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Initiating the Conversation: Prioritizing Women's Reproductive Health in Primary Care. 发起对话:在初级保健中优先考虑妇女生殖健康。
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-11 DOI: 10.1097/QMH.0000000000000509
Katherine H Endres, Grace Thapa, Cheryl Oetjen

Background: The United States continues to have the highest rates of maternal mortality and morbidity of all high-income countries. Added to this is the high rate of unintended pregnancy, making it clear that reproductive health services in this country are still deficient. National health care organizations recommend prioritizing reproductive health in primary care.

Methods: Using the knowledge-to-action framework, this quality improvement project applied evidence-based practice regarding preconception and contraceptive services to primary care. King's Goal Attainment Theory was used to disrupt the usual routine and create a culture promoting reproductive health conversations with patients. Staff received education on reproductive health in the primary care setting, leading to the development of a new process to screen for pregnancy intent. Providers were guided on the use of shared decision-making tools to discuss reproductive services and to provide preconception care and the full range of contraceptive methods.

Results: Over 40% of female patients seen received unexpected yet desired reproductive health services. Providers and staff reported that the implementation of the process was feasible and sustainable. A new culture emerged in which reproductive health inquiry became usual care.

Conclusions: Including reproductive health inquiry as part of the primary care visit was an easy intervention to implement that led to success in bridging the gap to reproductive health in primary care without placing undue burden on providers or staff.

背景:在所有高收入国家中,美国的产妇死亡率和发病率仍然是最高的。除此之外,意外怀孕率很高,这显然表明该国的生殖健康服务仍然不足。国家卫生保健组织建议在初级保健中优先考虑生殖健康。方法:采用知识到行动的框架,本质量改进项目在初级保健中应用了关于孕前和避孕服务的循证实践。King的目标实现理论被用来打破常规,创造一种促进与患者进行生殖健康对话的文化。工作人员在初级保健环境中接受了生殖健康教育,从而制定了一项筛查怀孕意图的新程序。指导提供者使用共同决策工具来讨论生殖服务并提供孕前护理和各种避孕方法。结果:40%以上的女性患者得到了意想不到但又希望得到的生殖健康服务。提供者和工作人员报告说,该进程的执行是可行和可持续的。出现了一种新的文化,在这种文化中,生殖健康调查成为日常护理。结论:将生殖健康询问作为初级保健访问的一部分是一种易于实施的干预措施,可以成功地弥合初级保健与生殖健康之间的差距,而不会给提供者或工作人员带来不应有的负担。
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引用次数: 0
Evaluation of Soft and Hard Total Quality Management at Shahroud University of Medical Sciences. 沙赫鲁德医科大学软、硬全面质量管理评价
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-04 DOI: 10.1097/QMH.0000000000000499
Mohammad Amiri, Zahra Mehmannavaz Mikal, Hasan Bagheri, Elham Sadeghi, Ahmad Khosravi

Background and objectives: This research aims to examine the current level of soft and hard Total Quality Management (TQM) at Shahroud University of Medical Sciences and explore the factors contributing to its success.

Methods: The present cross-sectional study included 462 university managers and employees selected by stratified random sampling method in 2022. The participants were asked to answer TQM, soft TQM, and hard TQM questionnaires. The data were analyzed using ANOVA and chi-square tests, Pearson's correlation coefficient, and structural equation modeling.

Results: Managers made up 73 of the participants (15.8%). The average score for TQM was 143.02 ± 11.56, soft TQM 52.47 ± 9.35, and hard TQM 36.49 ± 9.54. There was no statistically significant variation in the mean score of hard TQM, soft TQM, and TQM based on gender or course completion. There was a strong and positive link between the scores of soft TQM, hard TQM, and TQM. Leadership commitment, employee suggestion systems, problem-solving groups, information quality, and preventive maintenance were strongly associated with quality management in the structural equation model.

Conclusion: Given the university's average level of TQM implementation, it appears that steps should be taken to improve the evaluation process and provide feedback to employees. Steps should also be taken toward improving the commitment of senior management to implementing and enhancing the system of employee suggestions, establishing problem-solving groups, and training job duties. TQM can assist employees and increase the quality of the information to improve the university's rank in quality management.

背景与目的:本研究旨在考察shahoud医科大学软、硬全面质量管理(TQM)的现状,并探讨其成功的因素。方法:采用分层随机抽样方法,于2022年对462名高校管理人员和职工进行横断面研究。参与者被要求回答TQM、软TQM和硬TQM问卷。采用方差分析、卡方检验、Pearson相关系数和结构方程模型对数据进行分析。结果:管理人员占73人(15.8%)。TQM评分平均为143.02±11.56分,软TQM评分平均为52.47±9.35分,硬TQM评分平均为36.49±9.54分。硬TQM、软TQM和TQM的平均得分在性别和课程完成程度上无统计学差异。软TQM、硬TQM和TQM的得分之间有很强的正相关。在结构方程模型中,领导承诺、员工建议系统、问题解决小组、信息质量和预防性维护与质量管理密切相关。结论:鉴于该大学TQM实施的平均水平,似乎应该采取措施改进评估过程并向员工提供反馈。还应采取措施,提高高级管理人员对实施和加强员工建议制度、建立问题解决小组和培训工作职责的承诺。TQM可以帮助员工,提高信息质量,提高学校在质量管理中的排名。
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引用次数: 0
Clinical Efficacy of a Family-Centered Nursing Model on Emotional Behavior and Quality of Life in Children With Acute Otitis Media. 以家庭为中心的护理模式对急性中耳炎患儿情绪行为及生活质量的影响
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-04 DOI: 10.1097/QMH.0000000000000511
Lifen Yang, Ying Wang, Yu Fang, Chao Lin, Xiahong Hu

Objective: To explore the effect of a family-centered care (FCC) model on clinical efficacy, quality of life, and the emotional behavior of children with acute otitis media (AOM) in an otolaryngology clinic.

Methods: Data were collected from a hospital otolaryngology clinic in relation to 112 cases of children with AOM who met the inclusion criteria. These cases were randomly divided into 2 groups of 62 patients each. The control group was given routine nursing for AOM, whereas the intervention group was provided with FCC nursing. The general data, periosteal congestion and ear pain scores, effective rate, and treatment time for the 2 groups of children and their caregivers were compared. The children's quality of life and strengths and difficulties scale as well as the caregivers' nursing skills scores before and after the intervention were compared between the groups.

Results: The general data from the 2 groups of children and caregivers were comparable. After the intervention, the scores for tympanic membrane congestion and ear pain in the intervention group were significantly lower than those of the control group. Moreover, the intervention group's effective rate was higher, and the treatment time shorter than those of the control group (P < .05). The intervention group's scores on quality of life, emotional symptoms, hyperactivity and attention deficit behavior, and conduct and peer interaction problems were higher than those of the control group (P < .05). The intervention group caregivers' scores for nasal and ear drip methods and bed shampoo skills were higher than those of the control group after the intervention.

Conclusions: The application of the FCC model in the nursing management of children with AOM can effectively shorten treatment time and improve clinical efficacy, mood and behavior, and the level of caregivers' nursing skills.

目的:探讨以家庭为中心的护理模式对耳鼻喉科急性中耳炎(AOM)患儿临床疗效、生活质量及情绪行为的影响。方法:收集某医院耳鼻喉科门诊112例符合纳入标准的急性中耳炎患儿的资料。随机分为两组,每组62例。对照组给予AOM常规护理,干预组给予FCC护理。比较两组患儿及护理人员的一般资料、骨膜充血及耳痛评分、有效率及治疗时间。比较干预前后儿童生活质量、优势与困难量表及护理人员护理技能得分。结果:两组患儿及护理人员的一般资料具有可比性。干预后,干预组患者的鼓膜充血和耳痛评分均显著低于对照组。干预组有效率高于对照组,治疗时间短于对照组(P)。结论:FCC模型在AOM患儿护理管理中的应用,可有效缩短治疗时间,改善临床疗效、情绪行为及护理人员的护理技能水平。
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引用次数: 0
COVID-19's Effect on Practice Quality Improvement and Transformation Activities: Practice Survey Results. COVID-19 对实践质量改进和转型活动的影响:实践调查结果。
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-01 Epub Date: 2024-10-23 DOI: 10.1097/QMH.0000000000000472
Suzanne Felt-Lisk, Jesse Chandler, Angela Merrill, Shawan Johnson, Damian Everhart, Robert Flemming

Background and objectives: The Transforming Clinical Practices Initiative (TCPI) was a 4-year, large-scale, collaborative, peer-based learning initiative for physician practices of all specialties with broad goals to improve the quality of patient care, spend health care dollars more wisely, and assist practices in being ready to succeed under value-based payment (VBP). We investigated whether the COVID-19 pandemic had erased or diminished practice transformation progress made during the TCPI program period, through a follow-up survey of participating practices fielded in October 2021.

Methods: In October 2021 to April 2022, we surveyed a probability sample of 2207 primary care and specialty practices that participated in the TCPI, receiving 610 responses. We asked about practice characteristics, financial and ownership stability, clinical performance, and quality improvement efforts, both now and prior to COVID-19. The COVID-19 content was part of a larger survey. Responses were weighted to account for sample selection, unknown eligibility status, and nonresponse. We generated weighted univariate descriptive statistics representative of practices with clinicians enrolled in TCPI. These estimated percentages have a 95% confidence interval of about ±5%. Multivariate analysis of unweighted data examined associations between practice characteristics and other variables of interest.

Results: For all but one of 13 practice transformation activities engaged in prior to the COVID-19 public health emergency, a majority of practices (at least 52%) reported that the progress on these activities were either not hurt or were helped by their COVID-19 experience. Compared to January 2020, only about 7% of practices reported that their quality of care or clinical performance was worse due to COVID-19, and 32% reported that their quality of care was better. More rural than urban practices reported that half or more of their transformation activities were hurt by COVID-19 (29% and 14%, respectively). Physician-owned practices were more likely to report quality is better today than prior to COVID-19 relative to practices with other ownership types such as hospitals or health systems (43% vs 24%).

Conclusions: Most practices have been able to recover from the deep stress of the COVID-19 pandemic and continue their efforts to improve patient care and performance to succeed under VBP. These results suggest a high perceived return on investment in value-readiness support along with emergency financial support in times of crisis, as well as room to continue preparation for any future pandemic and the national movement toward increased VBP, especially in rural settings.

背景和目标:临床实践转型计划(TCPI)是一项为期 4 年、大规模、协作式、基于同行的学习计划,面向所有专科的医生实践,其广泛目标是提高患者护理质量、更明智地使用医疗费用,并协助实践为在基于价值的支付(VBP)中取得成功做好准备。我们于 2021 年 10 月对参与项目的医疗机构进行了跟踪调查,以了解 COVID-19 大流行是否抹杀或削弱了 TCPI 项目期间取得的实践转型进展:2021 年 10 月至 2022 年 4 月,我们对参与 TCPI 的 2207 家初级保健和专科诊所进行了概率抽样调查,共收到 610 份回复。我们询问了目前和 COVID-19 之前的医疗机构特征、财务和所有权稳定性、临床绩效和质量改进工作。COVID-19 的内容是更大规模调查的一部分。我们对回答进行了加权处理,以考虑到样本选择、未知资格状态和无回复等因素。我们生成了加权单变量描述性统计数据,这些数据代表了临床医生加入 TCPI 的实践情况。这些估计百分比的 95% 置信区间约为±5%。对未加权数据的多变量分析检验了实践特征与其他相关变量之间的关联:在 COVID-19 公共卫生突发事件之前开展的 13 项实践转型活动中,除一项活动外,大多数实践活动(至少 52%)都报告说,COVID-19 的经验要么没有影响这些活动的进展,要么对这些活动有所帮助。与 2020 年 1 月相比,只有约 7% 的医疗机构表示 COVID-19 导致其医疗质量或临床表现下降,32% 的医疗机构表示其医疗质量有所提高。与城市医疗机构相比,更多的农村医疗机构表示其一半或更多的转型活动受到了 COVID-19 的影响(分别为 29% 和 14%)。与医院或医疗系统等其他所有制类型的医疗机构相比(43% 对 24%),医生所有的医疗机构更有可能报告目前的医疗质量优于 COVID-19 之前:大多数医疗机构都能从 COVID-19 的巨大压力中恢复过来,并继续努力改善患者护理和绩效,从而在 VBP 下取得成功。这些结果表明,对价值准备支持的投资回报率很高,同时在危机时期还能获得紧急财政支持,并有余力继续为未来的大流行和全国性的 VBP 提升运动做好准备,尤其是在农村地区。
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引用次数: 0
Information Overload-Do We Read All the Posters Displayed Across the Walls on Hospital Wards? 信息超载--我们读过医院病房墙上张贴的所有海报吗?
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-01 Epub Date: 2024-08-12 DOI: 10.1097/QMH.0000000000000467
Amunpreet Sahota, Pramudi Wijayasiri, Htet Than, Mohsin Munir, Opinder Sahota

Background and objectives: To establish whether posters displayed across the walls on hospital wards are read, what information is important, and how the information should be received.

Methods: Sixty-eight staff and 32 patients' relatives were interviewed across 3 older people's medical wards followed by 20 follow-up secondary questionnaires postintervention.

Results: Only 23% of those interviewed were able to recall any of the posters displayed, and of those, 34% did not find the information useful. Those interviewed were enthusiastic about utilizing alternative media. A quarter felt the walls across the hospitals wards should be for artwork. Among patients' relatives interviewed, common information requests were "the discharge pathway," "delirium," and "falls." Based on the initial findings, a targeted information board was installed and a mural was painted across the wall in one of the wards. Further post-intervention interviews with patients' relatives showed that the board was well received, but further unmet information needs were uncovered. Despite the new mural, 45% called for more paintings.

Conclusions: Most people ignore the posters displayed across the walls of hospital wards, and unmet information needs are rife. An appetite exists for alternative media. Paintings were earnestly called for, highlighting how a comforting environment could be part of the holistic care we offer patients in hospital.

背景和目的:确定医院病房墙壁上张贴的海报是否被阅读、哪些信息是重要的以及应该如何接收信息:确定医院病房墙壁上张贴的海报是否有人阅读,哪些信息是重要的,以及应该如何接受这些信息:方法:对 3 个老年人医疗病房的 68 名工作人员和 32 名病人亲属进行了访谈,并在干预后进行了 20 次后续二次问卷调查:结果:只有 23% 的受访者能够回忆起展示过的任何海报,其中 34% 的受访者认为这些信息并无用处。受访者热衷于使用替代媒体。四分之一的受访者认为,医院病房的墙壁上应该挂上艺术品。在受访的病人亲属中,常见的信息要求是 "出院途径"、"谵妄 "和 "跌倒"。根据初步调查结果,医院在其中一间病房的墙壁上安装了一个有针对性的信息板,并绘制了一幅壁画。干预后对患者亲属的进一步访谈显示,宣传板受到了好评,但也发现了更多未满足的信息需求。尽管有了新的壁画,但仍有 45% 的人要求绘制更多的壁画:结论:大多数人对医院病房墙壁上张贴的海报视而不见,未得到满足的信息需求比比皆是。对替代媒体的需求是存在的。人们强烈呼吁绘画,强调舒适的环境可以成为我们为住院病人提供的整体护理的一部分。
{"title":"Information Overload-Do We Read All the Posters Displayed Across the Walls on Hospital Wards?","authors":"Amunpreet Sahota, Pramudi Wijayasiri, Htet Than, Mohsin Munir, Opinder Sahota","doi":"10.1097/QMH.0000000000000467","DOIUrl":"10.1097/QMH.0000000000000467","url":null,"abstract":"<p><strong>Background and objectives: </strong>To establish whether posters displayed across the walls on hospital wards are read, what information is important, and how the information should be received.</p><p><strong>Methods: </strong>Sixty-eight staff and 32 patients' relatives were interviewed across 3 older people's medical wards followed by 20 follow-up secondary questionnaires postintervention.</p><p><strong>Results: </strong>Only 23% of those interviewed were able to recall any of the posters displayed, and of those, 34% did not find the information useful. Those interviewed were enthusiastic about utilizing alternative media. A quarter felt the walls across the hospitals wards should be for artwork. Among patients' relatives interviewed, common information requests were \"the discharge pathway,\" \"delirium,\" and \"falls.\" Based on the initial findings, a targeted information board was installed and a mural was painted across the wall in one of the wards. Further post-intervention interviews with patients' relatives showed that the board was well received, but further unmet information needs were uncovered. Despite the new mural, 45% called for more paintings.</p><p><strong>Conclusions: </strong>Most people ignore the posters displayed across the walls of hospital wards, and unmet information needs are rife. An appetite exists for alternative media. Paintings were earnestly called for, highlighting how a comforting environment could be part of the holistic care we offer patients in hospital.</p>","PeriodicalId":20986,"journal":{"name":"Quality Management in Health Care","volume":" ","pages":"105-111"},"PeriodicalIF":1.2,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141988716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Human-Technology Continuum. 人与技术的连续性。
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-01 Epub Date: 2024-08-14 DOI: 10.1097/QMH.0000000000000490
Gordon C Shen, Deborah M Mullen, Matthew J DePuccio, Michaela Kerrissey

Background and objectives: Managers in health care today face an array of digital technologies that assist or augment certain human tasks. But these technologies are often fraught and present challenges to managers, whose competencies must evolve to keep pace with technological advancements.

Methods: Drawing on theory about technology, work, and organizations, we present a human-technology continuum to facilitate this discussion for managers. Furthermore, we illustrate how managerial competencies are linked to the entire human-technology continuum, rather than to specific technologies, using diabetes management examples.

Results: The human-technology continuum indicates that augmentative technologies are layered onto assistive ones in health care settings. This suggests that technological advancements not only enhance but alter managerial competencies.

Conclusions: Digital technology stretches the boundaries of managers' day-to-day work in health care. Therefore, we make the following suggestions so the managers can be responsive to ongoing digital transformations: restructuring work, training the workforce, neutralizing threats, establishing ethical boundaries, and building partnerships.

背景和目标:如今,医疗保健领域的管理人员面临着一系列数字技术,这些技术可以辅助或增强某些人类任务。但这些技术往往充满挑战,给管理人员带来了挑战,他们的能力必须与时俱进,跟上技术进步的步伐:方法:借鉴有关技术、工作和组织的理论,我们提出了一个人类-技术连续体,以方便管理人员进行这方面的讨论。此外,我们还以糖尿病管理为例,说明管理能力是如何与整个人类-技术连续体而非特定技术相联系的:结果:人类-技术连续体表明,在医疗保健环境中,辅助技术与增强技术是分层的。这表明,技术进步不仅增强了管理能力,而且改变了管理能力:结论:数字技术拓展了医疗管理人员日常工作的边界。因此,我们提出以下建议,以便管理者能够应对正在进行的数字化转型:调整工作结构、培训员工队伍、消除威胁、建立道德界限以及建立合作伙伴关系。
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引用次数: 0
EHR-Based Risk Prediction for Kidney Cancer. 基于ehr的肾癌风险预测。
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-01 Epub Date: 2025-03-21 DOI: 10.1097/QMH.0000000000000526
Kyung Hee Lee, Farrokh Alemi, Xia Wang

Background and objectives: The U.S. Preventive Services Task Force (USPSTF) does not currently recommend routine screening for kidney cancer, even though approximately 14 390 people are expected to die from this disease in the United States in 2024. Individualized risk-based kidney cancer screening offers the potential to effectively detect cancer at an early stage and avoid unnecessarily screening the rest of the population who are at low risk. This study proposes electronic health records (EHR) risk evaluation for kidney cancer by examining a comprehensive set of medical history including diagnoses, comorbidities, viruses, and rare diseases.

Methods: The relevant medical history for predicting kidney cancer occurrence was identified from the analysis of All of Us data in three steps. First, a Systematized Nomenclature of Medicine (SNOMED) code binary indicator variable in EHR was set for the presence of kidney cancer. Second, the relationship between this binary indicator of cancer and all prior health conditions was examined using the Strong Rule for Feature Elimination and Least Absolute Shrinkage and Selection Operator logistic regression methods of variable selection. Third, the accuracy of the model was reported using cross-validated McFadden's R2 and Area under the Receiver Operating Characteristic curve (AROC) values.

Results: The analysis identified 133 out of an initial set of 25 683 clinical diagnoses (represented by SNOMED codes) that were predictive of kidney cancer. The model achieved a cross-validated McFadden's R2 of 0.195 and an AROC of 0.799. Most of the identified codes are consistent with the known risk factors for kidney cancer.

Conclusions: It is possible to accurately predict the risk of kidney cancer from medical history using this method. Additional studies to establish high-dimensional predictive risk factors are needed to see if EHR personalized risk prediction can lead to cost-effective cancer screening and eventually better clinical outcomes.

背景和目的:美国预防服务工作组(USPSTF)目前不建议对肾癌进行常规筛查,尽管预计到2024年美国将有大约14390人死于肾癌。个体化的基于风险的肾癌筛查提供了在早期有效发现癌症的潜力,并避免了对其他低风险人群进行不必要的筛查。本研究通过检查包括诊断、合并症、病毒和罕见疾病在内的一套全面的病史,提出了肾癌电子健康记录(EHR)风险评估。方法:通过对All of Us数据的分析,分三步确定预测肾癌发生的相关病史。首先,在EHR中设置了一个系统化医学命名法(SNOMED)代码二进制指标变量,用于肾癌的存在。其次,使用特征消除强规则、最小绝对收缩和变量选择算子逻辑回归方法检验了癌症二元指标与所有既往健康状况之间的关系。第三,采用交叉验证的麦克法登R2和受试者工作特征曲线下面积(Area under the Receiver Operating Characteristic curve, AROC)值报告模型的准确性。结果:该分析从最初的25683例临床诊断(由SNOMED代码表示)中确定了133例可预测肾癌。交叉验证的McFadden’s R2为0.195,AROC为0.799。大多数已识别的代码与已知的肾癌危险因素一致。结论:该方法可从病史中准确预测肾癌的发生风险。需要进一步的研究来建立高维预测风险因素,以确定电子病历个性化风险预测是否能够带来具有成本效益的癌症筛查,并最终获得更好的临床结果。
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引用次数: 0
Improving Linkages Between Sexual and Reproductive Health and Substance Use Providers: The Partnership to Advance Integrated Referrals. 改善性健康和生殖健康与药物使用提供者之间的联系:促进综合转介的伙伴关系。
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-01 Epub Date: 2024-08-14 DOI: 10.1097/QMH.0000000000000469
Sonya Dublin, Dayana Bermudez, Christina Ortiz, Natalie Tobier, Joslyn Levy, Leah Hargarten

Background and objectives: Women of reproductive age with substance use (SU) disorders have lower rates of contraceptive use and higher rates of unintended pregnancy than women without SU disorders and are less likely to access treatment than men. Integration of SU and sexual and reproductive health (SRH) services, using a model known as Screening, Brief Intervention, and Referral to Treatment (SBIRT), has been proven effective in reducing SU and improving health care equity. The SBIRT model includes screening, brief intervention (a short client-centered conversation providing an opportunity to identify/discuss concerns), and referral to treatment. The purpose of this study was to test whether an established quality improvement (QI) learning collaborative model could be used to support SU and SRH sites in implementing an SBIRT/SBIRT-like model to improve health outcomes for women. Five SRH sites and 4 SU sites across New York State participated in the Partnership to Advance Integrated Referrals (PAIR), an 18-month QI learning collaborative designed and implemented by Public Health Solutions.

Methods: Six standardized mixed-methods data collection tools were used over 18 months to gather process and outcome data from over 130 QI team members and site staff and over 5000 clients.

Results: By the end of PAIR, QI team members and site staff showed a reduction in bias, increased knowledge and comfort, increased rating of organizational practices related to client-centered care, and increased access to peer learning, information about best practices, and training and technical assistance. SU sites increased SRH screening from 47.9% in the first quarter of data collection to 67.4% in the final quarter and increased brief interventions from 92.5% in the first quarter to 100.0% in the final quarter. Similarly, SRH sites increased SU screening from 51.6% to 75.6% and increased brief interventions from 81.3% to 85.1%. The processes and outcomes were very different for the SU and SRH sites, and their varying successes and challenges are discussed. Making and verifying referrals remained challenging.

Conclusions: The results of PAIR demonstrated the feasibility of SU and SRH sites implementing an SBIRT/SBIRT-like model when supported by a QI learning collaborative. Larger community and organizational challenges (COVID-19, staff turnover) still present barriers to improved reproductive health and SU outcomes for women.

背景和目标:与没有药物使用(SU)障碍的女性相比,患有药物使用(SU)障碍的育龄女性的避孕药具使用率较低,意外怀孕率较高,而且与男性相比,她们接受治疗的可能性较低。事实证明,采用筛查、简单干预和转介治疗(SBIRT)模式,将药物滥用与性健康和生殖健康(SRH)服务结合起来,可以有效减少药物滥用并提高医疗保健的公平性。SBIRT 模式包括筛查、简短干预(以客户为中心的简短谈话,提供一个发现/讨论问题的机会)和转介治疗。本研究的目的是检验是否可以利用已建立的质量改进(QI)学习合作模式来支持 SU 和 SRH 机构实施 SBIRT/SBIRT 类模式,以改善妇女的健康状况。纽约州的 5 个 SRH 机构和 4 个 SU 机构参加了 "推进综合转诊合作计划"(PAIR),这是一个由公共卫生解决方案公司设计和实施的为期 18 个月的 QI 学习合作计划:方法:在 18 个月内使用了六种标准化的混合方法数据收集工具,从 130 多名 QI 小组成员和站点工作人员以及 5000 多名客户那里收集过程和结果数据:结果:在 PAIR 结束时,QI 小组成员和医疗点工作人员的偏见减少了,知识和舒适度提高了,对与以客户为中心的护理相关的组织实践的评价提高了,获得同伴学习、最佳实践信息以及培训和技术援助的机会增加了。性健康和生殖健康(SRH)筛查率从数据收集第一季度的 47.9%提高到最后一季度的 67.4%,简短干预率从第一季度的 92.5%提高到最后一季度的 100.0%。同样,性健康和生殖健康医疗点将 SU 筛查从 51.6%提高到 75.6%,将简短干预从 81.3%提高到 85.1%。SU 和 SRH 项目点的过程和结果截然不同,我们将讨论它们不同的成功经验和挑战。结论:PAIR 的结果表明,PAIR 项目的成功与否,直接关系到该项目能否成功实施:PAIR 的结果表明,在 QI 学习合作的支持下,SU 和 SRH 机构实施 SBIRT/SBIRT 类模式是可行的。较大的社区和组织挑战(COVID-19、人员流动)仍是改善妇女生殖健康和 SU 成果的障碍。
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引用次数: 0
USPSTF Dismisses Predictive Medicine and Data Science. USPSTF解散预测医学和数据科学。
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-01 Epub Date: 2025-03-31 DOI: 10.1097/QMH.0000000000000528
Farrokh Alemi, Kyung Hee Lee
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引用次数: 0
Predicting Risk of Malignant CNS Tumors From Medical History Events. 从病史事件预测中枢神经系统恶性肿瘤的风险
IF 1.2 4区 医学 Q4 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-04-01 Epub Date: 2025-03-18 DOI: 10.1097/QMH.0000000000000497
Aaron J Hill

Background and objectives: Malignant brain and other central nervous system tumors (MBT) are the second leading cause of cancer death among males aged 39 years and younger, and the leading cause of cancer death among males and females younger than 20. There are few widely accepted predictors and a lack of United States Preventive Services Taskforce recommendations for MBT. This study examined how medical history could be used to assess the risk of MBT.

Methods: Using over 400,000 patients' medical histories, including nearly 1,800 with MBT, Logistic Least Absolute Shrinkage and Selection Operator (LASSO) regression was used to predict MBT. More than 25,000 diagnoses were grouped into 16 body systems, plus pairwise and triple combinations, as well as indicators for missing values. Data were split into 80/20 training and validation sets with fit and accuracy assessed using McFadden's R2 and the area under the receiver operating characteristic curve (AUC).

Results: Diagnoses of the endocrine, nervous, and lymphatic systems consistently showed greater than three times more association with MBT. The best performing model at an AUC of 0.83 consisted of 14 body system diagnosis groups and pairwise interactions among groups, in addition to demographic, social determinant of health, death, and six missing diagnosis grouping indicators.

Conclusions: This study demonstrated how large data models can predict MBT in patients using EHR data. With the lack of preventive screening guidelines and known risk factors associated with MBT, predictive models provide a universal, non-invasive, and inexpensive method of identifying at-risk patients.

背景和目的:恶性脑和其他中枢神经系统肿瘤(MBT)是39岁及以下男性癌症死亡的第二大原因,也是20岁以下男性和女性癌症死亡的主要原因。很少有被广泛接受的预测因素,并且缺乏美国预防服务工作组对MBT的建议。本研究探讨了如何利用病史来评估MBT的风险。方法:采用Logistic最小绝对收缩和选择算子(LASSO)回归预测40多万例患者的病史,其中近1800例患者患有MBT。超过25,000个诊断结果被分为16个身体系统,加上成对和三重组合,以及缺失值的指标。将数据分成80/20个训练集和验证集,使用麦克法登R2和受试者工作特征曲线下面积(AUC)评估拟合和准确性。结果:内分泌、神经和淋巴系统的诊断一致显示与MBT的相关性大于3倍。除人口统计学、健康、死亡的社会决定因素和6个缺失诊断组指标外,AUC为0.83的最佳模型包括14个身体系统诊断组和组间的两两相互作用。结论:本研究证明了大数据模型如何利用电子病历数据预测患者的MBT。由于缺乏预防性筛查指南和已知的与MBT相关的危险因素,预测模型提供了一种通用的、非侵入性的、廉价的识别高危患者的方法。
{"title":"Predicting Risk of Malignant CNS Tumors From Medical History Events.","authors":"Aaron J Hill","doi":"10.1097/QMH.0000000000000497","DOIUrl":"10.1097/QMH.0000000000000497","url":null,"abstract":"<p><strong>Background and objectives: </strong>Malignant brain and other central nervous system tumors (MBT) are the second leading cause of cancer death among males aged 39 years and younger, and the leading cause of cancer death among males and females younger than 20. There are few widely accepted predictors and a lack of United States Preventive Services Taskforce recommendations for MBT. This study examined how medical history could be used to assess the risk of MBT.</p><p><strong>Methods: </strong>Using over 400,000 patients' medical histories, including nearly 1,800 with MBT, Logistic Least Absolute Shrinkage and Selection Operator (LASSO) regression was used to predict MBT. More than 25,000 diagnoses were grouped into 16 body systems, plus pairwise and triple combinations, as well as indicators for missing values. Data were split into 80/20 training and validation sets with fit and accuracy assessed using McFadden's R2 and the area under the receiver operating characteristic curve (AUC).</p><p><strong>Results: </strong>Diagnoses of the endocrine, nervous, and lymphatic systems consistently showed greater than three times more association with MBT. The best performing model at an AUC of 0.83 consisted of 14 body system diagnosis groups and pairwise interactions among groups, in addition to demographic, social determinant of health, death, and six missing diagnosis grouping indicators.</p><p><strong>Conclusions: </strong>This study demonstrated how large data models can predict MBT in patients using EHR data. With the lack of preventive screening guidelines and known risk factors associated with MBT, predictive models provide a universal, non-invasive, and inexpensive method of identifying at-risk patients.</p>","PeriodicalId":20986,"journal":{"name":"Quality Management in Health Care","volume":" ","pages":"149-155"},"PeriodicalIF":1.2,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143658299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Quality Management in Health Care
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