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Improved Fingerprint-Based Localization Based on Sequential Hybridization of Clustering Algorithms 基于聚类算法顺序混合的改进型指纹定位系统
Q1 Multidisciplinary Pub Date : 2024-04-01 DOI: 10.28991/esj-2024-08-02-02
A. Yaro, Filip Malý, Pavel Prazak, Karel Malý
The localization accuracy of a fingerprint-based localization system is dependent on several factors, one of which is the accuracy and efficiency at which the fingerprint database is clustered. Most highly efficient and accurate clustering algorithms have high time-dependent computational complexity (CC), which tends to limit their practical applicability. A technique that has yet to be explored is the sequential hybridization of multiple low-time CC clustering algorithms to produce a single moderate-time CC clustering algorithm with high localization accuracy. As a result, this paper proposes a clustering algorithm with a moderate time CC that is based on the sequential hybridization of the closest access point (CAP) and improved k-means clustering algorithms. The performance of the proposed sequential hybrid clustering algorithm is determined and compared to the modified affinity propagation clustering (m-APC), fuzzy c-mean (FCM), and 2-CAP algorithms presented in earlier research works using four experimentally generated and publicly available fingerprint databases. The performance metrics considered for the comparisons are the position root mean square error (RMSE) and clustering time based on big O notation. The simulation results show that the proposed sequential hybrid clustering algorithm has improved localization accuracy with position RMSEs of about 54%, 77%, and 52%, respectively, higher than those of the m-APC, FCM, and 2-CAP algorithms. In terms of clustering time, it is 99% and 79% faster than the m-APC and FCM algorithms, respectively, but 90% slower than the 2-CAP algorithm. The results have shown that it is possible to develop a clustering algorithm that has a moderate clustering time with very high localization accuracy through sequential hybridization of multiple clustering algorithms that have a low clustering time with poor localization accuracy. Doi: 10.28991/ESJ-2024-08-02-02 Full Text: PDF
基于指纹的定位系统的定位精度取决于多个因素,其中之一是指纹数据库聚类的精度和效率。大多数高效准确的聚类算法都具有较高的随时间变化的计算复杂度(CC),这往往会限制其实际应用性。一种尚待探索的技术是将多种低时间计算复杂度聚类算法进行有序混合,从而产生一种具有高定位精度的中等时间计算复杂度聚类算法。因此,本文提出了一种具有中等时间 CC 的聚类算法,该算法基于最近接入点(CAP)和改进的 k-means 聚类算法的顺序混合。本文使用四个实验生成的公开指纹数据库,确定了所提出的顺序混合聚类算法的性能,并将其与早期研究中提出的修正亲和传播聚类(m-APC)、模糊 c-mean (FCM)和 2-CAP 算法进行了比较。比较所考虑的性能指标是位置均方根误差(RMSE)和基于大 O 符号的聚类时间。仿真结果表明,所提出的顺序混合聚类算法提高了定位精度,其位置均方根误差分别比 m-APC、FCM 和 2-CAP 算法高出约 54%、77% 和 52%。在聚类时间方面,它比 m-APC 算法和 FCM 算法分别快 99% 和 79%,但比 2-CAP 算法慢 90%。结果表明,通过对聚类时间短、定位精度差的多种聚类算法进行有序杂交,可以开发出聚类时间适中、定位精度极高的聚类算法。Doi: 10.28991/ESJ-2024-08-02-02 全文:PDF
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引用次数: 0
New Economic Model and Conceptual Directions for Increasing Russia’s Regional Budgets Sustainability 提高俄罗斯地区预算可持续性的新经济模式和概念方向
Q1 Multidisciplinary Pub Date : 2024-04-01 DOI: 10.28991/esj-2024-08-02-015
M. Vasyunina, Mikhail Kosov, O. Gorlova, Andrey Masterov, Khongor Zambaev, Elena Safronova, N. Shmigol
Objectives: This research aims to develop a new economic model and conceptual directions for increasing the sustainability of regional budgets in the Russian Federation. Methods: The research methodology is based on empirical methods (data collection, study, and comparison), methods of synthesizing theoretical and practical material, and mathematical and statistical analyses. When processing information, methods of systematization and grouping were used. The budgets of the constituent entities of the Russian Federation (BCERF) are the object of this study. The authors proposed grouping and revealed the consequences of the factor actions for the regions, leading to a reduction in income, an increase in the expenses of the BSRF, the need for government borrowing, etc. Findings: Conceptual directions for increasing the sustainability of regional budgets in the Russian Federation were proposed, such as eliminating the practice of subsidies in areas not defined by regulatory legal acts and improving the methodology for distributing subsidies for fiscal equalization, aimed at reducing the risks of underfinancing the expenditure obligations of a constituent entity of the Russian Federation (CERF). Novelty: The scientific novelty of this research includes the presentation of more effective mechanisms for controlling budgetary reserves and increasing the sustainability of regional budgets. Doi: 10.28991/ESJ-2024-08-02-015 Full Text: PDF
研究目的本研究旨在为提高俄罗斯联邦地区预算的可持续性制定新的经济模型和概念方向。研究方法:研究方法基于实证方法(数据收集、研究和比较)、理论和实践材料综合方法以及数理统计分析。在处理信息时,采用了系统化和分组的方法。俄罗斯联邦各主体(BCERF)的预算是本研究的对象。作者提出了分组建议,并揭示了因素行动对各地区造成的后果,导致收入减少、俄罗斯联邦主体预算支出增加、政府需要借贷等。研究结果:提出了提高俄罗斯联邦地区预算可持续性的概念性方向,如取消在规范性法案未界定的领域提供补贴的做法,改进财政均衡补贴的分配方法,旨在降低俄罗斯联邦主体(CERF)支出义务资金不足的风险。新颖性:本研究的科学新颖性包括提出更有效的预算储备控制机制,提高地区预算的可持续性。Doi: 10.28991/ESJ-2024-08-02-015 全文:PDF
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引用次数: 0
Common Techniques, Success Attack Factors and Obstacles to Social Engineering: A Systematic Literature Review 社会工程学的常用技术、成功攻击因素和障碍:系统文献综述
Q1 Multidisciplinary Pub Date : 2024-04-01 DOI: 10.28991/esj-2024-08-02-025
António Lopes, H. Mamede, Leonilde Reis, Arnaldo Santos
Knowledge of Social Engineering is crucial to prevent potential attacks related to organizational Information Security. The objective of this paper aims to identify the most common social engineering techniques, success attack factors, and obstacles, as well as the good practices and frameworks that could be adopted concerning their mitigation. As an analysis methodology, a Systematic Literature Review was carried out. The findings revealed that the discussion about SE attacks has increased and that the most imminent threat is phishing. Exploiting human vulnerabilities is a growing threat when the attack is not carried out directly through technical means. There continue to be more technical attacks than non-technical attacks. Encouraging organizational security prevention, like training, education, technical controls, process development, defense in detail, and the development of security policies, should be considered mitigating factors for the negative impact of SE attacks. Most SE frameworks/models are focused on attack techniques and methods, mostly on technical components, decorating human factor. As a novelty, we found the opportunity to develop a new framework that could improve coverage of the gaps found, supported on security international standards, that could help and support researchers in developing their work, understanding open research topics, and providing a clearer understanding of this type of threat. Doi: 10.28991/ESJ-2024-08-02-025 Full Text: PDF
社会工程学知识对于防止与组织信息安全有关的潜在攻击至关重要。本文旨在确定最常见的社会工程学技术、成功攻击因素和障碍,以及在缓解这些问题方面可采用的良好做法和框架。作为分析方法,本文进行了系统的文献综述。研究结果表明,关于社会性攻击的讨论越来越多,而最紧迫的威胁是网络钓鱼。当攻击不是直接通过技术手段进行时,利用人的弱点是一种日益严重的威胁。技术攻击仍然多于非技术攻击。鼓励组织安全预防,如培训、教育、技术控制、流程开发、细节防御和制定安全策略,应被视为减轻 SE 攻击负面影响的因素。大多数 SE 框架/模型都侧重于攻击技术和方法,主要是技术部分,而忽略了人的因素。作为一个新事物,我们发现有机会开发一个新的框架,该框架可以在安全国际标准的支持下,改善所发现差距的覆盖范围,帮助和支持研究人员开展工作,了解开放式研究课题,并提供对此类威胁的更清晰的认识。Doi: 10.28991/ESJ-2024-08-02-025 全文:PDF
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引用次数: 0
Peer-Assessment Academic Integrity Scale (PAAIS-24) 同行评估学术诚信量表 (PAAIS-24)
Q1 Multidisciplinary Pub Date : 2024-04-01 DOI: 10.28991/esj-2024-08-02-09
Jusuf Blegur, Herman Subarjah, Yusuf Hidayat, Amung Ma’mun, Agus Mahendra, I. Made, Sriundy Mahardika, Sefri Hardiansyah
This study aims to develop an academic integrity scale to help lecturers evaluate the academic integrity of university students with peer-assessment learning experiences using the ADDIE research and development method. Twenty-four items were designed using the concepts of academic integrity; honesty, trust, fairness, respect, responsibility, and courage validated by six raters and tested on 520 students from various universities in Indonesia. Testing content validity using the Aiken-V formula, construct validity testing using discriminant indexes, factor analysis (Exploratory and Confirmatory Factor Analysis), and concurrent validity testing by correlating PAAIS-24 with the developed Academic Integrity Scale. While the reliability test used Cronbach's alpha formula. The study results proved that each item of content validity meets with an Aiken value >0.80; on construct validity testing, the discriminant index value is >0.50, and the EFA and CFA loading factor values are >0.50. In addition, the model is appropriate because the theoretical model of PAAIS-24 is in accordance with empirical data. Whereas in reliability testing, Cronbach's alpha value is 0.95. Lastly, PAAIS-24 is one of the credible instruments. It contributes to developing knowledge that assists lecturers in measuring, assessing, and evaluating student academic integrity based on peer-assessment to promote increased academic performance. Doi: 10.28991/ESJ-2024-08-02-09 Full Text: PDF
本研究旨在利用 ADDIE 研发方法,开发学术诚信量表,以帮助讲师通过同伴互评学习经验评估大学生的学术诚信。研究使用学术诚信的概念,即诚实、信任、公平、尊重、责任和勇气,设计了 24 个项目,并由 6 名评分者进行了验证,同时对来自印度尼西亚多所大学的 520 名学生进行了测试。使用艾肯-V 公式测试内容效度,使用判别指标、因子分析(探索性因子分析和确认性因子分析)测试结构效度,并通过将 PAAIS-24 与开发的学术诚信量表相关联来测试并发效度。信度检验则使用了 Cronbach's alpha 公式。研究结果表明,内容效度的每个项目的 Aiken 值均大于 0.80;在建构效度检验方面,判别指标值大于 0.50,EFA 和 CFA 负载因子值均大于 0.50。此外,PAAIS-24 的理论模型与实证数据相符,因此模型是合适的。而在信度检验中,Cronbach's alpha 值为 0.95。最后,PAAIS-24 是可信的工具之一。它有助于开发知识,帮助讲师在同伴评价的基础上测量、评估和评价学生的学术诚信,从而促进学术成绩的提高。Doi: 10.28991/ESJ-2024-08-02-09 全文:PDF
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引用次数: 0
Assessment of the Development of the Circular Economy in the EU Countries: Comparative Analysis by Multiple Criteria Methods 欧盟国家循环经济发展评估:多标准方法比较分析
Q1 Multidisciplinary Pub Date : 2024-04-01 DOI: 10.28991/esj-2024-08-02-013
Dainora Gedvilaitė, Giedrė Lapinskienė, Marek Szarucki
In recent decades, attention to environmental resource management has increased worldwide. Circular economy (CE) is a concept that is increasingly being considered as a solution to this range of challenges. Therefore, it is important to monitor the development of CE. This research is an attempt to contribute to the CE surveillance literature by providing a framework for comparing the positions of states and their classifications. The main goal of the article is to assess the level of circular economy development in EU countries according to the chosen methodology. The indicators used in this study are sourced from the European Commission Monitoring Framework database, which includes data from 27 European Union (EU) countries over the time frame from 2016 to 2020. The analysis was carried out using Multi-Criteria Decision Methods (MCDM), such as Simple Additive Weighing (SAW), and the objective method of estimating weights in accordance with proportional differences (APROD), which helped to assess the state of CE. The results showed that EU countries can be divided into three groups based on the level of performance of the CE, and their level of development in relation to the circular economy is different. The level of circular economy development in most EU countries is low. Germany, the Netherlands, France, and Italy demonstrated the best positions. The study findings were derived from the combination of two MCDMs, thus increasing the refinement of the overall methodology. Doi: 10.28991/ESJ-2024-08-02-013 Full Text: PDF
近几十年来,全世界对环境资源管理的关注与日俱增。循环经济(CE)这一概念正日益被视为应对这一系列挑战的解决方案。因此,对循环经济的发展进行监测非常重要。本研究试图通过提供一个比较各国立场及其分类的框架,为 CE 监测文献做出贡献。文章的主要目标是根据所选方法评估欧盟国家的循环经济发展水平。本研究中使用的指标来自欧盟委员会监测框架数据库,其中包括 27 个欧盟(EU)国家在 2016 年至 2020 年期间的数据。分析采用了多标准决策方法(MCDM),如简单加权法(SAW)和根据比例差异估算权重的客观方法(APROD),这有助于评估 CE 的状况。结果表明,欧盟国家可根据消费总量绩效水平分为三组,其循环经济发展水平各不相同。大多数欧盟国家的循环经济发展水平较低。德国、荷兰、法国和意大利表现最好。研究结果来自于两个多边环境管理模型的结合,从而提高了整体方法的精细度。Doi: 10.28991/ESJ-2024-08-02-013 全文:PDF
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引用次数: 0
Down-streaming Small-Scale Green Ammonia to Nitrogen-Phosphorus Fertilizer Tablets for Rural Communities 将小规模绿色氨水下流为农村社区的氮磷化肥片剂
Q1 Multidisciplinary Pub Date : 2024-04-01 DOI: 10.28991/esj-2024-08-02-016
R. Koestoer, Tri Ligayanti, S. Kartohardjono, Harris Susanto
This study aims to evaluate the growth and production of sweet corn plants in response to the application of commercial NPK fertilizer and various doses of nitrogen-phosphorus fertilizer tablets. From early October 2022 to late January 2023, research was conducted at Research and Development Luas Birus Utama to produce nitrogen-phosphorus fertilizer tablets and at Research and Development Syngenta Indonesia Cikampek Station, Karawang, to perform a semi-field analysis. A factorial randomized block design with two treatment factors was employed in this study. The first factor was five types of nitrogen-phosphorus fertilizer tablets, namely, A (0% nitrogen and 6.3% phosphorus), B (0.81% nitrogen and 6.3% phosphorus), C (1.57% nitrogen and 6.1% phosphorus), D (2.33% nitrogen and 6.2% phosphorus), and E (3.06% nitrogen and 6.2% phosphorus). The second factor was F (standard nitrogen, phosphorus, and potassium). The results revealed that applying different dosages of nitrogen-phosphorus fertilizer tablets in combination with potassium chloride fertilizer yielded no different effect on the growth, biomass, and yield components of sweet corn plants when compared to applying NPK fertilizer. A comparison between the soil test results before and after application revealed that the formulation of fertilizers in tablet form helps plants to effectively absorb the required nutrients. It is currently possible to develop small-scale or microscale green ammonia production technology to fulfill the fertilizer requirements of rural communities because of its low cost, low carbon emissions, and low renewable energy consumption. The scarcity of fertilizer supplies endangers Indonesia’s food sustainability. Nitrogen-phosphorus fertilizer tablet production technology can be used in areas with a scarcity of inorganic fertilizers but with the potential for low-grade phosphate mines using commercial ammonia solutions. Thus, understanding how to produce nitrogen-phosphorus fertilizer tablets from ammonia solution will aid in the acceptance of microscale green ammonia production technology. Doi: 10.28991/ESJ-2024-08-02-016 Full Text: PDF
本研究旨在评估甜玉米植株的生长和产量对施用商业氮磷钾肥料和不同剂量氮磷钾肥片的反应。2022 年 10 月初至 2023 年 1 月底,研究人员在 Luas Birus Utama 研发中心生产氮磷肥片,并在卡拉旺的先正达印尼 Cikampek 研发站进行半田间分析。本研究采用了具有两个处理因子的因子随机区组设计。第一个因子是五种氮磷肥片,即 A(0% 氮和 6.3%磷)、B(0.81% 氮和 6.3%磷)、C(1.57% 氮和 6.1%磷)、D(2.33% 氮和 6.2%磷)和 E(3.06% 氮和 6.2%磷)。第二个因子是 F(标准氮、磷和钾)。结果表明,与施用氮磷钾肥相比,施用不同剂量的氮磷钾肥片和氯化钾肥料对甜玉米植株的生长、生物量和产量成分没有不同的影响。通过比较施肥前后的土壤检测结果发现,片剂肥料配方有助于植物有效吸收所需的养分。目前,开发小规模或微型绿色氨生产技术以满足农村社区的肥料需求是可行的,因为这种技术成本低、碳排放少、可再生能源消耗低。化肥供应稀缺危及印尼粮食的可持续发展。氮磷化肥片剂生产技术可用于无机肥料匮乏但有可能使用商业氨溶液开采低品位磷酸盐矿的地区。因此,了解如何用氨溶液生产氮磷化肥片剂将有助于接受微型绿色氨生产技术。Doi: 10.28991/ESJ-2024-08-02-016 全文:PDF
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引用次数: 0
The Nexus of Covid-19 and Behavioral Intentions of University Students Towards Online Education Covid-19 与大学生在线教育行为意向的关联
Q1 Multidisciplinary Pub Date : 2024-01-24 DOI: 10.28991/esj-2024-sied1-02
Sheer Abbas, Muhammad Yaseen, Muhammad Ameen, Bushra Pervaiz, Sidra Fatima, Sadia Hassan
The onset of the COVID-19 pandemic has significantly disrupted the traditional pedagogical educational system worldwide. The story of Pakistan is also not different from that of the rest of the world. Pakistan’s higher education institutes were closed for classes due to the outbreak. Some universities started the virtual education system, and it is critically important to assess the behavioral intentions of university students toward online education during the COVID-19 pandemic in Pakistan. This is the first study investigating students' responses to online education during the COVID-19 pandemic. For this purpose, an online survey was conducted to obtain the students' responses from the higher institutions providing online classes during COVID-19. The results were evaluated using multivariate analysis and descriptive statistics. It was observed that there is a significant difference between male and female students concerning the positive consequences of COVID-19 on students. According to the findings, the students' intentions for online education are more concerned with saving time to complete the degree program. Higher education institutions should also provide online educational opportunities to students besides traditional physical modes. Online educational interventions will be helpful for students during unavoidable circumstances like political instabilities, natural disasters, viral disease outbreaks, etc. to complete degrees and diplomas. Doi: 10.28991/ESJ-2024-SIED1-02 Full Text: PDF
COVID-19 大流行病的爆发极大地扰乱了全世界的传统教学教育系统。巴基斯坦的情况也与世界其他国家无异。受疫情影响,巴基斯坦的高等院校停课。在 COVID-19 大流行期间,评估巴基斯坦大学生对在线教育的行为意向至关重要。本研究首次调查了 COVID-19 大流行期间学生对在线教育的反应。为此,我们开展了一项在线调查,以获得在 COVID-19 期间提供在线课程的高等院校的学生的反应。调查结果通过多变量分析和描述性统计进行了评估。结果表明,在 COVID-19 对学生产生的积极影响方面,男生和女生之间存在显著差异。研究结果表明,学生的在线教育意向更关注节省完成学位课程的时间。除了传统的物理模式,高等教育机构也应为学生提供在线教育机会。在线教育干预将有助于学生在政治动荡、自然灾害、病毒性疾病爆发等不可避免的情况下完成学位和文凭。Doi: 10.28991/ESJ-2024-SIED1-02 全文:PDF
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引用次数: 0
Assessing the State of Modern Physics Education: Pre-test Findings and Influencing Factors 评估现代物理教育状况:预测试结果和影响因素
Q1 Multidisciplinary Pub Date : 2024-01-24 DOI: 10.28991/esj-2024-sied1-01
T. Tene, Elba Bodero-Poveda, Diego Vique López, Cristian Vacacela Gomez, Stefano Bellucci
Technology and our conceptions of reality have both been significantly impacted by modern physics. However, due to a variety of issues, such as disparities in educational resources, differing emphasis on science education, cultural attitudes, and language obstacles, students in Latin America, including Ecuador, have a limited understanding of modern physics. The present work exposes a pre-test methodology to evaluate students' knowledge and pinpoint their areas of weakness. The analysis of the results indicates that most students received lower grades, while a smaller proportion obtained higher scores. Our findings reveal significant knowledge gaps, misconceptions, and uncertainty among the participants regarding various topics related to the constituent and stability of the nucleus, quantum behavior, nuclear models, radioactive decay, and natural radioactive sources. Additionally, it was statistically demonstrated (Kruskal-Wallis H test) that misconceptions, uncertainties, and knowledge gaps are not significantly related to learning styles. The type of college substantially impacts academics, with private university students typically receiving higher grades. These results offer insightful information about student performance, how learning styles and college types affect academic achievement in modern physics, and the effects of living area and academic level. Doi: 10.28991/ESJ-2024-SIED1-01 Full Text: PDF
现代物理学对技术和我们对现实的认识都产生了重大影响。然而,由于教育资源的差异、对科学教育的重视程度不同、文化态度和语言障碍等各种问题,包括厄瓜多尔在内的拉丁美洲学生对现代物理学的理解有限。本研究揭示了一种前测方法,用于评估学生的知识水平并找出他们的薄弱环节。对结果的分析表明,大多数学生的成绩较低,而一小部分学生的成绩较高。我们的研究结果表明,在与原子核的组成和稳定性、量子行为、核模型、放射性衰变和天然放射源有关的各种主题方面,参与者存在明显的知识差距、误解和不确定性。此外,统计结果表明(Kruskal-Wallis H 检验),误解、不确定性和知识差距与学习风格没有显著关系。大学类型对学业有很大影响,私立大学学生的成绩通常较高。这些结果提供了有关学生成绩、学习风格和大学类型如何影响现代物理学习成绩以及生活区域和学术水平影响的深刻信息。Doi: 10.28991/ESJ-2024-SIED1-01 全文:PDF
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引用次数: 0
The Role of Mastery Goal on Life Satisfaction Using PERMA as A Mediator for College Students 用 PERMA 作为大学生生活满意度的中介,研究掌握目标对生活满意度的作用
Q1 Multidisciplinary Pub Date : 2023-12-16 DOI: 10.28991/esj-2023-sied2-018
Riyan Hidayat, Sibo Liu, Mohd Rashid, Mohd Saad, Hermandra
This study examined the relationship between mastery goals, including task-based and self-based competence, and positive emotions, engagement, relationship, meaning, and accomplishment (PERMA), which may affect life satisfaction. Mastery goals, PERMA, and life satisfaction were examined using a relationship study model. The current study involved 260 English education programs, with 81 (31.2%) male students and 179 (68.8%) female students. AMOS 18 was used to conduct a confirmatory factor analysis (CFA). The results of the current study demonstrate that task-based competence influences life satisfaction. In contrast, self-based competence was found not to affect life satisfaction. Analysis of SEM revealed significant influences of task-based competence on PERMA and no significant relationships between self-based competence and PERMA. PERMA partially mediates the influence of task-related competence on life satisfaction. The indirect effects of self-based competence on life satisfaction were observed through PERMA as a complete mediator. The novelty of the current research lies in its focus on mastery goals, the target population of college students, and the mediating role of PERMA. These contributions are critical, as teachers or instructors are responsible for developing student well-being and life satisfaction. Doi: 10.28991/ESJ-2023-SIED2-018 Full Text: PDF
本研究探讨了掌握目标(包括基于任务的能力和基于自我的能力)与积极情绪、参与、关系、意义和成就感(PERMA)之间的关系,后者可能会影响生活满意度。研究采用关系研究模型对掌握目标、PERMA 和生活满意度进行了检验。本研究涉及 260 个英语教育课程,其中男生 81 人(31.2%),女生 179 人(68.8%)。使用 AMOS 18 进行了确证因子分析(CFA)。研究结果表明,任务型能力影响生活满意度。相比之下,基于自我的能力并不影响生活满意度。SEM 分析显示,任务型胜任力对 PERMA 有显著影响,而自我胜任力与 PERMA 之间没有显著关系。PERMA 部分调节了任务相关能力对生活满意度的影响。基于自我的胜任力对生活满意度的间接影响是通过 PERMA 这一完全中介来观察的。当前研究的新颖之处在于其对掌握目标、大学生这一目标人群以及 PERMA 的中介作用的关注。这些贡献至关重要,因为教师或指导者负责培养学生的幸福感和生活满意度。Doi: 10.28991/ESJ-2023-SIED2-018 Full Text:PDF
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引用次数: 0
Determinants of English Language Proficiency: A Multifaceted Analysis 英语语言能力的决定因素:多方面分析
Q1 Multidisciplinary Pub Date : 2023-12-16 DOI: 10.28991/esj-2023-sied2-020
Panomporn Vajirakachorn, Akaraphun Ratasuk, Krittiya Anuwong
This study investigates the determinants of English language proficiency among students at Panyapiwat Institute of Management (PIM) in accordance with the Common European Framework of Reference for Languages (CEFR) standards. The determinant factors under examination encompass students' attitudes, prior English language knowledge, information-seeking behavior, satisfaction with English language learning, teachers' expertise, teacher readiness, teaching methodologies, familial support, environmental factors, and international exposure. Data were gathered through a survey administered to 469 PIM students, and the analysis employed Partial Least Squares Structural Equation Modelling. The findings revealed that five significant factors influence PIM students' English proficiency, namely their prior English language knowledge, inclination toward seeking knowledge, teachers' expertise, classroom environment, and practical language usage experiences. Additionally, the research demonstrated a noteworthy impact of students' Grade Point Average (GPA) and the time dedicated to learning English on their CEFR scores. This study contributes to the field by shedding light on the multifaceted factors influencing English language proficiency among PIM students, offering insights that can inform language education strategies and policies. It emphasizes the importance of prior knowledge, information-seeking behavior, teacher quality, classroom environment, and practical language application in enhancing English language skills. Doi: 10.28991/ESJ-2023-SIED2-020 Full Text: PDF
本研究根据《欧洲语言共同参考框架》(CEFR)标准,对班雅披瓦管理学院(PIM)学生英语水平的决定因素进行了调查。研究的决定因素包括学生的态度、先前的英语语言知识、寻求信息的行为、对英语学习的满意度、教师的专业知识、教师的准备程度、教学方法、家庭支持、环境因素和国际接触。数据是通过对 469 名 PIM 学生进行调查收集的,分析采用了偏最小二乘法结构方程模型。研究结果表明,有五个重要因素影响着 PIM 学生的英语水平,即他们先前的英语语言知识、求知倾向、教师的专业知识、课堂环境和实际语言使用经验。此外,研究还表明,学生的平均学分绩点(GPA)和学习英语的时间对他们的 CEFR 分数有显著影响。本研究揭示了影响 PIM 学生英语水平的多方面因素,为语言教育战略和政策提供了启示,从而为该领域做出了贡献。它强调了先前知识、信息搜寻行为、教师素质、课堂环境和实际语言应用对提高英语语言技能的重要性。Doi: 10.28991/ESJ-2023-SIED2-020 全文:PDF
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引用次数: 0
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Emerging Science Journal
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