Descriptive statistics

描述性统计
  • 文章类型: Journal Article
    这项研究总结了来自塞尔维亚共和国的609个蜂蜜样品的理化分析。不同植物来源的蜂蜜样品之间的差异,收藏区域,和收获年份进行描述性统计和相关性分析,以区分蜂蜜样品。此外,大多数观察到的物理化学参数(葡萄糖,果糖,蔗糖含量,5-羟甲基糠醛(5-HMF)水平,酸度,和电导率)在不同类型的蜂蜜中差异显著,年,和地区。同时,在淀粉酶活性方面没有发现明显的差异,水分含量,不溶性物质。根据获得的结果,22个蜂蜜样本可以被认为是掺假的,由于蔗糖的含量不规则,5-HMF,酸度,和淀粉酶活性。此外,怀疑有64份蜂蜜样品掺假。掺假和非依从样品占研究样品总数的百分比相对较低(14.1%)。因此,相当数量的蜂蜜样品符合蜂蜜质量标准。总的来说,这些发现提供了对不同类型蜂蜜的组成和质量差异的见解,帮助了解它们的特点和潜在的应用。
    This study summarized the physicochemical analysis of 609 honey samples originating from the Republic of Serbia. Variations among honey samples from different botanical origins, regions of collections, and harvest years were exposed to descriptive statistics and correlation analysis that differentiated honey samples. Furthermore, most of the observed physicochemical parameters (glucose, fructose, sucrose content, 5-hydroxymethylfurfural (5-HMF) levels, acidity, and electrical conductivity) varied significantly among different types of honey, years, and regions. At the same time, no noticeable difference was found in diastase activity, moisture content, and insoluble matter. Based on the obtained results, 22 honey samples could be considered adulterated, due to the irregular content of sucrose, 5-HMF, acidity, and diastase activity. In addition, 64 honey samples were suspected to be adulterated. Adulterated and non-compliant samples present a relatively low percentage (14.1%) of the total number of investigated samples. Consequently, a considerable number of honey samples met the required standards for honey quality. Overall, these findings provide insights into compositional and quality differences among various types of honey, aiding in understanding their characteristics and potential applications.
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  • 文章类型: Journal Article
    土壤盐分影响作物的生长,导致生产力下降,是全球小麦生产面临的重大挑战。与耐性小麦基因型相结合的各种适应和缓解方法可用于在盐碱环境中实现作物生产的可持续性。然而,耐盐小麦基因型的开发是获得理想产量的最佳和最有效的解决方案之一。考虑到这些问题,在水培营养培养条件下进行了一项调查,通过对不公平的形态生理学和遗传变异以及多变量分析进行分类,以评估耐盐小麦基因型的遗传变异性和选择。
    为了实现本研究的目标,在0(对照)和15dSm-1盐溶液中对100种小麦基因型进行了水培测试。
    对于在盐水条件下生长的所有小麦基因型,射击长度(SL),根长度(RL),射击鲜重(SFW),根鲜重(RFW),总鲜重(TFW),枝条干重(SDW),根干重(RDW),总干重(TDW)显著下降。此外,仅在盐水条件下,基因型之间的特征才观察到显着差异。在遗传多样性分析的情况下,高基因型变异系数(GCV),表型变异系数(PCV),基于SDW,记录了所有测试小麦基因型的平均百分比(GAM)和高遗传力(h2b)的遗传进展,RDW和TDW。基因型和表型关系的相关分析显示,TDW具有很强的正相关,SDW,TFW和SFW。主成分分析(PCA)揭示了TDW,TFW,SDW,和SFW是小麦基因型最具判别性的变量,判别函数分析(DFA)证实了这一点。PCA双plot分析还显示SDW与SFW之间以及TDW与TFW之间存在显着正相关。根据基因型的相对表现,对十个簇进行了层次聚类分析,基因型被表征为耐盐,中等耐盐,中盐敏感和盐敏感组。在基因型中,第VII组下的G11、G25和G29基于它们仅在盐水条件下在特性方面的出色表现而被归类为耐盐。D2分析证明,该簇的小麦基因型与其他簇基因型差异很大;因此,这些基因型可能在耐盐小麦基因型的开发中用作亲本。目前的研究得出结论,在小麦的早期生长阶段,SDW和TDW可以用作选择和定义耐盐基因型的标准。
    UNASSIGNED: Soil salinity affects the growth of crop plants, leading to reduced productivity, and is a major challenge for wheat production worldwide. Various adaptations and mitigation approaches in combination with tolerant wheat genotypes can be useful for the sustainability of crop production in saline environments. However, the development of salt-tolerant wheat genotypes is one of the best and most efficient solutions for obtaining desirable yields. Considering these issues, an investigation was carried out under hydroponic nutrient culture conditions to assess the genetic variability and selection of salt-tolerant wheat genotypes by categorizing inequitable morphophysiological and genetic variability as well as multivariate analysis.
    UNASSIGNED: To meet the objectives of this study, 100 wheat genotypes were tested hydroponically in 0 (control) and 15 dS m-1 salt solutions.
    UNASSIGNED: For all the wheat genotypes grown under saline conditions, the shoot length (SL), root length (RL), shoot fresh weight (SFW), root fresh weight (RFW), total fresh weight (TFW), shoot dry weight (SDW), root dry weight (RDW), and total dry weight (TDW) decreased significantly. Furthermore, significant variation was observed among the genotypes in terms of their characteristics only under saline conditions. In the case of genetic diversity analysis, a high genotypic coefficient of variation (GCV), phenotypic coefficient of variation (PCV), genetic advance in the percentage of the mean (GAM) and high heritability (h2b) were recorded for all tested wheat genotypes based on the SDW, RDW and TDW. Correlation analysis for both genotypic and phenotypic relationships revealed strong positive correlations for TDW, SDW, TFW and SFW. Principal component analysis (PCA) revealed that TDW, TFW, SDW, and SFW were the most discriminative variables for the wheat genotypes, which was confirmed by discriminant function analysis (DFA). PCA-biplot analysis also revealed significant positive correlations between SDW and SFW and between TDW and TFW. Hierarchical cluster analysis was performed for ten clusters based on the relative performance of the genotypes, where the genotypes were characterized into salt-tolerant, medium-salt-tolerant, medium-salt-susceptible and salt-susceptible groups. Among the genotypes, G11, G25 and G29 under cluster VII were categorized as salt tolerant based on their outstanding performance in terms of characteristics only under saline conditions. D2 analysis proved that the wheat genotypes of this cluster were highly divergent from the other cluster genotypes; as a result, these genotypes might be utilized as parents in the development of salt-tolerant wheat genotypes. The current study concluded that SDW and TDW could be employed as criteria for selecting and defining salt-tolerant genotypes during the early growth stage of wheat.
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  • 文章类型: Review
    统计分析是研究过程的重要组成部分。建议研究人员从计划研究的那一刻起就包括一名统计学家。统计计划告知研究过程,包括样本量要求和最可靠的数据收集。一旦收集到数据,进行描述性和推断性统计分析。这项分析的结果确定了调查结果是否重要,这导致了对研究结果的解释。统计计划和分析对于研究者的重要性是不言而喻的。然而,对于已发表论文的读者来说,具有一些统计分析知识也很重要。这允许对已发表手稿的所有方面进行批判性审查。本文的目的是回顾一些基本的统计概念,从而使读者成为文献的更好的消费者。
    Statistical analysis is an important part of the research process. Researchers are advised to include a statistician from the moment that the study is being planned. The statistical plan informs the research process, including sample size requirements and the most robust data collection. Once the data are collected, descriptive and inferential statistical analyses are performed. The results of this analysis determine whether the findings are significant, which leads to an interpretation of the findings. The importance of the statistical plan and analysis for the researcher is self-evident. However, it is also important for the reader of published papers to have some knowledge of statistical analysis. This allows critical review of all aspects of the published manuscript. The intent of this paper is to review some basic statistical concepts and thus allow the reader to become a better consumer of the literature.
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  • 文章类型: Journal Article
    背景:非典型表现越来越被认为是导致内科诊断错误的重要因素。然而,由于缺乏被认为是非典型表现的广泛适用的定义和标准,因此尚未评估解决非典型表现与诊断错误之间关联的研究。
    目的:本研究的目的是描述如何在内科诊断错误的研究中定义和测量非典型表现,并利用这些新信息开发新的标准来识别高风险的非典型表现。
    方法:本研究将遵循已建立的范围审查框架。纳入标准是根据参与者制定的,概念,和上下文框架。这篇综述将考虑满足以下所有标准的研究:包括成年患者(参与者);使用任何定义探索非典型表现和诊断错误之间的关联,标准,或测量以识别非典型的表现和诊断错误(概念);并专注于内科(上下文)。关于来源的类型,这项范围审查将考虑定量,定性,和混合方法研究设计;系统评价;和意见文件纳入。病例报告,案例系列,会议摘要将被排除在外。数据将通过MEDLINE提取,WebofScience,CINAHL,Embase,科克伦图书馆,和谷歌学者搜索。语言没有限制,并将包括从数据库开始到2023年12月31日索引的论文。两名独立审稿人(YH和RK)将进行研究选择和数据提取。提取的数据将包括有关患者特征的具体细节(例如,年龄,性别,和疾病),非典型表现和诊断错误的定义和测量方法,临床设置(例如,科室和门诊或住院),证据来源类型,以及与复习问题相关的非典型演示和诊断错误之间的关联。提取的数据将以表格形式呈现,并带有描述性统计,使我们能够识别非典型表现的关键组成部分或类型,并开发新的标准来识别非典型表现,以便将来进行诊断错误的研究。制定新标准将遵循采用归纳法进行基本定性内容分析的指导。
    结果:截至2024年1月,正在通过多个数据库进行文献检索。我们将在2024年12月完成这项研究。
    结论:本范围审查旨在提供严格的证据,以开发新的标准,以识别内科诊断错误高风险的非典型表现。这样的标准可以促进全面概念模型的开发,以了解非典型表现与内科诊断错误之间的关联。
    背景:开放科学框架;www.osf.io/27d5m。
    DERR1-10.2196/56933。
    BACKGROUND: Atypical presentations have been increasingly recognized as a significant contributing factor to diagnostic errors in internal medicine. However, research to address associations between atypical presentations and diagnostic errors has not been evaluated due to the lack of widely applicable definitions and criteria for what is considered an atypical presentation.
    OBJECTIVE: The aim of the study is to describe how atypical presentations are defined and measured in studies of diagnostic errors in internal medicine and use this new information to develop new criteria to identify atypical presentations at high risk for diagnostic errors.
    METHODS: This study will follow an established framework for conducting scoping reviews. Inclusion criteria are developed according to the participants, concept, and context framework. This review will consider studies that fulfill all of the following criteria: include adult patients (participants); explore the association between atypical presentations and diagnostic errors using any definition, criteria, or measurement to identify atypical presentations and diagnostic errors (concept); and focus on internal medicine (context). Regarding the type of sources, this scoping review will consider quantitative, qualitative, and mixed methods study designs; systematic reviews; and opinion papers for inclusion. Case reports, case series, and conference abstracts will be excluded. The data will be extracted through MEDLINE, Web of Science, CINAHL, Embase, Cochrane Library, and Google Scholar searches. No limits will be applied to language, and papers indexed from database inception to December 31, 2023, will be included. Two independent reviewers (YH and RK) will conduct study selection and data extraction. The data extracted will include specific details about the patient characteristics (eg, age, sex, and disease), the definitions and measuring methods for atypical presentations and diagnostic errors, clinical settings (eg, department and outpatient or inpatient), type of evidence source, and the association between atypical presentations and diagnostic errors relevant to the review question. The extracted data will be presented in tabular format with descriptive statistics, allowing us to identify the key components or types of atypical presentations and develop new criteria to identify atypical presentations for future studies of diagnostic errors. Developing the new criteria will follow guidance for a basic qualitative content analysis with an inductive approach.
    RESULTS: As of January 2024, a literature search through multiple databases is ongoing. We will complete this study by December 2024.
    CONCLUSIONS: This scoping review aims to provide rigorous evidence to develop new criteria to identify atypical presentations at high risk for diagnostic errors in internal medicine. Such criteria could facilitate the development of a comprehensive conceptual model to understand the associations between atypical presentations and diagnostic errors in internal medicine.
    BACKGROUND: Open Science Framework; www.osf.io/27d5m.
    UNASSIGNED: DERR1-10.2196/56933.
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  • 文章类型: Journal Article
    腕管综合征(CTS)是最常见的上肢压迫性神经病。大量的临床试验和荟萃分析提供了支持针灸治疗CTS有效性的证据。然而,理想的穴位选择仍然模棱两可。
    进行了数据挖掘分析,目的是确定CTS最有效的穴位组合和选择。
    从成立到2023年3月,对七个中英文电子书目数据库进行了搜索。选择的临床试验,评估针灸疗法对CTS的疗效,有或没有随机对照方法。数据提取主要包括穴位处方。信息,如第一作者,还提取了研究设计和研究设置。主要结果包括与CTS相关的临床表现。使用Excel2019生成统计描述。使用SPSSModeler18.0对关联规则进行分析。采用SPSSStatistics26.0,进行探索性因子分析和聚类分析。
    确定了142项试验(包括86项随机对照试验和56项非随机对照试验),抽取193组有效处方68个穴位。最常用的穴位是大灵(PC7),内关(PC6),He-gu(LI4),围观(TE5),和杨喜(LI5)。最常用的经络是心包经络和大肠经络。使用的特殊穴位大多数是五舒穴和元源穴,上肢穴位是最常用的。对核心穴位组进行分析,11组关联规则,8个因素,得到5个有效的聚类组。
    本研究结果提供了基于证据的穴位选择和针灸治疗腕管综合征的组合。
    UNASSIGNED: Carpal tunnel syndrome (CTS) is the most prevalent upper limb compressive neuropathy. A considerable number of clinical trials and meta-analyses have provided evidence supporting the effectiveness of acupuncture in treating CTS. Nevertheless, the ideal choice of acupoints remains ambiguous.
    UNASSIGNED: A data mining analysis was conducted with the objective of determining the most effective acupoint combinations and selection for CTS.
    UNASSIGNED: A search was conducted across seven Chinese and English electronic bibliographic databases spanning from their inception to March 2023. Selected were clinical trials that evaluated the efficacy of acupuncture therapy for CTS, with or without randomised controlled methods. Data extraction mainly included acupoint prescriptions. Information such as first author, study design and study setting were also extracted. The principal outcomes comprised the clinical manifestations linked to CTS. Statistical descriptions were generated using Excel 2019. The analysis of association rules was conducted using SPSS Modeler 18.0. Using SPSS Statistics 26.0, exploratory factor analysis and cluster analysis were conducted.
    UNASSIGNED: 142 trials (including 86 RCTs and 56 non RCTs) were identified, and 193 groups of effective prescriptions involving 68 acupoints were extracted. The most frequently used acupoints were Da-ling (PC7), Nei-guan (PC6), He-gu (LI4), Wai-guan (TE5), and Yang-xi (LI5). The most frequently used meridians were the pericardial meridian and the large intestine meridian. The majority of special acupoints used were Five-shu points and Yuan-source points, with acupoints on the upper limbs being the most frequently used. The core acupoint groups were analyzed and 11 groups of association rules, 8 factors, and 5 effective cluster groups were obtained.
    UNASSIGNED: The evidence-based acupoint selection and combinations of acupuncture therapy for carpal tunnel syndrome were provided by the findings of this study.
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  • 文章类型: Journal Article
    背景:酒精滥用是美国第四大死亡原因,也是美国军方的重大问题。简短的酒精干预措施可以减少平民和军事人口的负面酒精结果,但是需要额外的可扩展干预措施来减少暴饮暴食和大量饮酒。短信干预可以满足这一需求,但迄今为止,没有针对军事人口的计划。
    目的:我们旨在开发一种短信干预措施,以解决美国空军技术培训中飞行员的暴饮暴食和酗酒问题。
    方法:我们实施了2个阶段,研究开发短信干预的混合方法。在第一阶段,共有149名受访者就49条专家制定的信息的说服力提供了反馈,有关消息频率的首选项,接收消息的时间和天数,和建议的信息,定性编码。在第二阶段,共有283名受访者就77条新讯息的说服力提供了反馈,包括通过对第1阶段的消息进行细化而开发的消息,这些消息是根据行为变化技术分类(BCTT)进行编码和评估的。对于这两个阶段,根据年龄(<21岁或≥21岁)和性别计算并比较平均说服力评分(范围1-5).考虑将来自第2阶段的排名最高的消息包含在最终消息库中。
    结果:在第1阶段中,评分最高的消息主题是关于不良结果的警告(例如,受损的判断和财务成本),建议减少饮酒,引用价值观和目标。通过对建议的消息进行定性编码,我们确定了与不良结果警告相关的主题,recommendations,优先考虑长期目标,团队和归属感,引用价值观和目标。受访者希望每周收到1至3条消息(124/137,90.5%),并在周五发送消息,星期六,和周日(65/142,45.8%)。在第2阶段,最终消息库中消息的平均得分范围为3.31(SD1.29)至4.21(SD0.90)。在排名最高的5条信息中,4分为2种行为改变技术(BCT):有价值的自我认同和有关健康后果的信息。最终消息库包括13个BCT中的28个BCTT通知消息,不同性别的信息得分相似。超过四分之一(8/28,29%)的最终消息由来自阶段1的建议消息通知。由于年龄<21岁的飞行员因饮酒而面临更严厉的纪律处分,该计划是根据美国法定饮酒年龄量身定制的。
    结论:这项研究涉及目标人群的成员在干预开发的2个形成阶段,以设计BCTT知情的SMS短信干预措施,以减少暴饮暴食和大量饮酒,目前正在疗效试验中进行测试。结果将确定干预措施对美国空军暴饮暴食和饮酒的影响。
    BACKGROUND: Alcohol misuse is the fourth leading cause of death in the United States and a significant problem in the US military. Brief alcohol interventions can reduce negative alcohol outcomes in civilian and military populations, but additional scalable interventions are needed to reduce binge and heavy drinking. SMS text messaging interventions could address this need, but to date, no programs exist for military populations.
    OBJECTIVE: We aimed to develop an SMS text messaging intervention to address binge and heavy drinking among Airmen in Technical Training in the US Air Force.
    METHODS: We implemented a 2-phase, mixed methods study to develop the SMS text messaging intervention. In phase 1, a total of 149 respondents provided feedback about the persuasiveness of 49 expert-developed messages, preferences regarding message frequency, timing and days to receive messages, and suggested messages, which were qualitatively coded. In phase 2, a total of 283 respondents provided feedback about the persuasiveness of 77 new messages, including those developed through the refinement of messages from phase 1, which were coded and assessed based on the Behavior Change Technique Taxonomy (BCTT). For both phases, mean persuasiveness scores (range 1-5) were calculated and compared according to age (aged <21 or ≥21 years) and gender. Top-ranking messages from phase 2 were considered for inclusion in the final message library.
    RESULTS: In phase 1, top-rated message themes were about warnings about adverse outcomes (eg, impaired judgment and financial costs), recommendations to reduce drinking, and invoking values and goals. Through qualitative coding of suggested messages, we identified themes related to warnings about adverse outcomes, recommendations, prioritizing long-term goals, team and belonging, and invoking values and goals. Respondents preferred to receive 1 to 3 messages per week (124/137, 90.5%) and to be sent messages on Friday, Saturday, and Sunday (65/142, 45.8%). In phase 2, mean scores for messages in the final message library ranged from 3.31 (SD 1.29) to 4.21 (SD 0.90). Of the top 5 highest-rated messages, 4 were categorized into 2 behavior change techniques (BCTs): valued self-identity and information about health consequences. The final message library includes 28 BCTT-informed messages across 13 BCTs, with messages having similar scores across genders. More than one-fourth (8/28, 29%) of the final messages were informed by the suggested messages from phase 1. As Airmen aged <21 years face harsher disciplinary action for alcohol consumption, the program is tailored based on the US legal drinking age.
    CONCLUSIONS: This study involved members from the target population throughout 2 formative stages of intervention development to design a BCTT-informed SMS text messaging intervention to reduce binge and heavy drinking, which is now being tested in an efficacy trial. The results will determine the impact of the intervention on binge drinking and alcohol consumption in the US Air Force.
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  • 文章类型: Journal Article
    碱性彗星测定经常用作不同调节环境中的体内后续测试,以表征不同测试项目的DNA损伤潜力。相应的OECD测试指南489强调了统计分析和历史控制数据(HCD)的重要性,但没有提供详细的程序。因此,德语环境突变研究协会(GUM)的"统计学"工作组从5个实验室收集了HCD和>200个彗星试验研究,并进行了多项统计分析.关键结果包括(I)观察到的大型实验室间效应与使用绝对质量阈值相反,(II)幻灯片上>50%的零值被认为是有问题的,由于它们对幻灯片或动物摘要统计的影响,(III)单细胞数据汇总度量的类型(例如,中位数,算术和几何平均值)可能会导致HCD中产生的动物尾巴强度和研究结果的极端差异。这些汇总值通过更好地满足统计模型假设来增加分析结果的可靠性,但以信息丢失为代价。此外,数据集中阴性和阳性对照组之间的关系总是令人满意(或充分)基于比率,差异和分位数分析。
    The alkaline comet assay is frequently used as in vivo follow-up test within different regulatory environments to characterize the DNA-damaging potential of different test items. The corresponding OECD Test guideline 489 highlights the importance of statistical analyses and historical control data (HCD) but does not provide detailed procedures. Therefore, the working group \"Statistics\" of the German-speaking Society for Environmental Mutation Research (GUM) collected HCD from five laboratories and >200 comet assay studies and performed several statistical analyses. Key results included that (I) observed large inter-laboratory effects argue against the use of absolute quality thresholds, (II) > 50% zero values on a slide are considered problematic, due to their influence on slide or animal summary statistics, (III) the type of summarizing measure for single-cell data (e.g., median, arithmetic and geometric mean) may lead to extreme differences in resulting animal tail intensities and study outcome in the HCD. These summarizing values increase the reliability of analysis results by better meeting statistical model assumptions, but at the cost of information loss. Furthermore, the relation between negative and positive control groups in the data set was always satisfactorily (or sufficiently) based on ratio, difference and quantile analyses.
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  • 文章类型: Journal Article
    知识密集型服务业已经成为社会经济的重要组成部分,这不仅促进了现代服务业的创新,也促进了制造业的升级和转型。知识密集型服务业的集聚不仅是经济增长的必然结果,也是经济持续增长的前提。此外,我国的国民经济正在从工业化经济向服务型、知识型经济转变,知识密集型服务业的重要性与日俱增。本文构建了人口集聚对城市群经济发展影响的理论框架。文章认为,人口集聚通过产业结构升级和人力资本提升促进城市群经济发展。在未来,我们需要关注中部城市群人口集聚与经济发展的异同,探索城市群经济发展的因素,为政府制定相关经济政策提供合理化建议。这篇论文,从创新研究的角度来看,基于人口集聚的视角,研究其在区域经济发展中的作用路径,可以在一定程度上弥补这一缺陷。此外,创新了研究对象,改进了研究方法。在上述基础上,选取长三角地区2012-2021年的面板数据作为研究样本,位置熵指数作为解释变量,以地区国内生产总值(GDP)为被解释变量,经济理论的合理性和计量经济检验的意义。最后,数据进行回归分析和检验。对长三角城市群的实证分析证明了知识密集型服务业集聚对区域经济发展的重要性。最后,基于知识密集型服务业集聚对区域经济的贡献,研究了知识密集型服务业的发展和产业集聚的促进。
    Knowledge-intensive service industry has become an important part of social economy, which not only promotes the innovation of modern service industry, but also promotes the upgrading and transformation of manufacturing industry. The agglomeration of knowledge-intensive service industry is not only the inevitable result of economic growth, but also the premise of sustained economic growth. Moreover, China\'s national economy is transforming from an industrialized economy to a service-oriented and knowledge-based economy, and the importance of knowledge-intensive service industry is increasing day by day. This paper constructs a theoretical framework of the influence of population agglomeration on the economic development of urban agglomerations. The article holds that population agglomeration promotes the economic development of urban agglomerations through the upgrading of industrial structure and the promotion of human capital. In the future, we need to focus on the similarities and differences between population agglomeration and economic development of urban agglomerations in central China, explore the factors of economic development of urban agglomerations, and provide reasonable suggestions for the government to formulate relevant economic policies. This paper, from an innovative research perspective, based on the perspective of population agglomeration, studies the path of its role in regional economic development, which can make up for this defect to some extent. Moreover, the research object has been innovated and the research method has been improved. On the basis of the above, the panel data of the Yangtze River Delta from 2012 to 2021 is selected as the research sample, the location entropy index is taken as the explanatory variable, the regional gross domestic product (GDP) is taken as the explanatory variable, and the rationality of economic theory and the significance of econometric test are considered. Finally, the data are analyzed and tested by regression. The empirical analysis of the Yangtze River Delta urban agglomeration proves the importance of knowledge-intensive service industry agglomeration to regional economic development. Finally, based on the contribution of knowledge-intensive service industry agglomeration to regional economy, the development of knowledge-intensive service industry and the promotion of industrial agglomeration are studied.
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  • 文章类型: Observational Study
    背景:强大的药物不良事件(ADE)报告系统对于监测和识别药物安全性信号至关重要,但捕获的ADE的数量和类型可能因系统特征而异。
    目的:我们比较了同一司法管辖区2种不同报告系统中报告的ADE,患者安全和学习系统-药物不良反应(PSLS-ADR)和ActionADE,了解报告变化。
    方法:这项回顾性观察性研究分析了2019年12月1日至2022年12月31日期间进入PSLS-ADR和ActionADE系统的报告。我们进行了全面分析,包括来自两个报告系统的所有事件,以检查覆盖范围和使用情况,并了解两个系统中捕获的事件类型。我们计算了报告设施类型的描述性统计数据,患者人口统计学,严重事件,和大多数报告的药物。我们进行了一项针对药物不良反应的子分析,以便在报告的数量和事件方面进行系统之间的直接比较。我们通过报告系统对结果进行分层。
    结果:我们对3248份ADE报告进行了综合分析,其中12.4%(375/3035)在PSLS-ADR中报告,87.6%(2660/3035)在ActionADE中报告。所有事件和严重事件的分布在两个系统之间略有不同。碘海醇,gadobutrol,和empagliflozin是PSLS-ADR中最常见的罪魁祸首药物(173/375,46.2%),而氢氯噻嗪,阿哌沙班,ActionADE中常见雷米普利(308/2660,11.6%)。我们在药物不良反应的亚分析中纳入了2728份报告,其中12.9%(353/2728)在PSLS-ADR中报告,86.4%(2357/2728)在ActionADE中报告。在本研究期间,ActionADE捕获的可比事件比PSLS-ADR多4至6倍。
    结论:用户友好且可靠的报告系统对于药物警戒和患者安全至关重要。这项研究强调了由不同报告系统产生的ADE数据的实质性差异。了解导致不同报告模式的系统因素可以增强ADE监测,在评估药物安全性信号时应予以考虑。
    BACKGROUND: Robust adverse drug event (ADE) reporting systems are crucial to monitor and identify drug safety signals, but the quantity and type of ADEs captured may vary by system characteristics.
    OBJECTIVE: We compared ADEs reported in 2 different reporting systems in the same jurisdictions, the Patient Safety and Learning System-Adverse Drug Reaction (PSLS-ADR) and ActionADE, to understand report variation.
    METHODS: This retrospective observational study analyzed reports entered into PSLS-ADR and ActionADE systems between December 1, 2019, and December 31, 2022. We conducted a comprehensive analysis including all events from both reporting systems to examine coverage and usage and understand the types of events captured in both systems. We calculated descriptive statistics for reporting facility type, patient demographics, serious events, and most reported drugs. We conducted a subanalysis focused on adverse drug reactions to enable direct comparisons between systems in terms of the volume and events reported. We stratified results by reporting system.
    RESULTS: We performed the comprehensive analysis on 3248 ADE reports, of which 12.4% (375/3035) were reported in PSLS-ADR and 87.6% (2660/3035) were reported in ActionADE. Distribution of all events and serious events varied slightly between the 2 systems. Iohexol, gadobutrol, and empagliflozin were the most common culprit drugs (173/375, 46.2%) in PSLS-ADR, while hydrochlorothiazide, apixaban, and ramipril (308/2660, 11.6%) were common in ActionADE. We included 2728 reports in the subanalysis of adverse drug reactions, of which 12.9% (353/2728) were reported in PSLS-ADR and 86.4% (2357/2728) were reported in ActionADE. ActionADE captured 4- to 6-fold more comparable events than PSLS-ADR over this study\'s period.
    CONCLUSIONS: User-friendly and robust reporting systems are vital for pharmacovigilance and patient safety. This study highlights substantial differences in ADE data that were generated by different reporting systems. Understanding system factors that lead to varying reporting patterns can enhance ADE monitoring and should be taken into account when evaluating drug safety signals.
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  • 文章类型: Journal Article
    单案例实验设计(SCED)在教育、心理学,医学,和康复。尽管SCED是确定循证实践的有效实验设计,他们在数据分析中遇到了一些挑战。这些挑战之一,缺少数据,由于随着时间的推移重复测量,在SCED研究中可能经常发生。由于数据缺失是削弱研究有效性和普遍性的关键因素,确定SCED中缺失数据的特征很重要,特别是与少数参与者进行的。在这方面,本研究旨在详细描述SCED研究中缺失的数据特征.为了实现这个目标,调查包括了最近5年内在6种期刊上发表的465项SCED研究。总体结果表明,SCED文章中至少有一个阶段的数据缺失率,作为至少一个数据点,约为30%。此外,结果表明,在发生数据缺失的大多数研究中,数据缺失率超过10%.尽管缺失数据在SCED研究中很常见,只有少数研究(5%)处理了缺失的数据;然而,他们的方法是传统的。在分析SCED数据时,在文献中,考虑到缺失数据率,提出了几种方法。因此,本研究结果中确定的数据缺失率可以通过提高研究结果的有效性和普适性,为采用适当方法分析SCED数据提供依据.
    Single-case experimental designs (SCEDs) have grown in popularity in the fields such as education, psychology, medicine, and rehabilitation. Although SCEDs are valid experimental designs for determining evidence-based practices, they encounter some challenges in analyses of data. One of these challenges, missing data, is likely to be occurred frequently in SCEDs research due to repeated measurements over time. Since missing data is a critical factor that can weaken the validity and generalizability of a study, it is important to determine the characteristics of missing data in SCEDs, which are especially conducted with a small number of participants. In this regard, this study aimed to describe missing data features in SCEDs studies in detail. To accomplish this goal, 465 published SCEDs studies within the recent 5 years in six journals were included in the investigation. The overall results showed that the prevalence of missing data among SCEDs articles in at least one phase, as at least one data point, was approximately 30%. In addition, the results indicated that the missing data rates were above 10% within most studies where missing data occurred. Although missing data is so common in SCEDs research, only a handful of studies (5%) have handled missing data; however, their methods are traditional. In analyzing SCEDs data, several methods are proposed considering missing data ratios in the literature. Therefore, missing data rates determined in this study results can shed light on the analyses of SCEDs data with proper methods by improving the validity and generalizability of study results.
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