Evidence map›Paper›PMID 25401119›Full record

ArticleAnnual review of statistics and its application2014

Dynamic Treatment Regimes.

Bibhas Chakraborty, Susan A Murphy

Registry-linked trialAbstract read
In one paragraph

Article in Annual review of statistics and its application, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04204226 (Assessing the Feasibility, Acceptability, and Preliminary Efficacy of an Adaptive Intervention Approach for Children With Autism and Disruptive Behavior), which is not on this map. Cited by 89 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
89citing papers in PubMed, 2 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.

NCT04204226 nacompletednot on this mapstarted 2019, after this paper: background citation

Assessing the Feasibility, Acceptability, and Preliminary Efficacy of an Adaptive Intervention Approach for Children With Autism and Disruptive Behavior: A Pilot Study

TypeinterventionalSponsorChildren's Hospital of PhiladelphiaRan2019 to 2021Enrolled42ConditionsASD, Child Behavior ProblemArmsSocial Worker, Autism Behavioral Health Navigation (ABHN), Social work + ABHN, Social work + ABHN + CAP
3 · Its place in the literature

Who cites it

89 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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29 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

2 authors.

Bibhas ChakrabortyDepartment of Biostatistics, Columbia University, New York, USA, 10032.
Susan A MurphyDepartment of Statistics and Institute for Social Research, University of Michigan, Ann Arbor, USA, 48109.

Funding

THE REFINEMENT &APPLICATION OF MEDICAL DECISION MAKING IN PREVENTION SCIENCESP50DA010075 · NIDA · PENNSYLVANIA STATE UNIVERSITY-UNIV PARK · PI LANZA, STEPHANIE T · 1996 to 2014
$24.5M
TRAINING U54EB020404 · NIBIB · UNIVERSITY OF MEMPHIS · PI KUMAR, SANTOSH · 2014 to 2018
$11.3M
Developing Optimal Dynamic Behavioral Intervention in Community-Based Studies.R01NS072127 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CHEUNG, KEN · 2011 to 2013
$835k
NIBIB NIH HHS U54 EB020404NIDA NIH HHS P50 DA010075NINDS NIH HHS R01 NS072127
6 · The paper itself

Abstract

A dynamic treatment regime consists of a sequence of decision rules, one per stage of intervention, that dictate how to individualize treatments to patients based on evolving treatment and covariate history. These regimes are particularly useful for managing chronic disorders, and fit well into the larger paradigm of

Indexed as

dynamic treatment regimenon-regularityQ-learningreinforcement learningsequential randomization

Identifiers

PMID25401119
PMCPMC4231831

What OpenQuestion holds

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Read underepoch 390

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.