Abstract
Memory lapses are a type of daily challenge that are common to most people and are associated with negative mood outcomes. How daily challenges are associated and linked to broad domains, like life satisfaction and well-being, has been underexamined. Life satisfaction is often assessed from a macro-level that emphasizes average differences over longer timeframes, yet daily experiences (i.e., micro-level) may accumulate to shape these characteristics. In the current study, we examined if daily memory lapses (e.g., difficulties with word-finding or forgetting a meeting) were associated with life satisfaction, and whether this relationship was mediated by the associated changes in positive and negative affect due to daily memory lapses. In a coordinated analysis of two datasets (N = 561, ages 25–93 years), we used multilevel structural equation modeling to assess how daily memory lapses may influence the broader outcome of global life satisfaction. The pattern of results was similar across datasets: memory lapses were associated with reduced positive affect and increased negative affect. Further, the daily affect associated with daily memory lapses significantly mediated the relationship between lapses and life satisfaction, while the direct relationship between memory lapses and life satisfaction was non-significant. This study provides support for the role of daily challenges, specifically memory lapses, influencing broader constructs such as psychological well-being by identifying the key factor of affective responses. Future work should identify other salient daily challenges, as well as explore if reducing the affective response to challenges through targeted interventions would mitigate impacts on distal functioning.
Similar content being viewed by others
Data Availability
The EAS and ESCAPE datasets are available from the Albert Einstein College of Medicine (https://www.einstein.yu.edu/departments/neurology/clinical-research-program/eas/data-sharing.aspx and http://www.einstein.yu.edu/departments/neurology/clinical-research-program/escape/data-sharing.aspx, respectively), but restrictions apply to the availability of these data. These datasets were used under license for the current study, and so are not publicly available. However, data are available under reasonable request from the authors and with permission of the Principal Investigators of EAS and ESCAPE, as well as their affiliated organizations.
Notes
See Supplementary Table 2 for within-person estimates.
References
Almeida, D. M., & Kessler, R. C. (1998). Everyday stressors and gender differences in daily distress. Journal of Personality and Social Psychology, 75(3), 670–680. https://doi.org/10.1037/0022-3514.75.3.670
Baltes, P. B., & Baltes, M. M. (1990). Psychological perspectives on successful aging: The model of selective optimization with compensation. In P. B. Baltes & M. M. Baltes (Eds.), Successful aging: Perspectives from the behavioral sciences (pp. 1–34). Cambridge University Press. https://doi.org/10.1017/CBO9780511665684.003
Birditt, K. S., Fingerman, K. L., & Almeida, D. M. (2005). Age differences in exposure and reactions to interpersonal tensions: A daily diary study. Psychology and Aging, 20(2), 330–340. https://doi.org/10.1037/0882-7974.20.2.330
Bondi, M. W., Edmonds, E. C., Jak, A. J., Clark, L. R., Delano-Wood, L., McDonald, C. R., Nation, D. A., Libon, D. J., Au, R., Galasko, D., & Salmon, D. P. (2014). Neuropsychological criteria for mild cognitive impairment improves diagnostic precision, biomarker associations, and progression rates. Journal of Alzheimer’s Disease, 42(1), 275–289. https://doi.org/10.3233/JAD-140276
Bárrios, H., Narciso, S., Guerreiro, M., Maroco, J., Logsdon, R., & de Mendonça, A. (2013). Quality of life in patients with mild cognitive impairment. Aging & Mental Health, 17(3), 287–292. https://doi.org/10.1080/13607863.2012.747083
Carstensen, L. L., Fung, H. H., & Charles, S. T. (2003). Socioemotional selectivity theory and the regulation of emotion in the second half of life. Motivation and Emotion, 27(2), 103–123. https://doi.org/10.1023/A:1024569803230
Carstensen, L. L., Isaacowitz, D. M., & Charles, S. T. (1999). Taking time seriously: A theory of socioemotional selectivity. American Psychologist, 54(3), 165–181. https://doi.org/10.1037/0003-066X.54.3.165
Carstensen, L. L., Pasupathi, M., Mayr, U., & Nesselroade, J. R. (2000). Emotional experience in everyday life across the adult life span. Journal of Personality and Social Psychology, 79(4), 644–655. https://doi.org/10.1037/0022-3514.79.4.644
Charles, S. T. (2010). Strength and vulnerability integration: A model of emotional well-being across adulthood. Psychological Bulletin, 136(6), 1068–1091. https://doi.org/10.1037/a0021232
Christensen, T. C., Barrett, L. F., Bliss-Moreau, E., Lebo, K., & Kaschub, C. (2003). A practical guide to experience-sampling procedures. Journal of Happiness Studies, 4(1), 53–78. https://doi.org/10.1023/A:1023609306024
Cohn, M. A., Fredrickson, B. L., Brown, S. L., Mikels, J. A., & Conway, A. M. (2009). Happiness unpacked: Positive emotions increase life satisfaction by building resilience. Emotion, 9(3), 361–368. https://doi.org/10.1037/a0015952
Diamond, K., Mowszowski, L., Cockayne, N., Norrie, L., Paradise, M., Hermens, D. F., Lewis, S. J., Hickie, I. B., & Naismith, S. L. (2015). Randomized controlled trial of a healthy brain ageing cognitive training program: Effects on memory, mood, and sleep. Journal of Alzheimer’s Disease, 44(4), 1181–1191. https://doi.org/10.3233/JAD-142061
Diener, E. D., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75. https://doi.org/10.1207/s15327752jpa4901_13
Diener, E., & Suh, E. (1997). Subjective well-being and age: An international analysis. Annual Review of Gerontology and Geriatrics, 17(1), 304–324. https://doi.org/10.1891/0198-8794.17.1.304
Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125(2), 276–302. https://doi.org/10.1037/0033-2909.125.2.276
Ekman, P. (1999). Basic emotions. In T. Dalgleish & M. Power (Eds.), Handbook of cognition and emotion (pp. 45–60). Wiley.
Gilewski, M. J., Zelinski, E. M., & Schaie, K. W. (1990). The Memory functioning questionnaire for assessment of memory complaints in adulthood and old age. Psychology and Aging, 5(4), 482–490.
Glisky, E. L. (2007). Changes in cognitive function in human aging. In D. R. Riddle (Ed.), Brain aging: Models, methods, and mechanisms. CRC Press/Taylor & Francis.
Gross, J. J. (1998). The emerging field of emotion regulation: An integrative review. Review of General Psychology, 2(3), 271–299. https://doi.org/10.1037/2F1089-2680.2.3.271
Hill, N. L., Mogle, J., Kitko, L. A., Gilmore-Bykovskyi, A., Wion, R. K., Kitt-Lewis, E., & Kolanowski, A. (2018). Incongruence of subjective memory impairment ratings and the experience of memory problems in older adults without dementia: A mixed methods study. Aging & Mental Health, 22, 978–985. https://doi.org/10.1080/13607863.2017.1337715
Hofer, S. M., & Piccinin, A. M. (2009). Integrative data analysis through coordination of measurement and analysis protocol across independent longitudinal studies. Psychological Methods, 14(2), 150–164. https://doi.org/10.1037/2Fa0015566
Hox, J. J., Moerbeek, M., & van de Schoot, R. (2017). Multilevel analysis: Techniques and applications. Routledge.
IBM Corp. Released. (2019). IBM SPSS statistics for windows, version 26.0. IBM Corp.
Jonker, C., Geerlings, M. I., & Schmand, B. (2000). Are memory complaints predictive for dementia? A review of clinical and population-based studies. International Journal of Geriatric Psychiatry, 15(11), 983–991. https://doi.org/10.1002/1099-1166(200011)15:11%3C983::AID-GPS238%3E3.0.CO;2-5
Kessler, E. M., Bowen, C. E., Baer, M., Froelich, L., & Wahl, H. W. (2012). Dementia worry: A psychological examination of an unexplored phenomenon. European Journal of Ageing, 9(4), 275–284. https://doi.org/10.1007/s10433-012-0242-8
Kim, E. S., Shiba, K., Boehm, J. K., & Kubzansky, L. D. (2020). Sense of purpose in life and five health behaviors in older adults. Preventive Medicine, 139, 106172. https://doi.org/10.1016/j.ypmed.2020.106172
Kunzmann, U., Little, T. D., & Smith, J. (2000). Is age-related stability of subjective well-being a paradox? Cross-sectional and longitudinal evidence from the Berlin aging study. Psychology and Aging, 15(3), 511–526. https://doi.org/10.1037/0882-7974.15.3.511
Kuppens, P., Realo, A., & Diener, E. (2008). The role of positive and negative emotions in life satisfaction judgment across nations. Journal of Personality and Social Psychology, 95(1), 66–75. https://doi.org/10.1037/0022-3514.95.1.66
Liu, J.J.-W., Ein, N., Gervasio, J., & Vickers, K. (2019). The efficacy of stress reappraisal interventions on stress responsivity: A meta-analysis and systematic review of existing evidence. PLoS ONE, 14(2), e0212854. https://doi.org/10.1371/journal.pone.0212854
Mogle, J., Muñoz, E., Hill, N. L., Smyth, J. M., & Sliwinski, M. J. (2019). Daily memory lapses in adults: Characterization and influence on affect. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 74(1), 59–68. https://doi.org/10.1093/geronb/gbx012
Mogle, J., Hill, N. L., & Turner, J. R. (2021). Individual differences and features of self-reported memory lapses as risk factors for Alzheimer disease among adults aged 50 years and older: Protocol for a coordinated analysis across two longitudinal data sets. JMIR research protocols, 10(5), e25233. https://doi.org/10.2196/25233
Mroczek, D. K., & Spiro, A. I. I. I. (2005). Change in life satisfaction during adulthood: Findings from the veterans affairs normative aging study. Journal of Personality and Social Psychology, 88(1), 189–202. https://doi.org/10.1037/0022-3514.88.1.189
Muthén, L.K., & Muthén, B.O. (1998–2017). Mplus User’s Guide. Eighth Edition. Muthén & Muthén.
Neupert, S. D., Almeida, D. M., & Charles, S. T. (2007). Age differences in reactivity to daily stressors: The role of personal control. The Journals of Gerontology Series b: Psychological Sciences and Social Sciences, 62(4), P216–P225. https://doi.org/10.1093/geronb/62.4.P216
Niedźwieńska, A., Sołga, J., Zagaja, P., & Żołnierz, M. (2020). Everyday memory failures across adulthood: Implications for the age prospective memory paradox. PLoS ONE, 15(9), e0239581. https://doi.org/10.1371/journal.pone.0239581
Norrie, L., Diamond, K., Hickie, I., Rogers, N., Fearns, S., & Naismith, S. (2011). Can older “at risk” adults benefit from psychoeducation targeting healthy brain aging? International Psychogeriatrics, 23(3), 413–424. https://doi.org/10.1017/S1041610210001109
Pavot, W., & Diener, E. (2009). Review of the satisfaction with life scale. In E. Diener (Ed.), Assessing well-being (pp. 101–117). Springer.
Pearman, A. (2020). The interpersonal context of memory complaints. Journal of Applied Gerontology. Advance online publication. 10.1177%2F0733464820970065.
Pinquart, M., & Sörensen, S. (2000). Influences of socioeconomic status, social network, and competence on subjective well-being in later life: A meta-analysis. Psychology and Aging, 15(2), 187–224. https://doi.org/10.1037/0882-7974.15.2.187
Preacher, K. J., Zyphur, M. J., & Zhang, Z. (2010). A general multilevel SEM framework for assessing multilevel mediation. Psychological Methods, 15(3), 209–233. https://doi.org/10.1037/a0020141
Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods. Sage.
Reed, A. E., Chan, L., & Mikels, J. A. (2014). Meta-analysis of the age-related positivity effect: Age differences in preferences for positive over negative information. Psychology and Aging, 29(1), 1–15. https://doi.org/10.1037/a0035194
Retirement Benefits. (n.d.). Social security administration. Retrieved February 26, 2021, from https://www.ssa.gov/benefits/retirement/planner/1943.html.
Ryff, C. D., & Keyes, C. L. M. (1995). The structure of psychological well-being revisited. Journal of Personality and Social Psychology, 69(4), 719–727. https://doi.org/10.1037/0022-3514.69.4.719
Röcke, C., Li, S. C., & Smith, J. (2009). Intraindividual variability in positive and negative affect over 45 days: Do older adults fluctuate less than young adults? Psychology and Aging, 24(4), 863–878. https://doi.org/10.1037/a0016276
Scott, S. B., Graham-Engeland, J. E., Engeland, C. G., Smyth, J. M., Almeida, D. M., Katz, M. J., Lipton, R. B., Mogle, J. A., Munoz, E., Ram, N., & Sliwinski, M. J. (2015). The effects of stress on cognitive aging, physiology and emotion (ESCAPE) project. BMC Psychiatry, 15(1), 1–14. https://doi.org/10.1186/s12888-015-0497-7
Siedlecki, K. L., Tucker-Drob, E. M., Oishi, S., & Salthouse, T. A. (2008). Life satisfaction across adulthood: Different determinants at different ages? The Journal of Positive Psychology, 3(3), 153–164. https://doi.org/10.1080/17439760701834602
Smyth, J. M., Zawadzki, M. J., Juth, V., & Sciamanna, C. N. (2017). Global life satisfaction predicts ambulatory affect, stress, and cortisol in daily life in working adults. Journal of Behavioral Medicine, 40(2), 320–331. https://doi.org/10.1007/s10865-016-9790-2
Stone, A. A., Schwartz, J. E., Broderick, J. E., & Deaton, A. (2010). A snapshot of the age distribution of psychological well-being in the United States. Proceedings of the National Academy of Sciences, 107(22), 9985–9990. https://doi.org/10.1073/pnas.1003744107
Tomaszewski Farias, S., Schmitter-Edgecombe, M., Weakley, A., Harvey, D., Denny, K. G., Barba, C., Gravano, J. T., Giovannetti, T., & Willis, S. (2018). Compensation strategies in older adults: Association with cognition and everyday function. American Journal of Alzheimer’s Disease & Other Dementias, 33(3), 184–191. https://doi.org/10.1177/1533317517753361
Ulloa, B. F. L., Møller, V., & Sousa-Poza, A. (2013). How does subjective well-being evolve with age? A literature review. Journal of Population Ageing, 6(3), 227–246. https://doi.org/10.1007/s12062-013-9085-0
Urry, H. L., & Gross, J. J. (2010). Emotion regulation in older age. Current Directions in Psychological Science, 19(6), 352–357. https://doi.org/10.1177/0963721410388395
Whitbourne, S. B., Neupert, S. D., & Lachman, M. E. (2008). Daily physical activity: Relation to everyday memory in adulthood. Journal of Applied Gerontology, 27(3), 331–349. https://doi.org/10.1177/2F0733464807312175
Witter, R. A., Okun, M. A., Stock, W. A., & Haring, M. J. (1984). Education and subjective well-being: A meta-analysis. Educational Evaluation and Policy Analysis, 6(2), 165–173.
Zhaoyang, R., Sliwinski, M. J., Martire, L. M., Katz, M. J., & Scott, S. B. (2021). Features of daily social interactions that discriminate between older adults with and without mild cognitive impairment. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences. https://doi.org/10.1093/geronb/gbab019
Zilioli, S., Slatcher, R. B., Ong, A. D., & Gruenewald, T. L. (2015). Purpose in life predicts allostatic load ten years later. Journal of Psychosomatic Research, 79(5), 451–457. https://doi.org/10.1016/j.jpsychores.2015.09.013
Funding
This work was supported by the NIA (Grant Number R01AG062605) to JM. The funder has no role in study design, data collection, analysis, interpretation, or preparation of manuscripts. The current study uses data previously collected by two studies: EAS (Grant Numbers R01AG12448, R01AG02672, & AG003949) and ESCAPE (Grant Numbers R01AG039409, R01AG042595, P01AG03949 and CTSA1UL1TR001073).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare they have no financial or non-financial interests to disclose.
Ethical Approval and Consent to Participate
Data collection in the EAS and ESCAPE datasets was approved by the institutional review board at the Albert Einstein College of Medicine; participants provided written informed consent to participate. The current study was approved by the Pennsylvania State University institutional review board (STUDY00012793). Informed consent for this project was waived by the IRB due to the exclusive use of secondary datasets.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Turner, J.R., Mogle, J., Hill, N. et al. Daily Memory Lapses and Affect: Mediation Effects on Life Satisfaction. J Happiness Stud 23, 1991–2008 (2022). https://doi.org/10.1007/s10902-021-00481-3
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10902-021-00481-3