Daily life fluctuations in affect predict within-person changes in a real-world measure of cognitive processing speed

Sol Fittipaldi, Vanessa Teckentrup, Sean W Kelley, Celine A Fox, John R Kelly, Anna Marie Rosická, Aaron J Fisher, Roger O’Sullivan, Gerard Leavey, Brian Lawlor, Claire M Gillan

Research output: Working paperPreprint

Abstract

Considerable research points to a deleterious effect of negative affect on cognition. However, most evidence comes from experimental induction paradigms with unclear implications for cognitive performance in the real world. Here, we developed a microlongitudinal design to examine the between- and within-person (contemporaneous and time-lagged) relationships between affect and cognitive processing speed. Across three separate ecological momentary assessment datasets, a total of 914 participants (70.89% female) between 18 and 82 years tracked negative and positive affect 2 or 3 times daily, for 6 or 8 weeks, completing between 63 and 126 assessments each. Cognitive processing speed was measured using a recently validated method derived from time to respond to surveys (digital questionnaire response time, DQRT). Data were analyzed using multilevel vector autoregressive models. Affect and DQRT were related between-person; people with higher average negative affect were slower in responding to survey items overall, with the opposite for positive affect. This was observed for 36/37 affective items assessed. At the within-person level, DQRT was slower when negative affect increased and positive affect decreased for 34/37 items. In lagged analyses, higher negative affect (and lower positive affect) predicted slower DQRT at the next time point (5 to 12 hours later) for 27/37 items. The strongest predictors of future DQRT were feeling worried and anxious, and there was no evidence for reverse temporal causation. In conclusion, we identified a potential causal relationship where negative affect predicts slower survey completion times. This finding may inform mechanistic accounts of cognitive deficits in mental health disorders.
Original languageEnglish
Pages1-48
Number of pages48
DOIs
Publication statusPublished online - 23 Dec 2025

Funding

This work was funded by an ERC starting grant [ERC-H2020-HABIT] and a project grant from a Science Foundation Ireland [19/FFP/6418] awarded to CMG. SF is an Atlantic Fellow for Equity in Brain Health at the Global Brain Health Institute (GBHI) and is supported with funding from GBHI, Alzheimer’s Association, and Alzheimer’s Society [GBHI ALZ UK-24-1068607], and The Irish Longitudinal Study on Ageing (TILDA). VT is supported by an Irish Research Council Postdoctoral Fellowship award [GOIPD/2023/1238]. JRK is principal investigator (Ireland) on COMPASS, GH and Transcend Therapeutics sponsored clinical trials in Dublin, Ireland. JRK has consulted for Clerkenwell Health and has received grant funding from the Health Research Board (ILP-POR-2022-030, DIFA-2023-005, HRB KTA-2024-002). We would like to acknowledge funding from the HSC Research & Development Division, Public Health Agency to support the All Island programme of research on loneliness and social isolation

Fingerprint

Dive into the research topics of 'Daily life fluctuations in affect predict within-person changes in a real-world measure of cognitive processing speed'. Together they form a unique fingerprint.

Cite this