Tomi Bergström, Selma Gaily-Luoma, Mia Kurtti, Jouko Miettunen, Timo Partonen, Jaana Suvisaari, Jyri J Taskila, Antti Alaräisänen
{"title":"在提供公开对话精神科服务的医院区自杀的人的特征:一项全国性聚类分析。","authors":"Tomi Bergström, Selma Gaily-Luoma, Mia Kurtti, Jouko Miettunen, Timo Partonen, Jaana Suvisaari, Jyri J Taskila, Antti Alaräisänen","doi":"10.1080/08039488.2025.2548235","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Suicide rates vary regionally in Finland, with Western Lapland (WL) being a high-risk area. WL is also known for developing the Open Dialogue (OD)-based psychiatric services. This study aimed to compare the characteristics of suicide cases in WL to the rest of Finland to better understand the elevated suicide rate.</p><p><strong>Materials and methods: </strong>Register-based data on all suicides (<i>n</i> = 4502) in Finland from 2017 to 2022 were used for clustering of demographic and clinical characteristics. Principal Component Analysis was applied for dimensionality reduction, followed by K-means clustering. Logistic regression was used to examine the association between WL and the clusters.</p><p><strong>Results: </strong>WL recorded 66 suicides, with an average annual rate of 18 per 100,000, compared to 13.5 per 100,000 in the rest of Finland. Five clusters were identified from national data: (1) younger men with low service use, (2) individuals with repeated suicide attempts likely dying by self-poisoning, (3) socially integrated men with internalizing disorders, (4) older men with low service use more likely dying by firearm, and (5) individuals treated for severe mental disorders. WL suicides were more likely to belong to Cluster 4 (OR: 2, 95%CI: 1.2-3.3), with no other significant associations.</p><p><strong>Conclusions: </strong>The Finnish hospital district providing OD-based psychiatric services had a higher suicide rate among older men using firearms with lower service contact, emphasizing the need for tailored prevention strategies. There was no indication that the region's elevated suicide rate could be explained by a higher rate of suicides in OD service users.</p>","PeriodicalId":19201,"journal":{"name":"Nordic Journal of Psychiatry","volume":" ","pages":"1-8"},"PeriodicalIF":1.5000,"publicationDate":"2025-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Characteristics of people who died by suicide in a hospital district providing open dialogue-based psychiatric services: a nationwide cluster analysis.\",\"authors\":\"Tomi Bergström, Selma Gaily-Luoma, Mia Kurtti, Jouko Miettunen, Timo Partonen, Jaana Suvisaari, Jyri J Taskila, Antti Alaräisänen\",\"doi\":\"10.1080/08039488.2025.2548235\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>Suicide rates vary regionally in Finland, with Western Lapland (WL) being a high-risk area. WL is also known for developing the Open Dialogue (OD)-based psychiatric services. This study aimed to compare the characteristics of suicide cases in WL to the rest of Finland to better understand the elevated suicide rate.</p><p><strong>Materials and methods: </strong>Register-based data on all suicides (<i>n</i> = 4502) in Finland from 2017 to 2022 were used for clustering of demographic and clinical characteristics. Principal Component Analysis was applied for dimensionality reduction, followed by K-means clustering. Logistic regression was used to examine the association between WL and the clusters.</p><p><strong>Results: </strong>WL recorded 66 suicides, with an average annual rate of 18 per 100,000, compared to 13.5 per 100,000 in the rest of Finland. Five clusters were identified from national data: (1) younger men with low service use, (2) individuals with repeated suicide attempts likely dying by self-poisoning, (3) socially integrated men with internalizing disorders, (4) older men with low service use more likely dying by firearm, and (5) individuals treated for severe mental disorders. WL suicides were more likely to belong to Cluster 4 (OR: 2, 95%CI: 1.2-3.3), with no other significant associations.</p><p><strong>Conclusions: </strong>The Finnish hospital district providing OD-based psychiatric services had a higher suicide rate among older men using firearms with lower service contact, emphasizing the need for tailored prevention strategies. 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Characteristics of people who died by suicide in a hospital district providing open dialogue-based psychiatric services: a nationwide cluster analysis.
Objective: Suicide rates vary regionally in Finland, with Western Lapland (WL) being a high-risk area. WL is also known for developing the Open Dialogue (OD)-based psychiatric services. This study aimed to compare the characteristics of suicide cases in WL to the rest of Finland to better understand the elevated suicide rate.
Materials and methods: Register-based data on all suicides (n = 4502) in Finland from 2017 to 2022 were used for clustering of demographic and clinical characteristics. Principal Component Analysis was applied for dimensionality reduction, followed by K-means clustering. Logistic regression was used to examine the association between WL and the clusters.
Results: WL recorded 66 suicides, with an average annual rate of 18 per 100,000, compared to 13.5 per 100,000 in the rest of Finland. Five clusters were identified from national data: (1) younger men with low service use, (2) individuals with repeated suicide attempts likely dying by self-poisoning, (3) socially integrated men with internalizing disorders, (4) older men with low service use more likely dying by firearm, and (5) individuals treated for severe mental disorders. WL suicides were more likely to belong to Cluster 4 (OR: 2, 95%CI: 1.2-3.3), with no other significant associations.
Conclusions: The Finnish hospital district providing OD-based psychiatric services had a higher suicide rate among older men using firearms with lower service contact, emphasizing the need for tailored prevention strategies. There was no indication that the region's elevated suicide rate could be explained by a higher rate of suicides in OD service users.
期刊介绍:
Nordic Journal of Psychiatry publishes international research on all areas of psychiatry.
Nordic Journal of Psychiatry is the official journal for the eight psychiatry associations in the Nordic and Baltic countries. The journal aims to provide a leading international forum for high quality research on all themes of psychiatry including:
Child psychiatry
Adult psychiatry
Psychotherapy
Pharmacotherapy
Social psychiatry
Psychosomatic medicine
Nordic Journal of Psychiatry accepts original research articles, review articles, brief reports, editorials and letters to the editor.