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Editors’ introduction: sustaining ourselves as scholars 编者简介:以学者自持
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-05-31 DOI: 10.1080/03634523.2023.2207027
Melissa A. Broeckelman-Post, Joseph P. Mazer
For this forum, we invited essays exploring ways that we can build resilience and sustain our work as faculty and scholars. Authors were asked to address one of the following questions in their essays: How can we build resilience in our academic communities? As the COVID-19 pandemic becomes endemic, it is time to pause to reflect on how we want to move forward as a scholarly community in ways that sustain our work as teachers, scholars, and human beings. [Extracted from the article] Copyright of Communication Education is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)
在这个论坛上,我们邀请了一些文章,探讨如何建立韧性,维持我们作为教师和学者的工作。作者被要求在他们的文章中回答以下问题之一:我们如何在学术界建立韧性?随着新冠肺炎大流行成为地方病,是时候停下来思考我们如何作为一个学术社区,以维持我们作为教师、学者和人类的工作。【摘自文章】传播教育版权归Taylor&Francis有限公司所有,未经版权持有人明确书面许可,不得将其内容复制或通过电子邮件发送到多个网站或发布到listserv。但是,用户可以打印、下载或通过电子邮件发送文章供个人使用。这可能会被删节。对复印件的准确性不作任何保证。用户应参考材料的原始发布版本以获取完整信息。(版权适用于所有人。)
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引用次数: 1
Academics like us … : Creating a process for sustainability as teacher-scholars 像我们这样的学者 … : 创建一个教师学者可持续发展的过程
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-05-31 DOI: 10.1080/03634523.2023.2207026
Angela M. Hosek, China Billotte Verhoff
Academics like us ...: Creating a process for sustainability as teacher-scholars In this essay, we call for teacher-scholars to honor the coconstructed nature of academic culture and to create systems that sustain us at individual and community levels. The COVID-19 pandemic created space for us to deeply question previously held ways of understanding and navigating the entwinement of our academic and personal lives. [Extracted from the article] Copyright of Communication Education is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)
像我们这样的学者……在这篇文章中,我们呼吁教师学者尊重学术文化的共同构建性质,并创建在个人和社区层面上维持我们的系统。2019冠状病毒病大流行为我们创造了空间,让我们深刻质疑以前理解和驾驭我们学术和个人生活交织的方式。【摘自文章】传播教育的版权是Taylor & Francis Ltd的财产,未经版权所有者的明确书面许可,其内容不得复制或通过电子邮件发送到多个网站或发布到listserv。但是,用户可以打印、下载或通过电子邮件发送文章供个人使用。这可以删节。对副本的准确性不作任何保证。用户应参阅原始出版版本的材料的完整。(版权适用于所有人。)
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引用次数: 0
The absolute state of research in Communication Education: facing Hanlon’s Razor 传播学教育研究的绝对状态:面对汉龙剃刀
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-03-16 DOI: 10.1080/03634523.2023.2171449
C. K. Rudick
The opportunity to write critiques, self-appraisals, or agenda-setting essays is perhaps one of the great vanities of academia. That the scholars who write them are often, themselves, a part of the very group of people who created the problem is rarely acknowledged. Rather, authors often write with the hubris that their scholarly intervention will be the one to save the day. It is, therefore, with some trepidation that I write this essay. I make no pretensions to possessing a God’s eye view nor being a Promethean fire-bringer—I recognize my scholarship has contributed to some of the problems I will discuss. However, I do take some solace in knowing that this essay adds to a chorus of voices (within and beyond this forum and journal) who have sought to address the quality, direction, and tone of communication and instruction scholarship. In fact, in preparing for this response, I was struck by how many of these types of essays have been written over the past 30 years. And, simultaneously, how little has changed despite these pleas. The lack of substantive change in our field begs the question: what has prevented our scholarly community from advancing? Here, we might adopt Hanlon’s Razor to explore whether our failure to progress is due to stupidity or malice (Bloch, 2003). And, with all due respect to the adage, I think (historically speaking) our best answer is the latter in this case. That is, the reason we have not seen it is because it was not in the self-interest of many within our field to do so. Questionable research designs, methodological exclusion, and vacuous findings were accepted as normal for far too long. As Communication Education became dominated by research characterized by these failings, it became a self-reinforcing loop: why spend the resources to do excellent research when unsophisticated work would be published in one of the most prestigious journals of the discipline? This problem, in turn, produced a fiercely insular, self-congratulatory, and defensive group of scholars who maintained their dominance over this outlet by advancing the careers of others who would keep accepting poor-quality scholarship (as reviewers or editors) with the expectation that they would return the favor when they submitted (as authors). In many ways, the problems with methodology that we deal with today are the result of inertia from this time, which has created a culture where high-quality research remains the exception rather than the rule. My argument, then, is that our field must break out of the well-worn path of mediocrity blazed by the scholars of the past by creating a culture that produces and rewards
有机会写评论、自我评价或议程设定论文,也许是学术界最大的虚荣心之一。很少有人承认,写这些文章的学者本身,往往是制造这个问题的那群人中的一员。相反,作者常常带着一种傲慢的态度写作,认为他们的学术干预将会拯救世界。因此,在写这篇文章时,我带着些许不安。我并不自诩拥有上帝的视角,也不是普罗米修斯的引火者——我承认我的学识对我将要讨论的一些问题有所贡献。然而,我确实得到了一些安慰,因为我知道这篇文章增加了(在这个论坛和期刊内外)的声音合唱,他们试图解决沟通和教学学术的质量,方向和基调。事实上,在准备这篇文章的时候,我对过去30年里出现的这种类型的文章数量感到震惊。与此同时,尽管有这些请求,但情况几乎没有改变。我们的研究领域缺乏实质性的变化,这引出了一个问题:是什么阻碍了我们的学术团体前进?在这里,我们可以采用汉隆剃刀来探索我们的失败是由于愚蠢还是恶意(Bloch, 2003)。而且,恕我直言,我认为(从历史的角度来看)在这种情况下,我们最好的答案是后者。也就是说,我们没有看到它的原因是因为我们领域内的许多人这样做并不符合自身利益。长期以来,有问题的研究设计、方法论排斥和空洞的研究结果被认为是正常的。当传播教育被以这些失败为特征的研究所主导时,它变成了一个自我强化的循环:当简单的工作可以在该学科最负盛名的期刊上发表时,为什么要花费资源去做优秀的研究呢?这个问题反过来又产生了一群极端狭隘、自我祝贺和自我防御的学者,他们通过推动那些继续接受低质量奖学金(作为审稿人或编辑)的人的职业生涯来保持自己在这个渠道的主导地位,并期望他们在提交时(作为作者)能得到回报。在许多方面,我们今天处理的方法论问题是那个时代惯性的结果,它创造了一种文化,在这种文化中,高质量的研究仍然是例外,而不是规则。因此,我的观点是,我们的领域必须打破过去学者们所开辟的平庸之路,创造一种创造和奖励的文化
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引用次数: 0
Editors’ introduction: research methods in communication education scholarship 编辑导语:传播教育学术研究方法
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-03-16 DOI: 10.1080/03634523.2023.2171448
Melissa A. Broeckelman-Post, Joseph P. Mazer
While communication education scholarship has been conducted using a range of methods, and the current Aims and Scope of Communication Education are explicit about welcoming “scholarship from diverse perspectives and methodologies, including quantitative, qualitative, and critical/textual approaches,” there have been limitations in the extent to which some methods have been utilized and accepted in the past. At the same time, many complementary disciplines have developed new or more rigorous methods for conducting research using a wide range of epistemological approaches that could be useful in exploring deeply meaningful questions in communication education scholarship. For this forum, we invited essays exploring ways that we can learn from other disciplines (and from other areas within our own discipline) to expand the methodological tools that we use in our research. Authors were asked to address the following question in their essays:
虽然传播教育研究使用了一系列方法,并且当前的传播教育的目标和范围明确表示欢迎“来自不同观点和方法的研究,包括定量、定性和批判/文本方法”,但过去一些方法的使用和接受程度存在局限性。与此同时,许多互补学科已经开发出新的或更严格的方法来使用广泛的认识论方法进行研究,这些方法可能有助于探索传播教育学术中深刻有意义的问题。在这个论坛上,我们邀请了一些文章来探讨我们可以从其他学科(以及我们自己学科的其他领域)学习的方法,以扩展我们在研究中使用的方法工具。作者被要求在他们的文章中回答以下问题:
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引用次数: 0
Metasynthesis in communication research: synthesizing the past to aid the future 传播学研究中的综合:综合过去来帮助未来
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-03-16 DOI: 10.1080/03634523.2023.2171447
Leah E. LeFebvre, Luke LeFebvre
We conducted a comprehensive content analysis of Communication Education in order to determine the type of article and its subsequent methodology (if an original article) in an e ff ort to make an argument for greater appreciation and inclusion of metasynthesis in instructional communication scholarship. 1 Articles published in Communication Education between January 2012 and May 2022 were analyzed as the unit of analysis similar to Conley and Yun (2017). We categorized articles into the following types: editor ’ s note, forum, meta-analysis, metareview, metasynthesis, mixed methods, qualitative, quantitative, and rhetorical/critical. Our content analysis authenticated that the over-whelming majority of original research articles utilized quantitative methods. Conley and Yum ’ s (2017) research found similar fi ndings from 2000 to 2016. Quantitative methodologies have predominated the methods used by communication researchers who published in Communication Education . Qualitative methodologically driven research articles occupied a signi fi cantly smaller portion.
我们对《传播教育》进行了全面的内容分析,以确定文章的类型及其随后的方法(如果是原创文章),从而为在教学传播学术中更好地欣赏和包含元合成提出论据。1与Conley和Yun(2017)类似,将2012年1月至2022年5月发表在《传播教育》杂志上的文章作为分析单元进行分析。我们将文章分为以下几类:编辑笔记、论坛、元分析、元回顾、元合成、混合方法、定性、定量和修辞/批评。我们的内容分析证实,绝大多数原创研究文章使用了定量方法。Conley和Yum(2017)的研究从2000年到2016年也发现了类似的结果。在《传播教育》上发表的传播学研究中,定量方法占主导地位。定性方法驱动的研究文章所占比例明显较小。
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引用次数: 0
Connecting communication and learning through investigations of educational assessments 通过调查教育评估将沟通与学习联系起来
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-03-16 DOI: 10.1080/03634523.2023.2171446
S. Brammer, Narissra Maria Punyanunt-Carter, Ryan J. Martinez
The communication studies discipline is at its best when scholarship balances attention to quality, student-centered instruction, and ethical, future-oriented research. Though there are many avenues for research that can better inform educational communication by homing in on logistical approaches such as classroom management or curriculum design, research that explores the more abstract connections between communication and learning can o ff er important philosophical insights that impact the logistical ones. One approach to research that can bolster our understanding of the relationship between learning and communication is to revisit assessment and the methods used to gauge learning outcomes.
当奖学金平衡了对质量、以学生为中心的教学和道德、面向未来的研究的关注时,传播学学科处于最佳状态。虽然有许多研究途径可以通过关注课堂管理或课程设计等逻辑方法来更好地为教育交流提供信息,但探索交流与学习之间更抽象的联系的研究可以提供影响逻辑方法的重要哲学见解。一种可以加强我们对学习和交流之间关系的理解的研究方法是重新审视评估和用于衡量学习成果的方法。
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引用次数: 0
Diverse insights in measurement development 测量开发中的多样化见解
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-03-16 DOI: 10.1080/03634523.2023.2171444
S. Kelly, S. Croucher, K. James
The call for this forum challenges scholars to suggest new methodologies to introduce into instructional communication research. This essay lies adjacent to that call, suggesting we can create more representative and meaningful research by improving our sampling techniques in measurement development studies to support quantitative research investigations
该论坛的呼吁挑战了学者们提出将新方法引入教学传播研究的建议。这篇文章与这一呼吁不谋而合,表明我们可以通过改进测量发展研究中的抽样技术来支持定量研究调查,从而创造更具代表性和更有意义的研究
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引用次数: 2
Missing data and careless responses: recommendations for instructional communication 资料缺失与反应疏忽:教学沟通之建议
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-03-16 DOI: 10.1080/03634523.2023.2171445
Zac D. Johnson
Data collection is, without question, a resource intensive process. Unfortunately, many survey responses are returned incomplete, or individuals respond carelessly. These issues are exacerbated by the increase in online data collection, which often results in lower response rates and higher instances of careless respondents than paper-andpencil surveys, which are not without their own drawbacks (Lefever et al., 2007; Nichols & Edlund, 2020). The issues of missing data and careless responses ultimately equate to more sunk costs for researchers only for the data to be incomplete or otherwise problematic. Notably, these issues are accompanied by higher rates of type I or type II error (see Allison, 2003), meaning that claims drawn from these datasets may not be easily replicated due to faulty parameter estimates related to the original dataset. These issues hinder the ability for researchers to more deeply explore the relationship between communication and learning. Thankfully, there are strategies that quantitative researchers may utilize to address these issues, and in so doing more thoroughly and accurately ascertain communication’s relationship to learning. Each of the following methodological strategies is largely absent from the current instructional communication research canon and is relatively accessible. First, instructional communication researchers should begin by considering the length of their measurement instruments. As our methods have grown more sophisticated, we have included more and more in our models and research questions; each additional construct equates to more items to which participants must read and respond. Scholars routinely consider four, five, or even more variables, resulting in participants being asked to provide upwards of 100 responses (e.g., Schrodt et al., 2009; Sidelinger et al., 2011). Participants lose interest and stop responding carefully or stop responding entirely; this, as described above, is a significant problem. Thus, instructional communication scholars should consider shortening measurement instruments (see Raykov et al., 2015). Perhaps we do not need 18 items to assess teacher confirmation (Ellis, 2000) or teacher credibility (Teven & McCroskey, 1997); perhaps far fewer items would suffice while maintaining validity. Shorter instruments would help to address some of the issues underlying missing data and careless responses. Additionally, shorter instruments may afford researchers the opportunity to consider more complex relationships between additional variables without overburdening participants. A reconsideration of these scales validity may also reveal factor structures that are more accurate representations of communication related to instruction (Reise, 2012).
毫无疑问,数据收集是一个资源密集的过程。不幸的是,许多调查回复是不完整的,或者个人回答不认真。这些问题因在线数据收集的增加而加剧,这往往导致较低的回复率和比纸笔调查更粗心的受访者,这并非没有自己的缺点(Lefever等人,2007;Nichols & Edlund, 2020)。缺少数据和粗心大意的回答问题最终等同于研究人员更多的沉没成本,因为数据不完整或有其他问题。值得注意的是,这些问题伴随着更高的I型或II型错误率(见Allison, 2003),这意味着由于与原始数据集相关的错误参数估计,从这些数据集得出的索赔可能不容易复制。这些问题阻碍了研究者更深入地探索交流与学习之间的关系。值得庆幸的是,定量研究人员可以利用一些策略来解决这些问题,从而更彻底、更准确地确定交流与学习的关系。以下每一种方法策略在当前的教学传播研究经典中基本上都是缺失的,并且相对容易获得。首先,教学交际研究者应该从考虑测量工具的长度开始。随着我们的方法越来越复杂,我们在模型和研究问题中加入了越来越多的内容;每增加一个结构就意味着参与者必须阅读和回应更多的内容。学者们通常会考虑4个、5个甚至更多的变量,导致参与者被要求提供100个以上的回答(例如,Schrodt等人,2009;Sidelinger et al., 2011)。参与者失去兴趣,不再认真回应或完全停止回应;如上所述,这是一个重大问题。因此,教学交流学者应该考虑缩短测量工具(见Raykov et al., 2015)。也许我们不需要18个项目来评估教师的确认(Ellis, 2000)或教师的可信度(Teven & mcroskey, 1997);也许在保持有效性的同时,更少的项目就足够了。较短的工具将有助于解决数据缺失和草率反应背后的一些问题。此外,较短的工具可以使研究人员有机会考虑额外变量之间更复杂的关系,而不会使参与者负担过重。重新考虑这些量表的效度也可能揭示出更准确地表征与教学相关的交流的因素结构(Reise, 2012)。
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引用次数: 0
Response: why instructional communication scholars should use accurate, applicable, and inclusive methodologies 回答:为什么教学传播学学者应该使用准确、适用和包容的方法
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-03-16 DOI: 10.1080/03634523.2023.2171443
Andrew M. Ledbetter
I must start by commending all forum authors for their contributions here. These five essays should provoke discussion that far exceeds their brevity, and although diverse in topic, they nevertheless cohere and intersect with each other in important ways. It is these intersections I will explore in this response, identifying themes that appear in most or all of the essays. From this, I will consider topics implied by these essays—one might say, that lie in the shadows between them—that might further elaborate the important claims in this forum. Three of the five essays primarily focus on how we use research methods, with each of those three emphasizing a specific aspect of that how. Brammer et al. focus on practical application, considering how researchers and practitioners might leverage research methods to engage in assessment. Johnson highlights accuracy and completeness, underscoring how data collection procedures and handling of missingness may bias obtained results. And Kelly et al. center inclusion, elaborating how research practices have systematically spotlighted some groups while excluding others. Although each essay places emphasis on a particular theme, all three themes cut across all three essays. For example, Brammer et al. weigh assessment biases (accuracy) that might arise from ignoring the experiences of students with disabilities (inclusion), and Johnson considers the reduction of research burden for participants (inclusion) while continually focusing on the link between communication and learning (application). This weaving of themes makes sense because, following Kelly et al., inclusive methodologies lead to more accurate/complete results, which is crucial for effective instructional practice. The remaining two essays focus on whatmethods instructional communication scholars might use. Specifically, each of these essays advances a methodological approach that instructional communication scholars have ignored. Of note, these two also repeat the themes considered in the three how essays. Goodboy and his colleagues discuss mixture modeling as an approach that can reveal groups hidden in the data, obscured by other approaches (such as the general linear model). In some sense, this recasts the argument of Kelly et al. in quantitative language, providing a tool whereby quantitative scholars can investigate groups whose experiences might be rendered invisible beneath statistics that aggregate across the majority. Without question, a clearer understanding of student groups should foster practical application of practices that enhance learning (Brammer et al.).
我必须首先赞扬所有论坛作者在这里所做的贡献。这五篇文章应该引起讨论,远远超过了他们的简短,虽然在不同的主题,但他们仍然在重要的方面相互联系和交叉。我将在这篇文章中探讨这些交叉点,找出大多数或所有文章中出现的主题。由此,我将考虑这些文章隐含的主题——有人可能会说,隐藏在它们之间的阴影中——这些主题可能会进一步阐述本论坛的重要主张。五篇文章中的三篇主要关注我们如何使用研究方法,这三篇文章都强调了如何使用研究方法的一个具体方面。Brammer等人关注实际应用,考虑研究人员和实践者如何利用研究方法参与评估。Johnson强调了准确性和完整性,强调了数据收集过程和对缺失的处理可能会使获得的结果产生偏差。Kelly等人以包容性为中心,详细阐述了研究实践如何系统地关注某些群体,而排斥其他群体。虽然每篇文章都强调一个特定的主题,但这三个主题贯穿了所有三篇文章。例如,Brammer等人权衡了由于忽视残疾学生的经历(包容)而可能产生的评估偏差(准确性),Johnson考虑了减轻参与者的研究负担(包容),同时持续关注沟通与学习之间的联系(应用)。这种主题的交织是有意义的,因为按照Kelly等人的观点,包容性的方法会导致更准确/完整的结果,这对有效的教学实践至关重要。剩下的两篇文章关注的是教学交流学者可能使用的方法。具体来说,每一篇文章都提出了一种教学传播学学者所忽视的方法论方法。值得注意的是,这两篇文章也重复了三篇文章中所考虑的主题。Goodboy和他的同事讨论了混合建模作为一种方法,可以揭示隐藏在数据中的群体,被其他方法(如一般线性模型)所掩盖。从某种意义上说,这在定量语言中重塑了Kelly等人的论点,提供了一种工具,定量学者可以借此调查那些在大多数人的统计数据下可能被忽略的群体。毫无疑问,对学生群体更清晰的了解应该会促进实践的实际应用,从而提高学习效果(Brammer等)。
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引用次数: 0
Mixture modeling: a person-centered approach to studying communication and learning 混合建模:一种以人为中心的沟通和学习研究方法
IF 2.3 Q1 Arts and Humanities Pub Date : 2023-03-16 DOI: 10.1080/03634523.2023.2171442
Alan K. Goodboy, San Bolkan, Matt Shin
Instructional communication scholars have traditionally adopted a process-product paradigm to estimate how teacher communication behaviors associate with student learning outcomes (Cortez et al., 2006). This traditional paradigm has generated much foundational research on effective teaching. At the same time, this approach might be appropriately described as narrow because it deemphasizes the fact that students are unique learners with their own roles, responsibilities, motivations, and abilities (and so on) that they bring into their learning environments. Substantively speaking, this process-product approach is limited because it overemphasizes the importance of how effective teaching, both principally and generally, fosters the same learning outcomes for all students in the same way (effective teaching is assumed to result in learning for all students despite their uniqueness in who they are). Statistically speaking, process-product scholarship typically examines communication and student learning relationships using the general linear model (e.g., correlation, t-test, analysis of variance, ordinary least-squares regression). This paradigm takes a variablecentered approach when scholars associate communication variables with learning variables. Taking a variable-centered approach has been foundational to the discipline, but it assumes that students from a sample belong to a single population. Assuming that students come from a homogeneous population yields a single parameter estimate for a communication and/or learning association; that is, one statistical estimate will suffice for all students in a study. For instance, if an estimated correlation is r = .30, it is implied that this is the correlation for all students in the population. Similarly, in confirmatory factor analysis, if a factor loading is λ = .88, this is the estimated factor loading for everyone. A variable-centered approach places the emphasis on variables rather than people by providing single estimates that describe relationships between variables under study. Alternatively, the analytical focus can be shifted from variables to people through the application of finite mixture modeling which offers a person-centered approach to studying communication and learning. Unlike a variable-centered approach, a person-centered approach allows for population heterogeneity to the extent that the sample embodies an unknown mixture of homogeneous subpopulations. In the truest application of mixture modeling (a direct application), the goal is to uncover latent
教学交际学者传统上采用过程-产品范式来评估教师交际行为与学生学习成果之间的关系(Cortez等,2006)。这一传统范式催生了许多关于有效教学的基础性研究。同时,这种方法可能被恰当地描述为狭隘,因为它淡化了这样一个事实,即学生是独特的学习者,他们有自己的角色、责任、动机和能力(等等),这些都是他们带到学习环境中的。从本质上讲,这种过程-产品方法是有限的,因为它过分强调了有效教学的重要性,无论是主要的还是一般的,以相同的方式为所有学生培养相同的学习成果(有效的教学被认为是所有学生学习的结果,尽管他们是独一无二的)。从统计学上讲,过程-产品学术通常使用一般的线性模型(例如,相关性、t检验、方差分析、普通最小二乘回归)来检验交流和学生学习的关系。当学者们将交流变量与学习变量联系起来时,这种范式采取了一种以变量为中心的方法。采用以变量为中心的方法是这门学科的基础,但它假设样本中的学生属于单一群体。假设学生来自同质群体,对交流和/或学习关联产生单一参数估计;也就是说,在一项研究中,一个统计估计足以满足所有学生的需求。例如,如果估计的相关性为r = 0.30,则暗示这是总体中所有学生的相关性。类似地,在验证性因子分析中,如果因子负荷为λ = .88,则这是每个人的估计因子负荷。以变量为中心的方法通过提供描述所研究变量之间关系的单一估计,将重点放在变量而不是人身上。或者,通过有限混合建模的应用,分析焦点可以从变量转移到人,这为研究交流和学习提供了一种以人为本的方法。与以变量为中心的方法不同,以人为中心的方法允许种群异质性,因为样本体现了同质亚种群的未知混合。在混合建模的真正应用(直接应用)中,目标是发现潜在的问题
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