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Making Sense of Uncertainty in the Science Classroom 科学课堂中的不确定性
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-06-14 DOI: 10.1007/s11191-022-00341-3
Joshua M. Rosenberg, Marcus Kubsch, Eric-Jan Wagenmakers, Mine Dogucu

Abstract

Uncertainty is ubiquitous in science, but scientific knowledge is often represented to the public and in educational contexts as certain and immutable. This contrast can foster distrust when scientific knowledge develops in a way that people perceive as a reversals, as we have observed during the ongoing COVID-19 pandemic. Drawing on research in statistics, child development, and several studies in science education, we argue that a Bayesian approach can support science learners to make sense of uncertainty. We provide a brief primer on Bayes’ theorem and then describe three ways to make Bayesian reasoning practical in K-12 science education contexts. There are a) using principles informed by Bayes’ theorem that relate to the nature of knowing and knowledge, b) interacting with a web-based application (or widget—Confidence Updater) that makes the calculations needed to apply Bayes’ theorem more practical, and c) adopting strategies for supporting even young learners to engage in Bayesian reasoning. We conclude with directions for future research and sum up how viewing science and scientific knowledge from a Bayesian perspective can build trust in science.

在科学中,不确定性无处不在,但科学知识在公众和教育环境中往往表现为确定和不变的。正如我们在2019冠状病毒病大流行期间所观察到的那样,当科学知识以人们认为是倒退的方式发展时,这种对比可能会助长不信任。根据统计学、儿童发展和科学教育方面的研究,我们认为贝叶斯方法可以帮助科学学习者理解不确定性。我们简要介绍了贝叶斯定理,然后描述了在K-12科学教育背景下使贝叶斯推理实用的三种方法。有a)使用贝叶斯定理所告知的原则,这些原则与认识和知识的本质有关;b)与基于网络的应用程序(或小部件- confidence Updater)进行交互,使应用贝叶斯定理所需的计算更加实用;c)采用支持年轻学习者参与贝叶斯推理的策略。最后,我们提出了未来的研究方向,并总结了如何从贝叶斯的角度看待科学和科学知识,以建立对科学的信任。
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引用次数: 8
Multivariate Analysis of Beliefs in Pseudoscience and Superstitions Among Pre-service Teachers in Spain 西班牙职前教师伪科学与迷信信仰的多变量分析
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-06-10 DOI: 10.1007/s11191-022-00354-y
Remo Fernández-Carro, José Eduardo Vílchez, José Miguel Vílchez-González, Ángel Ezquerra

Do pre-service teachers have the same beliefs in superstitions and pseudoscience as the members of their generation? We expect so, because they are slightly different in at least two of the variables that explain differences, namely family income and level of studies, and also, normatively, because beliefs among teaching staff appear to be a key matter in the scientific literacy of citizens. In this work, we compare data from the general public of the same age to our sample of 578 pre-service teachers from five Spanish universities, using the same questionnaire. Multivariate regression analysis is then used to study the factors that affect defence of such beliefs and the differences between pre-service teachers and their age group. We have found that, on the contrary to what was expected, beliefs among pre-service teachers are not far from those of their age group in the population at large. Within that relatively homogenous group, a favourable attitude toward pseudoscience and superstition mainly depends on their educational level and basic knowledge of science, but that knowledge probably depends on their spontaneous interest in scientific matters and a prior favourable attitude. These results have implications in training scientific teachers and in the scientific literacy of the population. Thus, we must consider such non-scientific beliefs when designing classroom proposals and when communicating scientific content in social contexts.

职前教师是否和他们那代人一样相信迷信和伪科学?我们希望如此,因为他们至少在两个解释差异的变量上略有不同,即家庭收入和学习水平,而且,从规范上讲,因为教职员工的信仰似乎是公民科学素养的关键问题。在这项工作中,我们使用相同的问卷,将来自西班牙五所大学的578名职前教师样本的相同年龄的普通公众的数据进行了比较。然后用多元回归分析来研究影响这种信念辩护的因素以及职前教师与其年龄组之间的差异。我们发现,与预期相反,职前教师的信念与整个人群中同龄教师的信念相差无几。在这个相对同质的群体中,对伪科学和迷信的有利态度主要取决于他们的教育水平和科学基础知识,但这种知识可能取决于他们对科学问题的自发兴趣和先前的有利态度。这些结果对培训科学教师和提高人民的科学素养具有影响。因此,在设计课堂建议和在社会环境中传播科学内容时,我们必须考虑这些非科学信念。
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引用次数: 1
Promoting Young Learners’ NOS Views Through Place-Based SSI Instruction 通过基于地点的SSI教学促进青少年学习者的NOS观
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-06-06 DOI: 10.1007/s11191-022-00353-z
Benjamin C. Herman, Sarah V. Poor, Robert T. Oertli, Kristen Schulte

Promoting a functional scientific literacy entails preparing people to effectively engage and make decisions regarding real-world socioscientfic issues (SSI) through consideration of the relevant products and processes of science, as well as social, cultural, environmental, and ethical factors. Students can develop a functional scientific literacy through place-based pedagogical approaches focused on real-world SSI that augment formal classroom instruction. This quasi-experimental triangulated mixed-methods study investigated how 50 fourth graders in an intervention group, in comparison to their 79 classmates, developed nature of science (NOS) views through experiencing a place-based Missouri River SSI education Program (MRSIP). Salient themes of the month-long MRSIP included Missouri River human impacts, pallid sturgeon decline and recovery, and how scientists investigate and manage those issues. Our findings demonstrate that the MRSIP participants and their non-participating classroom peers expressed NOS views ranging from those that were largely stereotypical (e.g., science must proceed by a set method in a laboratory) to those that transcended stereotypes (e.g., science proceeds by many methods implemented in various field settings). However, after students participated in the MRSIP, they expressed significantly more sophisticated non-stereotypical views about how scientists research and understand Missouri River SSI and the role science plays in resolving those issues. The comparison group of the MRSIP participating students’ classmates realized no such gains across the same time period. Pedagogical implications include how place-based SSI teaching can leverage young learners’ sense of place and augment their classroom experiences in ways that help them understand NOS and engage local SSI.

促进功能性科学素养需要准备人们通过考虑相关的科学产品和过程,以及社会、文化、环境和伦理因素,有效地参与和做出关于现实世界社会科学问题(SSI)的决策。学生可以通过注重现实世界SSI的基于地点的教学方法来发展功能性科学素养,从而增强正式的课堂教学。这项准实验三角混合方法研究调查了干预组的50名四年级学生,与他们的79名同学相比,如何通过体验基于地点的密苏里河SSI教育计划(MRSIP)来发展科学本质(NOS)观点。为期一个月的MRSIP的突出主题包括密苏里河的人类影响,白鲟的减少和恢复,以及科学家如何调查和管理这些问题。我们的研究结果表明,MRSIP参与者和他们未参与的课堂同龄人表达的NOS观点范围从那些基本上是刻板印象的(例如,科学必须在实验室中通过一套方法进行)到那些超越刻板印象的(例如,科学通过在各种领域设置中实施的许多方法进行)。然而,在学生参与MRSIP之后,他们对科学家如何研究和理解密苏里河SSI以及科学在解决这些问题中所起的作用表达了明显更复杂的非刻板印象的观点。MRSIP参与学生的同学的对照组在同一时间段内没有实现这样的收益。教学意义包括基于地点的SSI教学如何利用年轻学习者的地方感,并以帮助他们理解NOS和参与当地SSI的方式增加他们的课堂体验。
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引用次数: 1
Education for Sustainability Meets Confucianism in Science Education 可持续教育与科学教育中的儒家思想相遇
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-06-03 DOI: 10.1007/s11191-022-00349-9
Baoyu Li, Jesper Sjöström, Bangping Ding, Ingo Eilks

Confucianism provides a specific view on the world held by many people living in several Asian societies. It offers views on humans and nature that generally differ from other traditional or Western modern views. The paper presents a systematic analysis of the literature in education with a focus on science education about the connection of Confucianism with education for sustainability. It suggests a framework for how education for sustainability can be operated in the foreground of Confucian societies taking concepts from the international literature into consideration. This critical review provides justification for a stronger reflection about how to include ideas from Confucianism into education for sustainability in the teaching and learning of science. It suggests that Confucian thinking offers a rich and authentic context for science learning in Confucian societies and and also provides a chance to reflect on views of humans, nature, and science in science education in other societies, potentially contributing to the development of more balanced and holistic worldviews.

儒家思想为生活在几个亚洲社会的许多人提供了一种特定的世界观。它提供了与其他传统或西方现代观点不同的关于人类和自然的观点。本文以科学教育为中心,系统地分析了儒家思想与可持续教育的关系。它提出了一个框架,说明如何在儒家社会的前景中开展可持续发展教育,并考虑到国际文献中的概念。这一批判性的回顾为我们更有力地反思如何将儒家思想纳入科学教学的可持续性教育提供了理由。这表明,儒家思想为儒家社会的科学学习提供了丰富而真实的背景,也为其他社会的科学教育反思人类、自然和科学的观点提供了机会,可能有助于发展更平衡和全面的世界观。
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引用次数: 3
Developing Primary School Students’ Abilities to Evaluate the Evidence of Written Scientific Arguments 培养小学生评价书面科学论证证据的能力
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-05-21 DOI: 10.1007/s11191-022-00352-0
Michael Skoumios

The engagement of students in processes for evaluating scientific arguments is particularly important for science education of all students. Research studying students’ abilities to evaluate scientific arguments based on their evidence is limited. The present paper investigates the impact of a teaching sequence for temperature and heat, which is based on the teaching science-as-practice approach, on primary school students’ abilities to evaluate the evidence of the written scientific arguments they read. The instructional material developed was implemented to 262 students aged 12 years. A questionnaire was developed and completed by the students before and after the implementation of the teaching–learning sequence. The data analysis showed that the teaching sequence significantly contributed to improving students’ abilities to locate evidence in arguments, identify relevant supporting evidence that should be included in arguments, evaluate whether a piece of evidence is strong or weak, and compare and evaluate two arguments according to the evidence they include. This study provides preliminary evidence that a teaching sequence which is based on the teaching science-as-practice approach may be effective for increasing primary school students’ abilities to evaluate the evidence of scientific arguments. The results of this study and their implications for both research and practice are discussed.

学生参与评估科学论证的过程对所有学生的科学教育尤为重要。关于学生根据证据评价科学论点能力的研究是有限的。本文调查了基于科学即实践教学方法的温度和热量教学顺序对小学生评估他们阅读的书面科学论点证据的能力的影响。所编制的教材已在262名12岁学生中实施。在实施教-学顺序前后,学生分别制作问卷并填写。数据分析表明,教学顺序显著有助于提高学生在论据中找到证据的能力,识别论点中应该包含的相关支持证据,评价一条证据是强是弱,根据所包含的证据对两个论点进行比较和评价的能力。本研究提供初步证据,证明以“科学即实践”教学方法为基础的教学顺序,可有效提高小学生评估科学论据证据的能力。讨论了本研究的结果及其对研究和实践的启示。
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引用次数: 1
FEW and Far Between 少之又少
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-05-18 DOI: 10.1007/s11191-022-00344-0
Ellen J. Platts, Bridget Kerner, Nick Adams, Jan-Michael Archer

The food-energy-water (FEW) nexus framework calls for a systems perspective on addressing complex sustainability challenges. As a sustainability science field, nexus research should in theory bring together transdisciplinary approaches drawing from a range of stakeholder knowledge and experiences. This approach would align with the competence-based training for future sustainability leaders advocated for in sustainability education literature. In practice, the field is dominated by techno-scientific approaches with superficial or peripheral attention paid to issues of social justice and community engagement. In this article, we explore how this imbalance in the literature reflects a breakdown between the ideals of sustainability training and the reality of training at the nexus and describe obstacles that may be contributing to this breakdown, including a prejudice towards the idea of “objective” science, institutional incentives, and disciplinary culture. To address these concerns, we introduce a research project focused on assessing the training of future researchers at the FEW nexus and exploring how these programs train students in particular views of what is important at the FEW nexus, such as technological solutions, stakeholder collaboration, and/or issues of equity and justice. It will also provide recommendations for creating open learning environments that are competence-based, and that incorporate multiple methods, acknowledgments of limitations, and alternate ways of knowing.

粮食-能源-水关系框架要求从系统的角度来解决复杂的可持续性挑战。作为一个可持续发展的科学领域,nexus研究在理论上应该从一系列利益相关者的知识和经验中汇集跨学科的方法。这种方法将与可持续发展教育文献中提倡的未来可持续发展领导者的能力培训相一致。在实践中,该领域由技术科学方法主导,对社会正义和社区参与问题的关注是肤浅的或外围的。在本文中,我们探讨了文献中的这种不平衡如何反映了可持续性培训的理想与关系培训的现实之间的崩溃,并描述了可能导致这种崩溃的障碍,包括对“客观”科学观念的偏见,制度激励和学科文化。为了解决这些问题,我们引入了一个研究项目,重点是评估未来研究人员在FEW关系中的培训情况,并探索这些项目如何培养学生对FEW关系中重要事物的特定观点,如技术解决方案、利益相关者合作和/或公平和正义问题。它还将为创建以能力为基础的开放式学习环境提供建议,并结合多种方法,承认局限性和替代的学习方式。
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引用次数: 2
Explicit Instruction of Scientific Uncertainty in an Undergraduate Geoscience Field-Based Course 科学不确定性在本科地学实地课程中的显性教学
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-05-11 DOI: 10.1007/s11191-022-00345-z
Kathryn M. Bateman, Cristina G. Wilson, Randolph T. Williams, Basil Tikoff, Thomas F. Shipley

Abstract

Understanding and communicating uncertainty is a key skill needed in the practice of science. However, there has been little research on the instruction of uncertainty in undergraduate science education. Our team designed a module within an online geoscience field course which focused on explicit instruction around uncertainty and provided students with an uncertainty rating scale to record and communicate their uncertainty with a common language. Students then explored a complex, real-world geological problem about which expert scientists had previously made competing claims through geologic maps. Provided with data, expert uncertainty ratings, and the previous claims, students made new geologic maps of their own and presented arguments about their claims in written form. We analyzed these reports along with assessments of uncertainty. Most students explicitly requested geologists’ uncertainty judgments in a post-course assessment when asked why scientists might differ in their conclusions and/or utilized the rating scale unprompted in their written arguments. Through the examination of both pre- and post-course assessments of uncertainty and students’ course-based assessments, we argue that explicit instruction around uncertainty can be introduced during undergraduate coursework and could facilitate geoscience novices developing into practicing geoscientists.

摘要理解和沟通不确定性是科学实践中所需要的一项关键技能。然而,对本科理科教育中不确定性教学的研究却很少。我们的团队在在线地球科学实地课程中设计了一个模块,该模块侧重于关于不确定性的明确指导,并为学生提供不确定性评分量表,以便用通用语言记录和交流他们的不确定性。然后,学生们探索了一个复杂的、现实世界的地质问题,专家科学家们此前曾通过地质图对这个问题提出过不同的主张。在提供了数据、专家的不确定性评级和以前的主张后,学生们绘制了自己的新地质图,并以书面形式提出了关于自己主张的论点。我们分析了这些报告,并对不确定性进行了评估。大多数学生在课后评估中明确要求地质学家对不确定性的判断,当被问及为什么科学家可能会在他们的结论中有不同的看法,或者在他们的书面论点中没有提示地使用评级量表。通过对课程前和课程后不确定性评估以及学生基于课程的评估的研究,我们认为可以在本科课程中引入关于不确定性的明确指导,从而促进地球科学新手发展为实践地球科学家。
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引用次数: 0
Investigating Elementary Teachers’ Views, Implementation, and Longitudinal Enactment of Nature of Science Instruction 调查小学教师对科学本质教学的看法、实施与纵向制定
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-04-28 DOI: 10.1007/s11191-022-00343-1
Hallie Edgerly, Jerrid Kruse, Jesse Wilcox

Abstract

During a 10-week professional physical science professional development (PD) course, elementary inservice teachers (n = 18) in a large urban district were engaged in explicit-reflective nature of science (NOS) instruction. Teachers were also explicitly engaged in reflection concerning NOS pedagogy (e.g., explicit-reflective, role of context). During the last 2 weeks of the PD course, teachers attempted to implement NOS instruction in their classrooms. Teachers submitted videos of their NOS teaching and written reflections about their videos. Then, 7 months later, teacher participants (n = 14) submitted videos of their science teaching. During the PD course, most teachers were able to implement effective explicit-reflective NOS instruction and their reflections indicated strong agreement between participants’ NOS pedagogical content knowledge and their enacted NOS instruction. 7 months later, just over one-third of participants continued to include explicit-reflective NOS instruction in their science teaching. NOS views, prior NOS pedagogical views, and prior NOS enactment did not account for longitudinal inclusion of effective NOS instruction. The role of teachers’ rationale for NOS and informal support networks are discussed.

摘要在为期10周的专业物理科学专业发展(PD)课程中,对某大城市18名小学在职教师进行了显性-反思性科学(NOS)教学。教师也明确地参与了关于NOS教学法的反思(例如,明确反思,语境的作用)。在PD课程的最后两周,老师们尝试在课堂上实施NOS教学。教师们提交了他们的NOS教学视频,并写下了对视频的反思。然后,7个月后,教师参与者(n = 14)提交了他们的科学教学视频。在PD课程中,大多数教师能够实施有效的显性反思性NOS教学,他们的反思表明参与者的NOS教学内容知识与他们制定的NOS教学内容之间有很强的一致性。7个月后,超过三分之一的参与者继续在他们的科学教学中加入明确的反思性NOS教学。NOS观点、先前的NOS教学观点和先前的NOS制定并没有考虑到有效的NOS教学的纵向纳入。讨论了教师对NOS和非正式支持网络的理论基础的作用。
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引用次数: 4
List of Reviewers Contributing to Volume 30, 2021 2021年第30卷的审稿人名单
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-04-26 DOI: 10.1007/s11191-022-00347-x
Sibel Erduran
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引用次数: 0
Too Philosophical, Therefore Useless for Science Education? 过于哲学,对科学教育无用?
3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-04-21 DOI: 10.1007/s11191-022-00340-4
Sibel Erduran
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引用次数: 3
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