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Faktorová analýza jako známá neznámá (aneb metoda hlavních komponent a varimax nejsou vždy ideální postup)
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-09-27 DOI: 10.13060/CSR.2021.021
Petr Soukup
This article seeks to show that, although factor analysis (mostly in its exploratory version) is a method frequently applied by social-science researchers (it is often also discussed in basic data analysis textbooks), only a very basic version of it is used, with settings that are far from optimal. However, what settings are used can have major implications, primarily in the form of conceptual problems, where the exploratory version is often used instead of the confirmatory version. Other settings used can also have an impact on the results. These are mainly partial options, which are used mainly in the exploratory version, in particular the choice of the correct correlation coefficients, the choice of method for the initial extraction of factors, the choice of the rotation method and the choice of the number of factors with which we want to work in the exploratory version. The text discusses the algorithms for ordinal variables, and the possibility of determining the number of factors through parallel analysis or MAP. The practical example discusses the advantages of the oblique rotation of factors. The article seeks to highlight good practices that best reflect the current state of the art of quantitative methodology and statistics. In addition to the general guidelines, the article contains practical advice about software and recommends a procedural schema for using factor analysis.
本文试图表明,虽然因子分析(主要是探索性的)是社会科学研究人员经常使用的一种方法(它也经常在基础数据分析教科书中讨论),但它只使用了一个非常基本的版本,其设置远非最佳。然而,所使用的设置可能具有主要的含义,主要以概念问题的形式,其中经常使用探索性版本而不是确认版本。使用的其他设置也会对结果产生影响。这些主要是部分选项,主要在探索性版本中使用,特别是正确相关系数的选择,因子初始提取方法的选择,旋转方法的选择以及我们想要在探索性版本中工作的因子数量的选择。本文讨论了排序变量的算法,以及通过并行分析或MAP确定因子数量的可能性。通过实例讨论了因子斜转的优点。本文旨在强调最能反映定量方法和统计技术现状的良好做法。除了一般的指导方针之外,本文还包含了关于软件的实用建议,并推荐了使用因子分析的过程模式。
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引用次数: 1
Making the Ghetto at Luník IX in Slovakia: People, Landfill, and the Myth of the Urban Green Space 在斯洛伐克的Luník建造犹太人区:人、垃圾填埋场和城市绿地的神话
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-05-25 DOI: 10.13060/CSR.2021.020
Richard Filčák, Ondřej Ficeri
The prevailing public perception of Luník IX, a Roma district in the Slovak city of Košice, is that it represents the story of an originally urban green space, one of the best for healthy living given its fresh air and proximity to the forest, that was destroyed by ‘naïve’ decision-makers and ‘irresponsible’ Roma. This article, based on a combination of qualitative sociological and historical research, questions this narrative and deems it a myth. The district’s proximity to a landfill and the consequent environmental effects of this played a decisive role in its ghettoisation, yet these factors have never been systematically analysed and discussed. Although Luník IX was not officially and originally designed as a ghetto, it became one as a result of structural, social, and environmental factors. Utilising the conceptual and theoretical framework of environmental justice, the article focuses on the spatial distribution of the adverse environmental effects in relation to social and ethnic factors. The case of Luník IX, with its roots in the period of a centrally planned economy, provides a unique opportunity to make a comparative study of the social processes from a historical perspective. It allows us to analyse the mechanism of decision-making in an avowedly non-capitalist society, where in reality we see many similarities in how income inequality between richer and poorer neighbourhoods, together with ethnic/racial factors, has shaped the city. keywords: environmental justice, Roma ethnic minority, Luník IX, urban
公众对斯洛伐克科希策市罗姆人区Luník IX的普遍看法是,它代表了一个最初的城市绿地的故事,这个绿地是最适合健康生活的绿地之一,因为它有新鲜的空气,靠近森林,被“天真”的决策者和“不负责任”的罗姆人摧毁了。本文结合定性的社会学和历史研究,对这种叙述提出质疑,认为它是一种神话。该地区靠近垃圾填埋场以及由此产生的环境影响在其贫民窟化中发挥了决定性作用,但这些因素从未得到系统分析和讨论。尽管伦诺克九世最初并不是正式设计的贫民区,但由于结构、社会和环境因素,它成为了一个贫民区。本文运用环境正义的概念和理论框架,重点研究了不利环境影响与社会和民族因素的空间分布。Luník IX的案例源于中央计划经济时期,为从历史角度对社会进程进行比较研究提供了一个独特的机会。它使我们能够分析一个公开的非资本主义社会中的决策机制,在这个社会中,我们看到了富裕和贫穷社区之间的收入不平等以及种族/种族因素如何塑造这座城市的许多相似之处。关键词:环境正义,罗姆少数民族,伦诺克九世,城市
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引用次数: 2
Sourozenectví ve stáří – vztahy „na okraji“?
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-05-17 DOI: 10.13060/CSR.2021.013
Dana Sýkorová
Older age, especially advanced age, is accompanied by changes in the social relations amongst the elderly and specifically by a decrease in the size of their social networks: peers pass away and contact with other people may be restricted, often due to declining physical and mental strength. Gerontosociology notes the elderly's preferential focus on the family, which is usually defined in terms of intergenerational relationships and a support network in old age. Relationships with siblings lie outside the research interest of gerontosociology because they are considered peer relationships, which is to say that they, too, are subject to the effects of ageing and old age and, consequently, are less reliable as a source of help or care. However, the article shows that the elderly assign meaning to their relationships with their siblings, which go beyond mere instrumental assistance and which challenges the generally accepted view that sibling bonds are of secondary importance compared to relationships between older parents and adult children. The article answers the question of what the essence of siblinghood in old age is, its possible forms, and in what ways (according to what rules) the elderly maintain or develop sibling relationships - how they communicate in interactions with each other and in interactions with other members of their family of procreation and their shared family of origin. The article is based on the results of an analysis of data from a qualitative study carried out by conducting unstructured individual and group interviews as part of the project 'Greying Siblinghood: Sociological Study of Siblinghood in Late Adulthood'. In the theoretical framework of interpretive sociology, in which the article is anchored, both the key concepts of the relationist approach (family configuration, relatedness, belongingness, practices and rules of kinship interaction) and the concept of kinship ambivalence come to the forefront.
老年,特别是老年,伴随着老年人之间的社会关系的变化,特别是他们的社会网络规模的缩小:同伴去世,与其他人的接触可能受到限制,通常是由于身体和精神力量的下降。老年社会学指出,老年人优先关注家庭,家庭通常被定义为代际关系和老年时的支持网络。与兄弟姐妹的关系不在老年社会学的研究范围之内,因为它们被认为是同伴关系,也就是说,它们也会受到老龄化和老年的影响,因此,作为帮助或照顾的来源不太可靠。然而,这篇文章表明,老年人赋予他们与兄弟姐妹的关系以意义,这不仅仅是工具性的帮助,这挑战了人们普遍接受的观点,即与年长的父母和成年子女之间的关系相比,兄弟姐妹的关系是次要的。这篇文章回答了老年人兄弟情谊的本质是什么,它可能的形式是什么,以及老年人以什么方式(根据什么规则)维持或发展兄弟姐妹关系——他们如何相互交流,如何与他们的生育家庭和共同的原生家庭的其他成员交流。这篇文章基于一项定性研究的数据分析结果,该研究是作为“变灰的兄弟姐妹关系:成年后期兄弟姐妹关系的社会学研究”项目的一部分,通过进行非结构化的个人和小组访谈进行的。在本文所立足的解释社会学的理论框架中,关系主义方法的关键概念(家庭结构、亲缘关系、归属关系、亲属互动的实践和规则)和亲属矛盾心理的概念都处于最前沿。
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引用次数: 0
Sociální participace ve vyšším věku ve vztahu k partnerské dráze
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-05-17 DOI: 10.13060/CSR.2021.012
Petr Fučík
How will the instability and diversity of family forms today impact the nature of people's close social relationships in the future when they are older? In this article I examine how the social participation of older adults is impacted by their different partnership histories. I am particularly interested in whether there are any differences in the social participation (activities involving contact with family, friends, acquaintances, children, grandchildren) of people who experienced divorce in life (I use a decomposition of the divorce rate to distinguish between those who had this experience when they were relatively young, middle-aged, or older). The data source for this analysis is the panel survey 'Dynamics of Change in Czech Society' and especially one unique component of the survey, which are the diaries on how people spend their time. Out of the total sample of respondents who maintained daily diary entries, I analyse the responses of those over the age of 60. The hypotheses that a lower level of social participation would be observed among people who had experienced divorced and that divorcing later in life would have a stronger negative effect on social participation are not confirmed by the data. The level of social participation measured using time-use diaries is found to be comparable across different partnership histories and irrespective of when in life a person gets divorced. In the conclusion of the article, I discuss these findings in a criticism of the overly negative paradigm that governs research on divorce in the social sciences.
今天家庭形式的不稳定性和多样性将如何影响人们在未来年老时密切社会关系的性质?在这篇文章中,我研究了老年人的社会参与如何受到他们不同的伴侣关系历史的影响。我特别感兴趣的是,在生活中经历过离婚的人的社会参与(涉及与家人,朋友,熟人,子女,孙子孙女接触的活动)方面是否有任何差异(我使用离婚率分解来区分那些在相对年轻,中年或更年长时经历过这种经历的人)。这项分析的数据来源是“捷克社会变化的动力”小组调查,尤其是调查中一个独特的组成部分,那就是关于人们如何度过时间的日记。在坚持每天写日记的受访者样本中,我分析了60岁以上的人的回答。有假设认为,经历过离婚的人的社会参与水平较低,而年龄较大的离婚会对社会参与产生更大的负面影响,这些假设并没有得到数据的证实。研究发现,使用时间使用日记测量的社会参与水平在不同的伴侣关系历史中具有可比性,而且与一个人在生活中何时离婚无关。在文章的结论中,我讨论了这些发现,批评了社会科学中管理离婚研究的过于消极的范式。
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引用次数: 1
The Relationship Between Coresidence with Grandparents and Academic Performance of 15-Year-Old Students from Two-Parent and One-Parent Families 双亲与单亲家庭15岁学生与祖父母同住与学业成绩的关系
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-03-25 DOI: 10.13060/CSR.2021.004
Dominika Sladká
This article investigates the association between coresidence with grandparents in three-generational households and the academic performance of 15-year-old students in the Czech Republic. The conceptual part focuses on intergenerational relationships and multigenerational coresidence in the Czech Republic and summarises past research on the links between coresidence with grandparents, family structure, and academic performance. The aim of this article is to find out if there is an association between coresidence with grandparents and an adolescent's academic performance, and if there is to discover whether the association is different for two-parent and one-parent families and whether it can be explained by the families' socioeconomic status. Data from PISA 2012 are used to investigate the association with mathematics, reading, and science literacy test scores as an indicator of school achievement. The results of the analysis revealed a weak positive association between coresidence with grandparents and adolescents' academic performance. The association becomes statistically significant when controlling for socioeconomic status and is not significantly different in two-parent and one-parent families. The results suggest that there is a positive association between three-generational coresidence and 15-year-old students' academic performance, but it is partially suppressed by the families' socioeconomic status.
本文调查了捷克共和国15岁学生与祖父母同住与学习成绩之间的关系。概念部分侧重于代际关系和捷克共和国的多代同住,并总结了过去关于与祖父母同住、家庭结构和学习成绩之间联系的研究。本文的目的是找出与祖父母同住与青少年的学习成绩之间是否存在关联,以及是否存在这种关联在双亲和单亲家庭中是否不同,以及是否可以用家庭的社会经济地位来解释。PISA 2012的数据被用来调查数学、阅读和科学素养测试成绩作为学校成就指标的关系。分析结果显示,与祖父母同住与青少年学业成绩之间存在微弱的正相关关系。当控制社会经济地位时,这种关联在统计上显着,并且在双亲和单亲家庭中没有显着差异。结果表明,三代同堂与15岁学生的学习成绩呈正相关,但受家庭社会经济地位的部分抑制。
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引用次数: 0
Trends in Divorce Acceptance and Its Correlates across European Countries 欧洲各国接受离婚的趋势及其相关性
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-02-15 DOI: 10.13060/CSR.2020.053
P. Fučík
This study examines how the public acceptance of divorce has changed in European countries in recent decades. Taking advantage of the large-scale, comparative, and long-run measurement of value orientations in the European Values Study 1981-2017 it focuses on value change connected with divorce in a macro perspective. The article explores the acceptance of divorce in three aspects: 1) it measures and compares the trends in the acceptance of divorce in various European societies between 1981(1991) and 2017 and contrasts these trends with the data on divorce rates in these countries; (2) it explores the consistency/correlation between divorce attitudes and the affinitive value orientations associated in the broader set of values connected with the concept of the deinstitutionalisation of marriage; (3) it looks for the correlates of divorce acceptance and the changes in acceptance over time at the individual level (sex, education, cohort, family background, religiosity). Because of the descriptive nature of the research, no hypotheses are tested. The results show that divorce acceptance is rising over time in all EVS countries, and the acceptance is connected to divorce levels in given societies. Attitudes towards divorce form a consistent set of values together with other marriage deinstitutionalisation indicators. The acceptance of divorce correlates on an individual level with age, education, and religion, but surprisingly there is only weak difference between men and women.
这项研究考察了近几十年来欧洲国家公众对离婚的接受程度是如何变化的。利用1981-2017年欧洲价值研究中对价值取向的大规模、比较和长期测量,从宏观角度关注与离婚相关的价值变化。本文从三个方面探讨了对离婚的接受程度:1)衡量和比较了1981年(1991年)至2017年欧洲各个社会对离婚的接受程度的趋势,并将这些趋势与这些国家的离婚率数据进行了对比;(2)探讨离婚态度与与婚姻去制度化概念相关的更广泛的价值观中相关的肯定性价值取向之间的一致性/相关性;(3)在个体层面(性别、教育程度、群体、家庭背景、宗教信仰)寻找离婚接受度与接受度随时间变化的相关性。由于研究的描述性,没有测试假设。结果表明,随着时间的推移,所有EVS国家对离婚的接受程度都在上升,而且这种接受程度与特定社会的离婚水平有关。对离婚的态度与其他婚姻非制度化指标一起构成了一套一致的价值观。在个人层面上,对离婚的接受程度与年龄、教育程度和宗教信仰有关,但令人惊讶的是,男女之间只有微弱的差异。
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引用次数: 2
1920 - A Caesura in Social Theory? 1920年——社会理论的停顿?
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-02-15 DOI: 10.13060/CSR.2020.046
W. Outhwaite
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引用次数: 3
Value Modernisation in Central and Eastern European Countries: How Does Inglehart's Theory Work? 中欧和东欧国家的价值现代化:英格尔哈特的理论如何运作?
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-02-15 DOI: 10.13060/CSR.2020.033
Beatrice Elena Chromková Manea, L. Rabušic
An intergenerational shift from more pro-family norms to individual-choice norms has been taking place since the 1980s. Conditions of economic and social security positively contributed to this shift especially in high-income countries. In this paper, we study the modernisation change on value structures in selected Central and Eastern European countries and compare them with Western European ones and look at the generational differences. We first check whether the value shift is moving in the assumed direction and whether it is copying trends observed in Western European countries. We then look at different generations to determine whether the younger generations in CEE countries that grew up after 1989, in a time of rapid economic and political change, show higher levels of post-materialist and post-modern values than the generations socialised and raised during the communist regime. We use data collected by the international repeated cross-sectional European Values Study (EVS). The results are not clear-cut on whether socioeconomic modernisation has led to higher shares of post-materialism, more gender-egalitarian attitudes, and stronger support for individual-choice norms in CEE countries. In all the spheres of cultural modernisation analysed we found differences in values and attitudes between generations: the older generations were always more traditional than the younger generations. This was not just true in the CEE countries, as the same trend was recorded in the Western European countries.
自20世纪80年代以来,从更支持家庭的规范向个人选择规范的代际转变一直在发生。经济和社会保障条件对这种转变起到了积极作用,特别是在高收入国家。本文研究了中欧和东欧国家价值结构的现代化变化,并与西欧国家进行了比较,并观察了代际差异。我们首先检查价值转移是否朝着假设的方向移动,以及它是否复制了在西欧国家观察到的趋势。然后,我们观察不同的世代,以确定1989年之后在经济和政治快速变革时期长大的中东欧国家的年轻一代是否比在共产主义政权下社会化和成长的几代人表现出更高水平的后唯物主义和后现代价值观。我们使用国际重复横断面欧洲价值观研究(EVS)收集的数据。在中东欧国家,社会经济现代化是否导致了更高比例的后物质主义、更多的性别平等主义态度以及对个人选择规范的更强支持,研究结果并不明确。在分析文化现代化的所有领域中,我们发现了代际之间价值观和态度的差异:老一代总是比年轻一代更传统。这种情况不仅发生在中东欧国家,西欧国家也出现了同样的趋势。
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引用次数: 8
The Work Ethic and Social Change in the Czech Republic and Slovakia - A Modernisation Theory Perspective 捷克共和国和斯洛伐克的职业道德与社会变迁——一个现代化理论的视角
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-02-15 DOI: 10.13060/CSR.2020.049
M. Kozák
The article investigates long-term trends in the work ethic in the Czech Republic and Slovakia from the perspective of modernisation theory. In particular, it examines whether the work ethic in the two culturally similar societies decreased during the years of growing material prosperity and whether this trend originated in intergenerational population replacement. The study uses data from three pooled waves of the European Values Study (EVS) covering the period 1999-2017 to which it applies the linear decomposition technique and multivariate statistical analysis. The results show that, even though the work ethic decreased in the Czech Republic and increased in Slovakia, intergenerational population replacement contributed to its weakening in both countries. Furthermore, the results indicate that the reason this process dominated the overall trend in the Czech Republic but not that in Slovakia may be the historical differences in levels of socioeconomic development and the different paces of population replacement. Finally, tentative evidence in favour of modernisation theory is presented, indicating that population replacement universally contributed to a decrease in the work ethic in all the other European countries with comparable EVS data.
本文从现代化理论的角度考察了捷克共和国和斯洛伐克职业道德的长期趋势。特别是,它研究了两个文化相似的社会的职业道德是否在物质日益繁荣的岁月中有所下降,以及这种趋势是否源于代际人口更替。该研究使用了1999年至2017年期间欧洲价值观研究(EVS)的三波汇总数据,并应用了线性分解技术和多元统计分析。结果表明,尽管捷克共和国的职业道德有所下降,斯洛伐克的职业道德有所提高,但代际人口更替导致了两国职业道德的减弱。此外,结果表明,这一过程在捷克共和国占主导地位的原因可能是社会经济发展水平的历史差异和人口更替速度的不同。最后,提出了支持现代化理论的初步证据,表明在所有其他具有可比EVS数据的欧洲国家,人口更替普遍导致了职业道德的下降。
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引用次数: 0
Attitudes towards Life and Death in Europe: A Comparative Analysis 欧洲人的生与死态度:比较分析
IF 0.4 4区 社会学 Q4 SOCIOLOGY Pub Date : 2021-02-15 DOI: 10.13060/CSR.2020.052
Edurne Bartolomé-Peral, L. Coromina
Fundamental aspects of human existence such as birth and death are at the core of our values and profoundly sensitive to our religious beliefs, our ideals as a society, and our opinions on the extent to which individuals may interfere in these basic life issues. This article analyses the factors that explain people's attitudes towards key beginning- and end-of-life issues. To do this, we first tracked variations across two points in time, and then looked at the effects of value orientations and socio-demographic factors in comparative perspective across countries. Based on previous literature, we consider justification for euthanasia, abortion, and in vitro fertilisation as a latent variable using European Value Study data from the 2008 and 2017 waves. Five European societies were analysed: Spain, Germany, the Netherlands, the Czech Republic, and Russia. All the countries observed showed growing levels of justification for these practices, although significant differences were found in the value orientation effects and respondents´ background variables on attitudes towards life and death issues. In order to properly address comparability, multi-group confirmatory factor analyses across countries and across waves were conducted, and measurement invariance tested. From our analyses, we can conclude that age and religiosity, alongside other sociodemographic variables, are important explanatory factors in the justification of life and death issues in all the countries examined; however, value orientations show less conclusive effects on such attitudes.
人类存在的基本方面,如出生和死亡,是我们价值观的核心,对我们的宗教信仰、我们作为一个社会的理想以及我们对个人可能在多大程度上干预这些基本生活问题的看法非常敏感。本文分析了解释人们对生命开始和结束的关键问题的态度的因素。为了做到这一点,我们首先追踪了两个时间点的变化,然后从各国的比较角度研究了价值取向和社会人口因素的影响。基于先前的文献,我们使用2008年和2017年欧洲价值研究的数据,将安乐死、堕胎和体外受精的理由视为潜在变量。研究分析了五个欧洲社会:西班牙、德国、荷兰、捷克共和国和俄罗斯。所观察到的所有国家都显示出越来越多的理由为这些做法辩护,尽管在价值取向的影响和答复者对生死问题的态度的背景变量方面存在重大差异。为了适当地解决可比性,进行了跨国家和跨波浪的多组验证性因子分析,并测试了测量不变性。从我们的分析中,我们可以得出结论,年龄和宗教信仰,以及其他社会人口变量,是在所审查的所有国家中生死问题的理由的重要解释因素;然而,价值取向对这种态度的决定性影响较小。
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引用次数: 2
期刊
Sociologicky Casopis-Czech Sociological Review
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