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Pattern Identification Using Fuzzy Cluster Analysis and Latent Class Analysis: A Case Study in Perú 利用模糊聚类分析和潜在类分析进行模式识别:秘鲁案例研究
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0111
Jorge Chue Gallardo, César Higinio Menacho Chiock, Jesús Walter Salinas Flores, Iván Dennys Soto Rodríguez, Raphael Félix Valencia Chacón, Rino Nicanor Sotomayor Ruiz, Fernando René Rosas Villena, Frida Rosa Coaquira Nina
The Demographic and Family Health Survey (ENDES) conducted by the National Institute of Statistics and Informatics (INEI) in Peru provides data on fertility and health. The ENDES 2020 report, based on 35,847 surveyed households, undergoes descriptive statistical analysis with the aim of identifying patterns to enhance social conditions. Techniques such as Fuzzy C-Means and Latent Classes, previously applied in various contexts, are employed. Correlation analysis using the R polycor package highlights significant relationships, leading to the exclusion of certain numeric variables in fuzzy clustering due to strong correlations. Random sampling is applied to address the data volume. Three clusters are determined through kmeans clustering, silhouette, Elbow, and Clara methods, assessing their fuzziness with the Dunn's Fuzziness Coefficient. Pattern identification reveals significant differences in family relationships, gender, education, and health insurance among the clusters. The widespread lack of health insurance, particularly ESSALUD/IPSS, stands out as a common issue. Fuzzy clustering and latent class analysis techniques provide groupings with variations in sizes and compositions.   Received: 20 March 2024 / Accepted: 28 June 2024 / Published: 02 July 2024
秘鲁国家统计和信息研究所(INEI)开展的人口与家庭健康调查(ENDES)提供了有关生育和健康的数据。ENDES 2020 报告以 35 847 个接受调查的家庭为基础,进行了描述性统计分析,目的是找出改善社会状况的模式。分析中采用了模糊 C-Means 和潜类等技术,这些技术以前曾在各种情况下应用过。使用 R polycor 软件包进行的相关性分析凸显了重要的关系,由于相关性很强,在模糊聚类中排除了某些数字变量。随机抽样用于处理数据量。通过 kmeans 聚类、剪影法、Elbow 法和克拉拉法确定了三个聚类,并用邓恩模糊系数评估了它们的模糊性。模式识别显示,各聚类之间在家庭关系、性别、教育程度和医疗保险方面存在显著差异。普遍缺乏医疗保险,特别是 ESSALUD/IPSS 是一个突出的共同问题。模糊聚类和潜类分析技术提供了在规模和组成方面存在差异的分组。 收到:2024 年 3 月 20 日 / 接受:2024 年 6 月 28 日 / 发表:2024 年 7 月 2 日
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引用次数: 0
Psychometric Properties of the Internalized Homonegativity Scale in Adults 成人内化同一性量表的心理计量特性
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0100
Richard Irvin Salirrosas-Cabada, Neyda Thaly Mallqui-Olivares, V. Vera-Calmet
The main objective was to know the evidence of validity and reliability of the Internalized Homonegativity Scale. This theory is based on the stress of sexual minorities, which focuses on the psychological affectations of minority groups based on discrimination, prejudice and stigma. A total of 313 persons between the ages of 18 and 49 years were evaluated. The content validity, factor analysis and reliability were assessed. The content validity, to which it was subjected, yielded acceptable values. The CFA allowed maintaining the trifactorial structure and a McDonald coefficient of .84 was obtained for the general scale. Likewise, the Wagnild & Young Resilience Scale was used to determine the validity in relation to other variables and presents an inverse relationship of small magnitude. The study shows that the IHS has adequate psychometric properties, evidencing its usefulness for the measurement of internalized homonegativity.   Received: 4 January 2024 / Accepted: 21 June 2024 / Published: 02 July 2024
主要目的是了解内化同性恋倾向量表的有效性和可靠性。该理论以性少数群体的压力为基础,关注少数群体因歧视、偏见和耻辱而产生的心理影响。共对 313 名 18 至 49 岁的人进行了评估。对内容有效性、因素分析和可靠性进行了评估。其内容效度得出了可接受的数值。通过因素分析,保持了三因素结构,一般量表的麦克唐纳系数为 0.84。同样,Wagnild & Young 抗逆力量表也被用来确定与其他变量的相关有效性,并呈现出一种幅度较小的反向关系。这项研究表明,IHS 具有充分的心理测量特性,证明了它在测量内化同态性方面的实用性。 收到:2024 年 1 月 4 日 / 接受:2024 年 6 月 21 日 / 发表:2024 年 7 月 2 日
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引用次数: 0
Coherence in Ibn Zaydu:n’s Prison Poetry: A Performative-Stylistic Reading of the Si:niyya Ibn Zaydu:n 监狱诗歌中的一致性:对《Si:niyya》的表演-文体解读
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0109
M. Alhourani, Elham Hussein, Fatima Muhaidat, Nahla Alshalabi, Mohammed Abou Adel
This study of Ibn Zaydu:n’s Si:niyya contributes to the numerous attempts that have been carried out over the last two decades to analyze the classical Arabic qasi:da using recent criticism. Through a performative-stylistic reading and an in-depth analysis of the poem in the context of Ibn Zaydu:n’s prison experience, the study shows that the poem is thematically, structurally, psychologically, and spiritually unified. The Si:niyya is typically classified as a poem of beseech, which has a clear function: to secure the release of Ibn Zaydu:n from prison. This function operates as a unifying string that brings the various units and elements of the poem together. This study also illustrates that, at a thematic and stylistic level, Ibn Zaydu:n has succeeded in maintaining a delicate balance between preserving his dignity while asking his friend to intervene on his behalf. Rhythmically, however, the poem betrays the poet’s deep sense of insecurity and resentment.    Received: 20 March 2024 / Accepted: 6 June 2024 / Published: 02 July 2024
伊本-扎伊杜恩的《Si:niyya》一诗的研究为过去二十年来利用最新评论分析阿拉伯古典诗歌《qasi:da》的众多尝试做出了贡献。通过对伊本-扎伊杜恩的监狱经历进行表演风格的解读和对诗歌的深入分析,研究表明这首诗在主题、结构、心理和精神上是统一的。Si:niyya 通常被归类为一首乞求之诗,它有一个明确的功能:确保伊本-扎伊杜恩从狱中获释。这一功能就像一根统一的弦,将诗歌的各个单元和元素联系在一起。本研究还表明,在主题和风格层面上,伊本-扎伊杜恩成功地在维护自己的尊严与请求朋友为自己出面干预之间保持了微妙的平衡。然而,从节奏上看,这首诗透露出诗人深深的不安全感和怨恨。 收到:收到:2024 年 3 月 20 日 / 接受:2024 年 6 月 6 日 / 发表:2024 年 2 月 2 日2024 年 6 月 6 日 / 发表:2024 年 7 月 2 日
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引用次数: 0
A 360 View to Academic Program Reviews 学术项目审查的 360 度视角
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0119
Maytha Al-Ali
This paper presents key findings from a study conducted with several universities in the GCC region regarding their approach and use of e-Assessment within their learning environments. The study identifies key factors that could impact the use and quality of e-Assessment, and describe how those factors could influence forming a consistent and effective approach to employ a long-term e-Assessment approach.   Data was collected from several higher education institutions in the GCC region, using an online survey, in-depth interviews with academic administrators, and direct observation. The study identifies six critical factors that may have a direct or indirect impact on forming a consistent and effective approach to employ a long-term e-Assessment approach. Moreover, the study reveals a strong correlation between e-Assessment quality, and the centralization of e-Assessment strategy, e-Assessment administration, and e-Assessment Technology.    Received: 3 March 2024 / Accepted: 29 June 2024 / Published: 02 July 2024
本文介绍了对海湾合作委员会(GCC)地区几所大学在其学习环境中使用电子评估的方法进行研究的主要结果。该研究确定了可能影响电子评估的使用和质量的关键因素,并描述了这些因素如何影响形成一种长期有效的电子评估方法。 通过在线调查、对学术管理人员的深入访谈和直接观察,从海湾合作委员会地区的几所高等教育机构收集了数据。研究确定了六个关键因素,这些因素可能会直接或间接地影响长期电子评估方法的形成。此外,研究还揭示了电子评估质量与电子评估战略集中化、电子评估管理和电子评估技术之间的密切联系。 收到:接收:2024 年 3 月 3 日 / 接受:2024 年 6 月 29 日 / 发表:2024 年 7 月 2 日
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引用次数: 0
The Instrumentalization of Cultural Heritage in Ceausescu’s Romania 齐奥塞斯库时期罗马尼亚文化遗产的工具化
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0095
Alin Rus
This article analyzes the heritagisation policies and the instrumentalization of cultural heritage by Ceausescu's regime for political purposes. I argue that Ceausescu’s political regime was neopatrimonial, a system where rules took place within the framework of legal bureaucracy of a modern state in which formal structures and rules did exist, although in practice, the separation of the private and public sphere was not always observed. This system was characterized by insecurity about the behavior and role of state institutions, but primarily the actions of the supreme leader that were erratic and unpredictable. In this regime, the rural cultural heritage was used for political-ideological purposes, in close connection with the cult of the personality of the supreme leader. In this context, the heritigisation of folk creations such as folk plays did not mean the preservation of these rural cultural forms under threat in a society undergoing major economic and social transformations that imperiled traditional community life. Instead, it was a form of symbolic political manipulation used to acquire political legitimacy.  Received: 17 January 2024 / Accepted: 29 May 2024 / Published: 02 July 2024
本文分析了齐奥塞斯库政权的遗产化政策以及出于政治目的对文化遗产的利用。我认为,齐奥塞斯库的政治体制是新世袭制,是一种在现代国家的法律官僚框架内制定规则的体制,其中确实存在正式的结构和规则,尽管在实践中,私人领域和公共领域的分离并不总是得到遵守。这种制度的特点是对国家机构的行为和作用缺乏安全感,但主要是最高领导人的行动反复无常、难以预测。在这种体制下,农村文化遗产被用于政治意识形态目的,与最高领导人的个人崇拜密切相关。在这种情况下,民间戏剧等民间创作的遗产化并不意味着要保护这些在经历重大经济和社会变革、危及传统社区生活的社会中受到威胁的农村文化形式。相反,这是一种象征性的政治操纵形式,用来获取政治合法性。 收到:收到:2024 年 1 月 17 日 / 接受:2024 年 5 月 29 日 / 发表:2024 年 7 月 2 日
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引用次数: 0
Dynamic Retention Strategies for Mitigating Health Workers Brain Drain 缓解卫生工作者人才流失的动态留用战略
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0110
Ugochukwu D. Abasilim, Esther E. Obozekhai
The departure of skilled health workers from Sub-Saharan Africa, Asia, and the Pacific poses a significant challenge for the global health workforce, exacerbating healthcare accessibility issues, labour shortages, and vulnerabilities within healthcare systems worldwide. This study aims to identify brain drain drivers and propose dynamic retention strategies tailored to the unique circumstances of each region, relying solely on secondary data. Drawing upon the Push-Pull and Social Exchange Theory frameworks, the study reviews existing literature, and it was revealed that there is an interplay of push factors, such as low pay, limited professional development opportunities, and challenging working conditions, alongside pull factors, including better income prospects and career advancement opportunities. This study advocates for dynamic retention strategies like enhancing employee engagement, implementing flexible work arrangements, promoting work-life balance, offering competitive compensation, facilitating professional development, and fostering supportive work environments tailored to each region's circumstances were imperative to mitigate the health workers brain drain syndrome. It also suggests the importance of strategic, context-specific interventions in mitigating brain drain and ensuring sustainable healthcare delivery worldwide and ongoing research and evaluation to assess their effectiveness. This can be achieved through collaborative efforts of stakeholders towards safeguarding the global health workforce and promoting equitable access to healthcare services for all.   Received: 10 February 2024 / Accepted: 25 June 2024 / Published: 02 July 2024
撒哈拉以南非洲、亚洲和太平洋地区技术熟练的卫生工作者的离开对全球卫生工作者队伍构成了重大挑战,加剧了医疗保健的可及性问题、劳动力短缺以及全球医疗保健系统的脆弱性。本研究旨在确定人才流失的驱动因素,并根据每个地区的独特情况提出动态的人才留用策略,研究完全依赖于二手数据。本研究借鉴推拉理论和社会交换理论框架,对现有文献进行了回顾,结果发现,低薪、专业发展机会有限、工作条件具有挑战性等 "推 "的因素与更好的收入前景和职业晋升机会等 "拉 "的因素相互作用。本研究提倡采取动态的留住人才战略,如提高员工参与度、实施灵活的工作安排、促进工作与生活的平衡、提供有竞争力的薪酬、促进专业发展以及营造适合各地区情况的支持性工作环境,这些都是缓解卫生工作者人才流失综合症的当务之急。研究还表明,必须根据具体情况采取战略性干预措施,以减少人才流失,确保在全球范围内提供可持续的医疗保健服务,并不断开展研究和评估,以评估其有效性。这可以通过利益相关者的共同努力来实现,以保障全球医疗卫生人才队伍的安全,并促进所有人公平地获得医疗卫生服务。 收到:接收:2024 年 2 月 10 日 / 接受:2024 年 6 月 25 日 / 发表:2024 年 7 月 2 日
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引用次数: 0
The Nature of Preparatory Actions and Their Role in Committing Criminal Offenses in the Republic of Albania 阿尔巴尼亚共和国准备行动的性质及其在实施刑事犯罪中的作用
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0112
Genada Taho, Ela Kerka Podgorica
Generally, criminal offense is not consummated by being implemented as if by magic. It is undoubtedly the result of a long process of reflection, efforts, and escalated feedback. The awareness of criminal offense or the entire process in which the full realization of the it passes, is carried out in several stages. Some authors think that preliminary criminal activity is characterized by three stages while there are also other authors who accept only two stages of carrying out the preliminary criminal activity, which are; preparation and attempt to commit the criminal offense. The stages in which the criminal offense is actually carried out are, the birth of the criminal thought; the emergence of the thought; the decision to commit the criminal offense; the preparatory actions which are taken in order to successfully commit the criminal offense; the beginning of the execution of the criminal offense which can attempt to commit it "delictum consummatum", remains. Between the birth of the thought to commit a criminal offense and the completed of it, there is a series of intermediate acts. One of these phases is characterized by what are known in criminal law doctrine as preparatory actions. The meaning and nature of these acts are of theoretical and practical importance. Firstly to correctly distinguish the legal moments that follow the preparatory acts, secondly to avoid possible mistakes in the legal definition of the criminal offense and thirdly for the accurate requirement of the criminal sanction.    Received: 4 April 2024 / Accepted: 30 June 2024 / Published: 02 July 2024
一般来说,刑事犯罪的完成并不是像变魔术一样实施的。它无疑是一个长期反思、努力和反馈升级过程的结果。对刑事犯罪的认识或其完全实现的整个过程是分几个阶段进行的。一些学者认为初步犯罪活动有三个阶段,而另一些学者则认为初步犯罪活动只有两个阶段,即准备和企图实施犯罪。实际实施刑事犯罪的阶段包括:犯罪念头的产生;犯罪念头的出现;实施刑事犯罪的决定;为成功实施刑事犯罪而采取的准备行动;开始实施刑事犯罪,即 "delictum consummatum"(未遂)。从萌生实施刑事犯罪的念头到完成犯罪,中间会有一系列的中间行为。其中一个阶段的特点是刑法理论中所谓的预备行为。这些行为的含义和性质具有重要的理论和实践意义。首先,可以正确区分预备行为之后的法律时刻;其次,可以避免在刑事犯罪的法律定义上可能出现的错误;第三,可以准确规定刑事制裁。 收到:2024 年 4 月 4 日 / 已接受:2024 年 6 月 30 日 / 出版:2024 年 7 月 2 日
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引用次数: 0
Happiness in Organizations and its Effect on the Culture of Entrepreneurship in Students of a University, Lambayeque Region, 2022 组织中的幸福感及其对一所大学学生创业文化的影响,兰巴耶克地区,2022 年
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0102
Martín Alexander Ríos Cubas, Rosario Violeta Grijalva-Salazar, Eveling Balcazar Paiva, Cesar Ricardo Rocero Salazar
The title of the thesis Happiness in organizations as a tool in the culture of entrepreneurship in students of the university, Lambayeque region, 2021, has obtained a main objective To determine the effect of Happiness affects in organizations in the culture of entrepreneurship in students of a university, Lambayeque region, 2021. Likewise, this study has been developed in a quantitative approach, of a descriptive - explanatory level and non-experimental design and to test the hypothesis of this study, a survey is conducted. Its population is made up of the students of the university of the Lambayeque region, being these 30 in total, therefore a census sampling is determined in which the population is equal to the sample. A data collection instrument called a questionnaire was applied to these students to measure happiness in organizations and the culture of entrepreneurship and to determine that they are reliable and valid. Similarly, the statistical system called SPSS Vs. 26 was used, which allowed a very detailed analysis of results. Therefore, it is concluded that the independent variable happiness in organizations affects the dependent variable entrepreneurship culture in the university, Lambayeque region, 2021, thanks to the correlation coefficient Rho Spearman = 0.876, independent variable and 0.953 for the dependent variable, which allows giving a strong incidence between both variables, in the same way a significance of less than p value 0.05 was obtained.   Received: 23 July 2023 / Accepted: 23 June 2024 / Published: 02 July 2024
本论文的题目是 "组织中的幸福感作为大学学生创业文化的工具",兰巴耶克地区,2021 年,论文的主要目标是确定 "组织中的幸福感对大学学生创业文化的影响",兰巴耶克地区,2021 年。同样,本研究也采用了定量方法、描述性-解释性水平和非实验设计,为检验本研究的假设,进行了一项调查。调查对象是兰巴耶克地区大学的学生,共计 30 人,因此采用了人口普查抽样法,人口与样本相等。对这些学生使用了一种名为调查问卷的数据收集工具,以衡量他们在组织中的幸福感和创业文化,并确定它们的可靠性和有效性。同样,还使用了名为 SPSS Vs. 26 的统计系统,对结果进行了非常详细的分析。因此,得出的结论是,自变量 "组织中的幸福感 "影响因变量 "大学创业文化",兰巴耶克地区,2021 年,由于自变量的相关系数 Rho Spearman = 0.876,因变量的相关系数 Rho Spearman = 0.953,这使得两个变量之间具有很强的相关性,并以同样的方式获得了小于 p 值 0.05 的显著性。 收到:接收:2023 年 7 月 23 日 / 接受:2024 年 6 月 23 日 / 发表:2024 年 7 月 2 日
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引用次数: 0
Role of Rule of Law in the Renewal Energy Transition in Saudi Arabia: A Review and Analysis 法治在沙特阿拉伯新能源转型中的作用:回顾与分析
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0108
Haider Mahmood, Shafiqul Hassan, Rehana Parveen, Muhammad Tanveer
The effectiveness of the rule of law and general institutional quality are critical for encouraging Renewable Energy Consumption (REC), which facilitates the Renewable Energy Transition (RET). This concept is empirically tested in Saudi Arabia, using data spanning 1996–2022. Our findings show that there are substantial long- and short-term correlations within the model, demonstrating a positive association between RET and all evaluated variables of institutional quality. The long-term favorable impact of the rule of law is also remarkable, implying that reforms in legal and regulatory frameworks could result in an instant boost in RET. Similarly, control of corruption, as well as voice and accountability, have positive long- and short-term impacts. However, our data shows that economic growth has no substantial impact on RET. As a result, we urge that the Saudi economy emphasize efforts to improve institutional quality as a means of advancing the Renewable Energy Transition agenda. Strengthening the rule of law, reducing corruption, and increasing voice and accountability procedures can all contribute to the development of renewable energy in Saudi Arabia, propelling the country toward a more sustainable energy future.    Received: 14 February 2024 / Accepted: 30 April 2024 / Published: 02 July 2024
法治的有效性和总体制度质量对于鼓励可再生能源消费(REC)至关重要,而可再生能源消费又促进了可再生能源转型(RET)。我们利用 1996-2022 年的数据,在沙特阿拉伯对这一概念进行了实证检验。我们的研究结果表明,模型中存在大量的长期和短期相关性,表明 RET 与所有制度质量评估变量之间存在正相关。法治的长期有利影响也非常显著,这意味着法律和监管框架的改革可以立即提高 RET。同样,控制腐败以及发言权和问责制也有长期和短期的积极影响。然而,我们的数据显示,经济增长对可再生能源技术没有实质性影响。因此,我们敦促沙特经济部门重视提高制度质量的工作,将其作为推进可再生能源转型议程的一种手段。加强法治、减少腐败、提高发言权和问责程序都有助于沙特阿拉伯可再生能源的发展,推动该国走向更加可持续的能源未来。 收到:2024 年 2 月 14 日 / 已接受:2024 年 4 月 30 日 / 发表:2024 年 7 月 2 日
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引用次数: 0
Unveiling the Enigma: Empowering Citizen Engagement in Decision-Making Deciphering Albania's Case 揭开谜底:增强公民参与决策的能力 解读阿尔巴尼亚案例
Q2 Arts and Humanities Pub Date : 2024-07-02 DOI: 10.36941/ajis-2024-0116
Oriona Muçollari, Besnik Çerekja, Kelmend Nezha
This article aims to fill the gap and analyze citizen involvement in developing and transitional democracy, focusing specifically on Albania, a country in the Western Balkans. The objective of this article is to examine the models, trends, obstacles and opportunities offered by citizen participation, as well as to evaluate the determinant factors and their impact on the transformative processes of democratization and the fragile development of Albania. The article explores the participation of citizens in the decision-making process, and their role in policy-making and democratic decision-making and tries to understand how citizens can be more actively involved in the decision-making process and how this involvement can increase the legitimacy and effectiveness of policies. In this study, we use qualitative and quantitative methods to analyze existing practices of citizen involvement in the decision-making process at different levels of local and central government. We focus on the tools and mechanisms that can be used to encourage the involvement of citizens in the decision-making process. The results of this study aim to provide recommendations for policymakers and practitioners at different levels of government to improve the involvement of citizens in the process of decision-making. In conclusion, through these recommendations, we aim to help increase transparency, responsibility and legitimacy of decision-making processes and create an environment where citizens feel involved and heard in decision-making that affects life.   Received: 8 March 2024 / Accepted: 13 June 2024 / Published: 02 July 2024
本文旨在填补这一空白,分析公民参与发展中和转型期民主的情况,特别关注西巴尔干国家阿尔巴尼亚。本文旨在研究公民参与的模式、趋势、障碍和机遇,评估决定因素及其对阿尔巴尼亚民主化转型进程和脆弱发展的影响。文章探讨了公民参与决策过程及其在政策制定和民主决策中的作用,并试图了解公民如何更积极地参与决策过程,以及这种参与如何提高政策的合法性和有效性。在本研究中,我们采用定性和定量的方法来分析公民参与地方和中央各级政府决策过程的现有做法。我们重点关注可用于鼓励公民参与决策过程的工具和机制。本研究的结果旨在为各级政府的决策者和实践者提供建议,以改善公民参与决策过程的情况。总之,通过这些建议,我们旨在帮助提高决策过程的透明度、责任感和合法性,并创造一种环境,让公民在影响生活的决策中感受到参与和倾听。 收到:2024 年 3 月 8 日 / 接受2024 年 6 月 13 日 / 发表:2024 年 7 月 2 日
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引用次数: 0
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