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Integrating Computation into Science Education. 将计算融入科学教育。
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-09-01 DOI: 10.1187/cbe.23-05-0093
Julia Svoboda Gouvea

The Current Insights feature highlights diverse perspectives on education from beyond the LSE community. In this installment, I have chosen articles that offer different perspectives on the surge of interest in integrating computation into science learning. These articles present theoretical frameworks, propose methodological approaches, and raise critical questions about the purpose and impact of making computation foundational to science education.

Current Insights专题突出了伦敦政治经济学院社区以外对教育的不同看法。在这一期中,我选择了一些文章,这些文章对将计算融入科学学习的兴趣激增提供了不同的视角。这些文章提出了理论框架,提出了方法论方法,并提出了关于使计算成为科学教育基础的目的和影响的关键问题。
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引用次数: 0
The Disproportionate Impact of Fear of Negative Evaluation on First-Generation College Students, LGBTQ+ Students, and Students with Disabilities in College Science Courses. 对负面评价的恐惧对第一代大学生、LGBTQ+学生和残疾学生在大学理科课程中的不成比例影响
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-09-01 DOI: 10.1187/cbe.22-10-0195
Carly A Busch, Nicholas J Wiesenthal, Tasneem F Mohammed, Shauna Anderson, Margaret Barstow, Cydney Custalow, Jas Gajewski, Kristin Garcia, Cynthia K Gilabert, Joseph Hughes, Aliyah Jenkins, Miajah Johnson, Cait Kasper, Israel Perez, Brieana Robnett, Kaytlin Tillett, Lauren Tsefrekas, Emma C Goodwin, Katelyn M Cooper

Fear of negative evaluation (FNE), defined as a sense of dread associated with being negatively judged in a social situation, has been identified as the primary factor underlying undergraduate anxiety in active-learning science courses. However, no quantitative studies have examined the extent to which science undergraduates experience FNE and how they are impacted by FNE in college science courses. To address this gap, we surveyed 566 undergraduates from one university in the U.S. Southwest who were enrolled in life sciences courses where they had opportunities to speak in front of the whole class. Participants were asked a suite of questions regarding their experiences with FNE in large-enrollment college science courses. We found that first-generation college students, LGBTQ+ students, and students with disabilities reported disproportionately high levels of FNE compared with their counterparts. Additionally, students reported that FNE can cause them to overthink their responses and participate less in class. Participants rated being cold called and presenting alone as forms of whole-class participation that elicit the highest levels of FNE. This research highlights the impact of FNE on undergraduates and provides student-generated recommendations to reduce FNE in active-learning science courses.

负面评价恐惧(Fear of negative evaluation, FNE)被定义为一种与在社会情境中被负面评价相关的恐惧感,已被确定为大学生主动学习理科课程焦虑的主要因素。然而,目前还没有定量研究考察理科生在大学理科课程中经历FNE的程度以及FNE对他们的影响。为了解决这一差距,我们调查了美国西南部一所大学的566名本科生,他们参加了生命科学课程,在那里他们有机会在全班面前发言。研究人员向参与者询问了一系列关于他们在大规模招生的大学理科课程中使用FNE的经历的问题。我们发现,与同龄人相比,第一代大学生、LGBTQ+学生和残疾学生的FNE水平高得不成比例。此外,学生们报告说,FNE会导致他们过度思考自己的回答,减少课堂参与度。参与者认为,被冷落和单独演讲是全班参与的形式,会引发最高水平的FNE。本研究强调了FNE对本科生的影响,并提供了学生提出的建议,以减少主动学习科学课程中的FNE。
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引用次数: 1
Factors Influencing Instructors' Adoption and Continued Use of Computing Science Technologies: A Case Study in the Context of Cell Collective. 影响教师采用和持续使用计算机科学技术的因素:细胞集体背景下的案例研究。
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-09-01 DOI: 10.1187/cbe.22-11-0239
Changsoo Song, Resa Helikar, Wendy M Smith, Tomáš Helikar
Acquiring computational modeling and simulation skills has become ever more critical for students in life sciences courses at the secondary and tertiary levels. Many modeling and simulation tools have been created to help instructors nurture those skills in their classrooms. Understanding the factors that may motivate instructors to use such tools is crucial to improve students’ learning, especially for having authentic modeling and simulation learning experiences. This study designed and tested a decomposed technology acceptance model in which the perceived usefulness and perceived ease of use constructs are split between the teaching and learning sides of the technology to examine their relative weight in a single model. Using data from instructors using the Cell Collective modeling and simulation software, this study found that the relationship between perceived usefulness–teaching and attitude toward behavior was insignificant. Similarly, all relationships between perceived ease of use–teaching and the other variables (i.e., perceived usefulness–teaching and attitude toward behavior) became insignificant. In contrast, we found the relationships between perceived ease of use–learning and the other variables (i.e., perceived usefulness–teaching, perceived usefulness–learning, and attitude toward behavior) significant. These results suggest that priority should be given to the development of features improving learning over features facilitating teaching.
掌握计算建模和仿真技能对于学习中学和大学生命科学课程的学生来说变得越来越重要。许多建模和仿真工具已经创建,以帮助教师在课堂上培养这些技能。了解可能激励教师使用这些工具的因素对于提高学生的学习至关重要,特别是对于获得真实的建模和模拟学习体验。本研究设计并测试了一个分解的技术接受模型,其中感知有用性和感知易用性结构在技术的教学和学习方面被分割,以检查它们在单个模型中的相对权重。本研究使用Cell Collective模型和模拟软件,利用教师的数据,发现感知有用性教学与行为态度之间的关系不显著。同样,感知易用性-教学和其他变量(即感知有用性-教学和对行为的态度)之间的所有关系变得无关紧要。相比之下,我们发现感知使用-学习的容易程度与其他变量(即感知有用-教学,感知有用-学习和对行为的态度)之间的关系显著。这些结果表明,应该优先开发促进学习的功能,而不是促进教学的功能。
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引用次数: 1
Biology Instructors See Value in Discussing Controversial Topics but Fear Personal and Professional Consequences. 生物讲师看到讨论有争议话题的价值,但害怕个人和职业后果。
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-09-01 DOI: 10.1187/cbe.22-06-0108
Abby E Beatty, Emily P Driessen, Amanda D Clark, Robin A Costello, Sharday Ewell, Sheritta Fagbodun, Randy L Klabacka, Todd Lamb, Kimberly Mulligan, Jeremiah A Henning, Cissy J Ballen

Traditional biology curricula depict science as an objective field, overlooking the important influence that human values and biases have on what is studied and who can be a scientist. We can work to address this shortcoming by incorporating ideological awareness into the curriculum, which is an understanding of biases, stereotypes, and assumptions that shape contemporary and historical science. We surveyed a national sample of lower-level biology instructors to determine 1) why it is important for students to learn science, 2) the perceived educational value of ideological awareness in the classroom, and 3) hesitancies associated with ideological awareness implementation. We found that most instructors reported "understanding the world" as the main goal of science education. Despite the perceived value of ideological awareness, such as increasing student engagement and dispelling misconceptions, instructors were hesitant to implement ideological awareness modules due to potential personal and professional consequences.

传统的生物学课程将科学描述为一个客观的领域,忽视了人类价值观和偏见对研究内容和谁可以成为科学家的重要影响。我们可以通过将意识形态意识纳入课程来解决这一缺陷,意识形态意识是对影响当代和历史科学的偏见、刻板印象和假设的理解。我们调查了全国范围内较低水平的生物教师样本,以确定1)为什么学生学习科学很重要,2)意识形态意识在课堂上的感知教育价值,以及3)意识形态意识实施相关的犹豫。我们发现,大多数教师将“了解世界”作为科学教育的主要目标。尽管意识形态意识的感知价值,如提高学生的参与度和消除误解,由于潜在的个人和职业后果,教师对实施意识形态意识模块犹豫不决。
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引用次数: 2
Reading Primary Scientific Literature: Approaches for Teaching Students in the Undergraduate STEM Classroom. 阅读初级科学文献:本科STEM课堂教学方法。
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-09-01 DOI: 10.1187/cbe.22-10-0211
Lara K Goudsouzian, Jeremy L Hsu

Teaching undergraduate students to read primary scientific literature (PSL) is cited as an important goal for many science, technology, engineering, and math (STEM) classes, given a range of cognitive and affective benefits for students who read PSL. Consequently, there are a number of approaches and curricular interventions published in the STEM education literature on how to teach students to read PSL. These approaches vary widely in their instructional methods, target student demographic, required class time, and level of assessment demonstrating the method's efficacy. In this Essay, we conduct a systematic search to compile these approaches in an easily accessible manner for instructors, using a framework to sort the identified approaches by target level, time required, assessment population, and more. We also provide a brief review of the literature surrounding the reading of PSL in undergraduate STEM classrooms and conclude with some general recommendations for both instructors and education researchers on future areas of investigation.

教授本科生阅读初级科学文献(PSL)被认为是许多科学、技术、工程和数学(STEM)课程的重要目标,因为阅读PSL的学生可以获得一系列认知和情感上的好处。因此,在STEM教育文献中发表了许多关于如何教学生阅读PSL的方法和课程干预措施。这些方法在教学方法、目标学生群体、所需上课时间和证明方法有效性的评估水平方面差异很大。在这篇文章中,我们进行了系统的搜索,以一种易于访问的方式为教师编译这些方法,使用框架根据目标水平、所需时间、评估人群等对已确定的方法进行分类。我们还简要回顾了本科STEM课堂中关于PSL阅读的文献,最后为教师和教育研究人员提供了一些关于未来调查领域的一般性建议。
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引用次数: 2
Modifying Summer Undergraduate Research Programs during COVID-19 Increased Graduate School Intentions but Exacerbated Anxieties. 在2019冠状病毒病期间修改暑期本科生研究项目增加了研究生院的意愿,但加剧了焦虑。
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-09-01 DOI: 10.1187/cbe.22-12-0243
Sara E Grineski, Danielle X Morales, Timothy W Collins

COVID-19 created unprecedented challenges for college students, highlighting the need to provide educational contexts that foster well-being. Summer undergraduate research experiences (SUREs) constitute a high-impact practice, yet little systematic knowledge exists about how the first surge of COVID-19 influenced undergraduate researchers' well-being. This knowledge is important for preparing for future disruptions. This study applies the student well-being model (SWBM) to examine how SURE status (e.g., modification vs. cancellation) impacted students' mental health and graduate school intentions using primary survey data collected from U.S. undergraduate researchers in science, technology, engineering, and mathematics (STEM) fields in Summer 2020 (n = 408, from 131 institutions). Just under half had their SURE canceled, and the others engaged in modified SUREs. Students whose SUREs were canceled had reduced anxiety severity (p < 0.05), but greater concerns about graduate school matriculation (p < 0.001), compared with students with modified SUREs. Results suggest that modified SUREs are a reasonable path forward under conditions where in-person contact is untenable. Results point toward potential improvements in higher education practices that may enhance student well-being following disruptive events. Program directors can address potential causes of anxiety in modified SUREs, advocate for student-centered adjustments to graduate admission processes, and use experiences during COVID-19 as a springboard to broaden participation in undergraduate research.

2019冠状病毒病给大学生带来了前所未有的挑战,凸显了提供促进福祉的教育环境的必要性。夏季本科生研究经历(suls)是一种高影响力的实践,但关于COVID-19首次激增如何影响本科生研究人员的福祉,目前还缺乏系统的知识。这些知识对于为未来的中断做好准备非常重要。本研究应用学生幸福感模型(SWBM),利用2020年夏季从美国科学、技术、工程和数学(STEM)领域的本科生研究人员收集的主要调查数据(n = 408,来自131个机构),研究SURE状态(例如修改与取消)如何影响学生的心理健康和研究生入学意向。只有不到一半的人取消了他们的保证,其他人则进行了修改后的保证。与修改过的学生相比,取消了surels的学生焦虑程度有所降低(p < 0.05),但对研究生入学的担忧程度更高(p < 0.001)。结果表明,在无法进行面对面接触的情况下,改进的surels是一种合理的前进路径。结果指出,在破坏性事件发生后,高等教育实践的潜在改进可能会提高学生的幸福感。项目主任可以在修改后的surels中解决焦虑的潜在原因,倡导以学生为中心的研究生入学流程调整,并利用2019冠状病毒病期间的经验作为跳板,扩大对本科生研究的参与。
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引用次数: 0
The Benefits of Participating in a Learning Assistant Program on the Metacognitive Awareness and Motivation of Learning Assistants. 参与学习助理计划对学习助理元认知意识和动机的好处。
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-09-01 DOI: 10.1187/cbe.22-08-0156
Haley Breland, Courtney M Clark, Shanna Shaked, Melissa Paquette-Smith

Learning assistant (LA) programs train undergraduate students to foster peer discussion and facilitate active-learning activities in undergraduate science, technology, engineering, and mathematics (STEM) classes. Students who take courses that are supported by LAs demonstrate better conceptual understanding, lower failure rates, and higher satisfaction with the course. There is less work, however, on the impact that participating in LA programs has on the LAs themselves. The current study implements a pretest-posttest design to assess changes in LAs' metacognition and motivation to succeed in STEM across their first and second quarters as an LA. Our findings suggest that participating in this program may help LAs become more reflective learners, as was demonstrated by an increase in their scores on the Metacognitive Awareness Inventory (MAI) after the first quarter. LAs also showed increases on the Intrinsic Motivation and Self-Efficacy subscales of the Science Motivation Questionnaire. Students who participated in the program for an additional quarter continued to show increases in their MAI scores and maintained the gains that were observed in their motivation. Taken together, this work suggests that, in addition to benefiting the learner, LA programs may have positive impacts on the LAs themselves.

学习助理(LA)项目训练本科生在本科科学、技术、工程和数学(STEM)课程中促进同伴讨论和促进主动学习活动。参加由联盟支持的课程的学生表现出更好的概念理解,更低的失败率和更高的课程满意度。然而,关于参加洛杉矶项目对洛杉矶本身的影响的研究较少。目前的研究实施了前测后测设计,以评估学生在第一和第二季度在STEM中取得成功的元认知和动机的变化。我们的研究结果表明,参加这个项目可能会帮助学生成为更具反思性的学习者,正如第一季度后他们在元认知意识量表(MAI)上的分数增加所证明的那样。学生在科学动机问卷的内在动机和自我效能感量表上也有显著的提高。另外一个季度参加该项目的学生继续显示出他们的MAI分数的增加,并保持了在他们的动机中观察到的收益。综上所述,这项工作表明,除了使学习者受益外,学习辅助课程也可能对学习辅助教师本身产生积极影响。
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引用次数: 1
Factors Predicting the Extent to which STEM Students Value Cross-Disciplinary Skills: A Study across Four Institutions. 预测STEM学生重视跨学科技能程度的因素:一项跨四所院校的研究。
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-06-01 DOI: 10.1187/cbe.22-06-0101
Lindsay B Wheeler, Katerina V Thompson, Gili Marbach-Ad, Patrick Sheehan, Jacqueline L Bortiatynski, Cindy Ghent

Expectancy-value theory of motivation (EVT) suggests that student values influence their likelihood of putting in the effort required to learn, and these values can be shaped by student characteristics, such as their experiences, sociodemographics, and disciplinary norms. To understand the extent to which these characteristics relate to students' values, we surveyed 1162 graduating science, technology, engineering, and mathematics (STEM) students across four universities using the previously developed and validated Survey of Teaching Beliefs and Practices for Undergraduates (STEP-U). The STEP-U survey included Likert questions to capture students' values of 27 cross-disciplinary skills and the frequency with which they experienced 27 instructional methods thought to develop particular skills. Exploratory factor analyses (EFA) showed an understandable factor structure for both students' perceived value of cross-disciplinary skills and frequency of classroom experiences. Using multiple regression, we identified differences in values that were associated with classroom experiences, STEM discipline, participation in undergraduate research, and student sociodemographics. Findings were generalizable across institutions and disciplines. The theoretical framework (EVT), the broad data collection (four institutions with multiple disciplines), and the type of data analyses (e.g., EFA) used provide theoretical, methodological, and practical contributions and suggest additional directions for future research.

动机的期望价值理论(EVT)认为,学生的价值观会影响他们为学习付出努力的可能性,而这些价值观可以由学生的特征来塑造,比如他们的经历、社会人口统计学和学科规范。为了了解这些特征与学生价值观的关系程度,我们使用先前开发和验证的本科生教学信念和实践调查(STEP-U)调查了四所大学的1162名科学、技术、工程和数学(STEM)毕业生。STEP-U调查包括李克特问题,以捕捉学生对27种跨学科技能的价值观,以及他们经历27种被认为是培养特定技能的教学方法的频率。探索性因素分析(EFA)显示,学生对跨学科技能的感知价值和课堂体验频率的因素结构都是可以理解的。使用多元回归,我们确定了与课堂经验、STEM学科、参与本科生研究和学生社会人口统计学相关的价值观差异。研究结果可推广到各个机构和学科。所使用的理论框架(EVT)、广泛的数据收集(四个多学科机构)和数据分析类型(如EFA)提供了理论、方法和实践方面的贡献,并为未来的研究提出了额外的方向。
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引用次数: 0
The Aspects of Active-Learning Science Courses That Exacerbate and Alleviate Depression in Undergraduates. 主动学习科学课程加重和减轻大学生抑郁的几个方面。
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-06-01 DOI: 10.1187/cbe.22-10-0199
Tala Araghi, Carly A Busch, Katelyn M Cooper

College science courses continue to transition from traditional lecture to active learning, which has been shown to have both alleviating and exacerbating effects on undergraduate mental health. Notably, existing studies have primarily examined the relationship between active learning and anxiety, and no studies have specifically assessed the relationship between active learning and depression. To address this gap, we conducted hourlong exploratory interviews with 29 undergraduates from six institutions who identify as having depression and who had been enrolled in at least one active-learning college science course. We probed how undergraduates' depression affects their experiences in active learning, and in turn, what aspects of active-learning practices exacerbate or alleviate students' depressive symptoms. Students described that their depression negatively impacted their cognitive domains, which could make learning and social interactions challenging. Additionally, we found that the underlying aspects of active-learning practices that impact students' depression fall into four overarching categories: opportunities to compare oneself with others, socializing with others while learning, frequent formative evaluation, and engagement in learning. Each of these aspects of active learning could alleviate and/or exacerbate depressive symptoms. This work supports recommendations to create more inclusive active-learning courses for students with depression.

大学理科课程继续从传统的讲授向主动学习转变,这对大学生心理健康既有缓解作用,也有加剧作用。值得注意的是,现有的研究主要是研究主动学习和焦虑之间的关系,没有研究专门评估主动学习和抑郁之间的关系。为了解决这一差距,我们对来自6个机构的29名本科生进行了长达一小时的探索性访谈,这些本科生被认为患有抑郁症,并且至少参加了一门主动学习的大学科学课程。我们探讨了大学生的抑郁如何影响他们的主动学习体验,反过来,主动学习实践的哪些方面加剧或减轻了学生的抑郁症状。学生们描述说,他们的抑郁症对他们的认知领域产生了负面影响,这可能会使学习和社交变得困难。此外,我们发现影响学生抑郁的主动学习实践的潜在方面可分为四大类:与他人比较的机会、学习时与他人交往的机会、频繁的形成性评价和学习的参与度。主动学习的每一个方面都可以减轻和/或加重抑郁症状。这项工作支持了为抑郁症学生创建更具包容性的主动学习课程的建议。
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引用次数: 2
Reflective Practices in Education: A Primer for Practitioners. 教育中的反思性实践:实践者入门。
IF 3.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2023-06-01 DOI: 10.1187/cbe.22-07-0148
Haleigh Machost, Marilyne Stains

Reflective practices in education are widely advocated for and have become important components of professional reviews. The advantages of reflective practices are many; however, the literature often focuses on the benefits to students, rather than the benefits for the educators themselves. Additionally, the extant literature concerning reflective practices in education is laden with conflicting terminology and complex studies, which can inhibit educators' understanding of reflective practices and prevent their adoption. As such, this Essay serves as a primer for educators beginning reflective practices. It briefly describes the benefits to educators and different classifications and modalities of reflection and examines some of the challenges that educators may encounter.

教育中的反思性实践得到广泛提倡,并已成为专业审查的重要组成部分。反思性实践有很多优点;然而,文献往往关注的是对学生的好处,而不是对教育者自己的好处。此外,关于教育中的反思性实践的现有文献充斥着相互矛盾的术语和复杂的研究,这可能会阻碍教育者对反思性实践的理解并阻碍他们的采用。因此,这篇文章可以作为教育工作者开始反思实践的入门读物。它简要地描述了反思对教育工作者的好处,以及反思的不同分类和方式,并探讨了教育工作者可能遇到的一些挑战。
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引用次数: 3
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Cbe-Life Sciences Education
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