Favourite and Least Favourite Colours Tell Different Stories: Testing the Ecological Valence Theory

Abstract

Colour preferences are not random – many people like blue but dislike brownish yellows. The Ecological Valence Theory (EVT) posits that colour preferences arise from affective experiences with similarly coloured objects, such as liking blue because of clear skies or disliking brown due to rotten foods. While the EVT should apply broadly, empirical tests have used very similar approaches and the same pre-selected colours. We tested the central prediction of the EVT using an alternative approach. Participants (N = 135) selected their favourite and least favourite colours from an unrestricted range using a computerised colour picker. They also provided reasons for these preferences and listed free associations with the chosen colours. Results supported the central prediction of the EVT but also revealed important asymmetries. Support was strong for favourite colours. We found more consistent, object-based, and almost exclusively positive associations (90%). For least favourite colours, responses were more diverse and yielded a surprising amount of positive, thus incongruent, associations (38%). These findings demonstrate that colour preferences arise from broad influences, including abstract concepts and personal meanings, while revealing fundamental asymmetries between favourite and least favourite colours.

Keywords

colour preference colour perception Ecological Valence Theory conceptual associations

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References

Adams

R. B.

Ambady

Macrae

C. N.

Kleck

R. E.

(2006). Emotional expressions forecast approach-avoidance behavior. Motivation and Emotion, 30(2), 177–186. https://doi.org/10.1007/s11031-006-9020-2

Al-Rasheed

A. S.

Franklin

Maule

(2022). A test of the ecological valence theory of color preference, the case of Arabic. Frontiers in Psychology, 13, 1010108. https://doi.org/10.3389/fpsyg.2022.1010108

Banks

Borghi

A. M.

Fargier

Fini

Jonauskaite

Mazzuca

Montalti

Villani

Woodin

(2023). Consensus paper: Current perspectives on abstract concepts and future research directions. Journal of Cognition, 6(1), 1–26. https://doi.org/10.5334/JOC.238

Banks

Connell

(2023). Category production norms for 117 concrete and abstract categories. Behavior Research Methods, 55(3), 1292–1313. https://doi.org/10.3758/s13428-021-01787-z

Carpenter

R. H.

Robson

J. G.

Robson

(1999). Vision research: A practical guide to laboratory methods. Oxford University Press .

Carver

C. S.

Scheier

M. F.

Weintraub

J. K.

(1989). Assessing coping strategies: A theoretically based approach. Journal of Personality and Social Psychology, 56(2), 267–283.

Chen

Bargh

J. A.

(1999). Consequences of automatic evaluation: immediate behavioral predispositions to approach or avoid the stimulus. Personality and Social Psychology Bulletin, 25(2), 215–224. https://doi.org/10.1177/0146167299025002007

Cohen

(1960). A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20(1), 37–46.

Dickson

K. S.

Ciesla

J. A.

Reilly

L. C.

(2012). Rumination, worry, cognitive avoidance, and behavioral avoidance: examination of temporal effects. Behavior Therapy, 43(3), 629–640. https://doi.org/https://doi.org/10.1016/j.beth.2011.11.002

10.

Elliot

A. J.

(2006). The hierarchical model of approach-avoidance motivation. Motivation and Emotion, 30(2), 111–116. https://doi.org/10.1007/s11031-006-9028-7

11.

Elliot

A. J.

Eder

A. B.

Harmon-Jones

(2013). Approach–avoidance motivation and emotion: Convergence and divergence. Emotion Review, 5(3), 308–311. https://doi.org/10.1177/1754073913477517

12.

Epicoco

Jonauskaite

Mohr

Parraga

C. A.

(2024a). Can we estimate which colors our participants see? Comparing results from different gamma correction methods. I-Perception, 15(5), 20416695241278560. https://doi.org/10.1177/20416695241278562

13.

Epicoco

Mohr

Uusküla

Quiblier

Bouayed Meziane

Laurent

Jonauskaite

(2021, September 3). Making sense of free associations with PURPLE – A new coding scheme testing French Speakers in three countries. In Proceedings of the International Colour Association (AIC) Conference 2021, Milan (Italy) (pp. 891–896). AIC.

14.

Epicoco

Mohr

Uusküla

Quiblier

Meziane

M. B.

Laurent

Spagnulo

G. F. M.

Jonauskaite

(2024b). The PURPLE mystery: Semantic meaning of three purple terms in French speakers from Algeria, France, and Switzerland. Color Research and Application, 49(1), 93–112. https://doi.org/10.1002/col.22908

15.

Eysenck

H. J.

(1941). A critical and experimental study of colour preferences. The American Journal of Psychology, 54(3), 385. https://doi.org/10.2307/1417683

16.

Fairfield

Padulo

Bortolotti

Perfetti

Mammarella

Balsamo

(2022). Do older and younger adults prefer the positive or avoid the negative? Brain Sciences, 12(3), 393. https://doi.org/10.3390/brainsci12030393

17.

Fortmann-Roe

(2011). Effects of hue, saturation, and brightness on color preference in social networks: Gender-based color preference on the social networking site Twitter. Color Research & Application, 38(3), 196–202. https://doi.org/10.1002/col.20734

18.

Fugate

J. M. B.

Franco

C. L.

(2019). What color is your anger? Assessing color-emotion pairings in English speakers. Frontiers in Psychology, 10, 206. https://doi.org/10.3389/fpsyg.2019.00206

19.

Gross

J. J.

Thompson

R. A.

(2014). Emotion regulation: Conceptual and practical issues. In Gross

J. J.

(Ed.), Handbook of emotion regulation (pp. 3–20). Guilford publications.

20.

Henrich

Heine

S. J.

Norenzayan

(2010). The weirdest people in the world? Behavioral and Brain Sciences, 33(2–3), 61–83. https://doi.org/10.1017/S0140525X0999152X

21.

Humphrey

(1976). The colour currency of nature. In Porter

Mikellides

(Eds.), Colour for Architecture (pp. 95–98). Taylor & Francis.

22.

Hunt

Pointer

(2011). Measuring colour. Wiley.

23.

Hurlbert

A. C.

Ling

(2007). Biological components of sex differences in color preference. Current Biology, 17(16), R623–R625. https://doi.org/10.1016/j.cub.2007.06.022

24.

Ikeda

(2023). Approach-avoidance behavioural patterns towards an affective voice. International Journal of Psychology, 58(2), 164–172. https://doi.org/https://doi.org/10.1002/ijop.12886

25.

Ishihara

(1993). Album-test pour la recherche des dyschromatopsies congenitales, 38 plates edn [Ishihara’s test for colour deficiency: 38 plates edition]. Kanehara. (Original work published 1917).

26.

Jonauskaite

Abu-Akel

Dael

Oberfeld

Abdel-Khalek

A. M.

Al-Rasheed

A. S.

Antonietti

J. P.

Bogushevskaya

Chamseddine

Chkonia

Corona

Fonseca-Pedrero

Griber

Y. A.

Grimshaw

Hasan

A. A.

Havelka

Hirnstein

Karlsson

B. S. A.

Laurent

, . . . Mohr

(2020). Universal patterns in color-emotion associations are further shaped by linguistic and geographic proximity. Psychological Science, 31(10), 1245–1260. https://doi.org/10.1177/0956797620948810

27.

Jonauskaite

Althaus

Dael

Dan-Glauser

Mohr

(2019a). What color do you feel? Color choices are driven by mood. Color Research and Application, 44(2), 272–284. https://doi.org/10.1002/col.22327

28.

Jonauskaite

Dael

Chèvre

Althaus

Tremea

Charalambides

Mohr

(2019b). Pink for girls, red for boys, and blue for both genders: colour preferences in children and adults. Sex Roles, 80(9–10), 630–642. https://doi.org/10.1007/s11199-018-0955-z

29.

Jonauskaite

Epicoco

Al-rasheed

A. S.

Aruta

J. J. B. R.

Bogushevskaya

Brederoo

S. G.

Corona

Fomins

Gizdic

Griber

Y. A.

Havelka

Hirnstein

John

Jopp

D. S.

Karlsson

Konstantinou

Laurent

É.

Marquardt

Mefoh

P. C.

, . . . Mohr

(2024). A comparative analysis of colour–emotion associations in 16–88-year-old adults from 31 countries. British Journal of Psychology, 115(2), 275–305. https://doi.org/https://doi.org/10.1111/bjop.12687

30.

Jonauskaite

Epicoco

Meziane

M. B.

Burton

Corona

Fonseca-Pedrero

González-Dávila

Havelka

Laurent

Lenggenhager

Loetscher

Castiñeira

S. L.

Manni

Mefoh

Oberfeld

Oguz

Özduran

R. Y.

Perchtold-Stefan

Quant

. . . Mohr

(2025). Free association database for a 62-word dataset including emotion and colour terms in English, Estonian, French, German, Italian, Lithuanian, and Spanish: Data from 14 countries. Journal of Open Psychology Data, 13(1), 4. https://doi.org/10.5334/jopd.140

31.

Jonauskaite

Mohr

(2025). Do we feel colours? A systematic review of 128 years of psychological research linking colours and emotions. Psychonomic Bulletin & Review, 32(4), 1457–1486. https://doi.org/10.3758/s13423-024-02615-z

32.

Jonauskaite

Mohr

Antonietti

J. P.

Spiers

P. M.

Althaus

Anil

Dael

(2016). Most and least preferred colours differ according to object context: New insights from an unrestricted colour range. PLoS One, 11(3), e0152194. https://doi.org/10.1371/journal.pone.0152194

33.

Jonauskaite

Wicker

Mohr

Dael

Havelka

Papadatou-Pastou

Zhang

Oberfeld

(2019c). A machine learning approach to quantify the specificity of colour–emotion associations and their cultural differences. Royal Society Open Science, 6(9), 190741. https://doi.org/10.1098/rsos.190741

34.

Kaya

Epps

H. H.

(2004). Relationship between color and emotion: A study of college students. College Student Journal, 3(38), 396–405.

35.

Klackl

Blechert

Jonas

(2023). Conflict in a word-based approach-avoidance task is stronger with positive words. Brain and Behavior, 13(6), e3008. https://doi.org/10.1002/brb3.3008

36.

LeDoux

J. E.

(2021). As soon as there was life, there was danger: the deep history of survival behaviours and the shallower history of consciousness. Philosophical Transactions of the Royal Society B: Biological Sciences, 377(1844), 20210292. https://doi.org/10.1098/rstb.2021.0292

37.

Ledoux

J. E.

Wilson

D. H.

Gazzaniga

M. S.

(1977). A divided mind: Observations on the conscious properties of the separated hemispheres. Annals of Neurology, 2(5), 417–421. https://doi.org/10.1002/ana.410020513

38.

McHugh

M. L.

(2012). Interrater reliability: The kappa statistic. Biochemia Medica, 22(3), 276–282.

39.

Munsell

A. H.

(1941). A color notation: An illustrated system defining all colors and their relations. The Hoffman Brothers Co.

40.

Muthukrishna

Bell

A. V

Henrich

Curtin

C. M.

Gedranovich

McInerney

Thue

(2020). Beyond Western, Educated, Industrial, Rich, and Democratic (WEIRD) psychology: Measuring and mapping scales of cultural and psychological distance. Psychological Science, 31(6), 678–701. https://doi.org/10.1177/0956797620916782

41.

L. C.

Luo

M. R.

Woodcock

Wright

(2004). A study of colour emotion and colour preference. Part I: Colour emotions for single colours. Color Research and Application, 29(3), 232–240. https://doi.org/10.1002/col.20010

42.

Palmer

S. E.

Schloss

K. B.

(2010). An ecological valence theory of human color preference. Proceedings of the National Academy of Sciences of the United States of America, 107(19), 8877–8882. https://doi.org/10.1073/pnas.0906172107

43.

Palmer

S. E.

Schloss

K. B.

Sammartino

(2013). Visual aesthetics and human preference. Annual Review of Psychology, 64, pp. 77–107. https://doi.org/10.1146/annurev-psych-120710-100504

44.

Qualtrics. (2023). Qualtrics (November, 2023).

45.

R Core Team. (2024). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing.

46.

Schloss

K. B.

(2018). Chapter 6. A color inference framework. In Progress in Colour Studies (pp. 107–122). John Benjamins Publishing Company.

47.

Schloss

K. B.

Goldberger

C. S.

Palmer

S. E.

Levitan

C. A.

(2015a). What’s that smell? An ecological approach to understanding preferences for familiar odors. Perception, 44(1), 23–38. https://doi.org/10.1068/p7807

48.

Schloss

K. B.

Hawthorne-Madell

Palmer

S. E.

(2015b). Ecological influences on individual differences in color preference. Attention, Perception, & Psychophysics, 77(8), 2803–2816. https://doi.org/10.3758/s13414-015-0954-x

49.

Schloss

K. B.

Heck

I. A.

(2017). Seasonal changes in color preferences are linked to variations in environmental colors: A longitudinal study of Fall. Iperception, 8(6), 2041669517742177. https://doi.org/10.1177/2041669517742177

50.

Schloss

K. B.

MacDonald

Biggam

C. P.

(2018). A color inference framework. In Progress in colour studies: Cognition, language and beyond (pp. 107 -122). John Benjamins Publishing Company.

51.

Schloss

K. B.

Nelson

Parker

Heck

I. A.

Palmer

S. E.

(2017). Seasonal variations in color preference. Cognitive Science, 41(6), 1589–1612. https://doi.org/10.1111/cogs.12429

52.

Schloss

K. B.

Palmer

S. E.

(2017). An ecological framework for temporal and individual differences in color preferences. Vision Research, 141, 95–108. https://doi.org/10.1016/j.visres.2017.01.010

53.

Schloss

K. B.

Palmer

S. E.

(2023). Color preference. In Shamey

(Ed.), Encyclopedia of color science and technology (pp. 456–462). Springer International Publishing.

54.

Schloss

K. B.

Strauss

E. D.

Palmer

S. E.

(2013). Object color preferences. Color Research and Application, 38(6), 393–411. https://doi.org/10.1002/col.21756

55.

Strauss

E. D.

Schloss

K. B.

Palmer

S. E.

(2013). Color preferences change after experience with liked/disliked colored objects. Psychonomic Bulletin and Review, 20(5), 935–943. https://doi.org/10.3758/s13423-013-0423-2

56.

Sweeny

Miller

(2012). Predictors of information avoidance: When does ignorance seem most blissful? Self and Identity, 11(2), 185–201. https://doi.org/10.1080/15298868.2010.520902

57.

Taylor

Clifford

Franklin

(2013a). Color preferences are not universal. Journal of Experimental Psychology General, 142(4), 1015–1027.

58.

Taylor

Franklin

(2012). The relationship between color–object associations and color preference: Further investigation of ecological valence theory. Psychonomic Bulletin & Review, 19(2), 190–197. https://doi.org/10.3758/s13423-012-0222-1

59.

Taylor

Schloss

Palmer

S. E.

Franklin

(2013b). Color preferences in infants and adults are different. Psychonomic Bulletin and Review, 20(5), 916–922. https://doi.org/10.3758/s13423-013-0411-6

60.

Watten

R. G.

Inge Fostervold

(2021). Colour preferences and personality traits. Preprints, 2021, 2021050642. https://doi.org/10.20944/preprints202105.0642.v1

61.

World Medical Association. (2013). World Medical Association Declaration of Helsinki. The Journal of the American Medical Association, 310(20), 2191–2194. https://doi.org/10.1001/jama.2013.281053

62.

Yokosawa

Schloss

K. B.

Asano

Palmer

S. E.

(2016). Ecological effects in cross-cultural differences between U.S. and Japanese color preferences. Cognitive Science, 40(7), 1590–1616. https://doi.org/10.1111/cogs.12291

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