Evidence map›Paper›PMID 32969829›Full record

ArticleJMIR mHealth and uHealth2020

Daily Activities Related to Mobile Cognitive Performance in Middle-Aged and Older Adults: An Ecological Momentary Cognitive Assessment Study.

Laura M Campbell, Emily W Paolillo, Anne Heaton, Bin Tang, Colin A Depp, Eric Granholm, Robert K Heaton, Joel Swendsen, David J Moore, Raeanne C Moore

Open access · goldAbstract read
In one paragraph

Article in JMIR mHealth and uHealth, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
4.1field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

29 citing papers in PubMed, 48 citations in OpenAlex.

  1. Article
  2. Idiographic momentary profiles of personality facets.Journal of personality and social psychology · 2026
    Article
  3. Article
  4. Within- and Between-Person Differences in Activity Factor Structure: Results From an Ecological Momentary Assessment Study.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025
    Article
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  9. Observational
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  13. Physical activity and cognitive function: moment-to-moment and day-to-day associations.The international journal of behavioral nutrition and physical activity · 2023
    Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Observational
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  20. Observational
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 2 countries.

Laura M CampbellSDSU/UC San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, United States.ORCID 0000-0001-9790-1603
Emily W PaolilloSDSU/UC San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, United States.ORCID 0000-0003-4188-6998
Anne HeatonDepartment of Psychiatry, University of California San Diego, San Diego, CA, United States.ORCID 0000-0001-5074-1964
Bin TangDepartment of Psychiatry, University of California San Diego, San Diego, CA, United States.ORCID 0000-0001-8808-8323
Colin A DeppDepartment of Psychiatry, University of California San Diego, San Diego, CA, United States.ORCID 0000-0002-1841-6229
Eric GranholmDepartment of Psychiatry, University of California San Diego, San Diego, CA, United States.ORCID 0000-0003-2040-7951
Robert K HeatonDepartment of Psychiatry, University of California San Diego, San Diego, CA, United States.ORCID 0000-0002-6664-8016
Joel SwendsenCNRS UMR, University of Bordeaux, Bordeaux, France.ORCID 0000-0002-1886-3889
David J MooreDepartment of Psychiatry, University of California San Diego, San Diego, CA, United States.ORCID 0000-0001-9699-318X
Raeanne C MooreDepartment of Psychiatry, University of California San Diego, San Diego, CA, United States.ORCID 0000-0002-7499-041X
University of California San Diego · USSan Diego State University · USCentre National de la Recherche Scientifique · FR

Funding

STRUCTURAL NEUROIMAGING COREP30MH062512 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Jessica Lynette Montoya · 2001 to 2026
$50.4M
Training in Research on Addictions in Interdisciplinary NeuroAIDS (TRAIN)T32DA031098 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Jennifer E Iudicello, DAVID J MOORE · 2011 to 2026
$4.6M
Detect: A novel device to assess how HIV affects neurocognitive decline and postural instability in older adults at risk for Alzheimer's DiseaseR01AG062387 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MOORE, RAEANNE CRISTINE · 2019 to 2023
$3.9M
Real-Time Mobile Assessment of Daily Functioning Among Older HIV-Infected AdultsK23MH107260 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MOORE, RAEANNE CRISTINE · 2015 to 2018
$927k
Risk and mechanisms of neurocognitive impairment in older HIV-infected HispanicsK23MH105297 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MARQUINE, MARIA · 2015 to 2018
$694k
Real-Time Mobile Cognitive Tests for Bipolar Disorder ResearchR21MH116104 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MOORE, RAEANNE CRISTINE · 2018 to 2019
$426k
Brain Morphology, Inflammation and Episodic Memory Profiles Among Persons Aging with HIVF31AG067869 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI CAMPBELL, LAURA MICHELLE · 2020 to 2021
$78k
Using Ecological Momentary Assessment to Improve Self-Reported Cognitive Functioning among Adults with Comorbid HIV/AIDS and Heavy Alcohol UseF31AA027198 · NIAAA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI PAOLILLO, EMILY · 2018 to 2019
$76k
NIAAA NIH HHS F31 AA027198NIA NIH HHS F31 AG067869NIA NIH HHS R01 AG062387NIDA NIH HHS T32 DA031098NIMH NIH HHS K23 MH105297NIMH NIH HHS K23 MH107260NIMH NIH HHS P30 MH062512NIMH NIH HHS R21 MH116104
6 · The paper itself

Abstract

backgroundDaily activities have been associated with neurocognitive performance. However, much of this research has used in-person neuropsychological testing that requires participants to travel to a laboratory or clinic, which may not always be feasible and does not allow for the examination of real-time relationships between cognition and behavior. Thus, there is a need to understand the real-time relationship between activities in the real world and neurocognitive functioning to improve tracking of symptoms or disease states and aid in the early identification of neurocognitive deficits among at-risk individuals.

objectiveWe used a smartphone-based ecological momentary cognitive assessment (EMCA) platform to examine real-time relationships between daily activities and neurocognitive performance (executive functioning and verbal learning) in the everyday environment of middle-aged and older adults with and without HIV.

methodsA total of 103 adults aged 50-74 years (67 persons with HIV; mean age 59 years, SD 6.4) were recruited from the University of California, San Diego HIV Neurobehavioral Research Program and the San Diego community. Participants completed our EMCA protocol for 14 days. Participants reported their current daily activities 4 times per day; following 2 of the 4 daily ecological momentary assessment (EMA) surveys, participants were administered the mobile Color-Word Interference Test (mCWIT) and mobile Verbal Learning Test (mVLT), each once per day. Activities were categorized into cognitively stimulating activities, passive leisure activities, and instrumental activities of daily living (IADLs). We used multilevel modeling to examine the same-survey and lagged within-person and between-person effects of each activity type on mobile cognitive performance.

resultsOn average, participants completed 91% of the EMA surveys, 85% of the mCWIT trials, and 80% of the mVLT trials, and they reported engaging in cognitively stimulating activities on 17% of surveys, passive leisure activities on 33% of surveys, and IADLs on 20% of surveys. Adherence and activity percentages did not differ by HIV status. Within-persons, engagement in cognitively stimulating activities was associated with better mCWIT performance (β=-1.12; P=.007), whereas engagement in passive leisure activities was associated with worse mCWIT performance (β=.94; P=.005). There were no lagged associations. At the aggregate between-person level, a greater percentage of time spent in cognitively stimulating activities was associated with better mean mVLT performance (β=.07; P=.02), whereas a greater percentage of time spent in passive leisure activities was associated with worse mean mVLT performance (β=-.07; P=.01). IADLs were not associated with mCWIT or mVLT performance.

conclusionsSmartphones present unique opportunities for assessing neurocognitive performance and behavior in middle-aged and older adults' own environment. Measurement of cognition and daily functioning outside of clinical settings may generate novel insights on the dynamic association of daily behaviors and neurocognitive performance and may add new dimensions to understanding the complexity of human behavior.

Indexed as

CognitionActivities of Daily LivingAgedEcological Momentary AssessmentFemaleHIV InfectionsHumansMajor Depressive DisorderMaleMiddle Agedagingcognitiondaily functioningdigital healthecological momentary assessmentHIVmobile phoneneuropsychological testtelemedicine

Identifiers

PMID32969829
PMCPMC7545331
OpenAlexW3047881415

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.