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Journal of Mixed Methods Research最新文献

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Operationalizing and Expanding the Rigorous Mixed Methods Framework for Systematic Reviews: The Case of Inclusive Education 操作和扩展严格的混合方法系统评价框架:以全纳教育为例
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-05-10 DOI: 10.1177/15586898231175192
B. Parey, Elisabeth L. Kutscher
Rigor evaluation in mixed methods research is a growing need. Linking rigor to Hong and Pluye’s (2019) concepts of methodological and reporting quality, the purpose of this article is to operationalize and expand Harrison et al.’s (2020) Rigorous Mixed Methods Framework. Drawing from a systematic methodological review of 66 inclusive education studies, we (a) operationalize each element of the original framework, and (b) present arguments for two additional advanced elements, paradigm and ethics. Contributions to the field of mixed methods include situating the concept of rigor in the quality literature, expanding a rigor tool by developing guiding questions, and offering both conceptual and empirical justification for including paradigm and ethics in the rigor tool.
在混合方法研究中,严格的评估是一种日益增长的需求。本文将严谨性与洪和普鲁耶(2019)的方法论和报告质量概念联系起来,旨在操作和扩展Harrison等人(2020)的严谨混合方法框架。根据对66项包容性教育研究的系统方法论审查,我们(a)对原始框架的每个要素进行操作,以及(b)对范式和伦理这两个额外的高级要素提出论点。对混合方法领域的贡献包括将严谨的概念定位在高质量的文献中,通过开发指导性问题来扩展严谨工具,并为将范式和伦理纳入严谨工具提供概念和经验上的正当性。
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引用次数: 0
Graphical Retrieval and Analysis of Temporal Information Systems (GRATIS): An Integrative Mixed Methodology and Open-Access Software to Analyze the (Non-)Linear Chronological Evolution of Information Embedded in Textual/Qualitative Data 时间信息系统的图形检索和分析(GRATIS):一种综合混合方法和开放获取软件来分析嵌入在文本/定性数据中的信息(非)线性时间演变
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-04-18 DOI: 10.1177/15586898231166968
Manuel S. González Canché
Like a video that reveals much more than a single photo, the incorporation of time to the analysis of qualitative evidence promotes contextualized understandings and allows research participants and readers to interactively review the processes and rationale that researchers followed to craft their findings and conclusions. However, mixed methods and qualitative methodologies available today forfeit the nuances gained by analyzing the chronological/temporal evolution of processes. We contribute to mixed methods research by introducing graphical retrieval and analysis of temporal information systems (GRATIS), a methodology (and open-access software) designed to visualize and analyze the time-based richness embedded in all qualitative/textual data. GRATIS employs dynamic network visualizations and data science mining/retrieval tools to combat the assumption that longitudinal studies require large timespans. We showcase how all qualitatively- or machine-learning-coded textual data may be analyzed with no extra feature engineering (i.e., data cleaning or preparation), rendering fully integrative/interactive outputs that strengthen the transparency of our findings and conclusions and open the “analytic black box” that characterizes most of mixed methods and qualitative studies to date. GRATIS contributes to democratizing data science by removing financial and computer programming barriers to benefit from data science applications. All data and software to replicate the analyses are provided with this submission.
就像一个视频,揭示了比一张照片更多的东西,将时间结合到定性证据的分析中,促进了情境化的理解,并允许研究参与者和读者互动地回顾研究人员遵循的过程和基本原理,以形成他们的发现和结论。然而,今天可用的混合方法和定性方法丧失了通过分析过程的时间/时间演变而获得的细微差别。我们通过引入时间信息系统的图形检索和分析(GRATIS)为混合方法研究做出了贡献,这是一种方法(和开放获取软件),旨在可视化和分析嵌入在所有定性/文本数据中的基于时间的丰富性。GRATIS采用动态网络可视化和数据科学挖掘/检索工具来对抗纵向研究需要大时间跨度的假设。我们展示了如何在没有额外特征工程(即数据清理或准备)的情况下分析所有定性或机器学习编码的文本数据,呈现完全集成/交互的输出,从而加强我们的发现和结论的透明度,并打开迄今为止大多数混合方法和定性研究的特征“分析黑匣子”。通过消除财务和计算机编程障碍,从数据科学应用中受益,GRATIS有助于数据科学的民主化。所有用于复制分析的数据和软件都随本报告一起提供。
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引用次数: 0
Digital Mixed Content Analysis for the Study of Digital Platform Social Data: An Illustration from the Analysis of COVID-19 Risk Perception in the Italian Twittersphere. 数字平台社交数据研究的数字混合内容分析:以意大利twitter用户对COVID-19风险认知的分析为例
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-04-01 Epub Date: 2022-01-21 DOI: 10.1177/15586898211067647
Gabriella Punziano, Ciro C De Falco, Domenico Trezza

The explosion of platform social data as digital secondary data, collectable through sophisticated and automatized query systems or algorithms, makes it possible to accumulate huge amounts of dense and miscellaneous data. The challenge for social researchers becomes how to extract meaning and not only trends in a quantitative and in a qualitative manner. Through the application of a digital mixed content analysis design, we present the potentiality of a hybrid digitalized approach to social content applied to a very tricky question: the recognition of risk perception during the first phase of COVID-19 in the Italian Twittersphere. The contribution of our article to mixed methods research consists in the extension of the existing definitions of content analysis as a mixed approach by combining hermeneutic and automated procedures, and by creating a design model with vast application potential, especially when applied to the digital scenario.

平台社交数据作为数字辅助数据的爆炸式增长,可以通过复杂和自动化的查询系统或算法收集,这使得积累大量密集而繁杂的数据成为可能。社会研究人员面临的挑战是如何提取意义,而不仅仅是以定量和定性的方式提取趋势。通过应用数字混合内容分析设计,我们展示了将混合数字化方法应用于社交内容的潜力,该方法适用于一个非常棘手的问题:意大利twitter圈在2019冠状病毒病第一阶段的风险感知识别。我们的文章对混合方法研究的贡献在于,通过结合解释学和自动化过程,并通过创建具有巨大应用潜力的设计模型,将内容分析的现有定义扩展为混合方法,特别是在应用于数字场景时。
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引用次数: 0
Leveraging the Power of Online Qualitative Inquiry in Mixed Methods Research: Novel Prospects and Challenges Amidst COVID-19. 在混合方法研究中利用在线定性调查的力量:新冠肺炎期间的新前景和挑战
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-04-01 Epub Date: 2022-04-17 DOI: 10.1177/15586898221084504
Cara Meixner, Dan J Spitzner

The rare circumstances of COVID-19 have transformed research toward increased dependence on online spaces. This article examines related challenges and opportunities, focusing on how philosophical and ethical implications are differentially manifest amid crisis. Anchored by a transformative perspective, our framework recognizes heightened vulnerabilities amid COVID-19; it seeks dexterous strategies for implementing qualitative strands that adapt well to a virtual context while remaining philosophically grounded and ethical. Our findings highlight issues of unequal access, disembodiment, safety and vulnerability, researcher positionality, anonymity, and the delineation between private and public spaces; we also showcase an array of virtual qualitative methods. We conclude that ethical practice in the use of online methods is likely to be broadly applicable and adaptable to the mixed methods research community.

COVID-19的罕见情况使研究越来越依赖在线空间。本文探讨了相关的挑战和机遇,重点关注哲学和伦理影响如何在危机中不同地表现出来。我们的框架以变革视角为基础,认识到COVID-19期间脆弱性加剧;它寻求灵活的策略,以实现定性链,很好地适应虚拟环境,同时保持哲学基础和道德。我们的研究结果突出了不平等的访问、分离、安全和脆弱性、研究人员的定位、匿名性以及私人和公共空间之间的划分等问题;我们还展示了一系列虚拟定性方法。我们的结论是,使用在线方法的伦理实践可能广泛适用于混合方法研究界。
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引用次数: 0
In This Issue: Collaboration in Mixed Methods Research, Core-Periphery Perspective, Digital Content Mixed Analysis, Online Mixed Methods, Practical Utility of Mixed Methods and the Repertory Grid Technique 本文讨论:混合方法研究的合作、核心-外围视角、数字内容混合分析、在线混合方法、混合方法的实际应用和储备网格技术
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-03-22 DOI: 10.1177/15586898231163433
José F. Molina-Azorín, T. Guetterman
of collaborative
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引用次数: 0
Reviewer Summary for Journal of Mixed Methods Research 《混合方法研究杂志》审稿人摘要
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-03-22 DOI: 10.1177/15586898231162754
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引用次数: 0
Virtual Special Issue on “Collaborative Practices in Mixed Methods Research” “混合方法研究中的协同实践”虚拟特刊
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-03-22 DOI: 10.1177/15586898231163434
M. Archibald
Mixed methods research (MMR) is inherently a boundary spanning practice (Archibald, 2016). Common to this understanding is that boundary spanning occurs over the methodological borderlines of qualitative and quantitative research approaches. Equally relevant is the boundary spanning that takes place within and between investigative teams, communities, stakeholder groups, and bodies of knowledge. Bridging across boundaries attends to the spirit of diversity characteristic of MMR (Greene, 2007), enables collective responses to complex social problems (Lucero et al., 2018; Poth, 2018), provides opportunities to approach persistent challenges from new angles (Johnson et al., 2007)
混合方法研究(MMR)本质上是一种跨越边界的实践(Archibald, 2016)。这种理解的共同点是,边界跨越发生在定性和定量研究方法的方法论边界上。同样重要的是调查小组、社区、利益相关者团体和知识体系内部和之间的边界跨越。跨越边界的桥梁关注了MMR的多样性精神(Greene, 2007),使集体应对复杂的社会问题成为可能(Lucero et al., 2018;Poth, 2018),提供了从新的角度处理持续挑战的机会(Johnson et al., 2007)。
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引用次数: 4
Media Review: Secondary Data in Mixed Methods Research 媒体评论:混合方法研究中的二手数据
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-03-13 DOI: 10.1177/15586898231162761
Camille R. Quinn
Mixed methods research (
混合方法研究(
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引用次数: 1
Machine Learning Mixed Methods Text Analysis: An Illustration From Automated Scoring Models of Student Writing in Biology Education 机器学习混合方法文本分析——以生物教育学生写作自动评分模型为例
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-02-03 DOI: 10.1177/15586898231153946
Kamali N. Sripathi, R. Moscarella, Matthew Steele, Rachel Yoho, Hyesun You, L. Prevost, M. Urban-Lurain, John E. Merrill, Kevin C. Haudek
Assessing student knowledge based on their writing using traditional qualitative methods is time-consuming. To improve speed and consistency of text analysis, we present our mixed methods development of a machine learning predictive model to analyze student writing. Our approach involves two stages: first an exploratory sequential design, and second an iterative complex design. We first trained our predictive model using qualitative coding of categories (ideas) in student writing. We next revised our model based on feedback from instructor-users. The model itself highlighted categories in need of revision. The contribution to mixed methods research lies in our innovative use of the machine learning tool as a rapid, consistent additional coder, and a resource that can predict codes for new student writing.
使用传统的定性方法根据学生的写作来评估他们的知识是非常耗时的。为了提高文本分析的速度和一致性,我们提出了混合方法开发的机器学习预测模型来分析学生的写作。我们的方法包括两个阶段:首先是探索性顺序设计,其次是迭代复杂设计。我们首先在学生写作中使用类别(想法)的定性编码来训练我们的预测模型。接下来,我们根据指导用户的反馈修改了我们的模型。该模型本身突出了需要修订的类别。对混合方法研究的贡献在于我们创新地使用机器学习工具作为快速,一致的额外编码器,以及可以预测新学生写作代码的资源。
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引用次数: 4
Telemedicine for Older Adults in Primary Care Practice: Multi-Phase Study Results 远程医疗在老年人初级保健实践:多阶段研究结果
IF 3.9 1区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.1370/afm.21.s1.3589
V. Khanassov, Laura Rojas-Rozo, Ana Gabriela Saavedra Ruiz, Marwa Ilali, M. Le Berre, I. Vedel
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Journal of Mixed Methods Research
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