Evidence map›Paper›PMID 32780027›Full record

Observational studyJournal of medical Internet research2020

Using Web-Based Social Media to Recruit Heavy-Drinking Young Adults for Sleep Intervention: Prospective Observational Study.

Garrett I Ash, David S Robledo, Momoko Ishii, Brian Pittman, Kelly S DeMartini, Stephanie S O'Malley, Nancy S Redeker, Lisa M Fucito

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in Journal of medical Internet research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
3.6field-weighted citation impact, top 6% 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

12 citing papers in PubMed, 26 citations in OpenAlex.

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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 2 institutions in 1 country.

Garrett I AshDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, United States.ORCID 0000-0002-8655-7525
David S RobledoDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, United States.ORCID 0000-0003-1548-1989
Momoko IshiiDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, United States.ORCID 0000-0003-2839-5633
Brian PittmanDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, United States.ORCID 0000-0002-0353-5604
Kelly S DeMartiniDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, United States.ORCID 0000-0003-0943-2507
Stephanie S O'MalleyDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, United States.ORCID 0000-0002-1976-2369
Nancy S RedekerYale School of Nursing, New Haven, CT, United States.ORCID 0000-0001-7817-2708
Lisa M FucitoDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, United States.ORCID 0000-0001-9410-2830
Yale University · USYale New Haven Hospital · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
DEVELOPMENT OF A MULTIMODAL MOBILE SLEEP INTERVENTION USING WEARABLE TECHNOLOGY TO REDUCE HEAVY DRINKING IN YOUNG ADULTSR34AA026021 · NIAAA · YALE UNIVERSITY · PI FUCITO, LISA M · 2018 to 2020
$753k
NCATS NIH HHS UL1 TR001863NIAAA NIH HHS R34 AA026021
6 · The paper itself

Abstract

backgroundNovel alcohol prevention strategies are needed for heavy-drinking young adults. Sleep problems are common among young adults who drink heavily and are a risk factor for developing an alcohol use disorder (AUD). Young adults, interested in the connection between sleep and alcohol, are open to getting help with their sleep. Therefore, sleep interventions may offer an innovative solution. This study evaluates social media advertising for reaching young adults and recruiting them for a new alcohol prevention program focused on sleep.

objectiveThis study aims to evaluate the effectiveness and cost of using Facebook, Instagram, and Snapchat advertising to reach young adults who drink heavily for a sleep intervention; characterize responders' sleep, alcohol use, and related concerns and interests; and identify the most appealing advertising content.

methodsIn study 1, advertisements targeting young adults with sleep concerns, heavy alcohol use, or interest in participating in a sleep program ran over 3 months. Advertisements directed volunteers to a brief web-based survey to determine initial sleep program eligibility and characterize the concerns or interests that attracted them to click the advertisement. In study 2, three advertisements ran simultaneously for 2 days to enable us to compare the effectiveness of specific advertising themes.

resultsIn study 1, advertisements generated 13,638 clicks, 909 surveys, and 27 enrolled volunteers in 3 months across the social media platforms. Fees averaged US $0.27 per click, US $3.99 per completed survey, US $11.43 per volunteer meeting initial screening eligibility, and US $106.59 per study enrollee. On average, those who completed the web-based survey were 21.1 (SD 2.3) years of age, and 69.4% (631/909) were female. Most reported sleep concerns (725/909, 79.8%) and an interest in the connection between sleep and alcohol use (547/909, 60.2%), but few had drinking concerns (49/909, 5.4%). About one-third (317/909, 34.9%) were identified as being at risk for developing an AUD based on a validated alcohol screener. Among this subsample, 8.5% (27/317) met the final criteria and were enrolled in the trial. Some volunteers also referred additional volunteers by word of mouth. In study 2, advertisements targeting sleep yielded a higher response rate than advertisements targeting alcohol use (0.91% vs 0.56% click rate, respectively; P<.001).

conclusionsSocial media advertisements designed to target young adults with sleep concerns reached those who also drank alcohol heavily, despite few being concerned about their drinking. Moreover, advertisements focused on sleep were more effective than those focused on drinking. Compared with previous studies, cost-effectiveness was moderate for engagement (impressions to clicks), excellent for conversion (clicks to survey completion), and reasonable for enrollment. These data demonstrate the utility of social media advertising focused on sleep to reach young adults who drink heavily and recruit them for intervention.

Indexed as

AdolescentAdultAlcohol DrinkingAlcoholismFemaleHumansMaleProspective StudiesSleep Wake DisordersSocial MediaSurveys and QuestionnairesVolunteersYoung Adultalcohol drinkingmobile phonesleepsocial mediasubstance abuse

Identifiers

PMID32780027
PMCPMC7448185
OpenAlexW3034261226

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.