Temporal dynamics in psychological assessments: a novel dataset with scales and response times
Su Z, Liu R, Wei Y, Zhang R, Xu X, Wang Y, Zhu Y, Wang L, Liang L, Wang F, Zhang X. Temporal dynamics in psychological assessments: a novel dataset with scales and response times. Scientific Data 2024, 11: 1046. PMID: 39333112, PMCID: PMC11437125, DOI: 10.1038/s41597-024-03888-8.Peer-Reviewed Original ResearchConceptsPsychological assessmentDiagnosis of mental disordersDomain of psychologyResponse time dataEarly diagnosis of mental disordersPrevalence of mental health issuesMental health issuesGAD-7Mental disordersPsychological screeningScale reliabilityMental healthTemporal dynamicsScreening initiativesHealth issuesPublic healthXinxiang Medical UniversityHealthResponse timeScalePsychologyMedical UniversityExploring the relationship between response time sequence in scale answering process and severity of insomnia: A machine learning approach
Su Z, Liu R, Zhou K, Wei X, Wang N, Lin Z, Xie Y, Wang J, Wang F, Zhang S, Zhang X. Exploring the relationship between response time sequence in scale answering process and severity of insomnia: A machine learning approach. Heliyon 2024, 10: e33485. PMID: 39040408, PMCID: PMC11261114, DOI: 10.1016/j.heliyon.2024.e33485.Peer-Reviewed Original ResearchResponse time dataInsomnia Severity IndexInsomnia symptomsPsychological measuresPresence of insomnia symptomsIndividual question levelSeverity of insomniaSymptom severityPsychological evaluationResponse timeInsomniaSleep qualityMachine learning modelsSeverity IndexSymptomsQuestion levelTotal response timeParticipantsLearning modelsTime dataPotential utilityEvaluate sleep qualitySeverityMachine learning approachMobile applications