Scaling up Content Analysis

ABSTRACT

Employing a number of different standalone programs is a prevalent approach among communication scholars who use computational methods to analyze media content. For instance, a researcher might use a specific program or a paid service to scrape some content from the Web, then use another program to process the resulting data, and finally conduct statistical analysis or produce some visualizations in yet another program. This makes it hard to build reproducible workflows, and even harder to build on the work of earlier studies. To improve this situation, we propose and discuss four criteria that a framework for automated content analysis should fulfill: scalability, free and open source, adaptability, and accessibility via multiple interfaces. We also describe how to put these considerations into practice, discuss their feasibility, and point toward future developments.     

近代中国留学史研究的回顾与反思

近代中国留学史研究发端于二十世纪初的教育史研究,且较早得到国外学者的关注。自上世纪九十年代,相关学术成果不断涌现。目前,理论视角、研究方法以及史料运用等方面存在的问题成为制约留学史研究进一步发展的瓶颈。     

Three “centuries”: the context and development of rural construction in China

If the shoe doesn’t fit, it is a mistake to change the foot, but in essence this is what occurred in 20th-century China, in the context of rural construction. Motivated by self-preservation, nationalist forces in China resisted the hasty, indiscriminate and harmful importation (indeed, imposition) of western influences, but these external influences ultimately predominated over traditional domestic practices. Radical ideologies evolved, destroying traditional construction methods while promoting ill-conceived, but ostensibly “modern” counterparts, or chaotic syntheses of old and new. Rural economies were devastated, to the despair of peasants. The internal response to external stimulus had become far more damaging, the cure its own fatal disease. Amid ongoing efforts at reconstruction, local committees were formed that varied in efficiency, and successive waves of rural construction featured a wide array of approaches, far more than merely “top down” or “bottom up (grassroots).” And yet, while conditions have improved, the symptoms of radical response persist. The proper cure should be context-dependent reform.     

The entrepreneurial university and academic discourses: The meta‐synthesis of Higher Education articles

The innovative teaching, knowledge and technology production and societal service activities of academics are largely discussed within the entrepreneurial university discourse in Higher Education journals. Therefore, this research focuses on a meta‐synthesis of Higher Education articles to better understand the concepts of the entrepreneurial university and entrepreneurial academic. After the systematic elimination based on keywords and titles, 25 articles have been selected from the top 10 Higher Education journals in the SCImago Journal Rankings. Content analysis was performed on these articles to highlight the common operational areas in entrepreneurial universities and activities of entrepreneurial academics. The meta‐synthesis shows that, both for universities and academics, entrepreneurship is overwhelmingly characterised by the commercialisation of scholarly activities that enrich institutional income revenue as well as academics’ personal income. However, such an approach can distance universities from their mission of public good; so Higher Education administrators should create mechanisms that would allow both to take place in a balanced way.     

口语测试量表设计方法的审视与思考

从介绍的角度审视现成口语测试量表设计的主要种类和特点;对比量表设计的优劣;探讨合适的设计方法和可行性。     

Strength,Weakness, Opportunity,Threat (SWOT) Analysis of the Adaptations to Anatomical Education in the United Kingdom and Republic of Ireland in Response to the Covid-19 Pandemic

The Covid-19 pandemic has driven the fastest changes to higher education across the globe, necessitated by social distancing measures preventing face-to-face teaching. This has led to an almost immediate switch to distance learning by higher education institutions. Anatomy faces some unique challenges. Intrinsically, anatomy is a three-dimensional subject that requires a sound understanding of the relationships between structures, often achieved by the study of human cadaveric material, models, and virtual resources. This study sought to identify the approaches taken in the United Kingdom and Republic of Ireland to deliver anatomical education through online means. Data were collected from 14 different universities in the United Kingdom and Republic of Ireland and compared adopting a thematic analysis approach. Once themes were generated, they were collectively brought together using a strength, weakness, opportunity, threat (SWOT) analysis. Key themes included the opportunity to develop new online resources and the chance to engage in new academic collaborations. Academics frequently mentioned the challenge that time constrains could place on the quality and effectiveness of these resources; especially as in many cases the aim of these resources was to compensate for a lack of exposure to cadaveric exposure. Comparisons of the actions taken by multiple higher education institutions reveal the ways that academics have tried to balance this demand. Discussions will facilitate decisions being made by higher education institutions regarding adapting the curriculum and assessment methods in anatomy.