Jessica Stubbing, Peter J Franz, David Mou, Adam C Jaroszewski, Patrick Mair, Daniel Kessler, Sara Ray, Vy Cao-Silveira, Savannah Bachman, Sarah Schuster, Daniel Graupensperger, Mike Porath, Matthew K Nock
{"title":"识别关于自杀的数字社交媒体叙事的治疗特征:一项混合方法调查。","authors":"Jessica Stubbing, Peter J Franz, David Mou, Adam C Jaroszewski, Patrick Mair, Daniel Kessler, Sara Ray, Vy Cao-Silveira, Savannah Bachman, Sarah Schuster, Daniel Graupensperger, Mike Porath, Matthew K Nock","doi":"10.1038/s44184-025-00155-5","DOIUrl":null,"url":null,"abstract":"<p><p>Recently, we found adults who received digital bibliotherapy featuring lived-experience narratives related to suicidal thoughts and behaviors reported lower suicidal thoughts, mediated by increased social connectedness and optimism. This study aimed to identify characteristics of narratives associated with decreased suicidal thinking and increased social connectedness and optimism. 1532 users of a social media platform responded to surveys before and after reading narratives. Mixed-methods content analysis and clustered multidimensional scaling tested whether clusters that shared narrative characteristics were related to suicidal thoughts, social connectedness and optimism. We identified three narrative clusters: Cluster 1: \"Encouraging Readers to Live,\" Cluster 2: \"Sharing Personal Stories,\" and Cluster 3: \"Detailed Accounts.\" Clusters 2 and 3 were associated with greatest reduction in suicidal thoughts, Cluster 2 with the greatest increase in social connectedness, and Cluster 3 with the greatest increase in optimism. Results suggest the optimal narratives for reducing suicidal thoughts are personal, detailed accounts.</p>","PeriodicalId":74321,"journal":{"name":"Npj mental health research","volume":"4 1","pages":"41"},"PeriodicalIF":0.0000,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12408815/pdf/","citationCount":"0","resultStr":"{\"title\":\"Identifying therapeutic characteristics of digital social media narratives about suicide: a mixed methods investigation.\",\"authors\":\"Jessica Stubbing, Peter J Franz, David Mou, Adam C Jaroszewski, Patrick Mair, Daniel Kessler, Sara Ray, Vy Cao-Silveira, Savannah Bachman, Sarah Schuster, Daniel Graupensperger, Mike Porath, Matthew K Nock\",\"doi\":\"10.1038/s44184-025-00155-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Recently, we found adults who received digital bibliotherapy featuring lived-experience narratives related to suicidal thoughts and behaviors reported lower suicidal thoughts, mediated by increased social connectedness and optimism. This study aimed to identify characteristics of narratives associated with decreased suicidal thinking and increased social connectedness and optimism. 1532 users of a social media platform responded to surveys before and after reading narratives. Mixed-methods content analysis and clustered multidimensional scaling tested whether clusters that shared narrative characteristics were related to suicidal thoughts, social connectedness and optimism. We identified three narrative clusters: Cluster 1: \\\"Encouraging Readers to Live,\\\" Cluster 2: \\\"Sharing Personal Stories,\\\" and Cluster 3: \\\"Detailed Accounts.\\\" Clusters 2 and 3 were associated with greatest reduction in suicidal thoughts, Cluster 2 with the greatest increase in social connectedness, and Cluster 3 with the greatest increase in optimism. Results suggest the optimal narratives for reducing suicidal thoughts are personal, detailed accounts.</p>\",\"PeriodicalId\":74321,\"journal\":{\"name\":\"Npj mental health research\",\"volume\":\"4 1\",\"pages\":\"41\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12408815/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Npj mental health research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1038/s44184-025-00155-5\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Npj mental health research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1038/s44184-025-00155-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Identifying therapeutic characteristics of digital social media narratives about suicide: a mixed methods investigation.
Recently, we found adults who received digital bibliotherapy featuring lived-experience narratives related to suicidal thoughts and behaviors reported lower suicidal thoughts, mediated by increased social connectedness and optimism. This study aimed to identify characteristics of narratives associated with decreased suicidal thinking and increased social connectedness and optimism. 1532 users of a social media platform responded to surveys before and after reading narratives. Mixed-methods content analysis and clustered multidimensional scaling tested whether clusters that shared narrative characteristics were related to suicidal thoughts, social connectedness and optimism. We identified three narrative clusters: Cluster 1: "Encouraging Readers to Live," Cluster 2: "Sharing Personal Stories," and Cluster 3: "Detailed Accounts." Clusters 2 and 3 were associated with greatest reduction in suicidal thoughts, Cluster 2 with the greatest increase in social connectedness, and Cluster 3 with the greatest increase in optimism. Results suggest the optimal narratives for reducing suicidal thoughts are personal, detailed accounts.