Evidence map›Paper›PMID 40765616›Full record

SynthesisFrontiers in neurology2025

Industry sponsorship bias in randomized controlled trials of digital cognitive behavioral therapy for insomnia: a meta-research study based on the 2023 Brazilian guidelines on the diagnosis and treatment of insomnia in adults.

Viviane Akemi Kakazu, Marcia Assis, Andrea Bacelar, Andréia Gomes Bezerra, Giovanna Lira Rosa Ciutti, Silvia Gonçalves Conway, José Carlos Fernandes Galduróz, Luciano F Drager, Mariana Pery Khoury, Ingrid Porto Araújo Leite and 4 more

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

14 authors.

Viviane Akemi KakazuDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.
Marcia AssisClínica do Sono de Curitiba, Hospital São Lucas, Curitiba, Brazil.
Andrea BacelarClínica Bacelar-Neuro e Sono, Rio de Janeiro, Brazil.
Andréia Gomes BezerraDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.
Giovanna Lira Rosa CiuttiDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.
Silvia Gonçalves ConwayInstituto de Psiquiatria (IPq), Universidade de São Paulo, São Paulo, Brazil.
José Carlos Fernandes GaldurózDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.
Luciano F DragerUnidades de Hipertensão, Instituto do Coração (InCor) e Disciplina de Nefrologia, Universidade de São Paulo, São Paulo, Brazil.
Mariana Pery KhouryDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.
Ingrid Porto Araújo LeiteDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.
Ygor de Matos LucianoDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.
Dalva PoyaresDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.
Sergio TufikDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.
Gabriel Natan PiresDepartamento de Psicobiologia, Universidade Federal de São Paulo, São Paulo, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Industry sponsorship bias refers to the tendency of a study, most likely clinical trials, to produce results that favor the sponsor's interest. It is especially relevant in cases in which a study is funded by companies or organizations with a commercial interest in the product or technology being evaluated. Digital Cognitive Behavioral Therapy for Insomnia (dCBT-I) is a widely used nonpharmacological treatment, and research in this area is often funded by organizations that have a commercial interest in this treatment. This study aimed to assess whether industry sponsorship bias in dCBT-I trials is associated with more favorable outcomes. Methods: This study was based on the sample of randomized controlled trials (RCTs) included at the "2023 Brazilian Guidelines on the Diagnosis and Treatment of Insomnia in Adults." This guideline was based on a systematic review conducted in the PubMed and Web of Science databases, searching for randomized controlled trials (RCTs) on dCBT-I. Inclusion criteria included 1. Studies performed with adults with non-comorbid insomnia, diagnosed using the International Classification of Sleep Disorders 3rd edition (ICSD), the Diagnostic and Statistical Manual of Mental Disorders, 5th edition (DSM-5), or with moderate to severe insomnia symptoms evaluated using the Insomnia Severity Index (ISI) or the Athens Insomnia Scale (AIS). 2. dCBT-I as intervention. 3. Other forms of CBT-I or negative control groups (no treatment, placebo, waiting list, or minimal intervention) as comparators, and 4. ISI as main outcome. For each included study, sponsorship bias was analyzed in a 5-points scale, considering the role of the sponsor (from "no funding received" to "all author authors are affiliated to the company developing the dCBT-I"). Immediate post-treatment ISI data was extracted for both intervention and control groups in each included study, and the between-groups Cohen's d effect size was calculated for each included study. Methodological quality in each included RCT was evaluated using the van Tulder scale. Statistical analyses were performed to investigate possible associations between the levels of sponsorship bias and the results of the studies. Results: Twenty-eight analyses of RCTs were included. Interventions such as SHUTi (Sleep Healthy Using the Internet) (39.28%) and Online CBT-I (28.57%) were the most common, with comparators such as minimal intervention (50%) and waiting list (32.14%). There was a significant association between the risk of sponsorship bias and open access publication [X Conclusion: A greater risk of sponsorship bias was associated with lower methodological quality articles and open access publication.

Indexed as

cognitive behavioral therapyindustry sponsorship biasmeta-researchsleepsystematic review

Identifiers

PMID40765616
PMCPMC12323712

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.