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This study uses migrant household survey data from 2008 to 2009 to examine how parental migration decisions are associated with the nutritional status of children in rural and urban China. Results from instrumental variables regressions show a substantial adverse effect of children’s exposure to parental migration on height-for-age Z scores of left-behind children relative to children who migrate with their parents. Additional results from a standard Blinder–Oaxaca decomposition, a quantile decomposition, and a counterfactual distribution analysis all confirm that children who are left behind in rural villages – usually because of the oppressive hukou system – have poorer nutritional status than children who migrate with their parents, and the gaps are biggest at lower portions of the distribution.

The minimum wage has been regarded as an important element of public policy for reducing poverty and inequality. Increasing the minimum wage is supposed to raise earnings for millions of low-wage workers and therefore lower earnings inequality. However, there is no consensus in the existing literature from industrialized countries regarding whether increasing the minimum wage has helped lower earnings inequality. China has recently exhibited rapid economic growth and widening earnings inequality. Since China promulgated new minimum wage regulations in 2004, the magnitude and frequency of changes in the minimum wage have been substantial, both over time and across jurisdictions. The growing importance of research on the relationship between the minimum wage and earnings inequality and its controversial nature have sparked heated debate in China, highlighting the importance of rigorous research to inform evidence-based policy making. We investigate the contribution of the minimum wage to the well-documented rise in earnings inequality in China from 2004 to 2009 by using city-level minimum wage panel data and a representative Chinese household survey, and we find that increasing the minimum wage reduces inequality – by decreasing the earnings gap between the median and the bottom decile – over the analysis period.

Teacher retention and continued teacher growth and development have long been critical global issues in education. The recent pandemic crisis and subsequent “great resignation” (Lodewick, 2022) have returned our attention to the need for positive and enriching educational landscapes that promote teacher collaborative reflection, knowledge, and growth in order to sustain teachers in the field. This chapter explores the ongoing teacher learning that has occurred within two knowledge communities (Craig, 1995b) in the United States. It begins with an overview of Craig's early work with teachers, during which her conceptualization of knowledge communities emerged. According to Craig, knowledge communities are safe, collaborative spaces that cohere around teachers' intra/inter-school dialogue and their storying/restorying (Clandinin & Connelly, 1996, 1998) of experiences. Additionally, knowledge communities (Craig, 1995b) begin with originating events, allow teachers' experiences (Dewey, 1938) to resonate with others in the group, feature reciprocity of members' mindful responses, and promote the development of shared ways of knowing. Equally important, knowledge communities evolve and change, fuel ongoing reflection in community, and bring moral horizons into view. Employing these knowledge community qualities as our lens, we examine the interactions of the Portfolio Group and the Faculty Academy. The Portfolio Group is a teacher/teacher educator/researcher group formed in 1998 during a US education reform era (Craig, Curtis et al., 2020). Its sister group, the Faculty Academy, is a cross-institutional, cross-discipline higher education group of teacher educators/researchers formed in 2002 (Craig, Turchi et al., 2020). Employing a parallel stories representation (Craig, 1999), exemplars (Mishler, 1990) from both groups show how teacher collaborative groups have the capacity to be safe spaces in which critical professional dialogue, reflective exchanges, and generous scholarship occur among members. Furthermore, they are nurturing spaces in which teachers can thrive and be their best-loved selves (Craig, 2013; Schwab, 1954/1978). These two groups exemplify the ways in which knowledge communities support teacher collaboration, promote ongoing teacher growth and development, and foster teacher sustainability.

Gives an in depth view of the strategies pursued by the world’s leading chief executive officers in an attempt to provide guidance to new chief executives of today. Considers the marketing strategies employed, together with the organizational structures used and looks at the universal concepts that can be applied to any product. Uses anecdotal evidence to formulate a number of theories which can be used to compare your company with the best in the world. Presents initial survival strategies and then looks at ways companies can broaden their boundaries through manipulation and choice. Covers a huge variety of case studies and examples together with a substantial question and answer section.

Considering the last-mile delivery service supply chain as a social-ecological system rather than just a firm-based service system, this research exploit the COVID-19 pandemic disruption to investigate how the supply chain develops resilience from a viewpoint that integrates a social-ecological perspective with the traditional engineering one.

This research adopt a multi-case study approach using qualitative data collected via semi-structured interviews with executive-level managers from nine leading UK last-mile delivery companies. Data analysis is guided by a research framework which is developed by combining the social-ecological perspective with the structure–conduct–performance paradigm. This framework aids the investigation of the impacts of external challenges on companies' resilience strategies and practices, as well as performance, in response to disruptions.

The research identifies three distinct pathways to resilience development: stabilization, focussing on bouncing back to the original normal; adaptation, involving evolutionary changes to a new normal; transformation, involving revolutionary changes in pursuit of a new normal-plus. Three strategic orientations are identified as operating across these pathways: people orientation, digital orientation, and learning orientation.

In contrast to the manufacturing supply chain focus of most current research, this research concentrates on the service supply chain, investigating its resilience with a social-ecological perspective alongside the traditional engineering one.

With the increasing number of Web services, correct and efficient classification of Web services is crucial to improve the efficiency of service discovery. However, existing Web service classification approaches ignore the class overlap in Web services, resulting in poor accuracy of classification in practice. This paper aims to provide an approach to address this issue.

This paper proposes a label confusion and priori correction-based Web service classification approach. First, functional semantic representations of Web services descriptions are obtained based on BERT. Then, the ability of the model is enhanced to recognize and classify overlapping instances by using label confusion learning techniques; Finally, the predictive results are corrected based on the label prior distribution to further improve service classification effectiveness.

Experiments based on the ProgrammableWeb data set show that the proposed model demonstrates 4.3%, 3.2% and 1% improvement in Macro-F1 value compared to the ServeNet-BERT, BERT-DPCNN and CARL-NET, respectively.

This paper proposes a Web service classification approach for the overlapping categories of Web services and improve the accuracy of Web services classification.

What started as a pilot project in 1985 has become a successful online tool for resource sharing today. The IRVING Network gives libraries with incompatible computers the ability to access each other's current catalog, determine circulation status, and process interlibrary loan transactions, while maintaining the integrity of their own systems. Although communication standards are evolving through the efforts of the Linked Systems Project, cooperative vendor programs in AVIAC, and Standards Committee D of NISO, it may be years before the majority of vendors can implement the standards and offer network packages to libraries across the country. In the meantime, the IRVING Library Network presents a practical, working solution to the problem of linking heterogenous library systems.