Evidence map›Paper›PMID 41237048›Full record

ArticleJMIR aging2025

Risk Factors for Community-Dwelling Older Adults Dropping Out of Self-Guided, Remote, and Web-Based Longitudinal Research: Predictive Modeling of Data from the Web-LABrainS Platform.

Luke Daniel Braun, H Raymond Allen, Jeffrey N Keller

Abstract read
In one paragraph

Article in JMIR aging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

3 authors.

Luke Daniel BraunPennington Biomedical Research Center, Institute for Dementia Research and Prevention, 6400 Perkins Rd, Baton Rouge, LA, 70808, United States, 1 2258920464.ORCID http://orcid.org/0009-0008-8690-8082
H Raymond AllenPennington Biomedical Research Center, Computing Services, Baton Rouge, LA, United States.ORCID http://orcid.org/0000-0002-3856-961X
Jeffrey N KellerPennington Biomedical Research Center, Institute for Dementia Research and Prevention, 6400 Perkins Rd, Baton Rouge, LA, 70808, United States, 1 2258920464.ORCID http://orcid.org/0000-0002-9892-7423

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Little is currently known regarding the feasibility of using a self-guided, remote, web-based platform as the basis for a longitudinal study of aging in community-dwelling older adults (OAs). This study describes the feasibility and risk factors for participant dropout found when using this approach as part of the web-based Louisiana Aging Brain Study (web-LABrainS). Objective: This study used data from 402 participants in the web-LABrainS effort to determine the feasibility of using a self-guided, remote, and web-based platform as the basis for conducting longitudinal research in community-dwelling older adults. Additionally, we sought to determine the risk factors associated with participant dropout over a 12-month period in web-LABrainS and determine whether the same risk factors associated with dropout from in-clinic longitudinal studies were observed in web-LABrainS dropouts. Methods: Participants were enrolled in web-LABrainS on a rolling basis using word-of-mouth promotional efforts. Participants used the web-LABrainS platform to provide electronic consent, demographic and health information, answer questionnaires, and complete assessments as part of a self-guided and web-based effort off-site of the clinic (remote). Following completion of the baseline battery, participants were contacted by email every 6 months to complete another round of the web-LABrainS battery. The data in this study were collected from 402 participants, 217 (54.0%) of whom completed baseline, 6-month, and 12-month assessments (adherent participants) and 185 (46%) of whom participated in only the baseline and no subsequent web-LABrainS batteries (dropout participants). Results: Our study indicates that even with limited participant outreach and retention efforts, it is feasible to conduct longitudinal clinical research studies in community-dwelling OAs using a self-guided, remote, and web-based approach. In contrast to traditional in-clinic longitudinal studies, dropouts from web-LABrainS were not observed to be significantly different with respect to age, education, gender, marital status, or living alone (P=.67, .16, .29, .051, .31). Similar to traditional longitudinal studies, dropouts from web-LABrainS had significantly higher use of depression medication, decreased self-reported mobility, and decreased delayed recall performance (P=.007, .007, .004). Interestingly, no differences in technology use, comfort with technology, time of assessment, or consent to be contacted about future research were observed between adherents and dropouts (P=.17, .36, .47, .40). Predictive binary logistic regression yielded a moderately accurate model and further supported a negative association between cognitive ability and dropout (OR 0.77, 95% CI 0.61-0.96). Conclusions: Our study provides some of the first clinical evidence for the feasibility of conducting longitudinal human research using a self-guided, remote, and web-based approach. Additionally, these data highlight the similarities and differences in key factors associated with participant dropout using this type of approach compared to traditional longitudinal study formats. The findings from this study may help guide the design and deployment of future longitudinal studies of older adults focused on self-guided, remote, or web-based approaches.

Indexed as

Independent LivingInternetPatient DropoutsAgedAged, 80 and overFeasibility StudiesFemaleHumansLongitudinal StudiesLouisianaMaleRisk FactorsSurveys and Questionnairescommunity-dwellinglongitudinal studyolder adultstudy attritionweb-based assessment

Identifiers

PMID41237048
PMCPMC12617459

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.