{"title":"成人初级保健患者健康相关社会需求群","authors":"Joshua R Vest, Wei Wu, Kyaien Conner","doi":"10.3122/jabfm.2024.240173R1","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Patients frequently report multiple health-related social needs (HRSNs) at the same time. This study aimed to identify clusters of co-occurring HRSNs in an adult primary care population.</p><p><strong>Methods: </strong>We surveyed 1252 adult (>=18) primary care patients in Indianapolis, IN. Subjects completed surveys in person at 1 of 3 sites operated by 2 different health systems. Data collection was offered in both English and Spanish. Surveys comprised previously published and validated instruments covering housing instability, financial strain, food insecurity, transportation barriers, unemployment, and legal problems.</p><p><strong>Results: </strong>We identified 4 underlying clusters of HRSNs within the patient population using Complete-Linkage Agglomerative Hierarchical Clustering: \"low HRSNs\" (38.6%), \"high HRSNs\" (29.6%), \"housing dominant\" (23.2%), and \"food dominant\" (8.6%). The high HRSNs cluster had higher average comorbidity scores (<i>P</i> < .001), number of inpatient admissions (<i>P</i> = .004), number of ED visits (<i>P</i> < .001), and number of primary care visits (<i>P</i> < .001).</p><p><strong>Discussion: </strong>As health care organizations increasingly focus on HRSNs as an approach to reducing costs and improving health of patients, these findings indicate that organizational strategies and actions should consider the interrelated and co-occurring nature of HRSNs. To support a large number of patients, strategies should support multiple HRSNs.</p>","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":""},"PeriodicalIF":2.4000,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Clusters of Health-Related Social Needs Among Adult Primary Care Patients.\",\"authors\":\"Joshua R Vest, Wei Wu, Kyaien Conner\",\"doi\":\"10.3122/jabfm.2024.240173R1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Patients frequently report multiple health-related social needs (HRSNs) at the same time. This study aimed to identify clusters of co-occurring HRSNs in an adult primary care population.</p><p><strong>Methods: </strong>We surveyed 1252 adult (>=18) primary care patients in Indianapolis, IN. Subjects completed surveys in person at 1 of 3 sites operated by 2 different health systems. Data collection was offered in both English and Spanish. Surveys comprised previously published and validated instruments covering housing instability, financial strain, food insecurity, transportation barriers, unemployment, and legal problems.</p><p><strong>Results: </strong>We identified 4 underlying clusters of HRSNs within the patient population using Complete-Linkage Agglomerative Hierarchical Clustering: \\\"low HRSNs\\\" (38.6%), \\\"high HRSNs\\\" (29.6%), \\\"housing dominant\\\" (23.2%), and \\\"food dominant\\\" (8.6%). The high HRSNs cluster had higher average comorbidity scores (<i>P</i> < .001), number of inpatient admissions (<i>P</i> = .004), number of ED visits (<i>P</i> < .001), and number of primary care visits (<i>P</i> < .001).</p><p><strong>Discussion: </strong>As health care organizations increasingly focus on HRSNs as an approach to reducing costs and improving health of patients, these findings indicate that organizational strategies and actions should consider the interrelated and co-occurring nature of HRSNs. To support a large number of patients, strategies should support multiple HRSNs.</p>\",\"PeriodicalId\":50018,\"journal\":{\"name\":\"Journal of the American Board of Family Medicine\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.4000,\"publicationDate\":\"2025-04-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of the American Board of Family Medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3122/jabfm.2024.240173R1\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the American Board of Family Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3122/jabfm.2024.240173R1","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
Clusters of Health-Related Social Needs Among Adult Primary Care Patients.
Introduction: Patients frequently report multiple health-related social needs (HRSNs) at the same time. This study aimed to identify clusters of co-occurring HRSNs in an adult primary care population.
Methods: We surveyed 1252 adult (>=18) primary care patients in Indianapolis, IN. Subjects completed surveys in person at 1 of 3 sites operated by 2 different health systems. Data collection was offered in both English and Spanish. Surveys comprised previously published and validated instruments covering housing instability, financial strain, food insecurity, transportation barriers, unemployment, and legal problems.
Results: We identified 4 underlying clusters of HRSNs within the patient population using Complete-Linkage Agglomerative Hierarchical Clustering: "low HRSNs" (38.6%), "high HRSNs" (29.6%), "housing dominant" (23.2%), and "food dominant" (8.6%). The high HRSNs cluster had higher average comorbidity scores (P < .001), number of inpatient admissions (P = .004), number of ED visits (P < .001), and number of primary care visits (P < .001).
Discussion: As health care organizations increasingly focus on HRSNs as an approach to reducing costs and improving health of patients, these findings indicate that organizational strategies and actions should consider the interrelated and co-occurring nature of HRSNs. To support a large number of patients, strategies should support multiple HRSNs.
期刊介绍:
Published since 1988, the Journal of the American Board of Family Medicine ( JABFM ) is the official peer-reviewed journal of the American Board of Family Medicine (ABFM). Believing that the public and scientific communities are best served by open access to information, JABFM makes its articles available free of charge and without registration at www.jabfm.org. JABFM is indexed by Medline, Index Medicus, and other services.