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 awarenessAlcoholSmartband-based smoking detection and real-time brief mindfulness intervention: findings from a feasibility clinical trial
Horvath M, Pittman B, O’Malley S, Grutman A, Khan N, Gueorguieva R, Brewer J, Garrison K. Smartband-based smoking detection and real-time brief mindfulness intervention: findings from a feasibility clinical trial. Annals Of Medicine 2024, 56: 2352803. PMID: 38823419, PMCID: PMC11146247, DOI: 10.1080/07853890.2024.2352803.Peer-Reviewed Original ResearchConceptsBrief mindfulness interventionsMindfulness exercisesTreatment startersMindfulness interventionSmoking interventionsOnline mindfulness trainingWhite non-HispanicMindfulness trainingTreatment fidelityFeasibility measuresHelpfulness ratingsNon-HispanicDaily smokersPredicting smokingReduce smokingExerciseSmokingCigarette smokingInterventionLow completenessAdherenceParticipantsSmartbandAcceptanceMindfulness