2024
Natural language processing in mixed-methods evaluation of a digital sleep-alcohol intervention for young adults
Griffith F, Ash G, Augustine M, Latimer L, Verne N, Redeker N, O’Malley S, DeMartini K, Fucito L. Natural language processing in mixed-methods evaluation of a digital sleep-alcohol intervention for young adults. Npj Digital Medicine 2024, 7: 342. PMID: 39613828, PMCID: PMC11606959, DOI: 10.1038/s41746-024-01321-3.Peer-Reviewed Original ResearchYoung adultsLanguage processingEvaluating young adultsControl participantsHeavy drinkingSleep factorsImprove sleepNatural language processingPersonalized feedbackParticipation motivationParticipantsSleepAdultsMixed-methods evaluationControl interventionsInterventionConvergent mixed methodsMotivationIncreased awarenessAlcohol
2022
Sensitivity, specificity, and tolerability of the BACTrack Skyn compared to other alcohol monitoring approaches among young adults in a field‐based setting
Ash GI, Gueorguieva R, Barnett NP, Wang W, Robledo DS, DeMartini KS, Pittman B, Redeker NS, O’Malley S, Fucito LM. Sensitivity, specificity, and tolerability of the BACTrack Skyn compared to other alcohol monitoring approaches among young adults in a field‐based setting. Alcohol Clinical And Experimental Research 2022, 46: 783-796. PMID: 35567595, PMCID: PMC9179100, DOI: 10.1111/acer.14804.Peer-Reviewed Original Research
2021
A Multimodal Mobile Sleep Intervention for Young Adults Engaged in Risky Drinking: Protocol for a Randomized Controlled Trial (Preprint)
Fucito LM, Ash GI, DeMartini KS, Pittman B, Barnett NP, Li CR, Redeker NS, O'Malley SS. A Multimodal Mobile Sleep Intervention for Young Adults Engaged in Risky Drinking: Protocol for a Randomized Controlled Trial (Preprint). JMIR Research Protocols 2021, 10: e26557. PMID: 33635276, PMCID: PMC7954653, DOI: 10.2196/26557.Peer-Reviewed Original ResearchSleep hygiene adviceINTERNATIONAL REGISTERED REPORT IDENTIFIERHeavy-drinking young adultsHygiene adviceSleep interventionsYoung adultsAlcohol diaryAlcohol use disorder riskRisky alcohol consumptionAlcohol use disorderLow-cost interventionAlcohol behavior changeControlled TrialsWeb-based sessionsBrief adviceHealth coachesRisk factorsPoor sleepRecent heavy drinkingSleep characteristicsUse disordersAlcohol consumptionAlcohol-related consequencesPriority populationsSecondary aim
2020
Using Web-Based Social Media to Recruit Heavy-Drinking Young Adults for Sleep Intervention: Prospective Observational Study
Ash GI, Robledo DS, Ishii M, Pittman B, DeMartini KS, O'Malley SS, Redeker NS, Fucito LM. Using Web-Based Social Media to Recruit Heavy-Drinking Young Adults for Sleep Intervention: Prospective Observational Study. Journal Of Medical Internet Research 2020, 22: e17449. PMID: 32780027, PMCID: PMC7448185, DOI: 10.2196/17449.Peer-Reviewed Original ResearchConceptsAlcohol use disorderSleep interventionsSleep concernsYoung adultsAlcohol useWeb-based surveyBrief web-based surveyProspective observational studyHeavy-drinking young adultsYears of ageHigh response rateAlcohol prevention strategiesHeavy alcohol useAlcohol prevention programsHeavy drinking young adultsScreening eligibilityRisk factorsStudy enrolleesObservational studySleep programSleep problemsAlcohol screenerUse disordersPrevention strategiesResponse rate
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