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Helicobacter Pylori Infection Among Patients Attending Bule Hora University Teaching Hospital, Ethiopia: Five-Year Trends. 埃塞俄比亚布勒霍拉大学教学医院就诊患者的幽门螺杆菌感染情况:五年趋势。
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-21 eCollection Date: 2024-01-01 DOI: 10.1177/23333928241253684
Girma Ashenafi, Alqeer Aliyo, Dangamyelew Tilahun, Tibeso Gemechu, Wako Dedecha, Oliyad Husen, Biruk Sisay

Background: Around half of the world's population is infected with Helicobacter pylori (H. pylori), according to data from a recent systematic review. H. pylori infection is extremely common around the world. It is the most prevalent disease in Ethiopia and contributes to both morbidity and mortality. Patients with gastritis, peptic ulcers, and stomach cancer have been reported to harbor H. pylori.

Objective: The aim of this study was to determine the trends of Helicobacter Pylori infection among patients attending the Bule Hora University Teaching Hospital from 2018-2022, Bule Hora, Ethiopia.

Method: A hospital-based retrospective study design was conducted to recruit 314 sampled data from the logbook, which were five-year data (2018-2022) from the Bule Hora University Teaching Hospitals. Data were extracted using structured checklists. The sample size was calculated using the single-population proportion formula. Study participants were selected using a systematic random sampling technique. Data were entered in EpiData 4.6 and exported to SPSS Version 26 for analysis.

Results: Approximately 314 complete data from selected participants were collected and evaluated for the present study. The mean age was 29.01 (SD ± 4.93). Most of the respondents (39.2%) were in the age group of 21 to 30 years. The general prevalence of H. pylori observed in this study is 28% (95% confidence interval [CI], 23-32.9). The prevalence was higher in women (71.6%) than in men (28.4%). In terms of age category, those over 60 years of age were observed with the highest positiveness for H. pylori with 38.1% and the trend of H. pylori prevalence fluctuated from 2018 to 2022.

Conclusion: In total, 28% of the study participants had H. pylori, but there was variation in the prevalence of H. pylori infection between 2018 and 2022. Compared to other age groups, the 60-year-old age group had a higher prevalence of H. pylori and this prevalence continued to increase annually. The concerned parties must be interested in raising awareness and establishing criteria for the eradication of these bacteria.

背景:根据最近一项系统综述的数据,全球约有一半人口感染了幽门螺旋杆菌(H. pylori)。幽门螺杆菌感染在全球极为常见。在埃塞俄比亚,幽门螺杆菌感染是发病率和死亡率最高的疾病。据报道,胃炎、消化性溃疡和胃癌患者体内都有幽门螺杆菌:本研究旨在确定埃塞俄比亚布勒霍拉市布勒霍拉大学教学医院 2018-2022 年就诊患者中幽门螺杆菌感染的趋势:采用以医院为基础的回顾性研究设计,从日志中收集了314份抽样数据,这些数据来自布勒霍拉大学教学医院的五年数据(2018-2022年)。数据采用结构化核对表提取。样本量采用单一人口比例公式计算。研究参与者采用系统随机抽样技术选出。数据输入 EpiData 4.6,并导出到 SPSS 26 版进行分析:本研究共收集并评估了约 314 名被选参与者的完整数据。平均年龄为 29.01 岁(标准差 ± 4.93)。大多数受访者(39.2%)的年龄在 21 至 30 岁之间。本研究中观察到的幽门螺杆菌普遍感染率为 28%(95% 置信区间 [CI],23-32.9)。女性的发病率(71.6%)高于男性(28.4%)。从年龄类别来看,60 岁以上人群的幽门螺杆菌阳性率最高,为 38.1%,幽门螺杆菌感染率从 2018 年到 2022 年呈波动趋势:总共有 28% 的研究参与者感染了幽门螺杆菌,但在 2018 年至 2022 年期间,幽门螺杆菌感染率存在变化。与其他年龄组相比,60 岁年龄组的幽门螺杆菌感染率较高,且该感染率呈逐年上升趋势。有关方面必须有意识地提高人们的认识,并制定根除这些细菌的标准。
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引用次数: 0
Self-scheduling Medical Visits in a Multispecialty, Multisite Medical Practice: Complexity, Challenges, and Successes. 多专科、多地点医疗实践中的就诊自主排期:复杂性、挑战和成功。
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-08 eCollection Date: 2024-01-01 DOI: 10.1177/23333928241253126
Frederick North, Rebecca Buss, Elissa M Nelson, Matthew C Thompson, Jennifer Pecina, Gregory M Garrison, Brian A Crum

Background: Self-scheduling of medical visits is becoming more common but the complexity of applying multiple requirements for self-scheduling has hampered implementation. Mayo Clinic implemented self-scheduling in 2019 and has been increasing its portfolio of self-schedulable visits since then. Our aim was to show measures quantifying the complexity associated with medical visit scheduling and to describe how opportunities and challenges of scheduling complexity apply in self-scheduling.

Methods: We examined scheduled visits from January 1, 2022, through August 24, 2023. For seven visit categories, we counted all unique visit types that were scheduled, for both staff-scheduled and self-scheduled. We examined counts of self-scheduled visit types to identify those with highest uptake during the study period.

Results: There were 9555 unique visit types associated with 20.8 M (million) completed visits. Self-scheduled visit types accounted for 4.0% (838,592/20,769,699) of the completed total visits. Of seven visit categories, self-scheduled established patient visits, testing visits, and procedure visits accounted for 93.5% (784,375/838,592) of all self-scheduled visits. Established patient visits in primary care (10 visit types) accounted for 273,007 (32.6%) of all self-scheduled visits. Testing visits (blood and urine testing, 2 visit types) accounted for 183,870 (21.9%) of all self-scheduled visits. Procedure visits for screening mammograms, bone mineral density, and immunizations (8 visit types) accounted for 147,358 (17.6%) of all self-scheduled visits.

Conclusion: Large numbers of unique visit types comprise a major challenge for self-scheduling. Some visit types are more suitable for self-scheduling. Guideline-based procedure visits such as screening mammograms, bone mineral density exams, and immunizations are examples of visits that have high volumes and can be standardized for self-scheduling. Established patient visits and laboratory testing visits also can be standardized for self-scheduling. Despite the successes, there remain thousands of specific visit types that may need some staff-scheduler intervention to properly schedule.

背景:就诊自主排期越来越普遍,但就诊自主排期的多重要求非常复杂,阻碍了就诊自主排期的实施。梅奥诊所于 2019 年实施了自主排期,此后一直在增加可自主排期的就诊组合。我们的目的是展示量化与就诊排班相关的复杂性的措施,并描述排班复杂性的机遇和挑战如何应用于自我排班:我们检查了 2022 年 1 月 1 日至 2023 年 8 月 24 日期间的预约就诊情况。对于七个就诊类别,我们统计了所有已安排的独特就诊类型,包括员工安排的和自行安排的。我们对自行安排的访问类型进行了统计,以确定研究期间访问量最高的访问类型:结果:共有 9555 种独特的就诊类型,完成了 2080 万次就诊。自行安排的访问类型占已完成访问总数的 4.0%(838,592/20,769,699)。在七个就诊类别中,自行安排的固定病人就诊、检测就诊和程序就诊占所有自行安排就诊的 93.5%(784,375/838,592)。初级保健中的固定病人就诊(10 种就诊类型)占所有自行安排就诊的 273 007 人次(32.6%)。检测就诊(血液和尿液检测,2 种就诊类型)占所有自行预约就诊的 183,870 人次(21.9%)。乳房 X 光筛查、骨矿物质密度和免疫接种(8 种就诊类型)的程序性就诊占所有自行安排就诊的 147,358 人次(17.6%):结论:大量独特的就诊类型是自我排期的一大挑战。有些就诊类型更适合自行排期。以指南为基础的诊疗程序,如乳房 X 光检查、骨矿物质密度检查和免疫接种,都是诊疗量大的诊疗程序,可以标准化后进行自主排班。固定病人就诊和实验室检测就诊也可以标准化,以便于自行排期。尽管取得了成功,但仍有成千上万种特殊就诊类型可能需要工作人员和排班员的干预才能正确排班。
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引用次数: 0
Self-scheduling in a Large Multispecialty and Multisite Clinic: A Retrospective, Longitudinal Examination of Multiple Self-Scheduled Visit Types. 大型多专科多地点诊所的自我预约:对多种自主预约就诊类型的回顾性纵向研究。
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-01 eCollection Date: 2024-01-01 DOI: 10.1177/23333928241249521
Frederick North, Rebecca Buss, Elissa M Nelson, Matthew C Thompson, Jennifer Pecina, Gregory M Garrison, Brian A Crum

Background: Self-scheduling of medical visits is becoming available at many medical institutions. We aimed to examine the self-scheduled visit counts and rate of growth of self-scheduled visits in a multispecialty practice.

Methods: For 85 weeks extending from January 1, 2022 through August 24, 2023, we examined self-scheduled visit counts for over 1500 self-scheduled visit types. We compared completed self-scheduled visit counts to all scheduled completed visit counts for the same visit types. We collected counts of the most frequently self-scheduled visit types for each week and examined the change over time. We also determined the proportion that each visit type was self-scheduled.

Results: There were 20,769 699 completed visits during the course of the study that met the criteria for inclusion. Self-scheduled visits accounted for 4.0% of all completed visits (838 592/20,769 699). Over the 85-week span, self-scheduled visits rose from 3.0% to 5.3% of the total. There were 1887 unique visit types that were associated with completed visits. There were just 6 appointment visit types of the total 1887 self-scheduled visit types that accounted for 50.7% of the total 838 592 self-scheduled visits. Those 6 visit types were a lab blood test visit (19.5%, 163 K visits), two Family Medicine office visit types (13.0%, 109 K visits), a screening mammogram visit type (6.6%, 55 K visits), a scheduled express care visit type (6%, 50 K visits) and a COVID immunization visit type (5.7%, 48 K visits). Twenty-one visit types that were self-scheduled accounted for 75% of the total self-scheduled visits. Four seasonal visits, accounting for 10.6% of the total self-scheduled visits, were responsible for almost all the non-linear change in self-scheduling.

Conclusion: Self-scheduling accounted for a small but growing percent of all outpatient scheduled visits in a multispecialty, multisite practice. A wide range of visit types can be successfully self-scheduled.

背景介绍许多医疗机构都开始提供自主预约就诊服务。我们的目的是研究一个多专科诊所的自行安排就诊次数和自行安排就诊的增长率:从 2022 年 1 月 1 日至 2023 年 8 月 24 日的 85 周内,我们对超过 1500 种自行安排就诊类型的自行安排就诊次数进行了检查。我们将已完成的自主预约就诊次数与相同就诊类型的所有已完成预约就诊次数进行了比较。我们收集了每周最常见的自行安排的访问类型的计数,并研究了其随时间的变化。我们还确定了每种访问类型中自行安排访问的比例:在研究过程中,共有 20,769,699 人完成了符合纳入标准的访问。自行安排的就诊占所有完成就诊的 4.0%(838 592/20769 699)。在 85 周的时间跨度内,自行安排的就诊次数占总就诊次数的比例从 3.0% 上升到 5.3%。与完成就诊相关的独特就诊类型有 1887 种。在总共 1887 种自行安排的就诊类型中,仅有 6 种预约就诊类型占到了总共 838 592 次自行安排就诊的 50.7%。这 6 种就诊类型分别是血液化验就诊类型(19.5%,163 K 人次)、两种家庭医学门诊就诊类型(13.0%,109 K 人次)、一种乳房 X 光筛查就诊类型(6.6%,55 K 人次)、一种预约快速护理就诊类型(6%,50 K 人次)和一种 COVID 免疫接种就诊类型(5.7%,48 K 人次)。自行安排的 21 种就诊类型占自行安排就诊总数的 75%。四种季节性就诊占自我安排就诊总数的 10.6%,几乎是自我安排就诊非线性变化的全部原因:结论:在一个多专科、多地点的诊所中,自行排班就诊占所有门诊排班就诊的比例很小,但却在不断增长。各种类型的门诊都可以成功地自行排期。
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引用次数: 0
Escalation on Kihon Checklist Scores Preceding the Certification of Long-Term Care Need in the Older Population in Japan. A 9-Year Retrospective Study. 日本老年人口在获得长期护理需求认证前的 Kihon 检查表评分升级。一项为期 9 年的回顾性研究。
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-04-24 eCollection Date: 2024-01-01 DOI: 10.1177/23333928241247027
Kazuki Kitazawa, Kenji Tsuchiya, Kazuki Hirao, Tomomi Furukawa, Fusae Tozato, Tsutomu Iwaya, Shinichi Mitsui

Objectives: The Kihon Checklist (KCL) is valuable for predicting long-term care (LTC) certification. However, the precise association between KCL scores and the temporal dynamics of LTC need certification remains unclear. This study clarified the characteristic trajectory of KCL scores in individuals certified for LTC need.

Methods: The KCL scores spanning from 2011 to 2019 were obtained from 5630 older individuals, including those certified for LTC need in November 2020, in Iiyama City, Nagano, Japan. We analyzed the KCL score trajectories using a linear mixed model, both before and after propensity score matching.

Results: Throughout the 9-year observation period, the KCL scores consistently remained higher in the certified group compared to the non-certified group. Notably, a significant score increase occurred within the 3 years preceding LTC certification.

Discussion: Our findings highlight the effectiveness of continuous surveillance using the KCL in identifying individuals likely to require LTC within a few years.

目的:Kihon 检查表(KCL)对预测长期护理(LTC)认证很有价值。然而,KCL 分数与 LTC 需求认证的时间动态之间的确切联系仍不清楚。本研究阐明了获得长期护理需求认证的个人的 KCL 分数的特征轨迹:我们从日本长野县饭山市的 5630 名老年人(包括 2020 年 11 月获得 LTC 需求认证的老年人)中获得了 2011 年至 2019 年的 KCL 分数。我们使用线性混合模型分析了倾向得分匹配前后的 KCL 分数轨迹:结果:在长达 9 年的观察期内,获得认证组的 KCL 分数始终高于未获得认证组。值得注意的是,在获得 LTC 认证前的 3 年内,得分出现了明显的增长:我们的研究结果凸显了使用 KCL 进行持续监测在识别几年内可能需要 LTC 的人群方面的有效性。
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引用次数: 0
Impact of Provider-Facing Interventions to Reduce Opioid Use on Pain Related Outcomes in Primary Care: A Cluster Randomized Trial. 面向医疗服务提供者的干预措施对初级医疗中疼痛相关结果的影响:分组随机试验
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-04-22 eCollection Date: 2024-01-01 DOI: 10.1177/23333928241240957
Clinton J Hardy, Gerald Cochran, Whitney Howey, Eric Wright, Ajay D Wasan, Adam J Gordon, Kevin L Kraemer
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引用次数: 0
Proton Pump Inhibitors in Germany: Status Quo of a Growing Market. 德国的质子泵抑制剂:不断增长的市场现状。
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-04-01 eCollection Date: 2024-01-01 DOI: 10.1177/23333928241241220
Kate Plehhova, Monika Häring, Joshua Wray, Cathal Coyle, Karel Kostev

Introduction: The volume of prescriptions for proton pump inhibitors (PPIs) remains high, although the literature increasingly points to excessive prescribing in relation to guideline recommendations. No very recent data is available on the specific situation in Germany, particularly on the proportion of PPI consumption from over-the-counter (OTC) sales and self-selection, following PPI down-scheduling. The aim of this study was to determine the actual amount of prescribed and OTC PPIs in Germany.

Methods: For this retrospective study, several IQVIA databases were used, representing all prescriptions billed to statutory and private health insurers in Germany, as well as OTC sales. Analyses were performed for the period November 2020 to October 2021 or partially November 2018 to October 2021 and were descriptive in nature. Mainly, data were collected from IQVIATM PharmaScope National® as well as IQVIA TM DPM® databases.

Results: A total of 2.87 billion PPI tablets were shown to have been sold between November 2020 and October 2021, with most drugs prescribed in the largest packages and strengths. In addition, the OTC PPI market increased by an average of 14% per year over a 3-year period.

Conclusions: The results of this study suggest the substantial size of the PPI market in Germany is based on prescriptions, a consistent increase in OTC PPI purchases and a recent increase in prescriptions.

导言:质子泵抑制剂(PPIs)的处方量居高不下,尽管越来越多的文献指出,与指南建议相比,处方量过大。目前还没有关于德国具体情况的最新数据,特别是关于非处方药(OTC)销售和自我选择的 PPI 消费比例,以及 PPI 下调计划的情况。本研究旨在确定德国处方药和非处方药 PPI 的实际用量:在这项回顾性研究中,我们使用了多个 IQVIA 数据库,其中包括德国法定和私营医疗保险公司开具的所有处方以及非处方药的销售情况。分析时间跨度为 2020 年 11 月至 2021 年 10 月,或部分时间为 2018 年 11 月至 2021 年 10 月,性质为描述性分析。数据主要来自 IQVIATM PharmaScope National® 和 IQVIA TM DPM® 数据库:结果表明,在 2020 年 11 月至 2021 年 10 月期间,共售出 28.7 亿片 PPI,其中大多数药物的包装和剂量都最大。此外,非处方药 PPI 市场在 3 年内平均每年增长 14%:本研究结果表明,根据处方、非处方药物购买量的持续增长以及近期处方量的增加,德国的 PPI 市场规模巨大。
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引用次数: 0
Artificial Intelligence and Decision-Making in Healthcare: A Thematic Analysis of a Systematic Review of Reviews. 人工智能与医疗决策:系统性综述的专题分析》。
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-03-05 eCollection Date: 2024-01-01 DOI: 10.1177/23333928241234863
Mohsen Khosravi, Zahra Zare, Seyyed Morteza Mojtabaeian, Reyhane Izadi

Introduction: The use of artificial intelligence (AI), which can emulate human intelligence and enhance clinical results, has grown in healthcare decision-making due to the digitalization effects and the COVID-19 pandemic. The purpose of this study was to determine the scope of applications of AI tools in the decision-making process in healthcare service delivery networks.

Materials and methods: This study used a qualitative method to conduct a systematic review of the existing reviews. Review articles published between 2000 and 2024 in English-language were searched in PubMed, Scopus, ProQuest, and Cochrane databases. The CASP (Critical Appraisal Skills Programme) Checklist for Systematic Reviews was used to evaluate the quality of the articles. Based on the eligibility criteria, the final articles were selected and the data extraction was done independently by 2 authors. Finally, the thematic analysis approach was used to analyze the data extracted from the selected articles.

Results: Of the 14 219 identified records, 18 review articles were eligible and included in the analysis, which covered the findings of 669 other articles. The quality assessment score of all reviewed articles was high. And, the thematic analysis of the data identified 3 main themes including clinical decision-making, organizational decision-making, and shared decision-making; which originated from 8 subthemes.

Conclusions: This study revealed that AI tools have been applied in various aspects of healthcare decision-making. The use of AI can improve the quality, efficiency, and effectiveness of healthcare services by providing accurate, timely, and personalized information to support decision-making. Further research is needed to explore the best practices and standards for implementing AI in healthcare decision-making.

导言人工智能(AI)可以模拟人类智能并提高临床效果,由于数字化效应和 COVID-19 的流行,人工智能在医疗决策中的应用日益增多。本研究旨在确定人工智能工具在医疗服务网络决策过程中的应用范围:本研究采用定性方法对现有综述进行了系统回顾。在 PubMed、Scopus、ProQuest 和 Cochrane 数据库中检索了 2000 年至 2024 年间发表的英文综述文章。采用 CASP(Critical Appraisal Skills Programme,批判性评估技能计划)系统综述核对表对文章质量进行评估。根据资格标准,筛选出最终的文章,并由两名作者独立完成数据提取。最后,采用专题分析法对所选文章中提取的数据进行分析:结果:在 14 219 份已确定的记录中,有 18 篇综述文章符合条件并被纳入分析,其中涵盖了 669 篇其他文章的研究结果。所有综述文章的质量评估得分都很高。对数据进行的主题分析确定了 3 个主要主题,包括临床决策、组织决策和共同决策;这些主题源自 8 个次主题:本研究显示,人工智能工具已被应用于医疗决策的各个方面。使用人工智能可以通过提供准确、及时和个性化的信息来支持决策,从而提高医疗服务的质量、效率和效果。需要进一步开展研究,探索在医疗决策中实施人工智能的最佳实践和标准。
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引用次数: 0
Robotics in Massage: A Systematic Review. 机器人按摩:系统回顾
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-02-19 eCollection Date: 2024-01-01 DOI: 10.1177/23333928241230948
Juan Yang, Kia Hui Lim, Arya B Mohabbat, Shawn C Fokken, Devan E Johnson, Jason J Calva, Alexander Do, Michael R Mueller, Tony Y Chon, Brent A Bauer

Background: Over the past few years, a growing number of studies have explored massage robots. However, to date, a dedicated systematic review focused solely on robot-assisted massage has not been conducted.

Objective: To systematically identify and summarize evidence from studies concerning robot-assisted massage in healthcare settings.

Methods: An extensive literature search, involving electronic databases Ovid and Scopus, was conducted from the inception of the databases up to March 2023. This systematic review adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement, and relevant papers were chosen based on the predefined inclusion criteria. Given the substantial methodological diversity among the included studies, a qualitative analysis was conducted.

Results: Seventeen studies met the inclusion criteria, comprising 15 preliminary trials, one quasi-experimental study, and one randomized controlled trial. Approximately 29% of the studies focused on the application of robotic massage for patients, 24% targeted both healthy volunteers and patients, and the remaining 47% were preclinical trials assessing the effectiveness of robotic massage solely on healthy volunteers. Primary interventions included robotic massage for oral rehabilitation, scalp massage, low back massage, shoulder massage, and full-body massage. All studies provided evidence that robotic massage interventions can enhance health and well-being, indicating a promising future for the integration of robotics in the field of massage therapy.

Conclusions: In general, robotic massage interventions offer physical and mental health benefits. Robot-assisted massage may be integrated into care provision as an adjunct to enhance human well-being. Nonetheless, further research is needed to confirm these findings.

背景:过去几年中,越来越多的研究对按摩机器人进行了探讨。然而,迄今为止,还没有专门针对机器人辅助按摩的系统性综述:系统地识别和总结有关医疗机构中机器人辅助按摩的研究证据:方法:对电子数据库Ovid和Scopus进行了广泛的文献检索,检索时间从数据库建立之初到2023年3月。本系统综述遵循《系统综述和元分析首选报告项目》声明,并根据预先确定的纳入标准选择相关论文。鉴于纳入的研究在方法上存在很大差异,因此进行了定性分析:有 17 项研究符合纳入标准,其中包括 15 项初步试验、1 项准实验研究和 1 项随机对照试验。其中约 29% 的研究侧重于为患者应用机器人按摩,24% 的研究同时针对健康志愿者和患者,其余 47% 的研究为临床前试验,仅评估机器人按摩对健康志愿者的有效性。主要干预措施包括用于口腔康复的机器人按摩、头皮按摩、腰背按摩、肩部按摩和全身按摩。所有研究都证明,机器人按摩干预可以增进健康和福祉,这表明将机器人技术融入按摩疗法领域前景广阔:结论:总体而言,机器人按摩干预具有身心健康方面的益处。机器人辅助按摩可作为一种辅助手段融入护理服务中,以提高人类的健康水平。不过,还需要进一步的研究来证实这些发现。
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引用次数: 0
Analysis of Correlated Outcomes of Anthropometric Measurements for Under-Five Children in Tanzania. 坦桑尼亚五岁以下儿童人体测量相关结果分析。
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-02-08 eCollection Date: 2024-01-01 DOI: 10.1177/23333928241228916
Edgar E Pallangyo, Amina S Msengwa

The study aimed at applying Multivariate Generalized Linear Mixed Models to examine factors associated with correlation outcomes, in particular, anthropometric measurements among under-five children in Tanzania. Three anthropometric measurements: weight-for-age (WAZ), height-for-age (HAZ), and weight-for-height (WHZ) among under-five children in Tanzania were jointly modeled to identify common factors associated with childhood malnutrition. A total of 9052 children with valid measures of height and weight were processed and analyzed. The results indicate that WAZ was correlated with HAZ (P-value < 2e-16) and WHZ (P-value < 2e-16). The Multivariate Ordered Logit Model has lower AIC = 53213.92 and BIC = 52727.95, indicating better model fit than the Multivariate Ordered Probit Model. In Tanzania, the age of the child, birth order, mother education level, child gender, mother working status, wealth index, marital status, and mother body mass index are important determinants of malnutrition among children under the age of five. Moreover, the common factors were child's age, Birth order, Mother's education attainment, child's sex, Mother working status, wealth index, Marital status, and Mother's Body Mass Index. As a result, emphasis should be placed on analyzing correlated health outcomes in order to draw conclusions about the factors that may have a mutual effect on anthropometric measurements.

该研究旨在应用多元广义线性混合模型来研究与相关结果有关的因素,特别是坦桑尼亚五岁以下儿童的人体测量数据。该研究对坦桑尼亚五岁以下儿童的三种人体测量指标:年龄比体重(WAZ)、年龄比身高(HAZ)和身高比体重(WHZ)进行了联合建模,以确定与儿童营养不良相关的共同因素。共对 9052 名有效测量身高和体重的儿童进行了处理和分析。结果表明,WAZ 与 HAZ 存在相关性(P-value P-value
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引用次数: 0
Retraction Notice. 撤稿通知。
IF 1.6 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-02-05 eCollection Date: 2024-01-01 DOI: 10.1177/23333928231216699

[This retracts the article DOI: 10.1177/23333928211053965.][This retracts the article DOI: 10.1177/23333928221103107.][This retracts the article DOI: 10.1177/2333392819841211.].

[本文撤回文章 DOI:10.1177/23333928211053965][本文撤回文章 DOI:10.1177/23333928221103107][本文撤回文章 DOI:10.1177/2333392819841211]。
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Health Services Research and Managerial Epidemiology
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