaction, commitment, and unethical behavior: Is the love of money the root of evil for Hong Kong employees? Journal of Business Ethics, 46(1), 13–30.

    Google Scholar 

  • Tang, T. L. P., Sutarso, T., Akande, A., Allen, M. W., Alzubaidi, A. S., Ansari, M. A., & Cheng, B. S. (2006). The love of money and pay level satisfaction: Measurement and functional equivalence in 29 geopolitical entities around the world. Management and Organization Review, 2(3), 423–452.

    Google Scholar 

  • Tversky, A., & Kahneman, D. (1981). The framing of decisions and the psychology of choice. Science, 211(4481), 453–458.

    PubMed  Google Scholar 

  • Veling, H., & Aarts, H. (2010). Cueing task goals and earning money: Relatively high monetary rewards reduce failures to act on goals in a Stroop task. Motivation and Emotion, 34(2), 184–190.

    PubMed  PubMed Central  Google Scholar 

  • Vohs, K. D. (2015). Money priming can change people’s thoughts, feelings, motivations, and behaviors: An update on 10 years of experiments. Journal of Experimental Psychology: General, 144(4), e86.

    Google Scholar 

  • Watson, D., & Tellegen, A. (1985). Toward a consensual structure of mood. Psychological Bulletin, 98(2), 219–235.

    PubMed  Google Scholar 

  • Worchel, S., Lee, J., & Adewole, A. (1975). Effects of supply and demand on ratings of object value. Journal of Personality and Social Psychology, 32(5), 906–914.

    Google Scholar 

  • Zajonc, R. B. (1968). Attitudinal effects of mere exposure. Journal of Personality and Social Psychology, 9(2p2), 1.

    Google Scholar 

  • Zink, C. F., Pagnoni, G., Martin-Skurski, M. E., Chappelow, J. C., & Berns, G. S. (2004). Human striatal responses to monetary reward depend on saliency. Neuron, 42(3), 509–517.

    PubMed  Google Scholar 

Download references

Acknowledgements

We would like to thank Stefano Anzani for his useful suggestions in the final phase of the manuscript preparation.

Funding

This study did not receive any funding.

Author information

Affiliations

Authors

Contributions

VM and FG conceived and designed the experiment, collected, analyzed and interpreted the data and wrote the manuscript. AB, LC, RP and DP provided critical revisions and contributed to the final version of the manuscript. All authors approved the final version for submission and agreed to be accountable for all aspects of the work.

Corresponding author

Correspondence to Valerio Manippa.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

Informed consent

Informed consent was obtained from all individual participants included in the study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Manippa, V., Giuliani, F., Brancucci, A. et al. Affective perception of Euro banknotes: cognitive factors and interindividual differences. Psychological Research 85, 121–132 (2021). https://doi.org/10.1007/s00426-019-01240-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00426-019-01240-z