2024
Language sentiment predicts changes in depressive symptoms
Hur J, Heffner J, Feng G, Joormann J, Rutledge R. Language sentiment predicts changes in depressive symptoms. Proceedings Of The National Academy Of Sciences Of The United States Of America 2024, 121: e2321321121. PMID: 39284070, PMCID: PMC11441484, DOI: 10.1073/pnas.2321321121.Peer-Reviewed Original ResearchMeSH KeywordsAdultAffectDepressionFemaleHumansLanguageMaleMiddle AgedSurveys and QuestionnairesYoung AdultConceptsLinguistic Inquiry and Word CountDepressive symptomsCurrent moodAssociated with current moodDecision-making taskAssess depressive symptomsThree-week follow-upLanguage sentimentPatient Health QuestionnaireSymptom changePrevalence of depressionPsychiatric symptomsMood dynamicsMomentary happinessPHQ-9Past researchLinguistic responsesDepressionHealth QuestionnaireHuman ratersWord countMoodSocietal health concernSymptomsRaters
2023
Childhood adversities and risk of posttraumatic stress disorder and major depression following a motor vehicle collision in adulthood
Ziobrowski H, Holt-Gosselin B, Petukhova M, King A, Lee S, House S, Beaudoin F, An X, Stevens J, Zeng D, Neylan T, Clifford G, Linnstaedt S, Germine L, Bollen K, Rauch S, Haran J, Storrow A, Lewandowski C, Musey P, Hendry P, Sheikh S, Jones C, Punches B, Kurz M, Swor R, Hudak L, Pascual J, Seamon M, Harris E, Pearson C, Merchant R, Domeier R, Rathlev N, O'Neil B, Sergot P, Sanchez L, Bruce S, Miller M, Pietrzak R, Joormann J, Barch D, Pizzagalli D, Harte S, Elliott J, Ressler K, McLean S, Koenen K, Kessler R. Childhood adversities and risk of posttraumatic stress disorder and major depression following a motor vehicle collision in adulthood. Epidemiology And Psychiatric Sciences 2023, 32: e1. PMID: 36624694, PMCID: PMC9879881, DOI: 10.1017/s2045796022000798.Peer-Reviewed Original ResearchConceptsPosttraumatic stress disorderAdverse posttraumatic neuropsychiatric sequelaeChildhood adversityEmotional abuseStress disorderEmotional neglectChronic posttraumatic stress disorderSelf-report criteriaPeritraumatic symptomsTraumatic eventsPTSD ChecklistSexual abusePhysical neglectMajor depressive episodeMotor vehicle collisionsPhysical abuseDSM-5CA measuresBullyingAbuseStrongest predictorAdversityTrauma studiesDichotomous measureExposure frequency
2021
Development and Validation of a Model to Predict Posttraumatic Stress Disorder and Major Depression After a Motor Vehicle Collision
Ziobrowski HN, Kennedy CJ, Ustun B, House SL, Beaudoin FL, An X, Zeng D, Bollen KA, Petukhova M, Sampson NA, Puac-Polanco V, Lee S, Koenen KC, Ressler KJ, McLean SA, Kessler RC, Stevens J, Neylan T, Clifford G, Jovanovic T, Linnstaedt S, Germine L, Rauch S, Haran J, Storrow A, Lewandowski C, Musey P, Hendry P, Sheikh S, Jones C, Punches B, Lyons M, Murty V, McGrath M, Pascual J, Seamon M, Datner E, Chang A, Pearson C, Peak D, Jambaulikar G, Merchant R, Domeier R, Rathlev N, O’Neil B, Sergot P, Sanchez L, Bruce S, Pietrzak R, Joormann J, Barch D, Pizzagalli D, Sheridan J, Harte S, Elliott J, van Rooij S. Development and Validation of a Model to Predict Posttraumatic Stress Disorder and Major Depression After a Motor Vehicle Collision. JAMA Psychiatry 2021, 78: 1228-1237. PMID: 34468741, PMCID: PMC8411364, DOI: 10.1001/jamapsychiatry.2021.2427.Peer-Reviewed Original ResearchMeSH KeywordsAccidents, TrafficAdolescentAdultAgedDepressive Disorder, MajorEmergency Service, HospitalFemaleHumansLongitudinal StudiesMachine LearningMaleMiddle AgedModels, TheoreticalPrognosisPsychological TraumaPsychometricsRisk AssessmentStress Disorders, Post-TraumaticWounds and InjuriesYoung AdultConceptsMajor depressive episodePosttraumatic stress disorderEmergency departmentUrban emergency departmentMotor vehicle collisionsSurvey 2 weeksDepressive episodeED assessmentMAIN OUTCOMEHigh riskPatientsPreventive interventionsED reportsPTSD ChecklistStress disorderSubstantial proportionLongitudinal studyVehicle collisionsDSM-5Prognostic reportsTraumatic eventsWeeksMonthsTraumatic experiencesReport