Evidence map›Paper›PMID 20192796›Full record

ArticleAnnual review of clinical psychology2010

Advances in analysis of longitudinal data.

Robert D Gibbons, Donald Hedeker, Stephen DuToit

Registry-linked trialAbstract read
In one paragraph

Article in Annual review of clinical psychology, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05849402 (Accelerated Intermittent Theta-Burst Stimulation), which is not on this map. Cited by 202 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
202citing papers in PubMed, 4 pooled it
–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.

NCT05849402 naactive not recruitingnot on this mapstarted 2022, after this paper: background citation

Accelerated Intermittent Theta-Burst Stimulation (aiTBS) in Treatment-Resistant Depression of Bipolar II Disorder

TypeinterventionalSponsorStanford UniversityRan2022 to 2026Enrolled60ConditionsBipolar II Disorder, Most Recent Episode Major Depressive, Current Depressive Episode, Treatment Resistant DepressionArmsActive Comparator: Active aiTBS, Sham Comparator: Sham aiTBS
3 · Its place in the literature

Who cites it

202 citing papers in PubMed, 4 syntheses or guidelines pooled it.

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  7. The impact of screening-detected atrial fibrillation and associated outcomes on quality of life.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025
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142 more citing papers are in PubMed but not listed here.

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.

Robert D GibbonsCenter for Health Statistics, University of Illinois at Chicago, Illinois 60612, USA. rdgib@uic.edu
Donald Hedeker
Stephen DuToit

Funding

Social-Emotional Contexts of Adolescent Smoking PatternsP01CA098262 · NCI · UNIVERSITY OF ILLINOIS AT CHICAGO · PI DIVIAK, KATHLEEN · 2004 to 2014
$26.3M
Antidepressant Treatment and Suicidality: Biostatistical/Methodological SolutionsR01MH080122 · NIMH · UNIVERSITY OF ILLINOIS AT CHICAGO · PI GIBBONS, ROBERT D · 2008 to 2011
$2.7M
NCI NIH HHS 5P01 CA98262NCI NIH HHS P01 CA098262NIMH NIH HHS N44 MH032056NIMH NIH HHS R01 MH080122NIMH NIH HHS R01 MH8012201
6 · The paper itself

Abstract

In this review, we explore recent developments in the area of linear and nonlinear generalized mixed-effects regression models and various alternatives, including generalized estimating equations for analysis of longitudinal data. Methods are described for continuous and normally distributed as well as categorical (binary, ordinal, nominal) and count (Poisson) variables. Extensions of the model to three and four levels of clustering, multivariate outcomes, and incorporation of design weights are also described. Linear and nonlinear models are illustrated using an example involving a study of the relationship between mood and smoking.

Indexed as

Models, PsychologicalHumansLongitudinal StudiesPsychology, Clinical

Identifiers

PMID20192796
PMCPMC2971698

What OpenQuestion holds

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Registered trials

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.