Evidence map›Paper›PMID 27160107›Full record

SynthesisThe journal of headache and pain2016

Electronic behavioral interventions for headache: a systematic review.

Mia Tova Minen, John Torous, Jenelle Raynowska, Allison Piazza, Corita Grudzen, Scott Powers, Richard Lipton, Mary Ann Sevick

Open access · goldAbstract readSystematic Review
In one paragraph

Synthesis in The journal of headache and pain, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed, 2 pooled it
4.7field-weighted citation impact, top 5% of its field
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

31 citing papers in PubMed, 2 syntheses or guidelines pooled it, 61 citations in OpenAlex.

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  5. Telemedicine for headache disorders in real-world practice: from patient experience to health system impact.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026
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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

8 authors at 5 institutions in 1 country.

Mia Tova MinenDepartment of Neurology, NYU Langone Medical Center, 240 East 38th Street 20th floor, New York, NY, 10016, USA. minenmd@gmail.com.
John TorousDepartment of Psychiatry, Beth Israel Deaconess Medical Center and Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Jenelle RaynowskaNYU School of Medicine, New York, USA.
Allison PiazzaDepartment of Library Services, NYU School of Medicine, New York, USA.
Corita GrudzenDepartment of Emergency Medicine, NYU Langone Medical Center, NYU School of Medicine, New York, NY, USA.
Scott PowersCincinnati Children's Medical Center, Headache Center, Office for Clinical and Translational Research, Center for Child Behavior and Nutrition Research and Training, Pediatrics Cincinnati, Cincinnati, Ohio, USA.
Richard LiptonMontefiore Headache Center, Department of Neurology, Albert Einstein College of Medicine, Neurology, Bronx, USA.
Mary Ann SevickCenter for Behavioral Change, Department of Population Health, NYU School of Medicine, New York, NY, USA.
NYU Langone Health · USAlbert Einstein College of Medicine · USBeth Israel Deaconess Medical Center · USCincinnati Children's Hospital Medical Center · USNew York University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThere is increasing interest in using electronic behavioral interventions as well as mobile technologies such as smartphones for improving the care of chronic disabling diseases such as migraines. However, less is known about the current clinical evidence for the feasibility and effectiveness of such behavioral interventions.

objectiveTo review the published literature of behavioral interventions for primary headache disorders delivered by electronic means suitable for use outside of the clinician's office.

methodsAn electronic database search of PubMed, PsycINFO, and Embase was conducted through December 11, 2015. All eligible studies were systematically reviewed to examine the modality in which treatment was delivered (computer, smartphone, watch and other), types of behavioral intervention delivered (cognitive behavioral therapy [CBT], biofeedback, relaxation, other), the headache type being treated, duration of treatment, adherence, and outcomes obtained by the trials to examine the overall feasibility of electronic behavioral interventions for headache.

resultsOur search produced 291 results from which 23 eligible articles were identified. Fourteen studies used the internet via the computer, 2 used Personal Digital Assistants, 2 used CD ROM and 5 used other types of devices. None used smartphones or wearable devices. Four were pilot studies (N ≤ 10) which assessed feasibility. For the behavioral intervention, CBT was used in 11 (48 %) of the studies, relaxation was used in 8 (35 %) of the studies, and biofeedback was used in 5 (22 %) of the studies. The majority of studies (14/23, 61 %) used more than one type of behavioral modality. The duration of therapy ranged from 4-8 weeks for CBT with a mean of 5.9 weeks. The duration of other behavioral interventions ranged from 4 days to 60 months. Outcomes measured varied widely across the individual studies.

conclusionsDespite the move toward individualized medicine and mHealth, the current literature shows that most studies using electronic behavioral intervention for the treatment of headache did not use mobile devices. The studies examining mobile devices showed that the behavioral interventions that employed them were acceptable to patients. Data are limited on the dose required, long term efficacy, and issues related to the security and privacy of this health data. This study was registered at the PROSPERO International Prospective Register of Systematic Reviews (CRD42015032284) (Prospero, 2015).

Indexed as

AdultCognitive Behavioral TherapyComputers, HandheldFeasibility StudiesFemaleHeadacheHumansInternetMaleProspective StudiesBehavioral medicineBiofeedbackCognitive behavioral therapyElectronicHeadacheMigraineProgressive muscle relaxation therapy

Identifiers

PMID27160107
PMCPMC4864730
OpenAlexW2345466571

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.