Evidence map›Paper›PMID 31881367›Full record

ReviewAgeing research reviews2020

A viewpoint on change point modeling for cognitive aging research: Moving from description to intervention and practice.

Briana N Sprague, Sara A Freed, Christine B Phillips, Lesley A Ross

Abstract readReview
In one paragraph

Review in Ageing research reviews, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Briana N SpragueDepartment of Human Development and Family Studies, The Pennsylvania State University. Electronic address: sprague.briana@gmail.com.
Sara A FreedDepartment of Human Development and Family Studies, The Pennsylvania State University.
Christine B PhillipsAtria Senior Living.
Lesley A RossDepartment of Human Development and Family Studies, The Pennsylvania State University.

Funding

Population Neuroscience of Aging and Alzheimer's Disease (PNA)T32AG055381 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Caterina Rosano, Andrea L Rosso · 2018 to 2026
$2.7M
NIA NIH HHS T32 AG055381
6 · The paper itself

Abstract

Chronological age is a commonly-used time metric, but there may be more relevant time measures in older adulthood. This paper reviews change point modeling, a type of analysis increasingly common in cognitive aging research but with limited application in applied research. Here, we propose a new application of such models for cognitive training studies. Change point models have the potential to assess intervention outcomes such as compression of morbidity or reduced decline after an event (e.g., reduced cognitive decline after a dementia diagnosis) as well as changes in outcome trajectories across different intervention dosages (e.g., initial vs. booster training). Through change point modeling, we can better understand how interventions impact cognitive aging trajectories.

Indexed as

Cognition DisordersCognitive AgingCognitive DysfunctionAdultAgedAgingHumansChange point modelsCognitive agingEvent-based time modelsInterventions

Identifiers

PMID31881367
PMCPMC8822956

What OpenQuestion holds

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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.