首页 > 最新文献

Journal of Clinical and Translational Science最新文献

英文 中文
Community Engagement Studios to advance multi-site research with older adults. 社区参与工作室推进老年人的多地点研究。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-31 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.630
Meredith C Masel, Kerri L Cavanaugh, Sharon P Croisant, Krista Bohn, James S Goodwin, Martha L Bruce, Paul J Barr

Introduction: Operationalizing multi-site Community Engagement (CE) Studios to inform a research program is valuable for researchers. We describe the process and outcomes of hosting three CE Studios with Community Experts aged 65 years or older with chronic conditions and care partners of older adults. Experts gave feedback about processes for testing the feasibility, efficacy, effectiveness, and implementation of audio recording clinic visits and sharing recordings with patients who have multimorbidity and their care partners.

Methods: The CE Cores of the Clinical and Translational Science Awards Programs at three academic health science centers created a joint CE Studio guide. Studios were conducted iteratively by site. Following receipt of the final reports, responses were compared to find themes, similarities, and differences on four topics in addition to overall commentary: Recruitment and Retention, Study Protocol, Study Reminders and Frequency, and Recording Technology.

Results: Eighteen older adults and care partners in three states provided valuable feedback to inform multi-site trials. Feedback influenced multiple aspects of trials in process or subsequently funded. Experts provided critique on the wording of study invitations, information sheets, and reminders to engage in study procedures. Experts were concerned for participants being disappointed by randomization to a control arm and advised how investigators should prepare to address that.

Conclusions: Multi-site CE Studios should be consecutive, so each team can learn from the previous teams. Using the CES Toolkit ensures that final reports were easily comparable and utilized to develop a research program that now includes three federally funded clinical trials.

介绍:多站点社区参与(CE)工作室的运作对研究人员来说是有价值的。我们描述了举办三个CE工作室的过程和结果,这些工作室有65岁或65岁以上的慢性病社区专家和老年人的护理伙伴。专家们就测试可行性、疗效、有效性和实施录音门诊就诊以及与患有多种疾病的患者及其护理伙伴共享录音的过程提供了反馈。方法:三个学术卫生科学中心临床和转化科学奖励项目的CE核心创建了一个联合CE工作室指南。工作室是按场地进行迭代的。在收到最终报告后,除了总体评论外,还对回答进行了比较,以找出四个主题的主题、相似点和不同点:招募和保留、研究方案、学习提醒和频率以及记录技术。结果:三个州的18名老年人和护理伙伴提供了有价值的反馈,为多地点试验提供了信息。反馈影响了正在进行或随后资助的试验的多个方面。专家对研究邀请的措辞、信息表和参与研究程序的提醒提出了批评。专家们担心参与者对随机分配到对照组感到失望,并建议研究人员应该如何准备解决这个问题。结论:多地点CE工作室应该是连续的,这样每个团队都可以向之前的团队学习。使用CES工具包可确保最终报告易于比较,并用于开发研究项目,目前包括三个联邦资助的临床试验。
{"title":"Community Engagement Studios to advance multi-site research with older adults.","authors":"Meredith C Masel, Kerri L Cavanaugh, Sharon P Croisant, Krista Bohn, James S Goodwin, Martha L Bruce, Paul J Barr","doi":"10.1017/cts.2024.630","DOIUrl":"10.1017/cts.2024.630","url":null,"abstract":"<p><strong>Introduction: </strong>Operationalizing multi-site Community Engagement (CE) Studios to inform a research program is valuable for researchers. We describe the process and outcomes of hosting three CE Studios with Community Experts aged 65 years or older with chronic conditions and care partners of older adults. Experts gave feedback about processes for testing the feasibility, efficacy, effectiveness, and implementation of audio recording clinic visits and sharing recordings with patients who have multimorbidity and their care partners.</p><p><strong>Methods: </strong>The CE Cores of the Clinical and Translational Science Awards Programs at three academic health science centers created a joint CE Studio guide. Studios were conducted iteratively by site. Following receipt of the final reports, responses were compared to find themes, similarities, and differences on four topics in addition to overall commentary: Recruitment and Retention, Study Protocol, Study Reminders and Frequency, and Recording Technology.</p><p><strong>Results: </strong>Eighteen older adults and care partners in three states provided valuable feedback to inform multi-site trials. Feedback influenced multiple aspects of trials in process or subsequently funded. Experts provided critique on the wording of study invitations, information sheets, and reminders to engage in study procedures. Experts were concerned for participants being disappointed by randomization to a control arm and advised how investigators should prepare to address that.</p><p><strong>Conclusions: </strong>Multi-site CE Studios should be consecutive, so each team can learn from the previous teams. Using the CES Toolkit ensures that final reports were easily comparable and utilized to develop a research program that now includes three federally funded clinical trials.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e186"},"PeriodicalIF":2.1,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626571/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142800924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Examining the impact of the QUARTET USA trial using the translational science benefits model. 使用转化科学效益模型检验美国四重奏试验的影响。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-31 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.641
Guhan Iyer, Danielle Lazar, Abigail S Baldridge, Jairo Mejia, Clara K Chow, Namratha R Kandula, Olutobi A Sanuade, Linda Rosul, Jody D Ciolino, Mark D Huffman

Evaluation of benefits beyond quantitative academic outputs is essential in determining translational research value. We used the Translational Science Benefits Model (TSBM) to examine the impact of the QUARTET USA trial using 30 benefits across 4 domains: Clinical, Community, Economic, and Policy. We found that the QUARTET USA trial demonstrated impact in six areas within the Clinical, and Community domains and had potential impact in two additional areas within the Community and Economic domains. Use of the TSBM supports the value of the QUARTET USA trial, which can be used as a template for future cardiovascular trials.

在确定转化研究价值时,评估定量学术产出之外的效益是必不可少的。我们使用转化科学效益模型(TSBM)来检查美国四方试验的影响,使用临床、社区、经济和政策4个领域的30个效益。我们发现,美国四方试验在临床和社区领域的六个领域显示出影响,并在社区和经济领域的另外两个领域具有潜在影响。TSBM的使用支持了美国QUARTET试验的价值,该试验可作为未来心血管试验的模板。
{"title":"Examining the impact of the QUARTET USA trial using the translational science benefits model.","authors":"Guhan Iyer, Danielle Lazar, Abigail S Baldridge, Jairo Mejia, Clara K Chow, Namratha R Kandula, Olutobi A Sanuade, Linda Rosul, Jody D Ciolino, Mark D Huffman","doi":"10.1017/cts.2024.641","DOIUrl":"10.1017/cts.2024.641","url":null,"abstract":"<p><p>Evaluation of benefits beyond quantitative academic outputs is essential in determining translational research value. We used the Translational Science Benefits Model (TSBM) to examine the impact of the QUARTET USA trial using 30 benefits across 4 domains: Clinical, Community, Economic, and Policy. We found that the QUARTET USA trial demonstrated impact in six areas within the Clinical, and Community domains and had potential impact in two additional areas within the Community and Economic domains. Use of the TSBM supports the value of the QUARTET USA trial, which can be used as a template for future cardiovascular trials.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e187"},"PeriodicalIF":2.1,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626589/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142800938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of neonatal sepsis on serum selenium levels: Evidence of decreased selenium in sepsis-affected neonates. 新生儿脓毒症对血清硒水平的影响:脓毒症患儿硒含量降低的证据。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-31 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.611
Seyed Hossein Saadat, Rakhshaneh Goodarzi, Zeynab Elahi, Aref Ameri

Introduction: Essential trace elements and micronutrients are critical in eliciting an effective immune response to combat sepsis, with selenium being particularly noteworthy. The objective of this investigation is to analyze and the levels of serum selenium in neonates within sepsis and control groups.

Methodology: In 2023, a case-control study was carried out involving 66 hospitalized infants - 33 diagnosed with sepsis forming the case group and 33 free from sepsis constituting the control group - along with their mothers, at Children's and Shariati Hospitals in Bandar Abbas. The serum selenium concentrations (expressed in micrograms per deciliter) were quantified utilizing atomic absorption spectrometry. Subsequently, the data were processed and analyzed using IBM SPSS statistical software, version 22.

Results: The average serum selenium level in neonates with sepsis (42.06 ± 20.40 µg/dL) was notably lower compared to the control group (55.61 ± 20.33 µg/dL), a difference that was statistically significant (p-value = 0.009). The levels of serum selenium were comparable between neonates and mothers across both study groups.

Conclusion: The findings of this research indicate that selenium levels in the sepsis group were reduced compared to the control group, despite similar selenium levels in the mothers and neonates in both groups, suggesting that sepsis could be associated with a decrease in selenium levels.

简介:必需的微量元素和微量营养素在引发对抗败血症的有效免疫反应中至关重要,其中硒尤其值得注意。本研究的目的是分析脓毒症和对照组新生儿血清硒的水平。方法:2023年,在阿巴斯港儿童医院和沙里亚蒂医院开展了一项病例对照研究,涉及66名住院婴儿及其母亲,其中33名被诊断为败血症,构成病例组,33名未被诊断为败血症,构成对照组。采用原子吸收光谱法测定血清硒浓度(以微克/分升表示)。随后,使用IBM SPSS统计软件22版对数据进行处理和分析。结果:新生儿败血症组血清硒平均水平(42.06±20.40µg/dL)明显低于对照组(55.61±20.33µg/dL),差异有统计学意义(p值= 0.009)。在两个研究组中,新生儿和母亲的血清硒水平具有可比性。结论:本研究结果表明,尽管两组母亲和新生儿的硒水平相似,但脓毒症组的硒水平比对照组降低,提示脓毒症可能与硒水平降低有关。
{"title":"Impact of neonatal sepsis on serum selenium levels: Evidence of decreased selenium in sepsis-affected neonates.","authors":"Seyed Hossein Saadat, Rakhshaneh Goodarzi, Zeynab Elahi, Aref Ameri","doi":"10.1017/cts.2024.611","DOIUrl":"10.1017/cts.2024.611","url":null,"abstract":"<p><strong>Introduction: </strong>Essential trace elements and micronutrients are critical in eliciting an effective immune response to combat sepsis, with selenium being particularly noteworthy. The objective of this investigation is to analyze and the levels of serum selenium in neonates within sepsis and control groups.</p><p><strong>Methodology: </strong>In 2023, a case-control study was carried out involving 66 hospitalized infants - 33 diagnosed with sepsis forming the case group and 33 free from sepsis constituting the control group - along with their mothers, at Children's and Shariati Hospitals in Bandar Abbas. The serum selenium concentrations (expressed in micrograms per deciliter) were quantified utilizing atomic absorption spectrometry. Subsequently, the data were processed and analyzed using IBM SPSS statistical software, version 22.</p><p><strong>Results: </strong>The average serum selenium level in neonates with sepsis (42.06 ± 20.40 µg/dL) was notably lower compared to the control group (55.61 ± 20.33 µg/dL), a difference that was statistically significant (<i>p</i>-value = 0.009). The levels of serum selenium were comparable between neonates and mothers across both study groups.</p><p><strong>Conclusion: </strong>The findings of this research indicate that selenium levels in the sepsis group were reduced compared to the control group, despite similar selenium levels in the mothers and neonates in both groups, suggesting that sepsis could be associated with a decrease in selenium levels.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e183"},"PeriodicalIF":2.1,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626566/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142800949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Accelerating evidence generation: Addressing critical challenges and charting a path forward. 加速证据生成:应对关键挑战,规划前进道路。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-31 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.621
Jeeyon G Rim, Jennifer G Jackman, Christoph P Hornik, Joni L Rutter, Haider Warraich, Janet Wittes, Lee Fleisher, Brian S Anderson, Ester Krofah, Elizabeth Kinter, Trevan Locke, Lindsay Kehoe, Ali Abbasi, Hilary Marston, Ann Meeker-O'Connell, Wendy Weber, Tracy Wang, Adrian F Hernandez, Martin Landray, Scott M Palmer

Efficient evidence generation to assess the clinical and economic impact of medical therapies is critical amid rising healthcare costs and aging populations. However, drug development and clinical trials remain far too expensive and inefficient for all stakeholders. On October 25-26, 2023, the Duke Clinical Research Institute brought together leaders from academia, industry, government agencies, patient advocacy, and nonprofit organizations to explore how different entities and influencers in drug development and healthcare can realign incentive structures to efficiently accelerate evidence generation that addresses the highest public health needs. Prominent themes surfaced, including competing research priorities and incentives, inadequate representation of patient population in clinical trials, opportunities to better leverage existing technology and infrastructure in trial design, and a need for heightened transparency and accountability in research practices. The group determined that together these elements contribute to an inefficient and costly clinical research enterprise, amplifying disparities in population health and sustaining gaps in evidence that impede advancements in equitable healthcare delivery and outcomes. The goal of addressing the identified challenges is to ultimately make clinical trials faster, more inclusive, and more efficient across diverse communities and settings.

在医疗成本上升和人口老龄化的背景下,有效的证据生成以评估医疗疗法的临床和经济影响至关重要。然而,对于所有利益相关者来说,药物开发和临床试验仍然过于昂贵和低效。2023年10月25日至26日,杜克临床研究所(Duke Clinical Research Institute)汇集了来自学术界、工业界、政府机构、患者倡导和非营利组织的领导人,探讨药物开发和医疗保健领域的不同实体和影响者如何重新调整激励结构,以有效地加速证据生成,从而满足最高的公共卫生需求。突出的主题浮出水面,包括相互竞争的研究重点和激励措施,临床试验中患者群体的代表性不足,在试验设计中更好地利用现有技术和基础设施的机会,以及在研究实践中提高透明度和问责制的必要性。该小组认为,这些因素加在一起,导致临床研究工作效率低下、成本高昂,扩大了人口健康方面的差距,并在证据方面持续存在差距,阻碍了公平医疗服务和结果的进步。解决已确定的挑战的目标是最终使临床试验在不同社区和环境中更快、更具包容性和更有效。
{"title":"Accelerating evidence generation: Addressing critical challenges and charting a path forward.","authors":"Jeeyon G Rim, Jennifer G Jackman, Christoph P Hornik, Joni L Rutter, Haider Warraich, Janet Wittes, Lee Fleisher, Brian S Anderson, Ester Krofah, Elizabeth Kinter, Trevan Locke, Lindsay Kehoe, Ali Abbasi, Hilary Marston, Ann Meeker-O'Connell, Wendy Weber, Tracy Wang, Adrian F Hernandez, Martin Landray, Scott M Palmer","doi":"10.1017/cts.2024.621","DOIUrl":"10.1017/cts.2024.621","url":null,"abstract":"<p><p>Efficient evidence generation to assess the clinical and economic impact of medical therapies is critical amid rising healthcare costs and aging populations. However, drug development and clinical trials remain far too expensive and inefficient for all stakeholders. On October 25-26, 2023, the Duke Clinical Research Institute brought together leaders from academia, industry, government agencies, patient advocacy, and nonprofit organizations to explore how different entities and influencers in drug development and healthcare can realign incentive structures to efficiently accelerate evidence generation that addresses the highest public health needs. Prominent themes surfaced, including competing research priorities and incentives, inadequate representation of patient population in clinical trials, opportunities to better leverage existing technology and infrastructure in trial design, and a need for heightened transparency and accountability in research practices. The group determined that together these elements contribute to an inefficient and costly clinical research enterprise, amplifying disparities in population health and sustaining gaps in evidence that impede advancements in equitable healthcare delivery and outcomes. The goal of addressing the identified challenges is to ultimately make clinical trials faster, more inclusive, and more efficient across diverse communities and settings.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e184"},"PeriodicalIF":2.1,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626582/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142800828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Race, ethnicity, and considerations for data collection and analysis in research studies. 种族,民族,以及研究中数据收集和分析的考虑。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.632
Sima Sharghi, Shokoufeh Khalatbari, Amy Laird, Jodi Lapidus, Felicity T Enders, Jareen Meinzen-Derr, Amanda L Tapia, Jody D Ciolino

Research studies involving human subjects require collection of and reporting on demographic data related to race and ethnicity. However, existing practices lack standardized guidelines, leading to misrepresentation and biased inferences and conclusions for underrepresented populations in research studies. For instance, sometimes there is a misconception that self-reported racial or ethnic identity may be treated as a biological variable with underlying genetic implications, overlooking its role as a social construct reflecting lived experiences of specific populations. In this manuscript, we use the We All Count data equity framework, which organizes data projects across seven stages: Funding, Motivation, Project Design, Data Collection, Analysis, Reporting, and Communication. Focusing on data collection and analysis, we use examples - both real and hypothetical - to review common practice and provide critiques and alternative recommendations. Through these examples and recommendations, we hope to provide the reader with some ideas and a starting point as they consider embedding a lens of justice, equity, diversity, and inclusivity from research conception to dissemination of findings.

涉及人类受试者的研究需要收集和报告与种族和民族有关的人口统计数据。然而,现有的实践缺乏标准化的指导方针,导致在研究中对代表性不足的人群进行错误的陈述和有偏见的推断和结论。例如,有时存在一种误解,认为自我报告的种族或族裔身份可能被视为具有潜在遗传影响的生物学变量,而忽视了其作为反映特定人群生活经历的社会结构的作用。在本文中,我们使用“我们都很重要”数据公平框架,该框架将数据项目分为七个阶段:资助、激励、项目设计、数据收集、分析、报告和沟通。我们以数据收集和分析为重点,使用真实和假设的例子来回顾常见的做法,并提供批评和替代建议。通过这些例子和建议,我们希望为读者提供一些想法和起点,因为他们考虑从研究概念到发现的传播嵌入正义,公平,多样性和包容性的镜头。
{"title":"Race, ethnicity, and considerations for data collection and analysis in research studies.","authors":"Sima Sharghi, Shokoufeh Khalatbari, Amy Laird, Jodi Lapidus, Felicity T Enders, Jareen Meinzen-Derr, Amanda L Tapia, Jody D Ciolino","doi":"10.1017/cts.2024.632","DOIUrl":"10.1017/cts.2024.632","url":null,"abstract":"<p><p>Research studies involving human subjects require collection of and reporting on demographic data related to race and ethnicity. However, existing practices lack standardized guidelines, leading to misrepresentation and biased inferences and conclusions for underrepresented populations in research studies. For instance, sometimes there is a misconception that self-reported racial or ethnic identity may be treated as a biological variable with underlying genetic implications, overlooking its role as a social construct reflecting lived experiences of specific populations. In this manuscript, we use the We All Count data equity framework, which organizes data projects across seven stages: Funding, Motivation, Project Design, Data Collection, Analysis, Reporting, and Communication. Focusing on data collection and analysis, we use examples - both real and hypothetical - to review common practice and provide critiques and alternative recommendations. Through these examples and recommendations, we hope to provide the reader with some ideas and a starting point as they consider embedding a lens of justice, equity, diversity, and inclusivity from research conception to dissemination of findings.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e182"},"PeriodicalIF":2.1,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626588/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142801061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A pilot community-based Diabetes Prevention and Management Program for adults with diabetes and prediabetes. 一个以社区为基础的糖尿病预防和管理试点项目,针对患有糖尿病和前驱糖尿病的成年人。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.623
Ranjita Misra, Samantha Shawley-Brzoska

Background: West Virginia is a rural state with high rates of type 2 diabetes (T2DM) and prediabetes. The Diabetes Prevention and Management (DPM) program was a health coach (HC)-led, 12-month community-based lifestyle intervention.

Objective: The study examined the impact of the DPM program on changes in glycosylated hemoglobin (A1C) and weight over twelve months among rural adults with diabetes and prediabetes. Program feasibility and acceptability were also explored.

Methods: An explanatory sequential quantitative and qualitative one-group study design was used to gain insight into the pre- and 12-month changes to health behavior and clinical outcomes. Trained HCs delivered the educational sessions and provided weekly health coaching feedback. Assessments included demographics, clinical, anthropometric, and qualitative focus groups. Participants included 94 obese adults with diabetes (63%) and prediabetes (37%). Twenty-two participated in three focus groups.

Results: Average attendance was 13.7 ± 6.1 out of 22 sessions. Mean weight loss was 4.4 ± 11.5 lbs at twelve months and clinical improvement in A1C (0.4%) was noted among T2DM adults. Program retention (82%) was higher among older participants and those with poor glycemic control. While all participants connected to a trained HC, only 72% had regular weekly health coaching. Participants reported overall acceptability and satisfaction with the program and limited barriers to program engagement.

Conclusion: Our findings suggest that it is feasible to implement an HC-led DPM program in rural communities and improve A1C in T2DM adults. Trained HCs have the potential to be integrated with healthcare teams in rural regions of the United States.

背景:西弗吉尼亚州是一个农村州,2 型糖尿病 (T2DM) 和糖尿病前期发病率很高。糖尿病预防与管理(DPM)计划是一项由健康指导员(HC)领导的、为期 12 个月的社区生活方式干预计划:该研究考察了 DPM 计划对农村成年糖尿病患者和糖尿病前期患者 12 个月内糖化血红蛋白 (A1C) 和体重变化的影响。研究还探讨了该计划的可行性和可接受性:方法:采用解释性顺序定量和定性单组研究设计,深入了解健康行为和临床结果在 12 个月前和 12 个月后的变化。接受过培训的保健医生讲授教育课程,并每周提供健康指导反馈。评估包括人口统计学、临床、人体测量和定性焦点小组。参与者包括 94 名患有糖尿病(63%)和糖尿病前期(37%)的肥胖成人。22人参加了三个焦点小组:结果:22 个疗程的平均出勤率为 13.7 ± 6.1。十二个月后,平均体重减轻 4.4±11.5 磅,T2DM 成人的 A1C 临床改善率(0.4%)显著提高。在年龄较大和血糖控制不佳的参与者中,项目保持率(82%)较高。虽然所有参与者都与受过培训的健康指导员建立了联系,但只有 72% 的人每周定期接受健康指导。参与者对计划的总体接受度和满意度较高,参与计划的障碍有限:我们的研究结果表明,在农村社区实施由保健医生主导的 DPM 计划并改善 T2DM 成人的 A1C 是可行的。经过培训的保健医生有可能与美国农村地区的医疗团队相结合。
{"title":"A pilot community-based Diabetes Prevention and Management Program for adults with diabetes and prediabetes.","authors":"Ranjita Misra, Samantha Shawley-Brzoska","doi":"10.1017/cts.2024.623","DOIUrl":"10.1017/cts.2024.623","url":null,"abstract":"<p><strong>Background: </strong>West Virginia is a rural state with high rates of type 2 diabetes (T2DM) and prediabetes. The Diabetes Prevention and Management (DPM) program was a health coach (HC)-led, 12-month community-based lifestyle intervention.</p><p><strong>Objective: </strong>The study examined the impact of the DPM program on changes in glycosylated hemoglobin (A1C) and weight over twelve months among rural adults with diabetes and prediabetes. Program feasibility and acceptability were also explored.</p><p><strong>Methods: </strong>An explanatory sequential quantitative and qualitative one-group study design was used to gain insight into the pre- and 12-month changes to health behavior and clinical outcomes. Trained HCs delivered the educational sessions and provided weekly health coaching feedback. Assessments included demographics, clinical, anthropometric, and qualitative focus groups. Participants included 94 obese adults with diabetes (63%) and prediabetes (37%). Twenty-two participated in three focus groups.</p><p><strong>Results: </strong>Average attendance was 13.7 ± 6.1 out of 22 sessions. Mean weight loss was 4.4 ± 11.5 lbs at twelve months and clinical improvement in A1C (0.4%) was noted among T2DM adults. Program retention (82%) was higher among older participants and those with poor glycemic control. While all participants connected to a trained HC, only 72% had regular weekly health coaching. Participants reported overall acceptability and satisfaction with the program and limited barriers to program engagement.</p><p><strong>Conclusion: </strong>Our findings suggest that it is feasible to implement an HC-led DPM program in rural communities and improve A1C in T2DM adults. Trained HCs have the potential to be integrated with healthcare teams in rural regions of the United States.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e179"},"PeriodicalIF":2.1,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626607/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142800827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Online, asynchronous training in research for residents. 为住院医师提供在线异步研究培训。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.631
Jason T Blackard, Jacqueline M Knapke, Stephanie Schuckman, Jennifer Veevers, William D Hardie, Ruchi Yadav, Alexa Kahn, Patrick Lee, Sima Terebelo, Patrick H Ryan

Scholarly activity is a key component of most residency programmes. To establish fundamental research skills and fill gaps within training curricula, we developed an online, asynchronous set of modules called Research 101 to introduce trainees to various topics that are germane to the conduct of research and evaluated its effectiveness in resident research education. Research 101 was utilised by residents at One Brooklyn Health in Brooklyn, NY. Resident knowledge, confidence, and satisfaction were assessed using pre- and post-module surveys with 5-point Likert scaled questions, open-ended text responses, and a multiple-choice quiz. Pre-module survey results indicated that residents were most confident with the Aligning expectations, Introduction to research, and Study design and data analysis basics modules and least confident with the Submitting an Institutional Review Board protocol and Presenting your summer research modules. Post-module survey responses demonstrated increased learning compared to pre-module results for all modules and learning objectives (p < 0.0001). "This module met my needs" was endorsed 91.4% of the time. The median score for the final quiz that consisted of 25 multiple-choice questions was 23. Thematic analysis of open-ended post-module survey responses identified multiple strengths and opportunities for improvement in course content and instructional methods. These data demonstrate that residents benefit from completion of Research 101, as post-module survey scores were significantly higher than pre-module survey scores for all modules and questions, final quiz scores were high, and open-ended responses highlighted opportunities for additional resident learning.

学术活动是大多数住院医师项目的关键组成部分。为了建立基本的研究技能并填补培训课程中的空白,我们开发了一套名为“研究101”的在线异步模块,向学员介绍与研究行为相关的各种主题,并评估其在住院研究教育中的有效性。研究101被纽约布鲁克林的一个布鲁克林健康中心的居民使用。居民的知识,信心和满意度评估使用前后模块调查与五点李克特量表问题,开放式文本回答,和多项选择测验。模块前调查结果表明,住院医师对预期调整、研究介绍、研究设计和数据分析基础模块最有信心,对提交机构审查委员会协议和展示您的暑期研究模块最不自信。模块后的调查结果显示,与模块前相比,所有模块和学习目标的学习效果都有所提高(p < 0.0001)。91.4%的人赞同“这个模块满足了我的需求”。由25道选择题组成的期末测验的中位数是23分。开放式模块后调查回应的专题分析确定了课程内容和教学方法的多种优势和改进机会。这些数据表明,居民从研究101的完成中受益,因为模块后的调查得分明显高于模块前的调查得分,所有模块和问题,最终测验得分很高,开放式回答强调了额外的居民学习机会。
{"title":"Online, asynchronous training in research for residents.","authors":"Jason T Blackard, Jacqueline M Knapke, Stephanie Schuckman, Jennifer Veevers, William D Hardie, Ruchi Yadav, Alexa Kahn, Patrick Lee, Sima Terebelo, Patrick H Ryan","doi":"10.1017/cts.2024.631","DOIUrl":"10.1017/cts.2024.631","url":null,"abstract":"<p><p>Scholarly activity is a key component of most residency programmes. To establish fundamental research skills and fill gaps within training curricula, we developed an online, asynchronous set of modules called <i>Research 101</i> to introduce trainees to various topics that are germane to the conduct of research and evaluated its effectiveness in resident research education. <i>Research 101</i> was utilised by residents at One Brooklyn Health in Brooklyn, NY. Resident knowledge, confidence, and satisfaction were assessed using pre- and post-module surveys with 5-point Likert scaled questions, open-ended text responses, and a multiple-choice quiz. Pre-module survey results indicated that residents were most confident with the <i>Aligning expectations</i>, <i>Introduction to research</i>, and <i>Study design and data analysis basics</i> modules and least confident with the <i>Submitting an Institutional Review Board protocol</i> and <i>Presenting your summer research</i> modules. Post-module survey responses demonstrated increased learning compared to pre-module results for all modules and learning objectives (<i>p</i> < 0.0001). \"This module met my needs\" was endorsed 91.4% of the time. The median score for the final quiz that consisted of 25 multiple-choice questions was 23. Thematic analysis of open-ended post-module survey responses identified multiple strengths and opportunities for improvement in course content and instructional methods. These data demonstrate that residents benefit from completion of <i>Research 101</i>, as post-module survey scores were significantly higher than pre-module survey scores for all modules and questions, final quiz scores were high, and open-ended responses highlighted opportunities for additional resident learning.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e180"},"PeriodicalIF":2.1,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626569/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142800955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation and lessons learned from the dissemination and implementation science scholars program in the national cancer prevention and control research network. 国家癌症预防与控制研究网络中科学学者项目传播与实施的评估与经验教训。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.625
Daniela B Friedman, Cam Escoffery, Elaine H Morrato, Cynthia A Thomson, Courtney N Petagna, Freda Allyson Hucek, Mary Wangen, Aubrey Villalobos, James R Hebert, Samuel Noblet, Mayank Sakhuja, David O Garcia, Jennifer L Cruz, Stephanie B Wheeler

Background: The Centers for Disease Control and Prevention (CDC)-funded Cancer Prevention and Control Research Network (CPCRN) has been a leader in cancer-related dissemination & implementation (D&I) science. Given increased demand for D&I research, the CPCRN Scholars Program launched in 2021 to expand the number of practitioners, researchers, and trainees proficient in cancer D&I science methods.

Methods: The evaluation was informed by a logic model and data collected through electronic surveys. Through an application process (baseline survey), we assessed scholars' competencies in D&I science domains/subdomains, collected demographic data, and asked scholars to share proposed project ideas. We distributed an exit survey one month after program completion to assess scholars' experience and engagement with the program and changes in D&I competencies. A follow-up survey was administered to alumni nine months post-program to measure their continued network engagement, accomplishments, and skills.

Results: Three cohorts completed the program, consisting of 20, 17, and 25 scholars in Years 1-3, respectively. There was a significant increase in the total D&I competency scores for all three cohorts for 4 overarching domains and 43 subdomains (MPre = 1.38 MPost = 1.89). Differences were greatest for the domain of Practice-Based Considerations (0.50 mean difference) and Theory & Analysis (0.47 mean difference). Alumni surveys revealed that scholars appreciated access to D&I-focused webinars, toolkits, and training resources. 80% remain engaged with CPCRN workgroups and investigators.

Conclusions: Program evaluation with scholars and alumni helped with ongoing quality assurance, introspection, and iterative program adaptation to meet scholars' needs. This approach is recommended for large-scale capacity-building training programs.

背景:美国疾病控制与预防中心(CDC)资助的癌症预防与控制研究网络(CPCRN)一直是癌症相关传播与实施(D&I)科学的领导者。鉴于对D&I研究的需求不断增加,CPCRN学者计划于2021年启动,旨在扩大精通癌症D&I科学方法的从业者、研究人员和培训生的数量。方法:采用逻辑模型和电子调查收集的数据进行评价。通过申请流程(基线调查),我们评估了学者在D&I科学领域/子领域的能力,收集了人口统计数据,并要求学者分享拟议的项目想法。我们在项目结束一个月后分发了一份退出调查,以评估学者的经验和参与项目以及D&I能力的变化。在项目结束9个月后,对校友进行了一项后续调查,以衡量他们持续的网络参与度、成就和技能。结果:三个队列分别在1-3年级完成了项目,分别有20名、17名和25名学者。三个队列在4个总体领域和43个子领域的总体D&I能力得分均有显著提高(MPre = 1.38 MPost = 1.89)。差异最大的领域是基于实践的考虑(0.50的平均差异)和理论与分析(0.47的平均差异)。校友调查显示,学者们喜欢参加以发展与创新为重点的网络研讨会、工具包和培训资源。80%的人仍然与CPCRN工作组和调查人员保持联系。结论:与学者和校友一起进行的项目评估有助于持续的质量保证、自省和迭代的项目调整,以满足学者的需求。建议将这种方法用于大规模的能力建设培训方案。
{"title":"Evaluation and lessons learned from the dissemination and implementation science scholars program in the national cancer prevention and control research network.","authors":"Daniela B Friedman, Cam Escoffery, Elaine H Morrato, Cynthia A Thomson, Courtney N Petagna, Freda Allyson Hucek, Mary Wangen, Aubrey Villalobos, James R Hebert, Samuel Noblet, Mayank Sakhuja, David O Garcia, Jennifer L Cruz, Stephanie B Wheeler","doi":"10.1017/cts.2024.625","DOIUrl":"10.1017/cts.2024.625","url":null,"abstract":"<p><strong>Background: </strong>The Centers for Disease Control and Prevention (CDC)-funded Cancer Prevention and Control Research Network (CPCRN) has been a leader in cancer-related dissemination & implementation (D&I) science. Given increased demand for D&I research, the CPCRN Scholars Program launched in 2021 to expand the number of practitioners, researchers, and trainees proficient in cancer D&I science methods.</p><p><strong>Methods: </strong>The evaluation was informed by a logic model and data collected through electronic surveys. Through an application process (baseline survey), we assessed scholars' competencies in D&I science domains/subdomains, collected demographic data, and asked scholars to share proposed project ideas. We distributed an exit survey one month after program completion to assess scholars' experience and engagement with the program and changes in D&I competencies. A follow-up survey was administered to alumni nine months post-program to measure their continued network engagement, accomplishments, and skills.</p><p><strong>Results: </strong>Three cohorts completed the program, consisting of 20, 17, and 25 scholars in Years 1-3, respectively. There was a significant increase in the total D&I competency scores for all three cohorts for 4 overarching domains and 43 subdomains (M<sub>Pre</sub> = 1.38 M<sub>Post</sub> = 1.89). Differences were greatest for the domain of Practice-Based Considerations (0.50 mean difference) and Theory & Analysis (0.47 mean difference). Alumni surveys revealed that scholars appreciated access to D&I-focused webinars, toolkits, and training resources. 80% remain engaged with CPCRN workgroups and investigators.</p><p><strong>Conclusions: </strong>Program evaluation with scholars and alumni helped with ongoing quality assurance, introspection, and iterative program adaptation to meet scholars' needs. This approach is recommended for large-scale capacity-building training programs.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e181"},"PeriodicalIF":2.1,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626604/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142800918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fielding the research participant perception survey to evaluate a culturally tailored Latinx cohort study. 实地研究参与者感知调查,以评估一个文化量身定制的拉丁裔队列研究。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.629
Sierra Lindo, Jamie Roberts, James Goodrich, Alejandra Mella-Velazquez, Michael D Musty, Alex C Cheng, Rhonda G Kost, Rosa M Gonzalez-Guarda, Ranee Chatterjee

Introduction: Latinx populations are underrepresented in clinical research. Asking Latinx research participants about their research experiences, barriers, and facilitators could help to improve research participation for these populations.

Methods: The Salud Estres y Resilencia (SER) Hispano cohort study is a longitudinal cohort study of young adult Latinx immigrants whose design and conduct were tailored for their study population. We administered the Research Participant Perception Survey (RPPS) to SER Hispano participants to assess their experiences in the study. We describe overall results from the RPPS and compare results of surveys administered to SER Hispano participants via email versus telephone.

Results: Of 340 participants who were contacted with the RPPS, 142 (42%) responded. Among respondents, 53 (37%) responded by initial email contact; and 89 (63%) responded by subsequent phone contact. The majority of respondents were between 35 and 44 years of age (54%), female (76%), and of Cuban origin (50%). Overall, research participants expressed high satisfaction with their research experience; 84% stated that they would "definitely" recommend research participation to friends and family, with no significant difference by method of survey administration (P = 0.45). The most common factor that was chosen that would influence future research participation was having summary results of the research shared with them (72%).

Conclusion: We found that culturally tailored studies can be good experiences for Latinx research participants; and we found that use of the RPPS can be administered successfully, particularly when administered by more than one method, including telephone, to evaluate and to improve research experiences for this population.

拉丁裔人群在临床研究中的代表性不足。向拉丁裔研究参与者询问他们的研究经历、障碍和促进因素可以帮助改善这些人群的研究参与。方法:Salud Estres y Resilencia (SER)西班牙裔队列研究是一项针对年轻成年拉丁裔移民的纵向队列研究,其设计和行为是为他们的研究人群量身定制的。我们采用研究参与者感知调查(RPPS)来评估SER Hispano参与者在研究中的体验。我们描述了RPPS的总体结果,并比较了通过电子邮件和电话对SER Hispano参与者进行的调查结果。结果:在与RPPS接触的340名参与者中,142名(42%)回应。在受访者中,53人(37%)通过最初的电子邮件联系作出回应;89人(63%)随后通过电话联系做出了回应。大多数受访者年龄在35岁至44岁之间(54%),女性(76%),古巴裔(50%)。总体而言,研究参与者对他们的研究经历表达了很高的满意度;84%的受访者表示他们“肯定”会向朋友和家人推荐参与研究,调查管理方式无显著差异(P = 0.45)。被选择的影响未来研究参与的最常见因素是与他们分享研究的总结结果(72%)。结论:我们发现针对不同文化的研究对拉丁裔研究参与者来说是很好的体验;我们发现RPPS的使用可以成功地管理,特别是通过多种方法管理时,包括电话,来评估和改善这一人群的研究经验。
{"title":"Fielding the research participant perception survey to evaluate a culturally tailored Latinx cohort study.","authors":"Sierra Lindo, Jamie Roberts, James Goodrich, Alejandra Mella-Velazquez, Michael D Musty, Alex C Cheng, Rhonda G Kost, Rosa M Gonzalez-Guarda, Ranee Chatterjee","doi":"10.1017/cts.2024.629","DOIUrl":"10.1017/cts.2024.629","url":null,"abstract":"<p><strong>Introduction: </strong>Latinx populations are underrepresented in clinical research. Asking Latinx research participants about their research experiences, barriers, and facilitators could help to improve research participation for these populations.</p><p><strong>Methods: </strong>The Salud Estres y Resilencia (SER) Hispano cohort study is a longitudinal cohort study of young adult Latinx immigrants whose design and conduct were tailored for their study population. We administered the Research Participant Perception Survey (RPPS) to SER Hispano participants to assess their experiences in the study. We describe overall results from the RPPS and compare results of surveys administered to SER Hispano participants via email versus telephone.</p><p><strong>Results: </strong>Of 340 participants who were contacted with the RPPS, 142 (42%) responded. Among respondents, 53 (37%) responded by initial email contact; and 89 (63%) responded by subsequent phone contact. The majority of respondents were between 35 and 44 years of age (54%), female (76%), and of Cuban origin (50%). Overall, research participants expressed high satisfaction with their research experience; 84% stated that they would \"definitely\" recommend research participation to friends and family, with no significant difference by method of survey administration (<i>P</i> = 0.45). The most common factor that was chosen that would influence future research participation was having summary results of the research shared with them (72%).</p><p><strong>Conclusion: </strong>We found that culturally tailored studies can be good experiences for Latinx research participants; and we found that use of the RPPS can be administered successfully, particularly when administered by more than one method, including telephone, to evaluate and to improve research experiences for this population.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e178"},"PeriodicalIF":2.1,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626567/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142800941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting food insecurity in a pediatric population using the electronic health record. 利用电子健康记录预测儿科人群的粮食不安全状况。
IF 2.1 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-28 eCollection Date: 2024-01-01 DOI: 10.1017/cts.2024.645
Joseph Rigdon, Kimberly Montez, Deepak Palakshappa, Callie Brown, Stephen M Downs, Laurie W Albertini, Alysha Taxter

Introduction: More than 5 million children in the United States experience food insecurity (FI), yet little guidance exists regarding screening for FI. A prediction model of FI could be useful for healthcare systems and practices working to identify and address children with FI. Our objective was to predict FI using demographic, geographic, medical, and historic unmet health-related social needs data available within most electronic health records.

Methods: This was a retrospective longitudinal cohort study of children evaluated in an academic pediatric primary care clinic and screened at least once for FI between January 2017 and August 2021. American Community Survey Data provided additional insight into neighborhood-level information such as home ownership and poverty level. Household FI was screened using two validated questions. Various combinations of predictor variables and modeling approaches, including logistic regression, random forest, and gradient-boosted machine, were used to build and validate prediction models.

Results: A total of 25,214 encounters from 8521 unique patients were included, with FI present in 3820 (15%) encounters. Logistic regression with a 12-month look-back using census block group neighborhood variables showed the best performance in the test set (C-statistic 0.70, positive predictive value 0.92), had superior C-statistics to both random forest (0.65, p < 0.01) and gradient boosted machine (0.68, p = 0.01), and showed the best calibration. Results were nearly unchanged when coding missing data as a category.

Conclusions: Although our models could predict FI, further work is needed to develop a more robust prediction model for pediatric FI.

导读:在美国,有超过500万的儿童经历过食物不安全(FI),但关于FI筛查的指导很少。FI的预测模型可用于医疗保健系统和实践工作,以识别和处理FI儿童。我们的目标是利用大多数电子健康记录中可获得的人口统计、地理、医学和历史上未满足的健康相关社会需求数据来预测FI。方法:这是一项回顾性纵向队列研究,儿童在学术儿科初级保健诊所评估,并在2017年1月至2021年8月期间至少筛查一次FI。美国社区调查数据(American Community Survey Data)提供了更多关于房屋所有权和贫困水平等社区层面信息的见解。家庭FI使用两个验证问题进行筛选。预测变量和建模方法的各种组合,包括逻辑回归、随机森林和梯度增强机,用于建立和验证预测模型。结果:8521例独特患者共25214例就诊,其中3820例(15%)就诊中存在FI。采用人口普查块组邻域变量的12个月回顾Logistic回归在检验集中表现最佳(c -统计量0.70,阳性预测值0.92),c -统计量优于随机森林(0.65,p < 0.01)和梯度增强机(0.68,p = 0.01),具有最佳校准效果。当将缺失数据编码为一个类别时,结果几乎没有变化。结论:虽然我们的模型可以预测FI,但需要进一步的工作来建立一个更可靠的儿科FI预测模型。
{"title":"Predicting food insecurity in a pediatric population using the electronic health record.","authors":"Joseph Rigdon, Kimberly Montez, Deepak Palakshappa, Callie Brown, Stephen M Downs, Laurie W Albertini, Alysha Taxter","doi":"10.1017/cts.2024.645","DOIUrl":"10.1017/cts.2024.645","url":null,"abstract":"<p><strong>Introduction: </strong>More than 5 million children in the United States experience food insecurity (FI), yet little guidance exists regarding screening for FI. A prediction model of FI could be useful for healthcare systems and practices working to identify and address children with FI. Our objective was to predict FI using demographic, geographic, medical, and historic unmet health-related social needs data available within most electronic health records.</p><p><strong>Methods: </strong>This was a retrospective longitudinal cohort study of children evaluated in an academic pediatric primary care clinic and screened at least once for FI between January 2017 and August 2021. American Community Survey Data provided additional insight into neighborhood-level information such as home ownership and poverty level. Household FI was screened using two validated questions. Various combinations of predictor variables and modeling approaches, including logistic regression, random forest, and gradient-boosted machine, were used to build and validate prediction models.</p><p><strong>Results: </strong>A total of 25,214 encounters from 8521 unique patients were included, with FI present in 3820 (15%) encounters. Logistic regression with a 12-month look-back using census block group neighborhood variables showed the best performance in the test set (C-statistic 0.70, positive predictive value 0.92), had superior C-statistics to both random forest (0.65, <i>p</i> < 0.01) and gradient boosted machine (0.68, <i>p</i> = 0.01), and showed the best calibration. Results were nearly unchanged when coding missing data as a category.</p><p><strong>Conclusions: </strong>Although our models could predict FI, further work is needed to develop a more robust prediction model for pediatric FI.</p>","PeriodicalId":15529,"journal":{"name":"Journal of Clinical and Translational Science","volume":"8 1","pages":"e195"},"PeriodicalIF":2.1,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11626594/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142801060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Clinical and Translational Science
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1