Aarush Mehta, Amir H Nikzad, Yan Cong, Sunghye Cho, Sameer Pradhan, Sunny X Tang
{"title":"言语中的情绪与精神病症状的严重程度有关。","authors":"Aarush Mehta, Amir H Nikzad, Yan Cong, Sunghye Cho, Sameer Pradhan, Sunny X Tang","doi":"10.1080/13546805.2025.2539159","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Sentiment in the speech of people with schizophrenia spectrum disorder (SSD) may reflect psychosis severity. Previous research examines speech from semi-structured interviews or self-narrative prompts, where differences in measured sentiment may be driven by differences in life experiences. We measured sentiment in speech evoked from standardised stimuli among participants with a psychotic disorder.</p><p><strong>Methods: </strong>Two cohorts (<i>N</i> = 97) participated in this study. Symptom domains were assessed using the Brief Psychiatric Rating Scale and were represented as <i>Anxious Depression</i>, <i>Hostile Suspiciousness</i>, <i>Thought Disturbance</i>, and <i>Withdrawal Retardation</i>. Participant speech during picture description tasks was quantified for sentiments: <i>Valence</i>, <i>Arousal</i>, <i>Dominance</i>, <i>Happiness</i>, <i>Sadness</i>, <i>Anger</i>, <i>Fear</i>, <i>Disgust</i>, and <i>Surprise</i>. Correlations between clinical and sentiment measures were conducted separately for the two cohorts and two timepoints in Cohort 1. Within-participant longitudinal relationships were examined with linear mixed models.</p><p><strong>Results: </strong>Several replicable relationships between sentiment and symptom severity were found: two replicable findings among Cohorts 1 and 2 and three replicable findings across Cohort 1 timepoints. Five findings were also generalised to within-participant longitudinal relationships.</p><p><strong>Conclusions: </strong>Sentiment measures were related to the four symptom domains in the context of standardised stimuli, suggesting a disruption in emotion processing among people with a psychotic disorder.</p>","PeriodicalId":51277,"journal":{"name":"Cognitive Neuropsychiatry","volume":" ","pages":"199-210"},"PeriodicalIF":0.9000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Sentiment in speech is associated with symptom severity in psychosis.\",\"authors\":\"Aarush Mehta, Amir H Nikzad, Yan Cong, Sunghye Cho, Sameer Pradhan, Sunny X Tang\",\"doi\":\"10.1080/13546805.2025.2539159\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Sentiment in the speech of people with schizophrenia spectrum disorder (SSD) may reflect psychosis severity. Previous research examines speech from semi-structured interviews or self-narrative prompts, where differences in measured sentiment may be driven by differences in life experiences. We measured sentiment in speech evoked from standardised stimuli among participants with a psychotic disorder.</p><p><strong>Methods: </strong>Two cohorts (<i>N</i> = 97) participated in this study. Symptom domains were assessed using the Brief Psychiatric Rating Scale and were represented as <i>Anxious Depression</i>, <i>Hostile Suspiciousness</i>, <i>Thought Disturbance</i>, and <i>Withdrawal Retardation</i>. Participant speech during picture description tasks was quantified for sentiments: <i>Valence</i>, <i>Arousal</i>, <i>Dominance</i>, <i>Happiness</i>, <i>Sadness</i>, <i>Anger</i>, <i>Fear</i>, <i>Disgust</i>, and <i>Surprise</i>. Correlations between clinical and sentiment measures were conducted separately for the two cohorts and two timepoints in Cohort 1. Within-participant longitudinal relationships were examined with linear mixed models.</p><p><strong>Results: </strong>Several replicable relationships between sentiment and symptom severity were found: two replicable findings among Cohorts 1 and 2 and three replicable findings across Cohort 1 timepoints. Five findings were also generalised to within-participant longitudinal relationships.</p><p><strong>Conclusions: </strong>Sentiment measures were related to the four symptom domains in the context of standardised stimuli, suggesting a disruption in emotion processing among people with a psychotic disorder.</p>\",\"PeriodicalId\":51277,\"journal\":{\"name\":\"Cognitive Neuropsychiatry\",\"volume\":\" \",\"pages\":\"199-210\"},\"PeriodicalIF\":0.9000,\"publicationDate\":\"2025-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cognitive Neuropsychiatry\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1080/13546805.2025.2539159\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/4 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"PSYCHIATRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cognitive Neuropsychiatry","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/13546805.2025.2539159","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/4 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"PSYCHIATRY","Score":null,"Total":0}
Sentiment in speech is associated with symptom severity in psychosis.
Background: Sentiment in the speech of people with schizophrenia spectrum disorder (SSD) may reflect psychosis severity. Previous research examines speech from semi-structured interviews or self-narrative prompts, where differences in measured sentiment may be driven by differences in life experiences. We measured sentiment in speech evoked from standardised stimuli among participants with a psychotic disorder.
Methods: Two cohorts (N = 97) participated in this study. Symptom domains were assessed using the Brief Psychiatric Rating Scale and were represented as Anxious Depression, Hostile Suspiciousness, Thought Disturbance, and Withdrawal Retardation. Participant speech during picture description tasks was quantified for sentiments: Valence, Arousal, Dominance, Happiness, Sadness, Anger, Fear, Disgust, and Surprise. Correlations between clinical and sentiment measures were conducted separately for the two cohorts and two timepoints in Cohort 1. Within-participant longitudinal relationships were examined with linear mixed models.
Results: Several replicable relationships between sentiment and symptom severity were found: two replicable findings among Cohorts 1 and 2 and three replicable findings across Cohort 1 timepoints. Five findings were also generalised to within-participant longitudinal relationships.
Conclusions: Sentiment measures were related to the four symptom domains in the context of standardised stimuli, suggesting a disruption in emotion processing among people with a psychotic disorder.
期刊介绍:
Cognitive Neuropsychiatry (CNP) publishes high quality empirical and theoretical papers in the multi-disciplinary field of cognitive neuropsychiatry. Specifically the journal promotes the study of cognitive processes underlying psychological and behavioural abnormalities, including psychotic symptoms, with and without organic brain disease. Since 1996, CNP has published original papers, short reports, case studies and theoretical and empirical reviews in fields of clinical and cognitive neuropsychiatry, which have a bearing on the understanding of normal cognitive processes. Relevant research from cognitive neuroscience, cognitive neuropsychology and clinical populations will also be considered.
There are no page charges and we are able to offer free color printing where color is necessary.