{"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":"10.3122/jabfm.2024.240173R1","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":"119-124"},"PeriodicalIF":2.4,"publicationDate":"2025-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12096377/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143789401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Christy J W Ledford, Jacqueline B Britz, Melinda L McKew, Mia V von Gal, Neha Balachandran, L A Middleton, Dean A Seehusen
{"title":"Answering the \"100 Most Important Family Medicine Research Questions\" from the 1985 Hames Consortium.","authors":"Christy J W Ledford, Jacqueline B Britz, Melinda L McKew, Mia V von Gal, Neha Balachandran, L A Middleton, Dean A Seehusen","doi":"10.3122/jabfm.2024.240130R1","DOIUrl":"10.3122/jabfm.2024.240130R1","url":null,"abstract":"<p><strong>Introduction: </strong>The 1985 Hames Consortium convened family medicine researchers to identify outstanding questions in their practice.</p><p><strong>Method: </strong>In this descriptive review, we collected, codified, and analyzed available literature to describe the availability of evidence to answer these questions.</p><p><strong>Results: </strong>Of 136 total questions, researchers rated 33 questions as not at all answered (24.2%), 49 questions as somewhat answered (36.0%), 37 as mostly answered (27.2%), and 17 as fully answered - will implement in practice (12.5%). Notably, 2 of the categories with the highest number of total questions, community oriented primary care and the value of comprehensive care, had the highest percentage of unanswered questions.</p><p><strong>Discussion: </strong>The Hames 100 questions and categories themselves demonstrate the values and purpose of family medicine research and can serve as a powerful tool to discuss the future of family medicine research. The varied questions illustrate the broad scope of interest of family physicians in 1985, which remains just as relevant today. Our findings indicate that relatively few questions were fully answered, with even fewer questions answered in family medicine journals.</p>","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":"S106-S121"},"PeriodicalIF":2.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142640120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Current and Future Challenges to Publishing Family Medicine Research.","authors":"Dean A Seehusen, Sarina B Schrager, Sumi M Sexton","doi":"10.3122/jabfm.2023.230438R1","DOIUrl":"10.3122/jabfm.2023.230438R1","url":null,"abstract":"","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":"S80-S84"},"PeriodicalIF":2.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142640123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Winston Liaw, Sebastian T Tong, Nina DeJonghe, Hope R Wittenberg
{"title":"Past Is Prologue: The Essential Role of Advocacy in Shaping the Future of Family Medicine Research.","authors":"Winston Liaw, Sebastian T Tong, Nina DeJonghe, Hope R Wittenberg","doi":"10.3122/jabfm.2023.230407R1","DOIUrl":"10.3122/jabfm.2023.230407R1","url":null,"abstract":"","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":"S92-S95"},"PeriodicalIF":2.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142640128","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Team Science in Family Medicine Research.","authors":"Arch G Mainous","doi":"10.3122/jabfm.2023.230437R1","DOIUrl":"10.3122/jabfm.2023.230437R1","url":null,"abstract":"<p><p>Collaboration, particularly interdisciplinary collaboration, is very common in family medicine research. Interdisciplinary collaboration and team science are encouraged and have significant advantages but they also have challenges to implementation. Addressing those challenges, even with changes to how promotion and tenure are conceptualized to reward team science is necessary for family medicine research to continue to grow and prosper.</p>","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":"S56-S58"},"PeriodicalIF":2.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142640130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dean A Seehusen, Heather L Paladine, Weyinshet P Gossa
{"title":"CERA: A Vehicle for Facilitating Research in Family Medicine.","authors":"Dean A Seehusen, Heather L Paladine, Weyinshet P Gossa","doi":"10.3122/jabfm.2023.230434R1","DOIUrl":"10.3122/jabfm.2023.230434R1","url":null,"abstract":"","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":"S77-S79"},"PeriodicalIF":2.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142640122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Transforming Family Medicine Research: Strategic Planning, Summits, and a Special Issue.","authors":"Irfan Asif, Samantha Elwood, Amanda Weidner","doi":"10.3122/jabfm.2024.240301R0","DOIUrl":"10.3122/jabfm.2024.240301R0","url":null,"abstract":"","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":"S27-S29"},"PeriodicalIF":2.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142898910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nancy Pandhi, Aleksandra E Zgierska, Korey Kennelty, Wen-Jan Tuan, David P Rabago
{"title":"Leveraging the Clinical Translational Science Award Network to Advance Family Medicine Research.","authors":"Nancy Pandhi, Aleksandra E Zgierska, Korey Kennelty, Wen-Jan Tuan, David P Rabago","doi":"10.3122/jabfm.2024.240075R1","DOIUrl":"10.3122/jabfm.2024.240075R1","url":null,"abstract":"<p><p>In this commentary, the authors present opportunities for the family medicine's strategic plan for research to build and expand research infrastructure by leveraging the federally funded Clinical and Translational Science and Clinical and Translational Research Awards programs. These include engaging patients and communities historically underrepresented in research throughout the research design, development, implementation, and dissemination process; building and expanding practice-based research networks; leveraging research resources, facilities, trainings, and mentorship opportunities; obtaining pilot funding; using informatics expertise to improve care quality; and embedding dissemination and implementation science expertise to promote the use of evidence-based interventions in real world clinical primary care settings.</p>","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":"S122-S128"},"PeriodicalIF":2.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142900009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Diversity in Family Medicine Research.","authors":"Santina J G Wheat, José E Rodríguez","doi":"10.3122/jabfm.2024.240082R1","DOIUrl":"10.3122/jabfm.2024.240082R1","url":null,"abstract":"<p><p>In conjunction with the North American Primary Care Research Group (NAPCRG) Annual Conference in 2023, leaders in the field of family medicine came together to discuss and produce a Family Medicine Research Agenda. While multiple areas were discussed, diversity, equity, and inclusion did not rise to the top as research priorities. This article discusses the 3 areas family medicine leaders see as necessary to produce high-quality research. The authors present ideas on how diversity, equity, and inclusion can be prioritized in each area. In the first area, \"Grow the family medicine research workforce by expanding pathways and strengthening mentorship,\" the authors present existing models, with an emphasis on those pathway programs proven to increase scholarship and research, such as the Leadership Through Scholarship Fellowship sponsored by the Society of Teachers of Family Medicine (STFM) and the Building Research Capacity Program sponsored by the Association of Departments of Family Medicine (ADFM). In the second area, \"Increase funding for family medicine research and advocate for enhanced health policy and support,\" the authors present ideas on greater utilization of NIH diversity supplements as well as institutional advocacy by family medicine chairs to create seed grants and provide opportunities for diverse faculty to engage in research. Chairs can also increase the diversity of the researcher pool by recruiting among local full-time clinicians, a more diverse group than most faculties. For the final area, \"Build a national infrastructure for organizing and optimizing family medicine research opportunities,\" the authors present solutions including following demographic data surrounding authorship and reviewing for journals; having dedicated committees or editors focused on diversity, equity, and inclusion; and using demographic data from conference submissions to encourage those from underrepresented backgrounds to translate their presentations into a manuscript. These strategies can help equity, diversity, and inclusion become central to our research and be used as a national model for other specialties attempting to do the same.</p>","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":"S64-S68"},"PeriodicalIF":2.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142640124","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Every Day I Write the Book: Transforming EHR Data from Daily Practice into New Knowledge.","authors":"Robert L Phillips, Andrew W Bazemore","doi":"10.3122/jabfm.2024.240008R1","DOIUrl":"10.3122/jabfm.2024.240008R1","url":null,"abstract":"<p><p>Despite producing mountains of data in the daily course of care, the documentation labors of frontline clinicians currently return very little value to them or to the health system. The potential of these painstakingly collected data are enormous and clinical registries can extract the extraordinary capacity of these data and transform them into research-ready datasets while protecting the confidentiality of the patients and clinicians. Clinical registries represent transformative tools for primary care research, bringing together the dimensions of clinical practice, research, quality improvement, and policy impact from a large, nationally reflective, diverse sample of practices and patients. The PRIME Registry is one such clinical registry that extracts electronic health record data from more than 600 primary care practices across the United States that is helping advance research, improve quality, and shape the policies required to achieve high-performing primary care for all. Other examples of primary care registries exist, but most of the painstakingly captured data from frontline care remains fallow. Enabling use of these data are important for research, to prevent harm from mis-trained machine learning algorithms, and for monitoring the health of the public.</p>","PeriodicalId":50018,"journal":{"name":"Journal of the American Board of Family Medicine","volume":" ","pages":"S138-S143"},"PeriodicalIF":2.4,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142899957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}