Abstract
People often attribute poor performance to having bad days. Given that cognitive aging leads to lower average levels of performance and more moment-to-moment variability, one might expect that older adults should show greater day-to-day variability and be more likely to experience bad days than younger adults. However, both researchers and ordinary people typically sample only one performance per day for a given activity. Hence, the empirical basis for concluding that cognitive performance does substantially vary from day to day is inadequate. On the basis of data from 101 younger and 103 older adults who completed nine cognitive tasks in 100 daily sessions, we show that the contributions of systematic day-to-day variability to overall observed variability are reliable but small. Thus, the impression of good versus bad days is largely due to performance fluctuations at faster timescales. Despite having lower average levels of performance, older adults showed more consistent levels of performance across days.
References
|
Allaire, J. C., Marsiske, M. (2005). Intraindividual variability may not always indicate vulnerability in elders’ cognitive performance. Psychology and Aging, 20, 390–401. Google Scholar | Crossref | Medline | ISI | |
|
Anstey, K. J., Dear, K., Christensen, H., Jorm, A. F. (2005). Biomarkers, health, lifestyle, and demographic variables as correlates of reaction time performance in early, middle, and late adulthood. Quarterly Journal of Experimental Psychology A, 58, 5–21. doi:10.1080/02724980443000232 Google Scholar | Crossref | Medline | |
|
Brose, A., Scheibe, S., Schmiedek, F. (2013). Life contexts make a difference: Emotional stability in younger and older adults. Psychology and Aging, 28, 148–159. doi:10.1037/a0030047 Google Scholar | Crossref | Medline | ISI | |
|
Brose, A., Schmiedek, F., Lövdén, M., Lindenberger, U. (2011). Normal aging dampens the link between intrusive thoughts and negative affect in reaction to daily stressors. Psychology and Aging, 26, 488–502. doi:10.1037/a0022287 Google Scholar | Crossref | Medline | ISI | |
|
Brose, A., Schmiedek, F., Lövdén, M., Lindenberger, U. (2012). Daily variability in working memory is coupled with negative affect: The role of attention and motivation. Emotion, 12, 605–617. doi:10.1037/a0024436 Google Scholar | Crossref | Medline | ISI | |
|
Brose, A., Schmiedek, F., Lövdén, M., Molenaar, P. C. M., Lindenberger, U. (2010). Adult age differences in covariation of motivation and working memory performance: Contrasting between-person and within-person findings. Research in Human Development, 7, 61–78. doi:10.1080/15427600903578177 Google Scholar | Crossref | ISI | |
|
Carroll, J. B. (1993). Human cognitive abilities. Cambridge, England: Cambridge University Press. Google Scholar | Crossref | |
|
Deary, I. J., Der, G. (2005). Reaction time, age, and cognitive ability: Longitudinal findings from age 16 to 63 years in representative population samples. Aging, Neuropsychology, and Cognition, 12, 187–215. doi:10.1080/13825580590969235 Google Scholar | Crossref | ISI | |
|
Fozard, J. L., Vercruyssen, M., Reynolds, S. L., Hancock, P. A., Quilter, R. E. (1994). Age differences and changes in reaction time: The Baltimore Longitudinal Study of Aging. Journal of Gerontology, 49, 179–189. Google Scholar | Crossref | Medline | |
|
Garrett, D., Samanez-Larkin, G., MacDonald, S., Lindenberger, U., McIntosh, A. R. (2013). Moment-to-moment brain signal variability: A next frontier in human brain mapping. Neuroscience & Biobehavioral Reviews, 37, 610–624. Google Scholar | Crossref | Medline | ISI | |
|
Hertzog, C., Dixon, R. A., Hultsch, D. F. (1992). Intraindividual change in text recall of the elderly. Brain & Language, 42, 248–269. doi:10.1016/0093-934X(92)90100-S Google Scholar | Crossref | Medline | ISI | |
|
Li, S.-C., Aggen, S. H., Nesselroade, J. R., Baltes, P. B. (2001). Short-term fluctuations in elderly people’s sensorimotor functioning predict text and spatial memory performance: The MacArthur Successful Aging Studies. Gerontology, 47, 100–116. doi:10.1159/000052782 Google Scholar | Crossref | Medline | ISI | |
|
Li, S.-C., Lindenberger, U., Hommel, B., Aschersleben, G., Prinz, W., Baltes, P. B. (2004). Transformations in the couplings among intellectual abilities and constituent cognitive processes across the life span. Psychological Science, 15, 155–163. doi:10.1111/j.0956-7976.2004.01503003.x Google Scholar | SAGE Journals | ISI | |
|
Li, S.-C., Lindenberger, U., Sikström, S. (2001). Aging cognition: From neuromodulation to representation. Trends in Cognitive Sciences, 5, 479–486. doi:10.1016/S1364-6613(00)01769-1 Google Scholar | Crossref | Medline | ISI | |
|
MacDonald, S. W. S., Hultsch, D. F., Dixon, R. A. (2003). Performance variability is related to change in cognition: Evidence from the Victoria Longitudinal Study. Psychology and Aging, 18, 510–523. doi:10.1037/0882-7974.18.3.510 Google Scholar | Crossref | Medline | ISI | |
|
MacDonald, S. W. S., Nyberg, L., Bäckman, L. (2006). Intra-individual variability in behavior: Links to brain structure, neurotransmission and neuronal activity. Trends in Neurosciences, 29, 474–480. doi:10.1016/j.tins.2006.06.011 Google Scholar | Crossref | Medline | ISI | |
|
Nesselroade, J. R. (1991). The warp and the woof of the developmental fabric. In Downs, R. M., Liben, L. S., Palermo, D. S. (Eds.), Visions of aesthetics, the environment & development: The legacy of Joachim F. Wohlwill (pp. 213–240). Hillsdale, NJ: Erlbaum. Google Scholar | |
|
Nesselroade, J. R., Salthouse, T. A. (2004). Methodological and theoretical implications of intraindividual variability in perceptual-motor performance. Journals of Gerontology B: Psychological Sciences and Social Sciences, 59B, 49–55. Google Scholar | Crossref | ISI | |
|
Newell, K. M., Mayer-Kress, G., Hong, S. L., Liu, Y.-T. (2009). Adaptation and learning: Characteristic time scales of performance dynamics. Human Movement Science, 28, 655–687. doi:10.1016/j.humov.2009.07.001 Google Scholar | Crossref | Medline | ISI | |
|
Nilsson, L.-G., Adolfsson, R., Bäckman, L., de Frias, C. M., Molander, B., Nyberg, L. (2004). Betula: A prospective cohort study on memory, health and aging. Aging, Neuropsychology, and Cognition, 11, 134–148. doi:10.1080/13825580490511026 Google Scholar | Crossref | ISI | |
|
Rabbitt, P., Osman, P., Moore, B., Stollery, B. (2001). There are stable individual differences in performance variability, both from moment to moment and from day to day. Quarterly Journal of Experimental Psychology A, 54, 981–1003. doi:10.1080/02724980042000534 Google Scholar | SAGE Journals | |
|
Riediger, M., Wrzus, C., Schmiedek, F., Wagner, G. G., Lindenberger, U. (2011). Is seeking bad mood cognitively demanding? Contra-hedonic orientation and working-memory capacity in everyday life. Emotion, 11, 656–665. doi:10.1037/a0022756 Google Scholar | Crossref | Medline | ISI | |
|
Schaie, K. W. (2005). Developmental influences on adult cognitive development: The Seattle Longitudinal Study. New York, NY: Oxford University Press. Google Scholar | |
|
Schmiedek, F., Bauer, C., Lövdén, M., Brose, A., Lindenberger, U. (2010). Cognitive enrichment in old age: Web-based training programs. GeroPsych, 23, 59–67. doi:10.1024/1662-9647/a000013 Google Scholar | Crossref | |
|
Schmiedek, F., Lövdén, M., Lindenberger, U. (2010). Hundred days of cognitive training enhance broad cognitive abilities in adulthood: Findings from the COGITO Study. Frontiers in Aging Neuroscience, 2, 1–10. doi:10.3389/fnagi.2010.00027 Google Scholar | Crossref | Medline | ISI | |
|
Schmiedek, F., Oberauer, K., Wilhelm, O., Süß, H.-M., Wittmann, W. W. (2007). Individual differences in components of reaction time distributions and their relations to working memory and intelligence. Journal of Experimental Psychology: General, 136, 414–429. doi:10.1037/0096-3445.136.3.414 Google Scholar | Crossref | Medline | ISI | |
|
Shing, Y. L., Schmiedek, F., Lövdén, M., Lindenberger, U. (2012). Memory updating practice across 100 days in the COGITO Study. Psychology and Aging, 27, 451–461. doi:10.1037/a0025568 Google Scholar | Crossref | Medline | ISI | |
|
Sliwinski, M. J., Smyth, J. M., Hofer, S. M., Stawski, R. S. (2006). Intraindividual coupling of daily stress and cognition. Psychology and Aging, 21, 545–557. doi:10.1037/0882-7974.21.3.545 Google Scholar | Crossref | Medline | ISI | |
|
Wagner, G. G., Frick, J. R., Schupp, J. (2007). The German Socio-Economic Panel Study (SOEP): Scope, evolution and enhancements. Schmollers Jahrbuch, 127, 139–169. Google Scholar | |
|
Weissman, D. H., Roberts, K. C., Visscher, K. M., Woldorff, M. G. (2006). The neural bases of momentary lapses in attention. Nature Neuroscience, 9, 971–978. doi:10.1038/nn1727 Google Scholar | Crossref | Medline | ISI | |
|
Wolff, J. K., Brose, A., Lövdén, M., Tesch-Römer, C., Lindenberger, U., Schmiedek, F. (2012). Health is health is health? Age differences in intraindividual variability and in within-person versus between-person factor structures of self-reported health complaints. Psychology and Aging, 27, 881–891. doi:10.1037/a0029125 Google Scholar | Crossref | Medline | ISI |
