Evidence map›Paper›PMID 40072970›Full record

ArticlePloS one2025

Effects of energy drinks on mental health and academic performance of university students: A systematic review and meta-analysis protocol.

Danyla Rafaela Oliveira Batista, Kaio Vinicius C Silva, Miguel Torres, Woska Pires da Costa, Manuel Monfort-Pañego, Priscilla Rayanne E Silva, Matias Noll

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

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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

7 authors.

Danyla Rafaela Oliveira BatistaInstituto Federal Goiano - Campus Ceres, Ceres, Goiás, Brazil.ORCID https://orcid.org/0000-0002-5935-4589
Kaio Vinicius C SilvaUniversidade Federal de Goiás (UFG), Goiânia, Goiás, Brazil.
Miguel TorresKent Business School, University of Kent, Canterbury, Kent, United Kingdom.ORCID https://orcid.org/0000-0002-6963-1199
Woska Pires da CostaInstituto Federal Goiano - Campus Ceres, Ceres, Goiás, Brazil.ORCID https://orcid.org/0000-0002-8841-2039
Manuel Monfort-PañegoUniversitat de València, Valencia, Spain.ORCID https://orcid.org/0000-0002-3181-2170
Priscilla Rayanne E SilvaInstituto Federal Goiano - Campus Ceres, Ceres, Goiás, Brazil.
Matias NollInstituto Federal Goiano - Campus Ceres, Ceres, Goiás, Brazil.ORCID https://orcid.org/0000-0002-1482-0718

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesEnergy drink (ED) consumption is frequently observed among higher education students and is often associated with increased concentration and academic performance. However, the purported benefits are not fully supported by scientific evidence. This protocol details methods for a systematic review and meta-analysis to evaluate the effects of ED on university students' mental health and academic performance.

methodsThe PECO framework will guide the search strategy, and the protocol will follow the PRISMA-P 2015, PRESS 2015, and PRISMA-S guidelines. The searches will be conducted in the following databases: Web of Science, Scopus, Ovid, PubMed, Embase, FSTA, CINAHL, and SPORTDiscus. The GRADE recommendations and the Downs and Black scale will assess study quality and bias. All statistical analyses will be conducted using Comprehensive Meta-analysis software. We will use Cochran's Q with p < 0.05 to indicate significant heterogeneity and I² to quantify heterogeneity between studies. The Trim and Fill technique and Egger's regression test will be applied to evaluate the funnel plot that will be generated.

resultsCarrying out the systematic review proposed by this protocol will provide evidence on the short-, medium-, and long-term effects of ED use on academic performance and mental health among higher education students.

conclusionA deeper understanding of ED consumption among higher education students can inform the development of evidence-based educational and public health policies to promote student well-being and mitigate associated health risks. REGISTER ON PROSPERO: CRD42024580044.

Indexed as

Academic PerformanceEnergy DrinksMental HealthStudentsHumansMeta-Analysis as TopicSystematic Reviews as TopicUniversities

Identifiers

PMID40072970
PMCPMC11902126

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Registered trials

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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.