Evidence map›Paper›PMID 41181516›Full record

ArticleImplementation research and practice

Real-World Implementation and Impact of Digital CBT for Insomnia on Healthcare Utilization: A Propensity-Matched Controlled Study.

Christopher B Miller, Danielle Bradley, Ian Wood, David Willens, Anupama Nair, Benjamin Brennan, Shane Bole, Laila Poisson, Shana Hall, Greig Thomson and 3 more

Abstract read
In one paragraph

Article in Implementation research and practice. 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

13 authors.

Christopher B MillerClinical Affairs, Big Health Ltd., London, UK.ORCID https://orcid.org/0000-0002-2936-7717
Danielle BradleyClinical Affairs, Big Health Ltd., London, UK.ORCID https://orcid.org/0000-0002-4010-9401
Ian WoodClinical Affairs, Big Health Ltd., London, UK.
David WillensHenry Ford Health, Detroit, Michigan, USA.ORCID https://orcid.org/0000-0003-4565-0915
Anupama NairHenry Ford Health, Detroit, Michigan, USA.ORCID https://orcid.org/0000-0003-1896-5954
Benjamin BrennanHenry Ford Health, Detroit, Michigan, USA.ORCID https://orcid.org/0000-0003-4707-726X
Shane BoleHenry Ford Health, Detroit, Michigan, USA.ORCID https://orcid.org/0009-0007-6708-3946
Laila PoissonHenry Ford Health, Detroit, Michigan, USA.ORCID https://orcid.org/0000-0002-3409-6536
Shana HallClinical Affairs, Big Health Ltd., London, UK.ORCID https://orcid.org/0000-0001-9686-8549
Greig ThomsonClinical Affairs, Big Health Ltd., London, UK.
Mika HirataHenry Ford Health, Detroit, Michigan, USA.
David A KalmbachHenry Ford Health, Detroit, Michigan, USA.ORCID https://orcid.org/0000-0003-3107-0522
Christopher L DrakeHenry Ford Health, Detroit, Michigan, USA.ORCID https://orcid.org/0000-0002-5486-3587

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cognitive behavioral therapy for insomniadigital healthhealthcare utilizationimplementation sciencenormalization process theoryreal-world evidence

Identifiers

PMID41181516
PMCPMC12576209

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.