Effects of positive affect and positive emotions on executive functions: a systematic review and meta-analysis

References

• * = Studies are part of the systematic review.
   Google Scholar
• Alloway, T. P. (2007). Working memory, reading, and mathematical skills in children with developmental coordination disorder. Journal of Experimental Child Psychology, 96(1), 20–36. https://doi.org/10.1016/j.jecp.2006.07.002
   PubMed Web of Science ®Google Scholar
• Ashby, F. G., Isen, A. M., & Turken, A. U. (1999). A neuropsychological theory of positive affect and its influence on cognition. Psychological Review, 106(3), 529–550. https://doi.org/10.1037/0033-295X.106.3.529
   PubMed Web of Science ®Google Scholar
• *Au, R. K., & Tang, V. K. (2019). The effect of sexual arousal and emotional arousal on working memory. Cogent Psychology, 6(1), 1645260. https://doi.org/10.1080/23311908.2019.1645260
   Web of Science ®Google Scholar
• Baas, M., De Dreu, C. K., & Nijstad, B. A. (2008). A meta-analysis of 25 years of mood-creativity research: Hedonic tone, activation, or regulatory focus? Psychological Bulletin, 134(6), 779–806. https://doi.org/10.1037/a0012815
   PubMed Web of Science ®Google Scholar
• Baumeister, R. F., Vohs, K. D., Nathan DeWall, C., & Zhang, L. (2007). How emotion shapes behavior: Feedback, anticipation, and reflection, rather than direct causation. Personality and Social Psychology Review, 11(2), 167–203. https://doi.org/10.1177/1088868307301033
   PubMed Web of Science ®Google Scholar
• Blanchette, I., & Richards, A. (2010). The influence of affect on higher level cognition: A review of research on interpretation, judgement, decision making and reasoning (pp. 286-334). Psychology Press.
   Google Scholar
• *Bruyneel, L., van Steenbergen, H., Hommel, B., Band, G. P., De Raedt, R., & Koster, E. H. (2013). Happy but still focused: Failures to find evidence for a mood-induced widening of visual attention. Psychological Research, 77(3), 320–332. https://doi.org/10.1007/s00426-012-0432-1
   PubMed Web of Science ®Google Scholar
• Cohen, J. (1992). Quantitative methods in psychology: A power primer. Psychological Bulletin, 112(1), 155–159.
   PubMed Web of Science ®Google Scholar
• *De Dreu, C. K., Baas, M., & Nijstad, B. A. (2008). Hedonic tone and activation level in the mood-creativity link: Toward a dual pathway to creativity model. Journal of Personality and Social Psychology, 94(5), 739–756. https://doi.org/10.1037/0022-3514.94.5.739
   PubMed Web of Science ®Google Scholar
• De Luca, C. R., Wood, S. J., Anderson, V., Buchanan, J. A., Proffitt, T. M., Mahony, K., & Pantelis, C. (2003). Normative data from the CANTAB. I: Development of executive function over the lifespan. Journal of Clinical and Experimental Neuropsychology, 25(2), 242–254. https://doi.org/10.1076/jcen.25.2.242.13639
   PubMed Web of Science ®Google Scholar
• Diamond, A. (2013). Executive functions. Annual Review of Psychology, 64(1), 135–168. https://doi.org/10.1146/annurev-psych-113011-143750
   PubMed Web of Science ®Google Scholar
• Dreisbach, G. (2023). Using the theory of constructed emotion to inform the study of cognition-emotion interactions. Psychonomic Bulletin & Review, 30(2), 489–497. https://doi.org/10.3758/s13423-022-02176-z
   PubMed Web of Science ®Google Scholar
• Dreisbach, G., & Fröber, K. (2019). On how to be flexible (or not): Modulation of the stability-flexibility balance. Current Directions in Psychological Science, 28(1), 3–9. https://doi.org/10.1177/0963721418800030
   Web of Science ®Google Scholar
• Eriksen, B. A., & Eriksen, C. W. (1974). Effects of noise letters upon the identification of a target letter in a nonsearch task. Perception and Psychophysics, 16(1), 143–149. https://doi.org/10.3758/BF03203267
   Web of Science ®Google Scholar
• Feldman Barrett, L. F. (2017). The theory of constructed emotion: An active inference account of interoception and categorization. Social Cognitive and Affective Neuroscience, 12(1), 1–23. https://doi.org/10.1093/scan/nsw156
   PubMed Web of Science ®Google Scholar
• Feldman Barrett, L. F., Wilson-Mendenhall, C. D., & Barsalou, L. W. (2015). The conceptual act theory: A roadmap. In L. Feldman Barrett & J. A. Russell (Eds.), The psychological construction of emotion (pp. 83–110).
   Google Scholar
• Field, A. P. (2001). Meta-analysis of correlation coefficients: A Monte Carlo comparison of fixed-and random-effects methods. Psychological Methods, 6(2), 161–180. https://doi.org/10.1037/1082-989X.6.2.161
   PubMed Web of Science ®Google Scholar
• *Finucane, A. M., Whiteman, M. C., & Power, M. J. (2010). The effect of happiness and sadness on alerting, orienting, and executive attention. Journal of Attention Disorders, 13(6), 629–639. https://doi.org/10.1177/1087054709334514
   PubMed Web of Science ®Google Scholar
• Fredrickson, B. L. (1998). What good are positive emotions? Review of General Psychology, 2(3), 300–319. https://doi.org/10.1037/1089-2680.2.3.300
   PubMedGoogle Scholar
• Fredrickson, B. L. (2001). The role of PEs in positive psychology: The broaden-and-build theory of PEs. American Psychologist, 56(3), 218–226. https://doi.org/10.1037/0003-066X.56.3.218
   PubMed Web of Science ®Google Scholar
• Fredrickson, B. L. (2013). Chapter one – PEs broaden and build. Advances in Experimental Social Psychology, 47, 1–53. https://doi.org/10.1016/B978-0-12-407236-7.00001-2
   Web of Science ®Google Scholar
• Friedman, N. P., & Miyake, A. (2017). Unity and diversity of executive functions: Individual differences as a window on cognitive structure. Cortex, 86, 186–204. https://doi.org/10.1016/j.cortex.2016.04.023
   PubMed Web of Science ®Google Scholar
• *Fulford, D., Feldman, G., Tabak, B. A., McGillicuddy, M., & Johnson, S. L. (2013). Positive affect enhances the association of hypomanic personality and cognitive flexibility. International Journal of Cognitive Therapy, 6(1), 1–16. https://doi.org/10.1521/ijct.2013.6.1.1
   PubMed Web of Science ®Google Scholar
• Gendron, M., & Feldman Barrett, L. (2009). Reconstructing the past: A century of ideas about emotion in psychology. Emotion Review, 1(4), 316–339. https://doi.org/10.1177/1754073909338877
   PubMed Web of Science ®Google Scholar
• Grahek, I., Musslick, S., & Shenhav, A. (2020). A computational perspective on the roles of affect in cognitive control. International Journal of Psychophysiology, 151, 25–34. https://doi.org/10.1016/j.ijpsycho.2020.02.001
   PubMed Web of Science ®Google Scholar
• Griskevicius, V., Shiota, M. N., & Neufeld, S. L. (2010). Influence of different PEs on persuasion processing: A functional evolutionary approach. Emotion, 10(2), 190–206. https://doi.org/10.1037/a0018421
   PubMed Web of Science ®Google Scholar
• *Guo, Y., Li, W., Lu, X., Xu, X., Qiu, F., Shen, M., & Gao, Z. (2020). Emotional states affect the retention of biological motion in working memory. Emotion, 20(8), 1446–1461. https://doi.org/10.1037/emo0000668
   PubMed Web of Science ®Google Scholar
• Heilmann, F., Memmert, D., Weinberg, H., & Lautenbach, F. (2023). The relationship between executive functions and sports experience, relative age effect, as well as physical maturity in youth soccer players of different ages. In International Journal of Sport and Exercise Psychology, 21(2), 271–289. https://doi.org/10.1080/1612197X.2021.2025141.
   Web of Science ®Google Scholar
• Hommel, B. (2011). The Simon effect as tool and heuristic. Acta Psychologica, 136(2), 189–202. https://doi.org/10.1016/j.actpsy.2010.04.011
   PubMed Web of Science ®Google Scholar
• Isen, A. M. (2009). A role for neuropsychology in understanding the facilitating influence of positive affect on social behavior and cognitive processes. In S. J. Lopez & C. R. Snyder (Eds.), The Oxford handbook of positive psychology (2nd ed., pp. 503–518).
   Google Scholar
• Isen, A. M., Daubman, K. A., & Gorgoglione, J. M. (1997). The influence of positive affect on cognitive organization. In R. E. Snow & M. J. Farr (Eds.), Aptitude, learning, and instruction (3rd ed., pp. 143–164).
   Google Scholar
• Joseph, D. L., Chan, M. Y., Heintzelman, S. J., Tay, L., Diener, E., & Scotney, V. S. (2020). The manipulation of affect: A meta-analysis of affect induction procedures. Psychological Bulletin, 146(4), 355–375. https://doi.org/10.1037/bul0000224
   PubMed Web of Science ®Google Scholar
• Kalén, A., Bisagno, E., Musculus, L., Raab, M., Pérez-Ferreirós, A., Williams, A. M., Araújo, D., Lindwall, M., & Ivarsson, A. (2021). The role of domain-specific and domain-general cognitive functions and skills in sports performance: A meta-analysis. Psychological Bulletin, 147(12), 1290–1308. https://doi.org/10.1037/bul0000355
   PubMed Web of Science ®Google Scholar
• Kmet, L. M., Cook, L. S., & Lee, R. C. (2004). Standard quality assessment criteria for evalu-ating primary research papers from a variety of fields. https://doi.org/10.7939/R37M04F16
   Google Scholar
• Knöbel, S., & Lautenbach, F. (2023). An assist for cognitive diagnostics in soccer (part II): Development and validation of a task to measure working memory in a soccer-specific setting. Frontiers in Psychology: Movement Science and Sport, 13, 1026017.
   PubMed Web of Science ®Google Scholar
• *Lagner, P., Kliegel, M., Phillips, L. H., Ihle, A., Hering, A., Ballhausen, N., & Schnitzspahn, K. M. (2015). Mood effects on memory and executive control in a real-life situation. Cognition and Emotion, 29(6), 1107–1116. https://doi.org/10.1080/02699931.2014.962486
   PubMed Web of Science ®Google Scholar
• Lautenbach, F., Laborde, S. J. P., Putman, P., Angelidis, A., & Raab, M. (2016). Attentional distraction by negative sports words in athletes under low-and high-pressure conditions: Evidence from the sport emotional Stroop task. Sport, Exercise, and Performance Psychology, 5(4), 296–307. https://doi.org/10.1037/spy0000073
   Web of Science ®Google Scholar
• Lazarus, R. S. (2000). How emotions influence performance in competitive sports. The Sport Psychologist, 14(3), 229–252. https://doi.org/10.1123/tsp.14.3.229
   Web of Science ®Google Scholar
• Lench, H. C., Flores, S. A., & Bench, S. W. (2011). Discrete emotions predict changes in cognition, judgment, experience, behavior, and physiology: A meta-analysis of experimental emotion elicitations. Psychological Bulletin, 137(5), 834–855. https://doi.org/10.1037/a0024244
   PubMed Web of Science ®Google Scholar
• Lezak, M. (1983). Neuropsychological assessment (2nd ed.). New York: Oxford Univer-sity Press.
   Google Scholar
• Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P., … Moher, D. (2009). The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: Explanation and elaboration. Annals of Internal Medicine, 151(4), W-65. https://doi.org/10.7326/0003-4819-151-4-200908180-00136
   Web of Science ®Google Scholar
• MacLeod, C. M. (1991). Half a century of research on the Stroop effect: An integrative review. Psychological Bulletin, 109(2), 163–203. https://doi.org/10.1037/0033-2909.109.2.163
   PubMed Web of Science ®Google Scholar
• *Martin, E. A., & Kerns, J. G. (2011). The influence of positive mood on different aspects of cognitive control. Cognition and Emotion, 25(2), 265–279. https://doi.org/10.1080/02699931.2010.491652
   PubMed Web of Science ®Google Scholar
• Milner, B. (1964). Some effects of frontal lobectomy in man. In J. M. Warren, & K. Akert (Eds.), The frontal granular cortex and behavior (pp. 313–334). McGraw-Hill.
   Google Scholar
• Mitchell, R. L., & Phillips, L. H. (2007). The psychological, neurochemical and functional neuroanatomical mediators of the effects of positive and negative mood on EFs. Neuropsychologia, 45(4), 617–629. https://doi.org/10.1016/j.neuropsychologia.2006.06.030
   PubMed Web of Science ®Google Scholar
• Miyake, A., & Friedman, N. P. (2012). The nature and organization of individual differences in EFs: Four general conclusions. Current Directions in Psychological Science, 21(1), 8–14. https://doi.org/10.1177/0963721411429458
   PubMed Web of Science ®Google Scholar
• *Moriya, H., & Nittono, H. (2011). Effect of mood states on the breadth of spatial attentional focus: An event-related potential study. Neuropsychologia, 49(5), 1162–1170. https://doi.org/10.1016/j.neuropsychologia.2011.02.036
   PubMed Web of Science ®Google Scholar
• Munoz, D. P., & Everling, S. (2004). Look away: The anti-saccade task and the voluntary control of eye movement. Nature Reviews Neuroscience, 5(3), 218–228. https://doi.org/10.1038/nrn1345
   PubMed Web of Science ®Google Scholar
• *Nath, P., & Pradhan, R. K. (2014). Does feeling happy contributes to flexible thinking: Exploring the association between positive emotions and cognitive flexibility. Psychological Studies, 59(2), 180–190. https://doi.org/10.1007/s12646-014-0241-2
   Google Scholar
• Oaksford, M., Morris, F., Grainger, B., & Williams, J. M. G. (1996). Mood, reasoning, and central executive processes. Journal of Experimental Psychology: Learning, Memory, and Cognition, 22(2), 476–492. https://doi.org/10.1037/0278-7393.22.2.476
   Web of Science ®Google Scholar
• Owen, A. M., McMillan, K. M., Laird, A. R., & Bullmore, E. (2005). N-back working memory paradigm: A meta-analysis of normative functional neuroimaging studies. Human Brain Mapping, 25(1), 46–59. https://doi.org/10.1002/hbm.20131
   PubMed Web of Science ®Google Scholar
• Petrides, M., Alivisatos, B., Evans, A. C., & Meyer, E. (1993). Dissociation of human mid-dorsolateral from posterior dorsolateral frontal cortex in memory processing. Proceedings of the National Academy of Sciences, 90(3), 873–877. https://doi.org/10.1073/pnas.90.3.873
   PubMed Web of Science ®Google Scholar
• *Phillips, L. H., Bull, R., Adams, E., & Fraser, L. (2002). Positive mood and executive function: Evidence from Stroop and fluency tasks. Emotion, 2(1), 12–22. https://doi.org/10.1037/1528-3542.2.1.12
   PubMed Web of Science ®Google Scholar
• Pourtois, G., Vanlessen, N., Bakic, J., & Paul, K. (2017). Modulatory effects of positive mood on cognition: Lessons from attention and error monitoring. Current Directions in Psychological Science, 26(6), 495–501. https://doi.org/10.1177/0963721417709551
   Web of Science ®Google Scholar
• Revord, J., Sweeny, K., & Lyubomirsky, S. (2021). Categorizing the function of PEs. Current Opinion in Behavioral Sciences, 39, 93–97. https://doi.org/10.1016/j.cobeha.2021.03.001
   Web of Science ®Google Scholar
• Rogers, R. D., & Monsell, S. (1995). Costs of a predictible switch between simple cognitive tasks. Journal of Experimental Psychology: General, 124(2), 207–231. https://doi.org/10.1037/0096-3445.124.2.207
   Web of Science ®Google Scholar
• Rohatgi, A. (2014). WebPlotDigitizer user manual version 3.4. URL http://arohatgi. info/WebPlotDigitizer/app, 1-18.
   Google Scholar
• Rosch, E. (1975). Cognitive representations of semantic categories. Journal of Experimental Psychology: General, 104(3), 192–233. https://doi.org/10.1037/0096-3445.104.3.192
   Web of Science ®Google Scholar
• Roth, L. H. O., & Laireiter, A. R. (2021). Factor structure of the “Top Ten” positive emotions of Barbara Fredrickson. Frontiers in Psychology, 12, 641804. https://doi.org/10.3389/fpsyg.2021.641804
   PubMed Web of Science ®Google Scholar
• *Rowe, G., Hirsh, J. B., & Anderson, A. K. (2007). Positive affect increases the breadth of attentional selection. Proceedings of the National Academy of Sciences, 104(1), 383–388. https://doi.org/10.1073/pnas.0605198104
   PubMed Web of Science ®Google Scholar
• Russell, J. A. (2003). Core affect and the psychological construction of emotion. Psychological Review, 110(1), 145–172. https://doi.org/10.1037/0033-295X.110.1.145
   PubMed Web of Science ®Google Scholar
• Schuch, S., & Pütz, S. (2021). Mood state and conflict adaptation: An update and a diffusion model analysis. Psychological Research, 85(1), 322–344. https://doi.org/10.1007/s00426-019-01258-3
   PubMed Web of Science ®Google Scholar
• Schuch, S., Zweerings, J., Hirsch, P., & Koch, I. (2017). Conflict adaptation in positive and negative mood: Applying a success-failure manipulation. Acta Psychologica, 176, 11–22. https://doi.org/10.1016/j.actpsy.2017.03.005
   PubMed Web of Science ®Google Scholar
• Schwarz, N., & Clore, G. L. (1983). Mood, misattribution, and judgments of well-being: Informative and directive functions of affective states. Journal of Personality and Social Psychology, 45(3), 513–523. https://doi.org/10.1037/0022-3514.45.3.513
   Web of Science ®Google Scholar
• Sels, L., Tran, A., Greenaway, K. H., Verhofstadt, L., & Kalokerinos, E. K. (2021). The social functions of PEs. Current Opinion in Behavioral Sciences, 39, 41–45. https://doi.org/10.1016/j.cobeha.2020.12.009
   Web of Science ®Google Scholar
• Shadish, W. R., Cook, T. D., & Campbell, D. T. (2001). Experimental and quasi-experimental designs for generalized causal inference. Wadsworth Cengage Learning.
   Google Scholar
• Shiota, M. N., Neufeld, S. L., Danvers, A. F., Osborne, E. A., Sng, O., & Yee, C. I. (2014). PE differentiation: A functional approach. Social and Personality Psychology Compass, 8(3), 104–117. https://doi.org/10.1111/spc3.12092
   Google Scholar
• Shiota, M. N., Sauter, D. A., & Desmet, P. M. (2021). What are “positive” affect and emotion? Current Opinion in Behavioral Sciences, 39, 142–146. https://doi.org/10.1016/j.cobeha.2021.03.007
   Web of Science ®Google Scholar
• Siedlecka, E., & Denson, T. F. (2019). Experimental methods for inducing basic emotions: A qualitative review. Emotion Review, 11(1), 87–97. https://doi.org/10.1177/1754073917749016
   Web of Science ®Google Scholar
• Solso, R. L., MacLin, M. K., & MacLin, O. H. (2005). Cognitive psychology (7th ed.). Pearson Education New Zealand.
   Google Scholar
• Sweller, J., Van Merrienboer, J. J. G., & Paas, F. G. W. C. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251–296. https://doi.org/10.1023/A:1022193728205
   Web of Science ®Google Scholar
• van Steenbergen, H., Band, G. P., & Hommel, B. (2010). In the mood for adaptation: How affect regulates conflict-driven control. Psychological Science, 21(11), 1629–1634. https://doi.org/10.1177/0956797610385951
   PubMed Web of Science ®Google Scholar
• Vaughan, R. S., & McConville, C. (2021). Executive function and mood: The moderating role of athletic expertise. Perceptual and Motor Skills, 128(2), 672–691. https://doi.org/10.1177/0031512520987364
   PubMed Web of Science ®Google Scholar
• Verbruggen, F., & Logan, G. D. (2008). Automatic and controlled response inhibition: Associative learning in the go/no-go and stop-signal paradigms. Journal of Experimental Psychology: General, 137(4), 649–672. https://doi.org/10.1037/a0013170
   PubMed Web of Science ®Google Scholar
• Viechtbauer, W., & Cheung, M. W. L. (2010). Outlier and influence diagnostics for meta-analysis. Research Synthesis Methods, 1(2), 112–125. https://doi.org/10.1002/jrsm.11
   PubMed Web of Science ®Google Scholar
• Villanueva, C. M., Silton, R. L., Heller, W., Barch, D. M., & Gruber, J. (2021). Change is on the horizon: Call to action for the study of PE and reward in psychopathology. Current Opinion in Behavioral Sciences, 39, 34–40. https://doi.org/10.1016/j.cobeha.2020.11.008
   Web of Science ®Google Scholar
• *Wenzel, M., Conner, T. S., & Kubiak, T. (2013). Understanding the limits of self-control: Positive affect moderates the impact of task switching on consecutive self-control performance. European Journal of Social Psychology, 43(3), 175–184. https://doi.org/10.1002/ejsp.1936
   Web of Science ®Google Scholar
• Westermann, R., Spies, K., Stahl, G., & Hesse, F. W. (1996). Relative effectiveness and validity of mood induction procedures: A meta-analysis. European Journal of Social Psychology, 26(4), 557–580. https://doi.org/10.1002/(SICI)1099-0992(199607)26:4<557::AID-EJSP769>3.0.CO;2-4
   Web of Science ®Google Scholar
• Zelazo, P. D., Frye, D., & Rapus, T. (1996). An age-related dissociation between knowing rules and using them. Cognitive Development, 11(1), 37–63. https://doi.org/10.1016/S0885-2014(96)90027-1
   Web of Science ®Google Scholar