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Terminological “Communities”: A Conceptual Mapping of Scholarship Identified With Education’s “Global Turn” 术语“共同体”:与教育“全球转向”相一致的奖学金概念映射
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20909161
H. Goren, Miri Yemini, C. Maxwell, E. Blumenfeld-Lieberthal
This chapter presents an innovative, cross-disciplinary methodological approach to systematically reviewing and comparing large bodies of literature using big data, Natural Language Processing, network analysis, and supplementary qualitative analysis. The approach is demonstrated through an analysis of the literature surrounding four common concepts within the scholarship related to the global turn in education: 21st-century skills, global citizenship, intercultural competencies, and cosmopolitan education. An analysis is made of each network representing the focal concepts. We also undertake a comparative analysis of topics appearing across the scholarship found on the different concepts. Through this analysis we highlight some benefits of the outlined methodology in identifying overarching themes across bodies of literature, locating differences in how topics are approached within the context of each concept, revealing blind spots and caveats in specific areas of scholarship, and being able to outline distinctive characteristics of the literature related to each concept. Limitations and potential uses of the method are subsequently discussed. This review will be of use to researchers from any field who are interested in novel methodological ways of unpacking and analyzing large bodies of knowledge, as well as scholars embarking on research related to the global turn in education, and finally, policymakers looking to identify which concepts to utilize in their work in this area.
本章提出了一种创新的跨学科方法论,使用大数据、自然语言处理、网络分析和补充定性分析来系统地回顾和比较大量文献。该方法是通过分析围绕学术界四个与全球教育转型相关的共同概念的文献来证明的:21世纪的技能、全球公民身份、跨文化能力和国际化教育。对代表焦点概念的每个网络进行了分析。我们还对学术界出现的不同概念的主题进行了比较分析。通过这一分析,我们强调了所概述的方法在确定各文献主体的总体主题、确定在每个概念的背景下如何处理主题的差异、揭示特定学术领域的盲点和注意事项以及能够概述与每个概念相关的文献的独特特征方面的一些好处。随后讨论了该方法的局限性和潜在用途。这篇综述将对任何领域的研究人员都有用,他们对解开和分析大量知识的新方法感兴趣,也对从事与全球教育转向相关研究的学者有用,最后,对希望确定在这一领域的工作中使用哪些概念的决策者有用。
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引用次数: 6
How Administrative Data Collection and Analysis Can Better Reflect Racial and Ethnic Identities 行政数据的收集和分析如何更好地反映种族和民族身份
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20903321
Samantha Viano, Dominique J. Baker
Measuring race and ethnicity for administrative data sets and then analyzing these data to understand racial/ethnic disparities present many logistical and theoretical challenges. In this chapter, we conduct a synthetic review of studies on how to effectively measure race/ethnicity for administrative data purposes and then utilize these measures in analyses. Recommendations based on this synthesis include combining the measure of Hispanic ethnicity with the broader racial/ethnic measure and allowing individuals to select more than one race/ethnicity. Data collection should rely on self-reports but could be supplemented using birth certificates or equivalent sources. Collecting data over time, especially for young people, will help identify multiracial and American Indian populations. For those with more complex racial/ethnic identities, including measures of country of origin, language, and recency of immigration can be helpful in addition to asking individuals which racial/ethnic identity they most identify with. Administrative data collection could also begin to incorporate phenotype measures to facilitate the calculation of disparities within race/ethnicity by skin tone. Those analyzing racial/ethnic disparities should understand how these measures are created and attempt to develop fieldwide terminology to describe racial/ethnic identities.
测量行政数据集的种族和民族,然后分析这些数据以了解种族/民族差异,这在逻辑和理论上都存在许多挑战。在本章中,我们对如何为行政数据目的有效测量种族/民族的研究进行了综合回顾,然后在分析中使用这些测量。基于这一综合的建议包括将西班牙裔的衡量标准与更广泛的种族/族裔衡量标准相结合,并允许个人选择多个种族/族裔。数据收集应依靠自我报告,但可以使用出生证明或同等来源进行补充。随着时间的推移,收集数据,特别是对年轻人的数据,将有助于识别多种族和美洲印第安人。对于那些具有更复杂种族/民族身份的人来说,除了询问他们最认同哪个种族/民族的身份外,包括原籍国、语言和移民最近程度的衡量标准也会有所帮助。行政数据收集也可以开始纳入表型测量,以便于根据肤色计算种族/民族内的差异。那些分析种族/民族差异的人应该了解这些措施是如何制定的,并尝试开发全领域的术语来描述种族/民族身份。
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引用次数: 16
Moving Beyond the Paradigm Wars: Emergent Approaches for Education Research 超越范式战争:教育研究的新兴方法
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20909400
M. Pivovarova, Jeanne M. Powers, Gustavo E. Fischman
I 2002, the National Research Council (NRC) released a report that articulated its vision about education research (Eisenhart & Towne, 2003; Feuer et al., 2002), which focused on scientifically based research methods. The release of the report was followed by an extensive debate and is broadly understood as part of the long-standing “paradigm war”1 in the field (Fischman & Tefera, 2014; Munoz-Najar Galvez et al., 2019). Some of the scholars defending the criteria advanced by the report had somewhat traditionally dismissive views of education research “as something of a stepchild, reluctantly tolerated at the margins of academe and rarely trusted by policy makers, practitioners, or members of the public at large” (Lagemann, 2000, p. x). A similar perspective was advanced by Grover Whitehurst, the influential director of the Institute of Education Sciences from 2002 to 2008, who claimed that the
2002年,美国国家研究委员会(NRC)发布了一份报告,阐述了其对教育研究的愿景(Eisenhart & Towne, 2003;Feuer et al., 2002),侧重于基于科学的研究方法。该报告的发布引发了广泛的争论,并被广泛理解为该领域长期存在的“范式战争”的一部分(Fischman & Tefera, 2014;Munoz-Najar Galvez等人,2019)。一些为该报告提出的标准辩护的学者,有些传统地对教育研究持否定态度,认为它“就像一个继子,在学术界的边缘勉强容忍,很少得到政策制定者、从业者或公众的信任”(Lagemann, 2000, p. x)。2002年至2008年期间担任教育科学研究所(Institute of education Sciences)有影响力的主任的格罗弗·怀特赫斯特(Grover Whitehurst)也提出了类似的观点,他声称,教育研究是一种教育研究
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引用次数: 4
Place Matters: A Critical Review of Place Inquiry and Spatial Methods in Education Research 地点问题:对教育研究中地点调查和空间方法的批判性回顾
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20903303
Alisha Butler, Kristine Sinclair
Place is an inescapable aspect of daily life and is intimately linked to our life experiences. An expanding body of research has investigated how place shapes the “geography of opportunity” as well as students’, families’, and stakeholders’ experiences in and around schools. While researchers have begun to investigate the spatial context of education, the notion of place remains somewhat underconceptualized in education research. This chapter draws on an interdisciplinary review of 60 empirical, education-related studies to understand how researchers have accounted for place, the theoretical and conceptual frames in which they ground their work, and their data collection methods. We find that researchers have used place inquiry and spatial methods to investigate diverse education-related phenomena, such as school choice and teaching and learning. Beyond using place to identify and describe inequalities, we argue that place inquiry and spatial methodologies can strengthen the potential of education research to disrupt systems of power and oppression by also advancing our knowledge of the nature of and potential solutions to educational injustice.
地点是日常生活中不可避免的一个方面,与我们的生活经历密切相关。越来越多的研究机构调查了地点如何塑造“机会地理”,以及学生、家庭和利益相关者在学校内外的经历。虽然研究人员已经开始研究教育的空间背景,但在教育研究中,场所的概念仍然有些概念化。本章通过对60项与教育相关的实证研究进行跨学科回顾,以了解研究人员如何解释地点、他们工作的理论和概念框架,以及他们的数据收集方法。研究发现,研究者利用地点探究和空间研究方法对学校选择、教与学等多种教育相关现象进行了研究。除了使用地点来识别和描述不平等之外,我们认为,地点调查和空间方法可以增强教育研究的潜力,通过提高我们对教育不公正的本质和潜在解决方案的认识,破坏权力和压迫系统。
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引用次数: 22
Geospatial Analysis: A New Window Into Educational Equity, Access, and Opportunity 地理空间分析:研究教育公平、获取和机会的新窗口
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20907362
C. Cobb
A robust body of geographic education policy research has been amassing over the past 25 years, as researchers from a variety of disciplinary backgrounds have recognized the value of examining education phenomena from a spatial perspective. In this chapter, I synthesize 42 studies that examine education issues using a geographic information system, or GIS. The review is framed by the major thread that runs through this body of research: educational equity, access, and opportunity. I summarize the research within seven theme-based research topics and offer examples of geospatial analysis as applied to education. The chapter includes a discussion of the major barriers and limitation facing GIS researchers and offers thoughts about the future.
在过去的25年里,随着来自各种学科背景的研究人员认识到从空间角度审视教育现象的价值,一大批强有力的地理教育政策研究已经积累起来。在本章中,我综合了42项使用地理信息系统(GIS)研究教育问题的研究。这篇综述是由贯穿这一研究主体的主线构成的:教育公平、机会和机会。我在七个基于主题的研究主题中总结了这项研究,并提供了地理空间分析应用于教育的例子。本章讨论了地理信息系统研究人员面临的主要障碍和局限,并对未来进行了思考。
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引用次数: 8
Bifurcating Worlds? A Systematic Review of How Visual and Language Data Are Combined to Study Teachers and Their Teaching 分叉的世界吗?如何结合视觉和语言数据来研究教师及其教学的系统回顾
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20903305
R. Schachter, D. Freeman, Naivedya Parakkal
Connecting teachers’ perspectives with their practice is an enduring challenge shaping what and how we understand teaching. Researchers tend to bifurcate teachers’ work between their private and their public lives. These “worlds” bring particular meanings that are rendered through the analyses of visual documentations of teaching and teachers’ language-based accounts of their teaching. Combining these two forms of data is a basic research challenge both operationally and conceptually. Operationally, the researcher determines how the forms are connected and which decisions reflect (and are anchored in) conceptual warrants. This review identified 52 studies that combine visual and language data to study teachers and teaching to examine how data were collected and analyzed in the studies and what types of the theoretical frameworks were used to warrant the interpretations resulting from the connections. The review found only seven studies that balanced both worlds by explicitly warranting how the two forms of data were interconnected. Otherwise, most studies foregrounded one form of data and drew on the other to support or explain the first. Whereas most of the authors rationalized the connection between the forms of data in their studies, few took the more complex step of theorizing how the two worlds were connected. We argue that such incomplete connections risk inaccurately representing the work of teaching. We propose some design questions and research procedures that researchers may use to avoid bifurcating teachers’ worlds.
将教师的观点与实践联系起来,是塑造我们理解教学内容和方式的一项持久挑战。研究人员倾向于将教师的工作分为私人生活和公共生活。这些“世界”带来了特殊的意义,这些意义是通过分析教学的视觉文档和教师对其教学的基于语言的描述来呈现的。将这两种形式的数据结合起来是一项基本的研究挑战,无论是在操作上还是在概念上。在操作上,研究人员确定这些形式是如何连接的,以及哪些决策反映(并锚定)了概念保证。这篇综述确定了52项研究,这些研究将视觉和语言数据结合起来,对教师和教学进行研究,以检查研究中如何收集和分析数据,以及使用何种类型的理论框架来保证这些联系所产生的解释。该综述发现,只有七项研究明确保证了这两种形式的数据是如何相互关联的,从而平衡了这两个世界。除此之外,大多数研究都预测了一种形式的数据,并利用另一种形式来支持或解释第一种形式。尽管大多数作者在他们的研究中合理化了数据形式之间的联系,但很少有人采取更复杂的步骤来理论化这两个世界是如何联系的。我们认为,这种不完整的联系有可能不准确地代表教学工作。我们提出了一些设计问题和研究程序,研究人员可以使用这些问题和程序来避免教师世界的分叉。
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引用次数: 2
Research on Continuous Improvement: Exploring the Complexities of Managing Educational Change 持续改进研究:探索管理教育变革的复杂性
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20907363
Maxwell M. Yurkofsky, A. Peterson, Jal Mehta, Rebecca Horwitz-Willis, Kim Frumin
As a result of the frustration with the dominant “What Works” paradigm of large-scale research-based improvement, practitioners, researchers, foundations, and policymakers are increasingly embracing a set of ideas and practices that can be collectively labeled continuous improvement (CI) methods. This chapter provides a comparative review of these methods, paying particular attention to CI methods’ intellectual influences, theories of action, and affordances and challenges in practice. We first map out and explore the shared intellectual forebears that CI methods draw on. We then discuss three kinds of complexity to which CI methods explicitly attend—ambiguity, variability, and interdependence—and how CI methods seek a balance of local and formal knowledge in response to this complexity. We go on to argue that CI methods are generally less attentive to the relational and political dimensions of educational change and that this leads to challenges in practice. We conclude by considering CI methods’ aspirations for impact at scale, and offer a number of recommendations to inform future research and practice.
由于对大规模基于研究的改进的主导“什么有效”范式感到沮丧,从业者、研究人员、基金会和政策制定者越来越多地接受一套可以统称为持续改进(CI)方法的想法和实践。本章对这些方法进行了比较回顾,特别关注CI方法的智力影响、行动理论以及实践中的启示和挑战。我们首先绘制并探索了CI方法所借鉴的共同知识祖先。然后,我们讨论了CI方法明确涉及的三种复杂性——模糊性、可变性和相互依赖性——以及CI方法如何寻求局部知识和形式知识的平衡以应对这种复杂性。我们继续认为,CI方法通常不太关注教育变革的关系和政治层面,这导致了实践中的挑战。最后,我们考虑了CI方法对大规模影响的期望,并提出了一些建议,为未来的研究和实践提供信息。
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引用次数: 30
Mining Big Data in Education: Affordances and Challenges 挖掘教育大数据:机遇与挑战
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20903304
Christian Fischer, Z. Pardos, R. Baker, J. Williams, P. Smyth, Renzhe Yu, Stefan Slater, Rachel B. Baker, M. Warschauer
The emergence of big data in educational contexts has led to new data-driven approaches to support informed decision making and efforts to improve educational effectiveness. Digital traces of student behavior promise more scalable and finer-grained understanding and support of learning processes, which were previously too costly to obtain with traditional data sources and methodologies. This synthetic review describes the affordances and applications of microlevel (e.g., clickstream data), mesolevel (e.g., text data), and macrolevel (e.g., institutional data) big data. For instance, clickstream data are often used to operationalize and understand knowledge, cognitive strategies, and behavioral processes in order to personalize and enhance instruction and learning. Corpora of student writing are often analyzed with natural language processing techniques to relate linguistic features to cognitive, social, behavioral, and affective processes. Institutional data are often used to improve student and administrational decision making through course guidance systems and early-warning systems. Furthermore, this chapter outlines current challenges of accessing, analyzing, and using big data. Such challenges include balancing data privacy and protection with data sharing and research, training researchers in educational data science methodologies, and navigating the tensions between explanation and prediction. We argue that addressing these challenges is worthwhile given the potential benefits of mining big data in education.
大数据在教育领域的出现催生了新的数据驱动方法,以支持明智的决策和提高教育效率的努力。学生行为的数字痕迹保证了对学习过程的更可扩展和更细粒度的理解和支持,而以前使用传统的数据源和方法获得这些数据的成本太高。这篇综合综述描述了微观层面(如点击流数据)、中观层面(如文本数据)和宏观层面(如机构数据)大数据的功能和应用。例如,点击流数据通常用于操作和理解知识、认知策略和行为过程,以个性化和增强教学和学习。学生写作的语料库通常使用自然语言处理技术进行分析,以将语言特征与认知、社会、行为和情感过程联系起来。机构数据通常用于通过课程指导系统和预警系统改善学生和行政决策。此外,本章概述了访问、分析和使用大数据的当前挑战。这些挑战包括平衡数据隐私和保护与数据共享和研究,培训研究人员的教育数据科学方法,以及导航解释和预测之间的紧张关系。我们认为,考虑到挖掘教育大数据的潜在好处,解决这些挑战是值得的。
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引用次数: 159
Emerging Perspectives on the Co-Construction of Power and Learning in the Learning Sciences, Mathematics Education, and Science Education 学习科学、数学教育和科学教育中权力与学习共同建构的新视角
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20903309
T. Philip, Ayush Gupta
In this chapter, we examine a significant shift in research in the learning sciences, mathematics education, and science education that increasingly attends to the co-construction of power and learning. We review articles in these fields that embody a new sense of theoretical and methodological possibilities and dilemmas, brewing at the intersections of critical social theory and the methodological approaches of interaction analysis and microgenetic analysis. We organize our review into three thematic categories: (1) the dynamic construction of identity and ideology, (2) attending to the organization of a learning environment, and (3) leveraging and repurposing tools. Reading across these thematic areas, we identify and outline a burgeoning subfield that we term critical interaction and microgenetic analysis. By bringing this collection of articles together, this chapter provides collective epistemic and empirical weight to claims of power and learning as co-constituted and co-constructed through interactional, microgenetic, and structural dynamics. In our conclusions, we suggest six analytical commitments that are important to hold when engaging in critical interaction and microgenetic analysis.
在本章中,我们考察了学习科学、数学教育和科学教育研究中的一个重大转变,即越来越多地关注权力与学习的共同建构。我们回顾了这些领域的文章,这些文章体现了一种新的理论和方法上的可能性和困境,在批判社会理论和相互作用分析和微遗传分析的方法方法的交叉点酝酿。我们将回顾分为三个主题类别:(1)身份和意识形态的动态构建,(2)关注学习环境的组织,以及(3)利用和重新利用工具。通过阅读这些主题领域,我们确定并概述了一个新兴的子领域,我们称之为关键相互作用和微遗传分析。通过将这些文章集合在一起,本章为通过相互作用、微遗传和结构动力学共同构成和共同构建的权力和学习的主张提供了集体的认识论和经验权重。在我们的结论中,我们提出了在进行关键相互作用和微遗传分析时重要的六项分析承诺。
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引用次数: 16
Research Synthesis Infrastructures: Shaping Knowledge in Education 研究综合基础设施:在教育中塑造知识
IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-03-01 DOI: 10.3102/0091732X20907350
J. Hammond, P. Moss, Minh Q. Huynh, C. Lagoze
Research syntheses provide one means of managing the proliferation of research knowledge by integrating learnings across primary research studies. What it means to appropriately synthesize research, however, remains a matter of debate: Syntheses can assume a variety of forms, each with important implications for the shape knowledge takes and the interests it serves. To help shed light on these differences and their stakes, this chapter provides a critical comparative review of six research synthesis infrastructures, entities that support research syntheses through investments they make in synthesis production and/or publication—enabling (and constraining) the ways knowledge takes shape. Identifying our critical cases through purposive selection, we examined research synthesis infrastructure variations with respect to four different kinds of investments they make: in the genres of synthesis they support, in their promotion of synthesis quality, in sponsoring stakeholder engagement, and in creating the conditions for collective work. We draw on this comparison to suggest some of the potential changes and challenges in store for education researchers in future years.
研究综合提供了一种通过整合初级研究中的知识来管理研究知识扩散的方法。然而,适当地综合研究意味着什么仍然是一个有争议的问题:综合可以采取多种形式,每种形式都对知识的形态及其所服务的兴趣有重要影响。为了帮助阐明这些差异及其利害关系,本章对六个研究合成基础设施进行了批判性的比较审查,这些基础设施是通过对合成生产和/或出版的投资来支持研究合成的实体,能够(和限制)知识的形成方式。通过有目的的选择来识别我们的关键案例,我们检查了研究合成基础设施在他们所做的四种不同投资方面的变化:在他们支持的合成类型方面,在他们促进合成质量方面,在赞助利益相关者参与方面,以及在为集体工作创造条件方面。我们利用这一比较提出了未来几年教育研究人员面临的一些潜在变化和挑战。
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引用次数: 1
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Review of Research in Education
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