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Comparing qualitative and quantitative text analysis methods in combination with document-based social network analysis to understand policy networks 比较定性和定量文本分析方法与基于文档的社会网络分析相结合,了解政策网络
Q1 Mathematics Pub Date : 2023-10-18 DOI: 10.1007/s11135-023-01753-1
Anna Malandrino
Abstract The literature that reflects on the application of Social Network Analysis (SNA) in combination with other methods is flourishing. However, there is a dearth of studies that compare qualitative and quantitative methods to complement structural SNA. This article addresses this gap by systematically discussing the advantages and disadvantages relating to the use of qualitative text analysis and interviewing as well as quantitative text mining and Natural Language Processing (NLP) techniques such as word frequency analysis, cluster analysis, topic modeling, and topic classification to understand policy networks. This method-oriented comparative study features two empirical studies that respectively examine the Employment Thematic Network, established under the aegis of the European Commission, and the intergovernmental cooperation network set up within the Bologna Process. The article compares and discusses the underlying research processes in terms of time, human resources, research resources, unobtrusiveness, and effectiveness toward the goal of telling meaningful stories about the examined networks in light of specific guiding hypotheses. In doing so, the paper nurtures the debate on mixed-methods research on social networks amidst the well-known paradigm war between qualitative and quantitative methods in network analysis.
摘要社会网络分析(SNA)与其他方法相结合的应用研究文献层出不穷。然而,缺乏比较定性和定量方法来补充结构SNA的研究。本文通过系统地讨论与使用定性文本分析和访谈以及定量文本挖掘和自然语言处理(NLP)技术(如词频分析、聚类分析、主题建模和主题分类)相关的优点和缺点来解决这一差距。这项以方法为导向的比较研究包括两项实证研究,分别审查在欧洲委员会主持下建立的就业专题网络和在博洛尼亚进程内建立的政府间合作网络。本文从时间、人力资源、研究资源、不显眼性和有效性等方面比较和讨论了潜在的研究过程,以期根据具体的指导假设讲述有关被研究网络的有意义的故事。在这样做的过程中,本文在众所周知的网络分析中定性和定量方法之间的范式战争中,培养了对社会网络混合方法研究的争论。
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引用次数: 0
The war and tourism: security issues and business opportunities in shadow of Russian war against Ukraine 战争与旅游:俄乌战争阴影下的安全问题与商业机会
Q1 Mathematics Pub Date : 2023-10-13 DOI: 10.1007/s11135-023-01762-0
Artur Roland Kozlowski
Abstract The effects of war have far-reaching consequences. They bring numerous victims—also civilians, destruction of infrastructure, enterprises, and citizens’ property. They cause political instability and lead to great security concerns, especially in tourist destinations. Experience with various wars indicates a minimum three-year negative effect of warfare on the tourism industry. The terrorist industry is also negatively affected by terrorism, which can occur regardless of the duration of the war itself. Terrorist attacks are deliberately organized in such a way as to evoke images of human victims, which affects the fear of tourist arrivals to such heavily burdened places. The paper discusses potential scenarios for the continuation of the war and its impact on the operational activity of international business with Russia. Russia’s unprovoked war against Ukraine brings closer the threat of war itself and shock to various industries, including the tourism industry. The paper presents the effects of the war on tourist trips from Russia but also Ukraine and its effects on traditional touristic destinations. Issues of threats to business are raised but also opportunities appearing on the horizon. The visa ban for Russians introduced by the EU with the simultaneous escalating and ruthless Russian attacks on Ukrainian civilians does not inspire optimism. It should be expected that the 2023 tourist season will remain burdened with the stigma of war and the limited movement of Russians around Europe.
战争的影响具有深远的影响。它们带来了无数的受害者——也包括平民、基础设施、企业和公民财产的破坏。它们造成政治不稳定,并导致严重的安全问题,特别是在旅游目的地。各种战争的经验表明,战争对旅游业至少有三年的负面影响。恐怖主义行业也受到恐怖主义的负面影响,无论战争本身持续多久,恐怖主义都可能发生。恐怖袭击是故意组织的,以唤起人类受害者的形象,这影响了游客对这些负担沉重的地方的恐惧。本文讨论了战争继续的潜在情况及其对与俄罗斯的国际商业活动的影响。俄罗斯对乌克兰的无端战争使战争的威胁更近了,也给包括旅游业在内的各个行业带来了冲击。本文介绍了战争对来自俄罗斯和乌克兰的旅游的影响及其对传统旅游目的地的影响。对企业构成威胁的问题被提了出来,但机会也出现在地平线上。与此同时,俄罗斯对乌克兰平民的无情袭击不断升级,欧盟对俄罗斯人实施的签证禁令并没有让人感到乐观。可以预见的是,2023年的旅游旺季仍将背负着战争的耻辱和俄罗斯人在欧洲各地的有限流动。
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引用次数: 0
How perceived well-being determinants differ for immigrants and natives in Italy 意大利移民和本地人的幸福感决定因素有何不同
Q1 Mathematics Pub Date : 2023-10-13 DOI: 10.1007/s11135-023-01765-x
Maria Gabriella Campolo, Antonino Di Pino Incognito
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引用次数: 0
The shadow pandemic: exploring the indigenous factors behind life-threatening and trivial intimate Partner violence during COVID-19 in South Punjab, Pakistan 阴影大流行:探索巴基斯坦南旁遮普省2019冠状病毒病期间危及生命和微不足道的亲密伴侣暴力背后的本土因素
Q1 Mathematics Pub Date : 2023-10-13 DOI: 10.1007/s11135-023-01764-y
Tehmina Sattar, Qaisar Khalid Mahmood, Rubeena Zakar
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引用次数: 0
Impact of COVID-19 and lockdown stringency on foreign institutional investment in India: evidence from wavelet coherence and spectral causality approaches 2019冠状病毒病和严格的封锁对印度外国机构投资的影响:来自小波相干性和谱因果关系方法的证据
Q1 Mathematics Pub Date : 2023-10-13 DOI: 10.1007/s11135-023-01754-0
Aamir Aijaz Syed, Assad Ullah, Muhammad Abdul Kamal
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引用次数: 0
Religiosity and labour market attainments of muslim-arab women in Israel 以色列穆斯林-阿拉伯妇女的宗教信仰和劳动市场成就
Q1 Mathematics Pub Date : 2023-10-13 DOI: 10.1007/s11135-023-01767-9
Ilan Shdema, Moshe Sharabi, Doaa Manadreh, Galit Yanay-Ventura
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引用次数: 0
Assessing heterogeneity in MOOC student performance through composite-based path modelling 基于复合路径建模的MOOC学生表现异质性评估
Q1 Mathematics Pub Date : 2023-10-13 DOI: 10.1007/s11135-023-01760-2
Davino Cristina, Lamberti Giuseppe, Vistocco Domenico
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引用次数: 0
Multiple systems estimation for studying over-coverage and its heterogeneity in population registers 人口登记中过度覆盖及其异质性研究的多系统估计
Q1 Mathematics Pub Date : 2023-10-10 DOI: 10.1007/s11135-023-01757-x
Eleonora Mussino, Bruno Santos, Andrea Monti, Eleni Matechou, Sven Drefahl
Abstract The growing necessity for evidence-based policy built on rigorous research has never been greater. However, the ability of researchers to provide such evidence is invariably tied to the availability of high-quality data. Bias stemming from over-coverage in official population registers, i.e. resident individuals whose death or emigration is not registered, can lead to serious implications for policymaking and research. Using Swedish Population registers and the statistical framework of multiple systems estimation, we estimate the extent of over-coverage among foreign-born individuals’ resident in Sweden for the period 2003–2016. Our study reveals that, although over-coverage is low during this period in Sweden, we observed a distinct heterogeneity in over-coverage across various sub-populations, suggesting significant variations among them. We also evaluated the implications of omitting each of the considered registers on real data and simulated data, and highlight the potential bias introduced when the omitted register interacts with the included registers. Our paper underscores the broad applicability of multiple systems estimation in addressing and mitigating bias from over-coverage in scenarios involving incomplete but overlapping population registers.
建立在严谨研究基础上的循证政策的必要性从未如此强烈。然而,研究人员提供此类证据的能力总是与高质量数据的可用性联系在一起。官方人口登记册(即未登记死亡或移徙的居民个人)覆盖范围过广所产生的偏见可能对决策和研究产生严重影响。利用瑞典人口登记和多系统估计的统计框架,我们估计了2003-2016年期间在瑞典居住的外国出生个人的过度覆盖程度。我们的研究表明,尽管瑞典在这一时期的过度覆盖率很低,但我们观察到不同亚种群的过度覆盖率存在明显的异质性,表明它们之间存在显著差异。我们还评估了忽略每个考虑的寄存器对真实数据和模拟数据的影响,并强调了当忽略的寄存器与所包含的寄存器相互作用时引入的潜在偏差。我们的论文强调了在涉及不完整但重叠的人口登记的情况下,多系统估计在解决和减轻过度覆盖造成的偏见方面的广泛适用性。
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引用次数: 0
Salient features and emotions elicited from a virtual reality experience: the immersive Van Gogh exhibition 从虚拟现实体验中引出的显著特征和情感:沉浸式梵高展览
Q1 Mathematics Pub Date : 2023-10-07 DOI: 10.1007/s11135-023-01752-2
Ruíz Gándara África, M. Rosario González-Rodríguez, M. Carmen Díaz-Fernández
Abstract This research is based on the cognitive-affective-conative model applied to the online reviews posted by visitors of a tourist attraction titled “Van Gogh: The Immersive Experience” held in York (UK). The goals of the study specifically focus on the identification of the cognitive features triggered using the VR device and on the understanding of sentiments and emotions activated by the VR experience. To this end, Text mining and Sentiment analysis have been utilised. This work extends prior studies on VR based on surveys by providing a comprehensive hybrid view of how knowledge is derived from the posted online reviews. The findings offer practitioner insights into the cognitive and affective aspect of the VR experience, which requires special attention for its adaptation so that it continues meeting visitors’ expectations.
本研究基于认知-情感-创造模型,应用于在英国约克举办的一场名为“梵高:沉浸式体验”的旅游景点的游客在线评论。该研究的目标特别关注于识别使用VR设备触发的认知特征,以及对VR体验激活的情绪和情绪的理解。为此,使用了文本挖掘和情感分析。这项工作扩展了先前基于调查的VR研究,提供了关于知识如何从发布的在线评论中获得的综合混合视图。这些发现为从业者提供了对VR体验的认知和情感方面的见解,这需要特别注意其适应性,以便继续满足游客的期望。
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引用次数: 0
Multipopulation mortality analysis: bringing out the unobservable with latent clustering 多种群死亡率分析:用潜在聚类揭示不可观察性
Q1 Mathematics Pub Date : 2023-10-04 DOI: 10.1007/s11135-023-01728-2
Ana Debon, Steven Haberman, Gabriella Piscopo
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引用次数: 0
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