A reflected feature space for CART

We present an algorithm for learning oblique decision trees, called HHCART(G). Our decision tree combines learning concepts from two classification trees, HHCART and Geometric Decision Tree (GDT). HHCART(G) is a simplified HHCART algorithm that uses linear structure in the training examples, captured by a modified GDT angle bisector, to define splitting directions. At each node, we reflect the training examples with respect to the modified angle bisector to align this linear structure with the coordinate axes. Searching axis parallel splits in this reflected feature space provides an efficient and effective way of finding oblique splits in the original feature space. Our method is much simpler than HHCART because it only considers one reflected feature space for node splitting. HHCART considers multiple reflected feature spaces for node splitting making it more computationally intensive to build. Experimental results show that HHCART(G) is an effective classifier, producing compact trees with similar or better results than several other decision trees, including GDT and HHCART trees.     

Industrial relations and adjustments to the crisis: A comparative micro‐statistical analysis of France and Great Britain

In this comparative study, the authors analyse the relationships between industrial relations and workforce or wage adjustments in response to the 2007–08 crisis, using two highly comparable establishment‐level surveys conducted in Great Britain (WERS) and France (REPONSE) in 2010–12. Notwithstanding contextual differences in the countries’ productive systems and the timing and impact of the crisis, the relationships between industrial relations and adjustment strategies appear to have been similar (trade union presence not preventing adjustments). Differences in industrial relations are therefore not found to provide an explanation for the different modes of adjustment observed at the macroeconomic level.     

Education and wage inequality in the informal sector: The case of Cameroon

This article analyses the effects of education on wage inequality in the informal sector in Cameroon. The author uses quantile regression on data from the Second survey on employment and the informal sector in Cameroon (EESI 2) of 2010. The results indicate that both wages and wage inequality increase with education in the informal sector, with tertiary education creating greatest inequality. These findings point to a number of policy recommendations for a transition to formality, such as the creation of more jobs for a skilled workforce, the development of sites adapted to informal sector activities and the creation of more vocational schools.     

Working-class ecology and union politics: a conceptual topology

ABSTRACT

This paper argues that Environmental Labour Studies may benefit from incorporating the perspective of environmental justice. We offer a theorization of working-class ecology as the place where working-class communities live and work, being typically affected by environmental injustice, and of working-class environmentalism as those forms of activism that link labour and environmental struggles around the primacy of reproduction. The paper’s theoretical section draws on a social ethnography of working-class ecology in the case of Taranto, a mono-industrial town in southern Italy, which is experiencing a severe environmental and public-health crisis. We show how environmental justice activism since the early 2000s has allowed the re-framing of union politics along new ways of politicizing the local economy. We conclude by offering a conceptual topology of working-class ecology, which situates different labour organizations (confederal, social/community, and rank-and-file unions) according to their positioning in respect to environmental justice.     

Intergenerational relationships in Chinese transnational families: A typology study

ABSTRACT

Using latent class analysis, this study examined the overall patterns of multifaceted intergenerational relationships of 604 parent-child dyads in 292 transnational families in Beijing, China. Three family relation types emerged: local obligatory (27%, with reciprocal support and ambivalent feelings), distant discordant (27%, with weak associations and high conflict), and distant intimate (46%, with highest filial ratings and emotional quality). Parents’ health and children’s marital status, socioeconomic status, childcare responsibilities, and sibling numbers were associated with different relation types. The findings are helpful for social workers to identify subgroups of older adults in transnational families who are at risk of having inadequate support.     

The Progression of Sexual Relationships

The authors examine factors associated with the advancement or dissolution of newly formed sexual relationships. Data from the 2006–2010 National Survey of Family Growth (NSFG) was used to examine women and men aged 18–39 (n = 2,774) whose most recent sexual relationship began within the 12 months before their interview. Results indicate that newly formed sexual relationships are often transitory. By 12 months, only 23% of respondents remained in nonresidential sexual relationships, another 27% were cohabiting with that partner, and half had ended their relationships. Sexual relationships formed before age 25 are significantly more likely to break up than to transition into cohabitation. Indicators of social class disadvantage, such as living with a stepparent, expedited cohabitation, whereas measures of advantage, such as having a college‐educated mother, deterred transitions into shared living. Racial differences also emerge: Blacks were less likely than Whites to transition rapidly into shared living.     

Managers in the Global Economy: A Multilevel Analysis

We examine individual‐ and country‐level determinants of managerial employment, using data from the 1989 to 2009 waves of the World Values and European Values Surveys (n = 89,336 employed adults in 59 countries). Reflecting the rise of the transnational capitalist class, we find that factors related to globalization and international political institutions are most strongly associated with opportunities to join the managerial class relative to factors related to the business‐cycle or development. Additionally, in a subset of countries with detailed occupational information, we find that global trade has a particularly strong, positive association with the odds of being a corporate manager in a large firm.     

Palestinian-Israeli single mothers accord motherhood a new meaning ‘I would like to teach my children a new way of life … I'm responsible for them now’

Over the last three decades, Palestinian society in Israel has undergone numerous changes, reflected in the rising numbers of families headed by single mothers. This article is based on a study conducted between 2007 and 2011 among 24 divorced, separated, and widowed Palestinian single mothers in Israel. I analyze this emerging family configuration, focusing on these women’s experiences as mothers and on how they accord new meaning to motherhood. My analysis will deal with the diverse ways these women ‘do motherhood’ and negotiate with different familial players. It will extend beyond the discourse on motherhood to shed light on the current changes in power and gender relations taking place in Palestinian-Israeli society.     

Kindergartners’ Development of Privileged Subjectivities within an Elite School

This case study investigates how kindergarten children thought and talked about their school in three socially stratified school settings: public, charter and private, and the extent to which they grasped sociocultural understandings related to social class. Data included field notes, interviews with the children and teachers, and parent surveys. A Bourdieuian lens illuminated emergent themes. Results indicate that children in the elite setting had developed sophisticated understandings of their privileged social locations and understood their position as distinct from other children.     

都市类报纸与"公共新闻"实践探索——以《楚天都市报》、《武汉晚报》为分析对象

“公共新闻”运动是20世纪90年代美国新闻界发起的一场声势浩大的新闻改革运动。“公共新闻”倡导媒体关注公共领域建设,鼓励民众参与公共事务,积极寻求与公众、政府间的沟通与交流,以探寻公共问题的解决之道。近两年国内也掀起了一股“公共新闻”热潮,其中都市类报纸的“公共新闻”实践具有一定的代表性,不仅秉承了“公共新闻”的核心理念和基本原理,同时也具有自身特色,对新闻媒体探索如何在当前新的社会形势下发挥信息沟通和舆论导向作用具有积极的示范效应。