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From the Editors: Improving Care Through Enhancing Teams and Tools. 来自编辑:通过加强团队和工具改善护理。
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-04-01 Epub Date: 2026-03-09 DOI: 10.1097/JAC.0000000000000554
E Lee Rosenthal, Durrell J Fox, Kimberley H Geissler
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引用次数: 0
Designing Complex Care Management Programs to Support Patients With Substance Use Disorder: An Essential and Overlooked Opportunity. 设计复杂的护理管理方案,以支持患者的物质使用障碍:一个重要的和被忽视的机会。
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-04-01 Epub Date: 2026-03-09 DOI: 10.1097/JAC.0000000000000553
Kelly M Schuering, Daniel P Martin, Deborah Goldfarb, Erin Nahrgang, Alison A Galbraith, Christine A Pace

Background: Individuals with substance use disorders (SUDs) have high rates of medical and mental health comorbidities, health care utilization, and costs. Improving the capacity of care management programs to meet the needs of those with SUDs could benefit Medicaid accountable care organizations, but there are few reports of strategies to do so.

Program approach: The Boston Medical Center Health System Complex Care Management (CCM) program aims to build trusting relationships with the highest-risk patients across five Massachusetts Medicaid accountable care organizations and work with those individuals to achieve their health-related goals. Given that more than half of CCM-enrolled patients have been diagnosed with a SUD, CCM has adjusted its staffing models, workforce recruitment and development, patient identification and engagement, approach to health-related social needs, and community partnerships to better meet the needs of patients with an SUD. We have developed strategies to recruit diverse staff; train them on SUDs, harm reduction, motivational interviewing, and trauma-informed care; embed staff members in inpatient and community settings; and ensure teams have access to behavioral health staff for additional support as needed. We have also built partnerships with community, governmental, and health care organizations to ensure patients receive appropriately comprehensive care despite complex social, medical, and behavioral health needs.

Outcomes: Although most patients with a SUD agree to enroll in CCM when outreached, our data indicate room to improve the rates at which we reach these individuals and sustain engagement. Preliminary pre-post data showed that CCM-enrolled patients had lower rates of overdose and higher rates of engagement with outpatient care for SUDs, mental health, and medications for opioid use disorder.

Conclusion: Our experience demonstrates that with appropriate training and tools, care management staff perform vital work to improve outcomes for individuals with SUDs, although more detailed research is needed to assess the effectiveness of specific intervention components.

背景:物质使用障碍(sud)患者有较高的医疗和精神健康合并症、医疗保健使用率和费用。提高护理管理项目的能力,以满足那些患有sud的人的需求,可以使医疗补助负责的医疗机构受益,但很少有这样做的策略报告。项目方法:波士顿医疗中心健康系统复杂护理管理(CCM)项目旨在与马萨诸塞州医疗补助负责任的五个医疗机构中风险最高的患者建立信任关系,并与这些患者一起实现与健康相关的目标。考虑到超过一半的CCM患者被诊断患有SUD, CCM调整了其人员配置模式、劳动力招聘和发展、患者识别和参与、与健康相关的社会需求方法以及社区合作伙伴关系,以更好地满足SUD患者的需求。我们制定了招聘多元化员工的策略;对他们进行sud、减少伤害、动机性访谈和创伤知情护理方面的培训;将工作人员安置在住院和社区环境中;并确保团队能够在需要时获得行为卫生工作人员的额外支持。我们还与社区、政府和卫生保健组织建立了伙伴关系,以确保患者在复杂的社会、医疗和行为健康需求下得到适当的全面护理。结果:虽然大多数患有SUD的患者在外展时同意参加CCM,但我们的数据表明,我们提高这些个体的接触率并保持参与的空间。初步的前后数据显示,ccm纳入的患者服用过量药物的比例较低,接受SUDs、心理健康和阿片类药物使用障碍门诊治疗的比例较高。结论:我们的经验表明,通过适当的培训和工具,护理管理人员在改善sud患者的预后方面发挥了至关重要的作用,尽管需要更详细的研究来评估特定干预成分的有效性。
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引用次数: 0
Evidence-Based Practice Strategies to Improve Nurses' Professionalism: Use of EBP Education and EBP Mentor Support in an Ambulatory Care Setting. 循证实践策略提高护士的专业精神:在门诊护理环境中使用EBP教育和EBP导师支持。
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-04-01 Epub Date: 2026-03-09 DOI: 10.1097/JAC.0000000000000549
Dawn Miller, AnnMarie Walton, Chris Tarver, Cindy Beckett

Background: Implementation of evidence-based practice (EBP) is associated with professionalism; EBP knowledge and implementation of EBP increases nurse's professional values and professionalism.

Methods: A pre- and post-implementation project assessed the impact of online EBP competency education and the use of EBP mentors on EBP knowledge and professionalism.

Results: Slight improvement in scores for knowledge about EBP competencies and professional values were demonstrated. Total competency average score improved from a mean of 2.12 pre- to 2.56 post- (p = .003).

Conclusions: Online EBP education can be utilized for ambulatory care nurses where there is a lack of clinical resources to support time outside of the clinic for education and training.

背景:实施循证实践(EBP)与专业精神有关;EBP的知识和实施提高了护士的职业价值观和职业素养。方法:通过实施前和实施后的项目评估在线EBP能力教育和使用EBP导师对EBP知识和专业精神的影响。结果:EBP胜任力知识和职业价值观得分略有提高。总胜任力平均分由前的2.12分提高到后的2.56分(p = 0.003)。结论:在门诊护理护士缺乏临床资源支持的情况下,可以利用在线EBP教育进行门诊护理护士的教育和培训。
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引用次数: 0
Optimizing Patient Care: Harnessing the Power of Physician-Nurse Practitioner Teams in Primary Care. 优化病人护理:在初级保健中利用医师-护士执业团队的力量。
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-04-01 Epub Date: 2026-03-09 DOI: 10.1097/JAC.0000000000000552
Mary Kooyer, Katherine Moran, Amy Manderscheid

The focus of this quality improvement project was to implement a team-based care model with a team including three physicians and one nurse practitioner (NP). The project included implementation of a team-based care model by utilizing a standardized NP schedule template and a team-based schedule workflow with the goal to improve quality of chronic care management; increase annual wellness visits and total number of patients seen; and increase effective NP utilization in an ambulatory care setting. The team-based care model implementation was associated with a statistically significant increase in the number of annual wellness visits completed (p < .001).

该质量改进项目的重点是实施团队护理模式,团队包括三名医生和一名执业护士(NP)。该项目包括通过使用标准化NP时间表模板和基于团队的时间表工作流来实施基于团队的护理模式,以提高慢性病护理管理的质量;增加每年的健康检查和看病的总人数;并在门诊护理环境中增加NP的有效利用。以团队为基础的护理模式的实施与年度健康访问完成次数的统计学显著增加相关(p < 0.001)。
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引用次数: 0
Improving Maternal Health Equity and Outcomes Through the Development of a Clinician-Informed Algorithm: A Feasibility Study. 通过临床医生知情算法的发展改善孕产妇健康公平和结果:可行性研究。
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-04-01 Epub Date: 2026-03-09 DOI: 10.1097/JAC.0000000000000550
Jena Wallander Gemkow, Eve Walter, Nivedita Mohanty, Ta-Yun Yang, Rachel Caskey, Cristina Barkowski, Sadia Haider

Objective: Increasing proportions of adverse maternal health outcomes occur in the 12-month postpartum period and could be addressed in outpatient settings. Our objective was to develop and test an algorithm to support a population health tool to identify high-risk prenatal patients served by federally qualified health centers (FQHCs).

Methods: We leveraged human-centered design to develop and test the population health tool and algorithm. We conducted focus groups and a literature search to identify risk criteria for the tool. To evaluate the tool, we conducted structured interviews and predictive modeling to compare the recall between the original tool and the refined algorithm. The population health tool was initially tested using electronic health record (EHR) data at six pilot FQHCs. To test the model's predictive capacity, we expanded to 18 FQHCs. Focus group participants included FQHC clinicians and staff. Data to evaluate the population health tool were queried from prenatal patients receiving care at participating FQHCs. The primary outcomes were adverse outcomes addressed in outpatient settings and health care utilization within 12 months postpartum.

Results: Two focus groups (N = 7) were conducted to inform the implementation. In follow-up interviews (n = 6), users highlighted the tool's utility for identifying high-risk patients. In the predictive models (N = 82,829), the adverse outcome recall increased by 16%, but the algorithm only correctly predicted 42% of adverse outcomes experienced. The postpartum visit recall increased by 45%, with the algorithm correctly predicting 96% of visits utilized.

Conclusion: Results of this project highlight the importance of a deep understanding of EHR data capture and the involvement of clinicians when developing, testing, and evaluating interventions aimed at optimizing care for vulnerable patient populations. Future research should incorporate inpatient, outpatient, and social determinants data to develop a more comprehensive understanding of maternal health risk in the postpartum period.

目的:在产后12个月期间发生的不良孕产妇健康结果比例增加,可以在门诊环境中解决。我们的目标是开发和测试一种算法,以支持一种人口健康工具,以识别由联邦合格的健康中心(fqhc)服务的高危产前患者。方法:采用以人为本的设计方法,开发和测试人口健康工具和算法。我们进行了焦点小组和文献检索,以确定该工具的风险标准。为了评估该工具,我们进行了结构化访谈和预测建模,以比较原始工具和改进算法之间的召回率。人口健康工具最初在六个试点fqhc使用电子健康记录(EHR)数据进行了测试。为了测试模型的预测能力,我们将模型扩展到18个fqhc。焦点小组参与者包括FQHC的临床医生和工作人员。从参加fqhc的产前患者中查询评估人口健康工具的数据。主要结局是在门诊设置和产后12个月内的医疗保健利用解决不良后果。结果:进行了两个焦点小组(N = 7),以告知实施情况。在后续访谈中(n = 6),用户强调了该工具在识别高危患者方面的实用性。在预测模型(N = 82,829)中,不良结果召回率提高了16%,但该算法仅正确预测了42%的不良结果。产后访问回忆率提高了45%,该算法正确预测了96%的访问利用率。结论:该项目的结果强调了深入了解电子病历数据采集的重要性,以及临床医生在开发、测试和评估旨在优化弱势患者群体护理的干预措施时的参与。未来的研究应纳入住院、门诊和社会决定因素数据,以更全面地了解产后产妇健康风险。
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引用次数: 0
Diabetes, Dementia, and Disruptions in Health Care Use in 2020 for Low-Income Medicare Beneficiaries. 2020年低收入医疗保险受益人的糖尿病、痴呆和医疗保健使用中断
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-04-01 Epub Date: 2026-03-09 DOI: 10.1097/JAC.0000000000000551
Avantika Saraf Shah, Hannah E Peterson, Rosette Chakkalakal, Stacie Dusetzina, Chanee Fabius, John Graves, Jennifer Kim, Michael Mumma, Loren Lipworth, David G Stevenson, Laura M Keohane

Background: Despite widespread interruptions to health care in 2020, little evidence demonstrates how populations at highest risk for poor outcomes fared across a comprehensive scope of services.

Methods: Among a predominantly low-income population of individuals ages 65 and older with diabetes (n = 4,187), we measured health care service use in Medicare and Medicaid claims data from 2018 to 2020. Stratified analyses included individuals with Alzheimer disease and related dementias (ADRD, n = 1,025), individuals who used Medicaid-funded home- and community-based services (HCBS, n = 264), and long-term nursing home services (n = 365).

Results: Relative to 2018-2019, adjusted quarterly rates of evaluation and management visits dropped by 26% (95% confidence interval [CI]: 23%-28%) in Q2 2020 and remained 7% lower (95% CI: 4%-10%) in Q4 2020. Persistent declines occurred for inpatient discharges and emergency room visits (relative risk Q4 2020 vs. 2018-2019: 0.87 [95% CI: 0.76-0.99] and 0.77 [95% CI: 0.69-0.87], respectively). Insulin fills declined in later 2020 (relative risk Q4 2020 vs. 2018-2019: 0.87 [95% CI: 0.79-0.95]) while annual wellness visits rebounded (relative risk Q4 2020 vs. 2018-2019: 1.19 [95% CI: 1.06-1.34]). Individuals who used Medicaid-funded HCBS or long-term nursing home services before the pandemic had large declines in evaluation and management visits (relative risk Q4 2020 vs. 2018-2019: 0.80 [95% CI: 0.69-0.93] and 0.63 [95% CI: 0.43-0.94], respectively). Nursing home residents also had notable declines in insulin fills (relative risk Q4 2020 vs. 2018-2019: 0.73, 95% CI: 0.55-0.96). Individuals with ADRD had increased skilled nursing facility admissions (relative ratio Q3 2020 vs. 2018-2019 1.60, 95% CI: 1.21-2.13). Telehealth usage in 2020 did not differ based on ADRD diagnosis.

Conclusions: Extended disruptions in routine care highlight opportunities to improve support for older adults with diabetes.

背景:尽管2020年卫生保健服务普遍中断,但几乎没有证据表明,面临不良后果风险最高的人群如何在全面的服务范围内获得服务。方法:在65岁及以上的主要低收入糖尿病患者中(n = 4187),我们测量了2018年至2020年医疗保险和医疗补助索赔数据中的医疗服务使用情况。分层分析包括阿尔茨海默病和相关痴呆患者(ADRD, n = 1025),使用医疗补助资助的家庭和社区服务的个体(HCBS, n = 264),以及长期养老院服务的个体(n = 365)。结果:与2018-2019年相比,调整后的季度评估和管理访问率在2020年第二季度下降了26%(95%置信区间[CI]: 23%-28%),在2020年第四季度仍下降了7% (95% CI: 4%-10%)。住院出院和急诊室就诊持续下降(2020年第四季度与2018-2019年的相对风险分别为0.87 [95% CI: 0.76-0.99]和0.77 [95% CI: 0.69-0.87])。2020年下半年,胰岛素填充率下降(2020年第四季度相对于2018-2019年的相对风险:0.87 [95% CI: 0.79-0.95]),而年度健康就诊率反弹(2020年第四季度相对于2018-2019年的相对风险:1.19 [95% CI: 1.06-1.34])。在大流行之前使用医疗补助资助的HCBS或长期养老院服务的个人在评估和管理访问方面大幅下降(2020年第四季度与2018-2019年的相对风险分别为0.80 [95% CI: 0.69-0.93]和0.63 [95% CI: 0.43-0.94])。养老院居民的胰岛素填充量也显著下降(2020年第四季度与2018-2019年的相对风险:0.73,95% CI: 0.55-0.96)。患有ADRD的个体在熟练护理机构就诊的人数增加(2020年第三季度与2018-2019年的相对比率为1.60,95% CI: 1.21-2.13)。2020年的远程医疗使用情况没有因ADRD诊断而有所不同。结论:常规护理中断的延长突出了改善老年糖尿病患者支持的机会。
{"title":"Diabetes, Dementia, and Disruptions in Health Care Use in 2020 for Low-Income Medicare Beneficiaries.","authors":"Avantika Saraf Shah, Hannah E Peterson, Rosette Chakkalakal, Stacie Dusetzina, Chanee Fabius, John Graves, Jennifer Kim, Michael Mumma, Loren Lipworth, David G Stevenson, Laura M Keohane","doi":"10.1097/JAC.0000000000000551","DOIUrl":"10.1097/JAC.0000000000000551","url":null,"abstract":"<p><strong>Background: </strong>Despite widespread interruptions to health care in 2020, little evidence demonstrates how populations at highest risk for poor outcomes fared across a comprehensive scope of services.</p><p><strong>Methods: </strong>Among a predominantly low-income population of individuals ages 65 and older with diabetes (n = 4,187), we measured health care service use in Medicare and Medicaid claims data from 2018 to 2020. Stratified analyses included individuals with Alzheimer disease and related dementias (ADRD, n = 1,025), individuals who used Medicaid-funded home- and community-based services (HCBS, n = 264), and long-term nursing home services (n = 365).</p><p><strong>Results: </strong>Relative to 2018-2019, adjusted quarterly rates of evaluation and management visits dropped by 26% (95% confidence interval [CI]: 23%-28%) in Q2 2020 and remained 7% lower (95% CI: 4%-10%) in Q4 2020. Persistent declines occurred for inpatient discharges and emergency room visits (relative risk Q4 2020 vs. 2018-2019: 0.87 [95% CI: 0.76-0.99] and 0.77 [95% CI: 0.69-0.87], respectively). Insulin fills declined in later 2020 (relative risk Q4 2020 vs. 2018-2019: 0.87 [95% CI: 0.79-0.95]) while annual wellness visits rebounded (relative risk Q4 2020 vs. 2018-2019: 1.19 [95% CI: 1.06-1.34]). Individuals who used Medicaid-funded HCBS or long-term nursing home services before the pandemic had large declines in evaluation and management visits (relative risk Q4 2020 vs. 2018-2019: 0.80 [95% CI: 0.69-0.93] and 0.63 [95% CI: 0.43-0.94], respectively). Nursing home residents also had notable declines in insulin fills (relative risk Q4 2020 vs. 2018-2019: 0.73, 95% CI: 0.55-0.96). Individuals with ADRD had increased skilled nursing facility admissions (relative ratio Q3 2020 vs. 2018-2019 1.60, 95% CI: 1.21-2.13). Telehealth usage in 2020 did not differ based on ADRD diagnosis.</p><p><strong>Conclusions: </strong>Extended disruptions in routine care highlight opportunities to improve support for older adults with diabetes.</p>","PeriodicalId":46654,"journal":{"name":"JOURNAL OF AMBULATORY CARE MANAGEMENT","volume":"49 2","pages":"E82-E95"},"PeriodicalIF":1.2,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12975019/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147436578","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
Association Between Regional Competition and Cancer Screening Rates at Federally Qualified Health Centers. 地区竞争与联邦合格医疗中心癌症筛查率之间的关系。
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-01 Epub Date: 2025-11-24 DOI: 10.1097/JAC.0000000000000546
Seongwon Choi, Aizhan Karabukayeva, Ganisher Davlyatov, William Opoku-Agyeman

Objective: The objective of this study was to estimate the association between an area's competition among Federally Qualified Health Centers (FQHCs) and cancer screening rates for cervical, breast, and colorectal cancers at an FQHC.

Methods: The study employed 2 secondary datasets between 2020 and 2022-the Health Resources and Services Administration's Uniform Data System and Unmet Need Score-to conduct a multivariable regression analysis on FQHCs' cervical, breast, and colorectal cancer screening rates in relation to the area's FQHC competition, measured as the Herfindahl-Hirschman Index, accounting for various FQHC-level and zip code-level control variables.

Results: The results indicated a significant negative association between the area's competition among FQHCs and cervical and colorectal cancer screening rates (Coef. = -.051, P < .01 and Coef. = -0.045, P < .01, respectively). There was no significant relationship found between breast cancer screening and the area's FQHC competition. Positive relationships were observed between screening rates, total cost per patient at an FQHC, and the number of FQHC patients.

Conclusions: The study highlights the complexities of FQHC competition, showing that while competition may be associated with service improvements in other health care contexts, its impact on preventive care delivery in the FQHC setting may be more nuanced. Enhancing outreach, care coordination, and addressing resource limitations are key for FQHCs to boost cancer screening rates and improve health outcomes for vulnerable populations. Future research should explore competition's nuanced role further and identify strategies to mitigate its potential adverse effects on care quality.

目的:本研究的目的是评估一个地区联邦合格医疗中心(FQHC)之间的竞争与FQHC的宫颈癌、乳腺癌和结直肠癌筛查率之间的关系。方法:采用2020 - 2022年卫生资源与服务管理局统一数据系统和未满足需求评分2个二级数据集,考虑各种FQHC级别和邮政编码级别的控制变量,以Herfindahl-Hirschman指数衡量FQHC的宫颈癌、乳腺癌和结直肠癌筛查率与地区FQHC竞争的关系,进行多变量回归分析。结果:区域内fqhc之间的竞争与宫颈癌和结直肠癌筛查率(Coef;= - 0.051, P < 0.01;= -0.045, P < 0.01)。没有发现乳腺癌筛查和该地区FQHC竞争之间的显著关系。筛查率、FQHC每位患者的总费用和FQHC患者数量之间存在正相关关系。结论:该研究强调了FQHC竞争的复杂性,表明虽然竞争可能与其他卫生保健环境中的服务改进有关,但其对FQHC环境中预防保健提供的影响可能更为微妙。加强外联、护理协调和解决资源限制是fqhc提高癌症筛查率和改善弱势群体健康结果的关键。未来的研究应进一步探讨竞争的微妙作用,并确定策略,以减轻其对护理质量的潜在不利影响。
{"title":"Association Between Regional Competition and Cancer Screening Rates at Federally Qualified Health Centers.","authors":"Seongwon Choi, Aizhan Karabukayeva, Ganisher Davlyatov, William Opoku-Agyeman","doi":"10.1097/JAC.0000000000000546","DOIUrl":"10.1097/JAC.0000000000000546","url":null,"abstract":"<p><strong>Objective: </strong>The objective of this study was to estimate the association between an area's competition among Federally Qualified Health Centers (FQHCs) and cancer screening rates for cervical, breast, and colorectal cancers at an FQHC.</p><p><strong>Methods: </strong>The study employed 2 secondary datasets between 2020 and 2022-the Health Resources and Services Administration's Uniform Data System and Unmet Need Score-to conduct a multivariable regression analysis on FQHCs' cervical, breast, and colorectal cancer screening rates in relation to the area's FQHC competition, measured as the Herfindahl-Hirschman Index, accounting for various FQHC-level and zip code-level control variables.</p><p><strong>Results: </strong>The results indicated a significant negative association between the area's competition among FQHCs and cervical and colorectal cancer screening rates (Coef. = -.051, P < .01 and Coef. = -0.045, P < .01, respectively). There was no significant relationship found between breast cancer screening and the area's FQHC competition. Positive relationships were observed between screening rates, total cost per patient at an FQHC, and the number of FQHC patients.</p><p><strong>Conclusions: </strong>The study highlights the complexities of FQHC competition, showing that while competition may be associated with service improvements in other health care contexts, its impact on preventive care delivery in the FQHC setting may be more nuanced. Enhancing outreach, care coordination, and addressing resource limitations are key for FQHCs to boost cancer screening rates and improve health outcomes for vulnerable populations. Future research should explore competition's nuanced role further and identify strategies to mitigate its potential adverse effects on care quality.</p>","PeriodicalId":46654,"journal":{"name":"JOURNAL OF AMBULATORY CARE MANAGEMENT","volume":"49 1","pages":"E40-E48"},"PeriodicalIF":1.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145655835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From the Editors. 来自编辑。
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-01 Epub Date: 2025-11-24 DOI: 10.1097/JAC.0000000000000548
Durrell J Fox, Megan B Cole Brahim, E Lee Rosenthal
{"title":"From the Editors.","authors":"Durrell J Fox, Megan B Cole Brahim, E Lee Rosenthal","doi":"10.1097/JAC.0000000000000548","DOIUrl":"https://doi.org/10.1097/JAC.0000000000000548","url":null,"abstract":"","PeriodicalId":46654,"journal":{"name":"JOURNAL OF AMBULATORY CARE MANAGEMENT","volume":"49 1","pages":"E1"},"PeriodicalIF":1.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145655823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lessons From One FQHC's Experience With Artificial Intelligence. 一家FQHC在人工智能方面的经验教训。
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-01 Epub Date: 2025-11-24 DOI: 10.1097/JAC.0000000000000541
Grace Wang, Sydney Kennedy, Meredith Johnson, Lisa Avellino

Objective: The rapid evolution of artificial intelligence (AI) presents opportunities and challenges for health systems, especially safety-net providers like Federally Qualified Health Centers (FQHCs). Safety-net systems may need help with structures and processes for assessing AI applications. To address this need, this article describes Moses-Weitzman Health System's (MWHS) initial steps toward establishing an AI program that defines intentional and informed AI use.

Approach: MWHS established two AI-focused workgroups: one of senior leaders and a cross-departmental group, providing a collaborative space for exploring potential applications, creating guidelines, and discussing concerns. With limited existing templates, MWHS crafted an AI policy emphasizing transparency, privacy, and security, outlining the criteria for implementing AI tools that interact with patient data and ensuring compliance with current regulations. Current AI-related projects focus on automating routine tasks, and research interests include evidence frameworks for making decisions about adopting AI tools and evaluating ambient listening technologies.

Findings: Lessons learned in building our AI program are that effective implementation requires tech-savvy leadership, cross-department collaboration, and cautious differentiation between general automation and generative AI. Challenges include the need for agile budgeting, careful vendor vetting, and safe testing environments to assess AI benefits and risks responsibly.

Conclusions and action steps: MWHS's AI program underscores a cautious but proactive approach to AI, aiming to balance innovation with operational and ethical considerations, and offers a model for other safety-net systems beginning their AI journeys.

目的:人工智能(AI)的快速发展为卫生系统带来了机遇和挑战,特别是像联邦合格卫生中心(fqhc)这样的安全网提供者。安全网系统在评估人工智能应用的结构和流程方面可能需要帮助。为了满足这一需求,本文描述了Moses-Weitzman卫生系统(MWHS)建立人工智能计划的初步步骤,该计划定义了有意和知情的人工智能使用。方法:MWHS建立了两个以人工智能为重点的工作组:一个是高级领导小组,另一个是跨部门小组,为探索潜在应用、制定指导方针和讨论问题提供协作空间。在现有模板有限的情况下,MWHS制定了一项人工智能政策,强调透明度、隐私性和安全性,概述了实施与患者数据交互的人工智能工具的标准,并确保遵守现行法规。目前与人工智能相关的项目侧重于自动化日常任务,研究兴趣包括采用人工智能工具和评估环境侦听技术的决策证据框架。研究结果:从构建人工智能项目中得到的经验教训是,有效实施需要精通技术的领导、跨部门合作,以及谨慎区分通用自动化和生成式人工智能。挑战包括需要灵活的预算、仔细的供应商审查和安全的测试环境,以负责任地评估人工智能的好处和风险。结论和行动步骤:MWHS的人工智能计划强调了一种谨慎但积极的人工智能方法,旨在平衡创新与运营和道德方面的考虑,并为其他安全网系统开始其人工智能之旅提供了一个模型。
{"title":"Lessons From One FQHC's Experience With Artificial Intelligence.","authors":"Grace Wang, Sydney Kennedy, Meredith Johnson, Lisa Avellino","doi":"10.1097/JAC.0000000000000541","DOIUrl":"10.1097/JAC.0000000000000541","url":null,"abstract":"<p><strong>Objective: </strong>The rapid evolution of artificial intelligence (AI) presents opportunities and challenges for health systems, especially safety-net providers like Federally Qualified Health Centers (FQHCs). Safety-net systems may need help with structures and processes for assessing AI applications. To address this need, this article describes Moses-Weitzman Health System's (MWHS) initial steps toward establishing an AI program that defines intentional and informed AI use.</p><p><strong>Approach: </strong>MWHS established two AI-focused workgroups: one of senior leaders and a cross-departmental group, providing a collaborative space for exploring potential applications, creating guidelines, and discussing concerns. With limited existing templates, MWHS crafted an AI policy emphasizing transparency, privacy, and security, outlining the criteria for implementing AI tools that interact with patient data and ensuring compliance with current regulations. Current AI-related projects focus on automating routine tasks, and research interests include evidence frameworks for making decisions about adopting AI tools and evaluating ambient listening technologies.</p><p><strong>Findings: </strong>Lessons learned in building our AI program are that effective implementation requires tech-savvy leadership, cross-department collaboration, and cautious differentiation between general automation and generative AI. Challenges include the need for agile budgeting, careful vendor vetting, and safe testing environments to assess AI benefits and risks responsibly.</p><p><strong>Conclusions and action steps: </strong>MWHS's AI program underscores a cautious but proactive approach to AI, aiming to balance innovation with operational and ethical considerations, and offers a model for other safety-net systems beginning their AI journeys.</p>","PeriodicalId":46654,"journal":{"name":"JOURNAL OF AMBULATORY CARE MANAGEMENT","volume":"49 1","pages":"E31-E38"},"PeriodicalIF":1.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145655796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Relationship of Medical Home Components With Health Care Utilization and Unmet Needs in Children and Youth With Special Health Care Needs. 特殊卫生保健需求儿童与青少年医疗保健利用及未满足需求的关系
IF 1.2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-01 Epub Date: 2025-11-24 DOI: 10.1097/JAC.0000000000000543
Suman Kanti Chowdhury, Jennifer Marshall, Beth Boone, Russell S Kirby

Background and objective: The medical home is a primary care model that offers comprehensive, uninterrupted, and family-centered care to children regardless of their special health care needs. Although the overall contribution of medical home is well-studied, the differential influence of its components on health care utilization and unmet needs, particularly for children and youth with special health care needs (CYSHCN) remains insufficiently understood. This study examined the medical home component(s) that can best predict emergency and preventive visits, and unmet needs in CYSHCN.

Methods: This study analyzed 2016-2022 National Survey of Children's Health data from 64 553 caregivers of CYSHCN aged 0-17 years using the Rao-Scott Chi-square test and multivariable logistic regression.

Results: Findings show that receiving care within an overall medical home was associated with lower odds of emergency visits [adjusted odds ratio (aOR): 0.77 (95% confidence interval: 0.70-0.84)] and unmet needs [aOR = 0.29 (0.24-0.34)], and higher odds of preventive dental visits [aOR = 1.40 (1.25-1.57)]. Having a usual source for sick care and receiving effective care coordination was associated with reduced odds of emergency visits (aOR = 0.74 [0.64-0.84] and aOR = 0.85 [0.77-0.95], respectively). Receiving family-centered care [aOR = 0.45 (0.38-0.54)], no problems getting needed referral [aOR = 0.58 (0.47-0.72)], and getting effective care coordination when needed [aOR = 0.32 (0.26-0.39)] were associated with lower odds of unmet needs. The odds of utilizing preventive medical and dental visits was higher with having a personal doctor or nurse [aOR = 1.42(1.12-1.80) and aOR = 1.41 (1.20-1.65), respectively] and receiving family-centered care [aOR = 1.59 (1.18-2.12) and aOR = 1.44 (1.22-1.71), respectively].

Conclusions: The study highlights the importance of considering the differential contribution of medical home components for reducing emergency visits, addressing unmet needs, and improving preventive care, providing insights to enhance health care delivery for CYSHCN.

背景和目的:医疗之家是一种初级保健模式,为儿童提供全面的、不间断的、以家庭为中心的护理,而不考虑他们的特殊卫生保健需求。尽管对医疗之家的总体贡献进行了充分的研究,但其组成部分对医疗保健利用和未满足需求的不同影响,特别是对有特殊医疗保健需求的儿童和青年(CYSHCN)的不同影响仍然没有得到充分的了解。本研究考察了家庭医疗成分(s),可以最好地预测急诊和预防性访问,并在CYSHCN未满足的需求。方法:本研究采用Rao-Scott卡方检验和多变量logistic回归分析2016-2022年全国儿童健康调查数据,调查对象为64 553名0-17岁的CYSHCN照顾者。结果:研究结果显示,在整体医疗之家接受护理与急诊就诊的几率较低[调整优势比(aOR): 0.77(95%可信区间:0.70-0.84)]和未满足需求的几率[aOR = 0.29(0.24-0.34)]相关,与预防性牙科就诊的几率较高[aOR = 1.40(1.25-1.57)]相关。拥有一个常见的疾病护理来源和接受有效的护理协调与急诊就诊的几率降低相关(aOR分别= 0.74[0.64-0.84]和aOR = 0.85[0.77-0.95])。接受以家庭为中心的护理[aOR = 0.45(0.38-0.54)]、获得所需转诊无问题[aOR = 0.58(0.47-0.72)]和在需要时获得有效的护理协调[aOR = 0.32(0.26-0.39)]与需求未得到满足的几率较低相关。拥有私人医生或护士[aOR = 1.42(1.12-1.80)和aOR = 1.41(1.20-1.65)]和接受以家庭为中心的护理[aOR = 1.59(1.18-2.12)和aOR = 1.44(1.22-1.71)],利用预防性医疗和牙科就诊的几率更高。结论:该研究强调了考虑医疗家庭组件在减少急诊就诊、解决未满足需求和改善预防保健方面的不同贡献的重要性,为加强CYSHCN的卫生保健提供了见解。
{"title":"Relationship of Medical Home Components With Health Care Utilization and Unmet Needs in Children and Youth With Special Health Care Needs.","authors":"Suman Kanti Chowdhury, Jennifer Marshall, Beth Boone, Russell S Kirby","doi":"10.1097/JAC.0000000000000543","DOIUrl":"10.1097/JAC.0000000000000543","url":null,"abstract":"<p><strong>Background and objective: </strong>The medical home is a primary care model that offers comprehensive, uninterrupted, and family-centered care to children regardless of their special health care needs. Although the overall contribution of medical home is well-studied, the differential influence of its components on health care utilization and unmet needs, particularly for children and youth with special health care needs (CYSHCN) remains insufficiently understood. This study examined the medical home component(s) that can best predict emergency and preventive visits, and unmet needs in CYSHCN.</p><p><strong>Methods: </strong>This study analyzed 2016-2022 National Survey of Children's Health data from 64 553 caregivers of CYSHCN aged 0-17 years using the Rao-Scott Chi-square test and multivariable logistic regression.</p><p><strong>Results: </strong>Findings show that receiving care within an overall medical home was associated with lower odds of emergency visits [adjusted odds ratio (aOR): 0.77 (95% confidence interval: 0.70-0.84)] and unmet needs [aOR = 0.29 (0.24-0.34)], and higher odds of preventive dental visits [aOR = 1.40 (1.25-1.57)]. Having a usual source for sick care and receiving effective care coordination was associated with reduced odds of emergency visits (aOR = 0.74 [0.64-0.84] and aOR = 0.85 [0.77-0.95], respectively). Receiving family-centered care [aOR = 0.45 (0.38-0.54)], no problems getting needed referral [aOR = 0.58 (0.47-0.72)], and getting effective care coordination when needed [aOR = 0.32 (0.26-0.39)] were associated with lower odds of unmet needs. The odds of utilizing preventive medical and dental visits was higher with having a personal doctor or nurse [aOR = 1.42(1.12-1.80) and aOR = 1.41 (1.20-1.65), respectively] and receiving family-centered care [aOR = 1.59 (1.18-2.12) and aOR = 1.44 (1.22-1.71), respectively].</p><p><strong>Conclusions: </strong>The study highlights the importance of considering the differential contribution of medical home components for reducing emergency visits, addressing unmet needs, and improving preventive care, providing insights to enhance health care delivery for CYSHCN.</p>","PeriodicalId":46654,"journal":{"name":"JOURNAL OF AMBULATORY CARE MANAGEMENT","volume":"49 1","pages":"E14-E30"},"PeriodicalIF":1.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145655900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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