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Data-driven analysis on the performance evaluation of national R&D projects in Korea 韩国国家研发项目绩效评估的数据驱动分析。
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-21 DOI: 10.1016/j.evalprogplan.2023.102383
Heejung Cho , Hyeongjin Ahn , Eunil Park

Research and development (R&D) is a crucial competency in both developing and developed countries. As a result, evaluating the performance of R&D programs has become a significant research topic for academic and governmental researchers. This study aims to investigate the impact of various factors, such as the characteristics of national R&D projects, research stages, technology types, and management institutions, on their performance. Specifically, we focus on identifying key factors that influence the efficiency of national R&D investments in South Korea. To achieve this, we compiled a dataset of 98,224 government-funded R&D projects conducted between 2016 and 2019. The dataset includes information on project characteristics (research stage, technology types, and management institutions) as well as outcomes (patent applications, patent registrations, publications, royalties, and sales). Through factorial Kruskal-Wallis tests, we found that the research stage and technology type significantly affected the project outcomes, while the research stage did not significantly influence royalty and sales amounts. Additionally, our analysis of South Korean research management institutions revealed variations in their overall performance, suggesting differences in management capabilities among institutions. Based on these findings, we provide insights into setting appropriate research goals for each project, considering their unique characteristics. Finally, we discuss the implications and limitations of this study.

研发在发展中国家和发达国家都是至关重要的能力。因此,评估研发项目的绩效已成为学术界和政府研究人员的一个重要研究课题。本研究旨在调查国家研发项目的特点、研究阶段、技术类型和管理机构等各种因素对其绩效的影响。具体而言,我们专注于确定影响韩国国家研发投资效率的关键因素。为了实现这一目标,我们汇编了一个数据集,其中包括2016年至2019年间进行的98224个政府资助的研发项目。数据集包括项目特征(研究阶段、技术类型和管理机构)以及结果(专利申请、专利注册、出版物、版税和销售)的信息。通过因子Kruskal-Wallis检验,我们发现研究阶段和技术类型对项目结果有显著影响,而研究阶段对特许权使用费和销售额没有显著影响。此外,我们对韩国研究管理机构的分析显示,它们的整体表现存在差异,表明各机构的管理能力存在差异。基于这些发现,我们为每个项目设定适当的研究目标提供了见解,考虑到它们的独特特征。最后,我们讨论了本研究的意义和局限性。
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引用次数: 0
Investigating the relationship between participation in the building infrastructure leading to diversity (BUILD) initiative and intent to pursue a science career: A cross-sectional analysis 调查参与导致多样性的基础设施建设(BUILD)倡议与追求科学事业的意图之间的关系:横断面分析。
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-12 DOI: 10.1016/j.evalprogplan.2023.102380
Hector V. Ramos , Krystle P. Cobian , Jayashri Srinivasan , Christina A. Christie , Catherine M. Crespi , Teresa Seeman

This paper presents an analysis of survey data to examine the association between supervised structured mentoring and students’ intent to pursue a career in science. Data were collected from students in the 10 Building Infrastructure Leading to Diversity (BUILD) research training programs, developed through grants from the National Institutes of Health. Propensity score matching and multinomial logistic regression demonstrated that exposure to BUILD programs—meaning participation in undergraduate research, receipt of mentoring from a primary mentor, and/or participation as a funded scholar and/or associate of each BUILD site’s training program—was associated with increased intent to pursue a science career. These findings have implications for STEM program evaluation and practice in higher education.

本文对调查数据进行了分析,以检验有监督的结构化辅导与学生追求科学职业的意愿之间的关系。数据是从美国国立卫生研究院资助的10个基础设施建设促进多样性(BUILD)研究培训项目的学生那里收集的。倾向得分匹配和多项逻辑回归表明,接触BUILD项目,即参与本科生研究、接受主要导师的指导和/或作为资助学者和/或合伙人参与每个BUILD站点的培训项目,与追求科学职业的意愿增加有关。这些发现对STEM项目的评估和高等教育实践具有启示意义。
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引用次数: 0
Exploring power building capacity at the ecosystem level: A case study of a justice-oriented organizational network 探索生态系统层面的权力建设能力:一个以正义为导向的组织网络的案例研究。
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-11 DOI: 10.1016/j.evalprogplan.2023.102381
Daniel J. Fish, Claire Devine, Aisha K. Gilmore, Lisa Angus

Community organizing and base building groups operate as part of a larger ecosystem of organizations, each with complementary capacities necessary to build power and achieve social change. Analytic approaches to assessing power in organizational networks can generate data to inform strategy, identify gaps, and help nurture organizational ecosystems that support communities in building and exercising power. This article uses a network of 43 justice-focused organizations in the Bay Area, California and their 267 reported connections as a case study to assess the feasibility of measuring power building capacities using social network analyses. We evaluated network capacity for different power-building capacities and explored the relationships between organizations’ positions in the network and their access to capacity. We found that justice-focused organizations were more likely than their connections to have mature capacity for creating alliances and coalitions and for research/legal strategies, whereas their connections were more likely to report mature capacity for community organizing. Most participants in the network were connected within one degree to an organization that was mature in organizing and base building. These results highlight the potential to assess community power building capacities within networks of organizations to identify ecosystem strengths and weaknesses and opportunities for strategic development.

社区组织和基地建设团体是一个更大的组织生态系统的一部分,每个组织都具有建设权力和实现社会变革所需的互补能力。评估组织网络中权力的分析方法可以生成数据,为战略提供信息,找出差距,并帮助培育支持社区建设和行使权力的组织生态系统。本文以加利福尼亚州湾区43个以司法为重点的组织网络及其267个报告的联系为案例研究,评估使用社会网络分析衡量权力建设能力的可行性。我们评估了不同电力建设能力的网络能力,并探讨了组织在网络中的地位与其获得能力之间的关系。我们发现,与关系人相比,以司法为重点的组织更有可能拥有建立联盟和联盟以及研究/法律战略的成熟能力,而他们的关系人更有可能报告社区组织的成熟能力。网络中的大多数参与者在一定程度上与组织和基础建设成熟的组织建立了联系。这些结果突出了在组织网络内评估社区能力建设的潜力,以确定生态系统的优势和劣势以及战略发展的机会。
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引用次数: 0
Alliance-building for equity and justice: An inter-organizational perspective 建立公平正义联盟:组织间视角。
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-11 DOI: 10.1016/j.evalprogplan.2023.102382
Krista A. Haapanen , Brian D. Christens , Daniel G. Cooper , Jordan Jurinsky

Cultivating alliances between specific sectors or fields with unrealized synergies is a promising strategy for systems change. Social network analysis is a useful tool for assessing whether such alliances build relationships between these previously disparate organizations. Two waves of valued network data were collected from the members (N = 25) of a justice system reform coalition composed of two types of community-based organizations: those involved in restorative justice practice and those involved in grassroots community organizing. Social network homophily analyses were employed to characterize the impact of alliance participation on relationships over time across three domains: working together, doing impactful work together, and sharing a philosophy about justice system reform. Results indicate marked increases in the prevalence of relationships between restorative justice and community organizing organizations across all domains, with the greatest increases occurring in perceptions of shared philosophy. Network structures at each time point differed by relational domain and organization type. Findings suggest that the alliance strengthened relationships between restorative justice and community organizing organizations, particularly in perceptions of shared philosophy, but that the magnitude of these changes varied depending on pre-existing interorganizational relationships and organization type. Findings challenge the idea that close working relationships between diverse members is critical to coalition effectiveness, pointing instead to the value of ambidextrous networks and alignment in members’ philosophy and vision.

在没有实现协同效应的特定部门或领域之间建立联盟是一种很有前途的制度变革战略。社交网络分析是一个有用的工具,用于评估这种联盟是否在这些以前完全不同的组织之间建立关系。从司法系统改革联盟的成员(N=25)那里收集了两波有价值的网络数据,该联盟由两类社区组织组成:参与恢复性司法实践的组织和参与基层社区组织的组织。社交网络同质性分析被用来描述联盟参与对三个领域关系的影响:合作、共同开展有影响力的工作和分享司法系统改革的哲学。结果表明,恢复性司法和社区组织之间的关系在所有领域都显著增加,其中对共同哲学的看法增加最多。每个时间点的网络结构因关系域和组织类型而异。研究结果表明,该联盟加强了恢复性司法和社区组织之间的关系,特别是在对共同哲学的看法方面,但这些变化的幅度因先前存在的组织间关系和组织类型而异。研究结果对不同成员之间密切的工作关系对联盟有效性至关重要的观点提出了质疑,相反,它指出了双向网络的价值以及成员哲学和愿景的一致性。
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引用次数: 0
Planning traffic surveillance in Spain: How to optimize the management of police resources to reduce road fatalities 规划西班牙的交通监控:如何优化警察资源管理以减少道路死亡人数。
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-10 DOI: 10.1016/j.evalprogplan.2023.102379
José I. Castillo-Manzano, Mercedes Castro-Nuño, Lourdes Lopez-Valpuesta

Although traffic police enforcement is widely recognized as a key action in the road safety field, it can be a costly policy to implement. In addition, governments often impose budget constraints that can limit the resources available for activities such as law enforcement and surveillance. To evaluate the impact of human traffic control resources planning on traffic fatalities on Spanish NUTS-3 regions interurban roads, this paper uses an econometric model to investigate the performance of police enforcement intensity by focusing on two crucial traffic law infractions (i.e., speeding and drunk driving). After controlling for a range of economic, demographic, climate, and risk exposure variables, results highlight the relevance of visible, human, and in-person traffic law enforcement through regular vehicle patrols for reducing traffic crashes, with a non-significant effect of automatic enforcement. Our findings have important implications for traffic police resource management regarding the effective maintenance of patrol cars and plans to digitalize and automatize police administrative tasks and procedures.

尽管交通警察执法被广泛认为是道路安全领域的一项关键行动,但实施这项政策可能代价高昂。此外,政府经常施加预算限制,这可能会限制可用于执法和监视等活动的资源。为了评估人力交通控制资源规划对西班牙NUTS-3地区城际道路交通死亡的影响,本文使用计量经济学模型,通过关注两种关键的交通违法行为(即超速和酒后驾驶),来调查警察执法强度的表现。在控制了一系列经济、人口、气候和风险暴露变量后,结果强调了通过定期车辆巡逻来减少交通事故的可见、人为和面对面交通执法的相关性,而自动执法的效果并不显著。我们的研究结果对交警资源管理、巡逻车的有效维护以及警察行政任务和程序的数字化和自动化计划具有重要意义。
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引用次数: 0
Conditional selection of multifactor evidence for the levels of anaemia among women of reproductive age group 生殖年龄组妇女贫血水平多因素证据的条件选择
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.1016/j.evalprogplan.2023.102344
Pavan Kumar S.T , Biswajit Lahiri

The study aims at ascertaining the conditional selection of key indicators affecting severe, moderate, mild, and no anaemia levels for women of reproductive age in India. The secondary data for levels of anaemia and personal records of individuals collected for India from the 7th phase of District Health Survey program of the United States Agency for International Development data depository. The data was cleaned and summarised using frequency and percentages. Then the variables were tested for association with levels of anaemia using the Chi-square (χ2) test. The multinomial logistic regression model was employed to ascertain the key indicators through a conditional selection of reference categories. Results suggest that severe anaemia was significantly prevalent among women in the reproductive stage, especially among the 15–29 age groups. Secondary and higher education had a negative effect on the severity of severe, moderate, and mild anaemia. The poorest wealth index stratum had higher and more significant severe anaemia, and households with two adults of the opposite sex had a significant negative effect (β = −0.116, OR = 0.89, p < 0.001) on severe anaemia level while having a significant positive effect on moderate and mild anaemia. Rural households were associated negatively and significantly with moderate and mild anaemia, and nuclear household structures had a higher prevalence of severe anaemia. Therefore, these indicators across different levels of anaemia should be considered for a faster rate of reduction at the national level. Despite several initiatives by the public sector, the anaemia level has remained elevated among women of reproductive age. Education, wealth index, age, pregnancy, relationship structure, household structure, and place of residence were found to be key indicators for the level of anaemia. The significant variables will act as a crucial input to formulate cost-effective public interventions and finally encourage the faster reduction of anaemia levels.

该研究旨在确定影响印度育龄妇女严重、中度、轻度和无贫血水平的关键指标的有条件选择。从美国国际开发署第七阶段地区健康调查项目中为印度收集的贫血水平的二级数据和个人记录。使用频率和百分比对数据进行清理和总结。然后使用卡方检验(χ2)检验变量与贫血水平的相关性。采用多项逻辑回归模型,通过有条件地选择参考类别来确定关键指标。结果表明,严重贫血在育龄妇女中非常普遍,尤其是在15-29岁年龄组中。中等和高等教育对严重、中度和轻度贫血的严重程度有负面影响。最贫穷的财富指数阶层患有更高、更严重的严重贫血,有两名异性成年人的家庭对严重贫血水平有显著的负面影响(β=-0.116,OR=0.89,p<;0.001),而对中度和轻度贫血有显著的正面影响。农村家庭与中度和轻度贫血呈显著负相关,核心家庭结构的严重贫血患病率较高。因此,应考虑不同程度贫血的这些指标,以便在国家一级更快地减少贫血。尽管公共部门采取了几项举措,育龄妇女的贫血水平仍然很高。研究发现,教育、财富指数、年龄、怀孕、关系结构、家庭结构和居住地是衡量贫血程度的关键指标。重要变量将成为制定具有成本效益的公共干预措施的关键投入,并最终鼓励更快地降低贫血水平。
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引用次数: 0
Creating a developmental framework for evaluating RRI implementation in research organisations 创建一个发展框架,用于评估研究组织中RRI的实施情况
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.1016/j.evalprogplan.2023.102350
Evanthia Kalpazidou Schmidt

The evaluation of Responsible Research and Innovation (RRI) actions presents important challenges for the key stakeholders engaged in the process of RRI implementation, such as policy makers, programme managers, and researchers. While there is a considerable body of literature on the conceptualization of responsibility in research and a plethora of attempts to practice RRI, there is a need for increased attention to the monitoring and evaluation of case studies of RRI implementations in research organisations, in particular regarding their structural change effects. This paper aims to discuss a contextualised developmental framework for evaluating RRI implementation in research organisations, with a specific focus on achieving structural change through tailor-made action plans. The framework, developed through RRI evaluation work in the field of biosciences, adopts a systemic and process-oriented perspective, encompassing participatory, anticipatory, reflexive, and responsive dimensions. Concrete empirical examples from bioscience organizations are provided to illustrate how the framework relates to specific conditions, experiences, and solutions, demonstrating how conceptual insights have emerged from real-life practices and data analysis. While the framework was initially customized for the specific contexts of six bioscience research organizations, it holds potential for broader relevance and applicability in addressing challenges related to RRI design, implementation, and evaluation.

对负责任研究与创新行动的评估对参与负责任研究和创新实施过程的关键利益攸关方,如决策者、项目经理和研究人员提出了重要挑战。尽管有大量关于研究中责任概念化的文献,以及大量实践RRI的尝试,但有必要更多地关注研究组织中RRI实施的案例研究的监测和评估,特别是其结构变化影响。本文旨在讨论一个情境化的发展框架,用于评估研究组织中RRI的实施情况,特别关注通过量身定制的行动计划实现结构变革。该框架是通过生物科学领域的RRI评估工作制定的,采用了系统和面向过程的视角,包括参与性、预期性、反射性和响应性维度。提供了来自生物科学组织的具体经验示例,以说明该框架如何与特定条件、经验和解决方案相关,展示了概念见解是如何从现实生活中的实践和数据分析中产生的。虽然该框架最初是针对六个生物科学研究组织的具体情况定制的,但它在应对与RRI设计、实施和评估相关的挑战方面具有更广泛的相关性和适用性。
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引用次数: 1
Estimation of service length with the machine learning algorithms and neural networks for patients who receiving home health care 使用机器学习算法和神经网络估计接受家庭医疗服务的患者的服务长度
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.1016/j.evalprogplan.2023.102324
Nurettin Menteş , Mehmet Aziz Çakmak , Mehmet Emin Kurt

The main purpose of the study is to develop an estimation model using machine learning algorithms and to ensure the effective and efficient implementation of home health care service planning in hospitals with these algorithms. The necessary approvals for the study were obtained. The data set was created by obtaining patient data (except for data such as Turkish Republic identification number) from 14 hospitals providing Home Health Care Services in the city of Diyarbakır. The data set was subjected to necessary pre-processing and descriptive statistics were applied. For the estimation model, Decision Tree, Random Forest and Multi-layer Perceptron Neural Network algorithms were used. It was found that the number of days of home health care service, which the patients received, varied depending on their age and gender. It was observed that the patients were generally in the disease groups that required Physiotherapy and Rehabilitation treatments. It was determined that the length of service for patients can be predicted with a high reliability rate (Multi-Layer Model Acc: 90.4%, Decision Tree Model Acc: 86.4%, Random Forest Model Acc: 88.5%) using machine learning algorithms. In the light of the findings and data patterns obtained in the study, it is thought that effective and efficient planning will be made in terms of health management. In addition, it is believed that estimating the average length of service for patients will contribute to strategic planning of human resources for health, and to reducing medical consumables, drugs and hospital expenses.

本研究的主要目的是使用机器学习算法开发一个估计模型,并确保使用这些算法在医院有效实施家庭医疗服务规划。该研究获得了必要的批准。该数据集是通过从迪亚巴克尔市14家提供家庭医疗服务的医院获得患者数据(土耳其共和国身份证号码等数据除外)创建的。对数据集进行了必要的预处理,并应用了描述性统计。对于估计模型,使用了决策树、随机森林和多层感知器神经网络算法。研究发现,患者接受家庭医疗服务的天数因年龄和性别而异。据观察,患者通常属于需要物理治疗和康复治疗的疾病组。已经确定,使用机器学习算法可以以高可靠性率(多层模型Acc:90.4%,决策树模型Acc:86.4%,随机森林模型Acc88.5%)预测患者的服务年限。根据研究结果和数据模式,人们认为将在健康管理方面制定有效和高效的规划。此外,据信,估计患者的平均服务年限将有助于卫生人力资源的战略规划,并有助于减少医疗耗材、药品和医院费用。
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引用次数: 0
Experiences in the application of logic models in the context of workplace health promotion – A focus group discussion 逻辑模型在工作场所健康促进中的应用经验——焦点小组讨论
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.1016/j.evalprogplan.2023.102347
Madeleine Gernert , André Arik Schuber , Andrea Schaller

Gathering evidence on complex workplace health promotion interventions faces methodological challenges. Therefore, the application of logic models as a theory of change is recommended to support outcome and process evaluations. The present study explores challenges and opportunities of applying logic models in application-oriented intervention research on workplace health promotion. A focus group (n = 6), consisting of scientists and workplace health promotion practitioners, was conducted using a semi-structured interview guide. The recorded qualitative data were transcribed and analysed using the structuring content analysis method. According to the focus group, logic models provide several opportunities for planning and evaluating complex workplace health promotion interventions. Logic models support the communication between science and practice, and have benefits for the provider of workplace health promotion interventions. The main challenges in working with logic models were dealing with the complex and constantly developing intervention and with the derivation and implementation of reasonable evaluation methods. The focus group exposed repeated application and a shared understanding between stakeholders as facilitators for working with logic models. In conclusion, at the science-practice interface, logic models could enhance the integrative understanding and the further development of evidence-based workplace health promotion.

收集关于复杂的工作场所健康促进干预措施的证据面临方法上的挑战。因此,建议将逻辑模型作为一种变革理论加以应用,以支持结果和过程评估。本研究探讨了在工作场所健康促进的应用型干预研究中应用逻辑模型的挑战和机遇。一个由科学家和工作场所健康促进从业者组成的焦点小组(n=6)使用半结构化访谈指南进行。使用结构化内容分析方法对记录的定性数据进行转录和分析。根据焦点小组的说法,逻辑模型为规划和评估复杂的工作场所健康促进干预措施提供了一些机会。逻辑模型支持科学与实践之间的沟通,并有利于工作场所健康促进干预措施的提供者。使用逻辑模型的主要挑战是处理复杂且不断发展的干预措施,以及合理评估方法的推导和实施。焦点小组展示了利益相关者作为逻辑模型工作促进者的反复应用和共同理解。总之,在科学与实践的界面上,逻辑模型可以增强对循证工作场所健康促进的综合理解和进一步发展。
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引用次数: 0
Capitalization of experience of physical activity resumption programs: Lessons learned for adherence and post-program referral 体育活动恢复计划经验的资本化:坚持和项目后推荐的经验教训
IF 1.6 4区 社会学 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.1016/j.evalprogplan.2023.102349
Olivier Riquier , Aurélie Van Hoye , Anne Vuillemin

The benefits of physical activity (PA) in managing chronic diseases are largely demonstrated. To encourage a sustainable PA practice for inactive patients with chronic diseases, France has recently implemented PA resumption programs, in which patients can participate with a medical prescription but which are time-limited. In the literature, the effectiveness of those exercise referral schemes to foster sustainable PA practice is still mixed. The present study aims at capitalizing the experience of eight resumption programs to understand what makes the programs work, adherence mechanisms and the post-program referral scheme. Questionnaires and semi-structured interviews informed those intervention mechanisms analysed using thematic analysis. This study provides insights into expertize in patient management among these programs, currently due to key findings as the employment of adapted PA teachers, their training and the use of mechanisms for program adherence (practice conditions, emphasize progress and feelings generated by exercise, the relational and social aspect of practice). Other key findings are a lack of clarity in program objectives which is an area of improvement, and a broad diversity of referral (transmitting contact details, contacting the club, intervention of a third-party association or physical presence) that need further exploration.

体育活动(PA)在治疗慢性病方面的益处已在很大程度上得到证明。为了鼓励慢性病非活动患者进行可持续的PA实践,法国最近实施了PA恢复计划,患者可以凭处方参加,但有时间限制。在文献中,这些促进可持续PA实践的实践推荐计划的有效性仍然参差不齐。本研究旨在利用八个复学项目的经验,了解是什么使这些项目发挥作用,坚持机制和项目后转介计划。问卷调查和半结构化访谈为使用专题分析分析的干预机制提供了信息。这项研究为这些项目中的患者管理专业化提供了见解,目前的主要发现是雇佣了适应的PA教师,他们的培训和项目遵守机制的使用(实践条件,强调锻炼产生的进步和感受,实践的关系和社会方面)。其他关键发现是项目目标缺乏明确性,这是一个需要改进的领域,以及需要进一步探索的广泛多样的推荐(传递联系方式、联系俱乐部、第三方协会或实体存在的干预)。
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引用次数: 0
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