Evidence map›Paper›PMID 41396016›Full record

ReviewEpilepsia2026

Methodologies for developing and applying consensus-based recommendations in epilepsy care: A narrative review.

Rowan Haffner, Brian Mathew, Francesco Brigo, Anila Qasim, Victoria San Antonio-Arce, Houda Ben Ayed, Edoardo Ferlazzo, Churl-Su Kwon, Kheng Seang Lim, James W Mitchell and 5 more

Abstract readReview
In one paragraph

Review in Epilepsia, 2026. 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

15 authors.

Rowan HaffnerDepartment of Neuroscience, Duke University, Durham, North Carolina, USA.ORCID https://orcid.org/0009-0008-2270-649X
Brian MathewSchool of Osteopathic Medicine, Rowan University, Stratford, New Jersey, USA.ORCID https://orcid.org/0000-0002-7224-339X
Francesco BrigoInnovation, Research, and Teaching Service (SABES-ASDAA), Teaching Hospital of the Paracelsus Medical Private University (PMU), Bolzano, Italy.ORCID https://orcid.org/0000-0003-0928-1577
Anila QasimAlimentiv Inc., London, Ontario, Canada.ORCID https://orcid.org/0000-0001-9658-0078
Victoria San Antonio-ArceEpilepsy Center, University Medical Center, University of Freiburg, Freiburg, Germany.ORCID https://orcid.org/0000-0002-2780-6560
Houda Ben AyedDepartment of Preventive Medicine and Hospital Hygiene, Hedi Chaker University Hospital, Faculty of Medicine of Sfax, Sfax, Tunisia.ORCID https://orcid.org/0000-0002-5866-7022
Edoardo FerlazzoDepartment of Medical and Surgical Sciences, Magna Græcia University of Catanzaro, Catanzaro, Italy.ORCID https://orcid.org/0000-0003-3531-8337
Churl-Su KwonDepartment of Neurology, Neurosurgery, Epidemiology and the Sergievsky Center, Columbia University, New York, New York, USA.ORCID https://orcid.org/0000-0001-9904-2240
Kheng Seang LimDivision of Neurology, Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.ORCID https://orcid.org/0000-0002-2787-2365
James W MitchellInstitute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK.ORCID https://orcid.org/0000-0002-6465-0382
Muhammad A SalisuDepartment of Pediatrics and Child Health, Lagos State University College of Medicine, Ikeja, Nigeria.ORCID https://orcid.org/0000-0002-7244-7333
Kette ValenteNeurophysiology Laboratory, Faculty of Medicine of University of Sao Paulo (FMUSP), São Paulo, Brazil.ORCID https://orcid.org/0000-0002-5008-0809
Kollencheri Puthenveettil VinayanDepartment of Pediatric Neurology, Amrita Institute of Medical Sciences, Cochin, Kerala, India.ORCID https://orcid.org/0000-0003-1435-3619
Colin B JosephsonDepartment of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.ORCID https://orcid.org/0000-0001-7052-1651
Nathalie JetteDepartment of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.ORCID https://orcid.org/0000-0003-1351-5866

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Consensus-based recommendations (CBRs) are essential for health care decision-making when evidence is limited or conflicting. They can be developed using established methodologies such as the Delphi technique, the nominal group technique (NGT), and the RAND Corporation/University of California Los Angeles (UCLA) Appropriateness Method (RAM). This review explores the advantages and disadvantages of these methods and their applications in epilepsy. A narrative review using PubMed (November 22, 2017 to November 22, 2022) was undertaken examining publications describing Delphi, NGT, and RAM. The frequency of use of each method and their applications in epilepsy care were also reviewed (1966 to October 31, 2023). Sixteen articles were included describing the different consensus-based methods. The advantages and disadvantages of each method varied widely. The Delphi technique, the most widely used method, emerged as adaptable for instances with limited evidence or impracticality of face-to-face interactions. Although NGT favors prompt consensus in single-session formats, the RAM offers a balanced approach with its hybrid structure. We identified 64 epilepsy studies that used consensus methods, with 58 utilizing the most widely used technique, the Delphi. The Delphi guided consensus mostly for management including for individuals with rare conditions such as myoclonic-atonic seizures or in those with epilepsy and pregnancy. The NGT guided expert consensus on the use of cannabidiol for Dravet and Lennox-Gastaut syndromes and facilitated decision-making among pharmacy students addressing ethical issues related to patients with epilepsy who drive. The RAM was applied in four studies for its combined individual and group evaluative approach. It was used to develop recommendations or imaging, create quality-of-care indicators for infantile spasms, and establish a web-based tool for assessing surgical candidacy. Consensus methodologies are crucial to inform robust CBR for epilepsy management where clinical practice guidelines are not possible due to limited evidence. The best method depends on the study goal and available resources.

Indexed as

Consensus Statements as TopicEpilepsyDelphi TechniqueHumansexpert panelguidelinesseizurestandardsstructured judgment

Identifiers

PMID41396016
PMCPMC13007833

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.