2024
Identifying subgroups of individuals based on their epistemic stance, attachment dimensions and childhood trauma: A latent profile analysis
Delamain H, Saunders R, Tanzer M, Luyten P, Fonagy P, Campbell C. Identifying subgroups of individuals based on their epistemic stance, attachment dimensions and childhood trauma: A latent profile analysis. Journal Of Psychiatric Research 2024, 181: 701-708. PMID: 39753089, DOI: 10.1016/j.jpsychires.2024.12.033.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAdverse Childhood ExperiencesAgedFemaleHumansLatent Class AnalysisMaleMiddle AgedObject AttachmentYoung AdultConceptsLatent profile analysisAttachment dimensionsChildhood traumaSubgroups of individualsMental health symptom severityWellbeing measuresRisk of mental health concernsMental health outcomesMental health concernsMental health symptomsRisk of negative outcomesHealth outcomesFour-profile solutionMental healthHealth symptomsSociodemographic variablesGroup comparison testsEducation levelHigher risk of negative outcomesLinear regression analysisGeneral populationRelationship statusDemographic factorsHealth concernEpistemic stanceMultimorbidity and associated informal care receiving characteristics for US older adults: a latent class analysis
Liu R, Nagel C, Chen S, Newsom J, Allore H, Quiñones A. Multimorbidity and associated informal care receiving characteristics for US older adults: a latent class analysis. BMC Geriatrics 2024, 24: 571. PMID: 38956501, PMCID: PMC11221032, DOI: 10.1186/s12877-024-05158-z.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overCaregiversChronic DiseaseFemaleHumansLatent Class AnalysisMaleMultimorbidityPatient CareUnited StatesConceptsNational Health and Aging Trends StudyMultimorbidity patternsCare needsOlder adultsSelf-careInformal careLatent class analysisCare receiver characteristicsCombinations of multimorbidityPerson-centered carePatterns of multimorbidityDifferential care needsUS older adultsAssociated with lower oddsAssociated with higher oddsGroup of older adultsMultinomial logistic regression modelModerate cognitive impairmentClass analysisLogistic regression modelsInformal caregiversBackgroundOlder adultsCare recipientsMultimorbidity groupsChronic conditionsExploring health literacy categories among an Iranian adult sample: a latent class analysis
Yekaninejad M, Hajiheidari A, Alijanzadeh M, Yahaghi R, Karimi Z, Rahmani J, Yazdi N, Jafari E, Alijani H, Zamani N, Fotuhi R, Taherkhani E, Buchali Z, Zarenejad M, Mahmoudi N, Shahmahdi N, Poorzolfaghar L, Ahmadizade S, Shahbazkhania A, Potenza M, Lin C, Pakpour A. Exploring health literacy categories among an Iranian adult sample: a latent class analysis. Scientific Reports 2024, 14: 776. PMID: 38191607, PMCID: PMC10774330, DOI: 10.1038/s41598-023-49850-3.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedEducational StatusElectronicsFemaleHealth LiteracyHumansIranLatent Class AnalysisMaleConceptsElectronic health literacyHealth literacy levelsHealth literacyLatent class analysisDemographic factorsEducational levelIranian adult populationHealth literacy instrumentLow educational levelHigher educational levelEHealth Literacy ScaleRural residentsLiteracy levelsHealthy behaviorsAdult populationDemographic dataClass analysisOlder peopleAdult residentsGood healthOlder adultsEHEALS scoreStratified clusterMarital statusLiteracy Scale
2023
Symptom Patterning Across the Cancer Care Trajectory for Patients Receiving Chemoradiation for Head and Neck Cancer
Yackel H, Xu W, Lee J, Cong X, Salner A, Duffy V, Judge M. Symptom Patterning Across the Cancer Care Trajectory for Patients Receiving Chemoradiation for Head and Neck Cancer. Cancer Nursing 2023, 47: 261-270. PMID: 36881642, DOI: 10.1097/ncc.0000000000001227.Peer-Reviewed Original ResearchConceptsSurvivorship periodHead and neck cancerLatent class analysisCancer care trajectorySymptom patternsOptimal symptom managementState Cancer InstituteModerate symptomatologyNeck cancerCare trajectoryClass analysisRetrospective longitudinal chart reviewSymptom managementLongitudinal chart reviewLatent classesReport symptomsCancer InstituteTaste alterationsChart reviewNumerous symptomsSurvivorshipLatent transition analysisSymptomsCancer treatmentActive treatment
2022
Latent Class Analysis of Depressive Symptom Phenotypes Among Black/African American Mothers
Perez N, Melkus G, Wright F, Yu G, Vorderstrasse A, Sun Y, Crusto C, Taylor J. Latent Class Analysis of Depressive Symptom Phenotypes Among Black/African American Mothers. Nursing Research 2022, 72: 93-102. PMID: 36729771, PMCID: PMC9992148, DOI: 10.1097/nnr.0000000000000635.Peer-Reviewed Original ResearchMeSH KeywordsBlack or African AmericanCardiovascular DiseasesCross-Sectional StudiesDepressionFemaleHumansLatent Class AnalysisPhenotypeRetrospective StudiesConceptsAA womenDepressive symptomsCardiometabolic traitsBlack/AABlood Pressure StudyMental health burdenLatent class analysisStandard screening toolBivariate logistic regressionAfrican American womenCardiometabolic burdenModerate symptom classHealth burdenRetrospective analysisSymptom phenotypeClinical identificationPsychosocial factorsSymptom presentationClinical phenotypeSymptom classAfrican American mothersClass analysisHealth inequitiesLogistic regressionAA mothersClinical Phenotypes of Immediate First-Dose Reactions to mRNA COVID-19: A Multicenter Latent Class Analysis
Stone CA, Robinson LB, Li L, Krantz MS, Kwah JH, Ortega G, Mancini C, Wolfson AR, Saff RR, Samarakoon U, Hong DI, Koo G, Chow TG, Gruchalla R, Liao JX, Kuster JK, Price C, Ahola C, Khan DA, Phillips EJ, Banerji A, Blumenthal KG. Clinical Phenotypes of Immediate First-Dose Reactions to mRNA COVID-19: A Multicenter Latent Class Analysis. The Journal Of Allergy And Clinical Immunology In Practice 2022, 11: 458-465.e1. PMID: 36108922, PMCID: PMC9468049, DOI: 10.1016/j.jaip.2022.08.048.Peer-Reviewed Original ResearchMeSH KeywordsCOVID-19COVID-19 VaccinesHumansHypersensitivity, ImmediateLatent Class AnalysisPhenotypeRetrospective StudiesRNA, MessengerConceptsMRNA COVID-19 vaccineNovel clinical phenotypesCOVID-19 vaccineDose 1Second doseClinical phenotypeObjective signsLatent class analysisMRNA coronavirus disease 2019 (COVID-19) vaccinesDose toleranceAllergy/immunology specialistsMRNA COVID-19 vaccinationCoronavirus disease 2019 (COVID-19) vaccinesSelf-limiting symptomsFirst-dose reactionsU.S. academic medical centersLog-binomial regressionCOVID-19 vaccinationDistinct clinical phenotypesAcademic medical centerImmediate reactionsImmunology specialistsClass analysisAllergic symptomsRetrospective studyModeling reciprocal relations between emotion dysregulation and alcohol use using dynamic structural equation modeling: A micro‐longitudinal study
Weiss NH, Brick LA, Forkus SR, Goldstein SC, Thomas ED, Schick MR, Barnett NP, Contractor AA, Sullivan TP. Modeling reciprocal relations between emotion dysregulation and alcohol use using dynamic structural equation modeling: A micro‐longitudinal study. Alcohol Clinical And Experimental Research 2022, 46: 1460-1471. PMID: 35676805, PMCID: PMC11100457, DOI: 10.1111/acer.14881.Peer-Reviewed Original ResearchMeSH KeywordsAlcohol DrinkingCross-Sectional StudiesEmotionsFemaleHumansLatent Class AnalysisLongitudinal StudiesConceptsPositive emotion dysregulationEmotion dysregulationAlcohol useDynamic structural equation modelingLater alcohol useMicro-longitudinal studyCross-lagged effectsPotential reciprocal associationsCross-lagged associationsIntimate partner violenceStructural equation modelingMomentary levelIdiographic approachReciprocal associationsCross-sectional designLater levelsEquation modelingReciprocal relationsCommunity womenExtant literatureParticipantsSignificant interindividual variabilityPartner violenceVoice recordingsDysregulationPatterns of adverse childhood experiences and associations with prenatal substance use and poor infant outcomes in a multi-country cohort of mothers: a latent class analysis
Hemady C, Speyer L, Murray A, Brown R, Meinck F, Fry D, Do H, Sikander S, Madrid B, Fernando A, Walker S, Dunne M, Foley S, Hughes C, Osafo J, Baban A, Taut D, Ward C, Van Thang V, Fearon P, Tomlinson M, Valdebenito S, Eisner M. Patterns of adverse childhood experiences and associations with prenatal substance use and poor infant outcomes in a multi-country cohort of mothers: a latent class analysis. BMC Pregnancy And Childbirth 2022, 22: 505. PMID: 35733125, PMCID: PMC9215006, DOI: 10.1186/s12884-022-04839-0.Peer-Reviewed Original ResearchMeSH KeywordsAdverse Childhood ExperiencesBirth WeightChildFemaleHumansInfantLatent Class AnalysisMothersPregnancySubstance-Related DisordersConceptsPrenatal substance usePoor infant outcomesAdverse childhood experiencesInfant outcomesHousehold dysfunctionSubstance useLatent class analysisPrenatal drug useMother-infant dyadsLow-risk classMultilevel logistic regressionChildhood experiencesAntenatal supportHigh-risk classMiddle-income countriesStudy cohortLow birthweightPerinatal periodDrug useConclusionOur resultsChildhood adversityClass analysisLogistic regressionViolence exposureDysfunction
2021
Dynamic structural equation modeling of the relationship between alcohol habit and drinking variability
DeMartini KS, Gueorguieva R, Taylor JR, Krishnan-Sarin S, Pearlson G, Krystal JH, O'Malley SS. Dynamic structural equation modeling of the relationship between alcohol habit and drinking variability. Drug And Alcohol Dependence 2021, 233: 109202. PMID: 35151022, PMCID: PMC10046111, DOI: 10.1016/j.drugalcdep.2021.109202.Peer-Reviewed Original ResearchMental Health and Substance Use Patterns Associated With Lifetime Suicide Attempt, Incarceration, and Homelessness: A Latent Class Analysis of a Nationally Representative Sample of U.S. Veterans
Edwards ER, Barnes S, Govindarajulu U, Geraci J, Tsai J. Mental Health and Substance Use Patterns Associated With Lifetime Suicide Attempt, Incarceration, and Homelessness: A Latent Class Analysis of a Nationally Representative Sample of U.S. Veterans. Psychological Services 2021, 18: 619-631. PMID: 32852993, DOI: 10.1037/ser0000488.Peer-Reviewed Original ResearchMeSH KeywordsHumansIll-Housed PersonsLatent Class AnalysisMental HealthSubstance-Related DisordersSuicidal IdeationSuicide, AttemptedUnited StatesVeteransConceptsSubstance use disordersUse disordersSuicide attemptsMental healthLatent class analysisBehavioral health disordersSubstance use patternsLifetime suicide attemptsHigh-risk eventsU.S. military veteransNationally Representative SampleNeeds of veteransDepressive disorderRepresentative sampleHealth disordersU.S. veteransClass analysisClinical resourcesBehavioral healthHealth patternsDisordersDisorder classesHealth careMilitary veteransSubstantial proportionEducators’ Implementation and Use of Social and Emotional Learning Early in the COVID-19 Pandemic
Zieher AK, Cipriano C, Meyer JL, Strambler MJ. Educators’ Implementation and Use of Social and Emotional Learning Early in the COVID-19 Pandemic. School Psychology 2021, 36: 388-397. PMID: 34591589, DOI: 10.1037/spq0000461.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedCOVID-19Education, DistanceEducational PersonnelEmotionsFemaleHumansLatent Class AnalysisMaleMiddle AgedSchoolsSocial LearningTeachingYoung AdultConceptsSEL implementationDistrict supportCOVID-19 pandemicDistance learningEmotional learning skillsUse of SocialStructural equation modelEducators' useLearning skillsAcademic successSchool yearEducator burnoutEmotional learningSudden moveEducatorsEmotional instructionsLearningStudentsSELUnprecedented disruptionSchoolsEmotional strategiesSE strategiesSkillsHuman developmentVisual trajectories and risk of physical and cognitive impairment among older Chinese adults
Cao G, Wang K, Han L, Zhang Q, Yao S, Chen Z, Huang Z, Luo Y, Hu Y, Xu B. Visual trajectories and risk of physical and cognitive impairment among older Chinese adults. Journal Of The American Geriatrics Society 2021, 69: 2877-2887. PMID: 34111310, DOI: 10.1111/jgs.17311.Peer-Reviewed Original ResearchConceptsOlder Chinese adultsIADL disabilityCognitive impairmentChinese adultsADL disabilityFunctional impairmentCognitive functionMini-Mental State Examination scoreProgressive declineChinese Longitudinal Healthy Longevity SurveyState Examination scoreModerate declineGroup-based trajectory modelsKatz scaleLawton scalePotential confoundersLongevity SurveyImpairmentDecline trajectoriesChinese versionDisabilityLongitudinal studyAdultsRiskExamination scoresSyndemic Profiles and Sexual Minority Men’s HIV-Risk Behavior: A Latent Class Analysis
Scheer J, Clark K, Maiolatesi A, Pachankis J. Syndemic Profiles and Sexual Minority Men’s HIV-Risk Behavior: A Latent Class Analysis. Archives Of Sexual Behavior 2021, 50: 2825-2841. PMID: 33483851, PMCID: PMC8295412, DOI: 10.1007/s10508-020-01850-4.Peer-Reviewed Original ResearchMeSH KeywordsHIV InfectionsHomosexuality, MaleHumansLatent Class AnalysisMaleRisk-TakingSexual and Gender MinoritiesSexual BehaviorSubstance-Related DisordersSyndemicConceptsHIV risk behaviorsSyndemic conditionsSexual minority menLatent class analysisAlcohol misusePolydrug useMinority menHIV acquisitionHIV syndemicClass analysisTransmission riskVulnerable subpopulationsReference groupSocioeconomic distressSyndemic theorySyndemicGroup differencesMenStatus characteristicsSocial status characteristicsLatent classesClass membershipMisuse
2020
Patterns of Transitions Between Relapse to and Remission From Heavy Drinking Over the First Year After Outpatient Alcohol Treatment and Their Relation to Long-Term Outcomes
Maisto SA, Hallgren KA, Roos CR, Swan JE, Witkiewitz K. Patterns of Transitions Between Relapse to and Remission From Heavy Drinking Over the First Year After Outpatient Alcohol Treatment and Their Relation to Long-Term Outcomes. Journal Of Consulting And Clinical Psychology 2020, 88: 1119-1132. PMID: 33370135, PMCID: PMC7900838, DOI: 10.1037/ccp0000615.Peer-Reviewed Original ResearchMeSH KeywordsAdultAlcohol AbstinenceAlcohol DrinkingAlcoholismAmbulatory CareFemaleHumansLatent Class AnalysisMaleMiddle AgedRecurrenceTreatment OutcomeConceptsLong-term outcomesHeavy drinkingBetter long-term outcomesAlcohol use disorder treatmentRemission/relapsePattern of remissionOutpatient alcohol treatmentUse disorder treatmentFirst yearContinuous relapseContinuous remissionMore relapsesClinical courseOutpatient treatmentRemissionDrinking statusLong-term recoveryRelapsePosttreatment periodDisorder treatmentAlcohol treatmentRelapse episodesAverage durationFunctioning outcomesHeavy drinking statusA Structural Equation Model of Gratitude, Self-efficacy, and Medication Adherence in Patients With Stage B Heart Failure.
Cousin L, Buck H, Benitez B, Mills P, Redwine L. A Structural Equation Model of Gratitude, Self-efficacy, and Medication Adherence in Patients With Stage B Heart Failure. The Journal Of Cardiovascular Nursing 2020, 35: e18-e24. PMID: 32649372, DOI: 10.1097/jcn.0000000000000721.Peer-Reviewed Original ResearchConceptsHeart failureMedication adherenceAsymptomatic patientsStage B heart failureMorisky Medication Adherence ScaleB heart failurePatients' mean ageMedication Adherence ScaleProspective observational studyFunction subscaleAdherence ScaleMean ageObservational studyPatientsQuestionnaire 6Secondary analysisIntervention resultsAdherenceGratitude Questionnaire-6FailureProgressionEvaluating new paralysis, mortality, and readmission among subgroups of patients with spinal epidural abscess: A latent class analysis
Brown P, Phillipi G, King C, Tanski M, Sullivan P. Evaluating new paralysis, mortality, and readmission among subgroups of patients with spinal epidural abscess: A latent class analysis. PLOS ONE 2020, 15: e0238853. PMID: 32915861, PMCID: PMC7485888, DOI: 10.1371/journal.pone.0238853.Peer-Reviewed Original ResearchConceptsSpinal epidural abscessSubgroup of patientsClinical outcomesPatient populationGroup 2Group 1Longer hospital courseSubstance use disorder diagnosisLatent class analysisSubstance use disordersChi-square testCharacteristics of subgroupsHospital mortalityEpidural abscessHospital courseMedical comorbiditiesSignificant morbidityVascular accessRisk factorsClinical subgroupsHealth centersSupport patientsHigh riskPatientsSubsequent mortalityUsing Latent Class Analysis to Identify Hidden Clinical Phenotypes
Mori M, Krumholz HM, Allore HG. Using Latent Class Analysis to Identify Hidden Clinical Phenotypes. JAMA 2020, 324: 700-701. PMID: 32808993, DOI: 10.1001/jama.2020.2278.Peer-Reviewed Educational MaterialsExamining heterogeneity of binge-eating disorder using latent class analysis
Carr MM, Grilo CM. Examining heterogeneity of binge-eating disorder using latent class analysis. Journal Of Psychiatric Research 2020, 130: 194-200. PMID: 32828025, PMCID: PMC7554082, DOI: 10.1016/j.jpsychires.2020.07.032.Peer-Reviewed Original ResearchMeSH KeywordsAdultBinge-Eating DisorderBody ImageBody Mass IndexBody WeightFemaleHumansLatent Class AnalysisMaleConceptsBinge-eating disorderLatent class analysisEating Disorder Examination interviewTreatment-seeking adultsBody image disturbanceSelf-report measuresBody image concernsEating-disorder psychopathologyImage disturbanceImage concernsExamination interviewStructured Clinical InterviewBinge episodesBody imageClass analysisBest overall fitDSM-IV disordersDepressive symptomologyClinical InterviewResearch cliniciansFuture researchDiagnostic classification systemsCurrent studyOverall fitParticipantsLatent Class Analysis of Maternal Vaccine Attitudes and Beliefs
Dudley MZ, Limaye RJ, Omer S, O’Leary S, Ellingson M, Spina C, Chamberlain A, Brewer SE, Bednarczyk RA, Malik F, Frew PM, Salmon D. Latent Class Analysis of Maternal Vaccine Attitudes and Beliefs. Health Education & Behavior 2020, 47: 765-781. PMID: 32639167, DOI: 10.1177/1090198120939491.Peer-Reviewed Original ResearchMeSH KeywordsFemaleHealth Knowledge, Attitudes, PracticeHumansLatent Class AnalysisPregnancyPregnant PeopleSurveys and QuestionnairesVaccinationVaccinesConceptsPregnant womenVaccine attitudesLatent class analysisEducational interventionPrenatal care practicesVaccine acceptorsClass analysisFirst pregnancyVaccine coverageVaccine safetyVaccine informationCare practicesDisease severityWomenSubstantial proportionMost parentsDisease susceptibilityVaccine skepticsVaccine supportersAudience segmentationInterventionGroupSurvey itemsConcerns of surrogate decision makers for patients with acute brain injury: A US population survey.
Hwang DY, Knies AK, Mampre D, Kolenikov S, Schalk M, Hammer H, White DB, Holloway RG, Sheth KN, Fraenkel L. Concerns of surrogate decision makers for patients with acute brain injury: A US population survey. Neurology 2020, 94: e2054-e2068. PMID: 32341190, PMCID: PMC7282883, DOI: 10.1212/wnl.0000000000009406.Peer-Reviewed Original ResearchMeSH KeywordsAdultBrain InjuriesDecision MakingFemaleHumansLatent Class AnalysisLegal GuardiansMaleMiddle AgedSurveys and QuestionnairesUnited StatesConceptsSevere acute brain injurySevere functional disabilityAcute brain injurySurrogate decision makersBrain injuryLatent class analysisPatient's wishesVegetative stateLong-term careFunctional disabilityPoor prognosisUS population surveySD groupPrognostic accuracyHypothetical patientsPatientsUS populationAdditional groupOlder adultsFuture interventionsCompletion ratesInjuryFamily consensusPopulation surveyUnique concerns
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