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Students’ Holistic Reading of Socio-Scientific Texts on Climate Change in a ChatGPT Scenario 在 ChatGPT 情景中学生对有关气候变化的社会科学文本的整体性阅读
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-06-24 DOI: 10.1007/s11165-024-10177-2
Kason Ka Ching Cheung, Jack K. H. Pun, Wangyin Li

ChatGPT becomes a prominent tool for students’ learning of science when students read its scientific texts. Students read to learn about climate change misinformation using ChatGPT, while they develop critical awareness of the content, linguistic features as well as nature of AI and science to comprehend these texts. In this exploratory study, we investigated students’ reading performance in comprehending two ChatGPT-generated socio-scientific texts, with one focusing on cognitive-epistemic aspects of climate science and another one focusing on social-institutional aspects of climate science. We theorized such reading of ChatGPT-generated outputs as encompassing the content-interpretation, genre-reasoning and epistemic-evaluation domains. Combining Rasch partial-credit model and qualitative analysis, we explored and investigated how a total of 117 junior secondary students (grades 8 to 9) read such texts. Moreover, we also examined how 55 students’ holistic reading of socio-scientific texts on climate change in a ChatGPT scenario changes after a reading-science intervention. Our findings indicate that the content-interpretation was the easiest while the epistemic-evaluation domains were the most difficult. Interestingly, after the reading-science intervention, many students developed their tentative view on nature of science when they evaluated ChatGPT’s claims; while a small increase in number of students discussed reliability and non-epistemic nature of AI when they evaluated ChatGPT’s claims in relation to climate change. The findings also drive a pedagogical model that improves students’ holistic reading of socio-scientific texts generated by ChatGPT.

当学生阅读科学文本时,ChatGPT 成为学生学习科学的重要工具。学生利用 ChatGPT 阅读了解气候变化的错误信息,同时培养对内容、语言特点以及人工智能和科学本质的批判意识,以理解这些文本。在这项探索性研究中,我们调查了学生在理解两篇由 ChatGPT 生成的社会科学文本时的阅读表现,其中一篇侧重于气候科学的认知-学术方面,另一篇侧重于气候科学的社会-制度方面。我们将对 ChatGPT 生成的输出结果的这种阅读理论化为包含内容-解释、体裁-推理和认识-评价领域。结合 Rasch 部分学分模型和定性分析,我们对 117 名初中生(8 至 9 年级)如何阅读此类文本进行了探索和研究。此外,我们还考察了 55 名学生在 ChatGPT 情景下对气候变化社会科学类文本的整体阅读在经过阅读科学干预后的变化情况。我们的研究结果表明,内容-解释是最容易的,而认识-评价领域则是最难的。有趣的是,经过阅读-科学干预后,许多学生在评价 ChatGPT 的主张时,对科学的性质形成了初步看法;而在评价 ChatGPT 有关气候变化的主张时,讨论人工智能的可靠性和非认识论性质的学生人数略有增加。研究结果还推动了一种教学模式的发展,该模式可提高学生对 ChatGPT 生成的社会科学文本的整体阅读能力。
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引用次数: 0
Who do I Look like More, Mom or Dad? An Exploratory Survey about Primary Students’ Ideas about Heredity 我更像爸爸还是妈妈?关于小学生遗传观念的探索性调查
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-06-21 DOI: 10.1007/s11165-024-10174-5
Isabel Zudaire, G. Enrique Ayuso, María Napal, Irantzu Uriz

Unlike in other countries, heredity and genetics appear first in Spanish science standards in secondary levels. However, some researchers have suggested the need of progressively introducing some basic genetic ideas already from primary education levels. In this context of no formal instruction in early stages, the objectives of our work were to characterize the incipient heredity model of primary school pupils and to evaluate its progression, to identify the most appropriate time to introduce these ideas. We designed a 12-item questionnaire referred to two constructs: (1) the difference between biologically inherited and environmental acquired traits and (2) the mechanism of inheritance. 535 primary school pupils (6–12 years; grades 1–6) took part in the study. In addition, 1–2 pupils per class were interviewed, totalling 30 interviewees. The results showed that pupils clearly identified physical resemblance as inheritable but had more difficulties in assessing physiological traits. Most pupils (84%) correctly identified that accidentally acquired traits were not transmitted to the descendance. However, only 32,2% of them use terms related to inheritance (77,1% of them in G4 – G6). Regarding the mechanism of inheritance, the idea that siblings express traits of both parents becomes more prevalent from grade 3, even suggesting the appearance of new traits or the mixture of previous ones. Older pupils accepted that a trait could skip a generation, although most of them were unable to explain the mechanism, that involves the idea of dominance/ recessiveness. These results allow identifying key leverage points for constructing the inheritance model at Primary levels.

与其他国家不同,遗传和基因首先出现在西班牙中学科学课程标准中。然而,一些研究人员建议,有必要从小学教育阶段就逐步引入一些基本的遗传学思想。在早期阶段没有正规教学的情况下,我们的工作目标是描述小学生萌芽中的遗传模式,评估其进展情况,以确定引入这些观念的最合适时机。我们设计了一份 12 个项目的调查问卷,涉及两个方面:(1) 生物遗传特征与环境获得特征之间的区别;(2) 遗传机制。535 名小学生(6-12 岁;1-6 年级)参加了研究。此外,每个班还采访了 1-2 名小学生,共计 30 人。研究结果表明,小学生能清楚地辨别出外貌相似是可以遗传的,但在评估生理特征时却遇到了更多困难。大多数学生(84%)正确地指出,意外获得的特征不会遗传给后代。然而,只有 32.2%的学生会使用与遗传有关的术语(其中 77.1%在 G4 - G6)。关于遗传的机制,兄弟姐妹表现出父母双方特征的观点从三年级开始变得更加普遍,甚至认为出现了新的特征或以前的特征混合在一起。高年级学生接受了某一性状可以隔代遗传的观点,尽管他们中的大多数人都无法解释其中的机理,这涉及到显性/隐性的概念。这些结果有助于确定在小学阶段构建遗传模型的关键杠杆点。
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引用次数: 0
Professional Growth of STEM Teachers: Viewing from Entrepreneurial Frame STEM 教师的专业成长:从创业框架看问题
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-06-21 DOI: 10.1007/s11165-024-10179-0
Aik-Ling Tan, Tang Wee Teo

This paper examines professional growth of a STEM teacher from the entrepreneurial frame. Using a personal narrative together with a STEM/science lesson package developed by the participant teacher, we unpack a teacher’s professional growth by interpreting her beliefs and actions using characteristics of entrepreneurial thinking. Our analysis and interpretations revealed that risk-taking forms of behaviour manifest as willingness to take calculated risks to make ‘cold’ calls to different organisations to request sharing or learning opportunities. The motivation to succeed stems from a belief that STEM education can improve the lives of students and that all students can learn. Passion for the discipline of STEM and personal beliefs to uplift students propel the teacher to persevere in her professional development despite busy schedules and conflicting demands of school and home. This study and its findings bring a fresh perspective to the idea of teacher agency from an entrepreneurial lens positioning teachers as self-empowered as compared to individuals who depended on the system to provide enablers for professional growth in the teaching profession. While self-empowerment to enact a curriculum is catalytic, teachers’ capacity for change is circumscribed by teachers’ capacity to act and accumulate practical knowledge. These entrepreneurial actions of successful STEM teachers could be used to facilitate teacher reflection on their professional journey. As the narrative approach sought to present an in-depth examination of the relationship between entrepreneurial thinking and teacher professional growth, the generalisability power of the assertions made is limited. The entrepreneurial thinking framework together with narratives from successful teachers enable teachers to locate where they are in their personal professional development and where they can aspire to move towards in their personal goal settings. Future research can examine teachers’ levels of entrepreneurial thinking and compare them against narratives of their professional growth to distil the behaviours that could lead to growth of entrepreneurial thinking. Curriculum leaders can also use the ideas of entrepreneurial thinking for professional growth to counsel and coach their team.

本文从创业框架出发,研究了一名 STEM 教师的专业成长。通过个人叙事和参与教师开发的 STEM/科学课程包,我们用创业思维的特点解释了教师的信念和行为,从而解读了教师的专业成长。我们的分析和解读显示,冒险行为的表现形式是愿意冒着经过深思熟虑的风险,给不同的机构打 "冷 "电话,请求分享或学习机会。成功的动机源于这样一种信念,即 STEM 教育可以改善学生的生活,所有学生都可以学习。对科学、技术、工程和数学学科的热情以及激励学生的个人信念,推动着教师在繁忙的工作和学校与家庭需求冲突的情况下,坚持不懈地进行专业发展。这项研究及其发现从创业的角度为教师能动性的概念提供了一个全新的视角,将教师定位为自我赋权者,而不是依赖于系统为教师职业的专业发展提供助力的个人。虽然自我赋权以制定课程具有催化作用,但教师的变革能力受制于教师的行动能力和实践知识的积累。成功的 STEM 教师的这些创业行动可以用来促进教师对其专业历程的反思。由于叙事方法旨在对创业思维与教师专业成长之间的关系进行深入研究,因此所做论断的普适性有限。创业思维框架与成功教师的叙事相结合,使教师能够找到自己在个人专业发展中的位置,以及在个人目标设定中可以向何处迈进。未来的研究可以考察教师的创业思维水平,并与他们的专业成长叙事进行比较,从而提炼出能够促进创业思维发展的行为。课程领导者也可以利用创业思维促进专业成长的理念来辅导和指导他们的团队。
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引用次数: 0
Exploring the Associations of Afterschool Science Participation and Friendships with Science Identities 探索课外科学参与和友谊与科学身份的关联
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-06-20 DOI: 10.1007/s11165-024-10173-6
Patricia Wonch Hill, Grace M. Kelly, Julia McQuillan, Jorge Ledesma, Miranda Melson, G. Robin Gauthier

Building on previous research that demonstrates the association of youth experiences in afterschool science and higher science identities, this paper presents a network study of 421 middle school students that examines afterschool science participation, friendship ties, and science identities. Participation in afterschool science clubs is associated with higher science identity, but the mechanisms and order of causality are unclear. Youth form friendships inside and outside of school, and peers may influence participation in afterschool activities, as empirical research on friendships shows that they are associated with youth interests. These peer interactions also have the potential to shape identity development during adolescence. In this study, we explore associations among youth participation in afterschool science clubs, peer friendship groups, and science identity. We find that youth who participate in afterschool science clubs have higher science identities than those who do not participate. Additionally, having friends in afterschool science clubs is associated with higher science identity, even among students who report not participating in clubs themselves. Results suggest that afterschool science clubs support youth science identities, even beyond those who directly participate.

以往的研究表明,青少年的课后科学活动经历与较高的科学认同感之间存在关联,本文在此基础上,对 421 名初中生进行了一项网络研究,探讨了课后科学活动的参与、友谊关系和科学认同感。参与课后科学俱乐部与较高的科学认同感有关,但因果关系的机制和顺序尚不清楚。青少年在校内外结成友谊,同伴可能会影响他们对课后活动的参与,因为对友谊的实证研究表明,友谊与青少年的兴趣有关。这些同伴间的互动也有可能影响青少年的身份发展。在本研究中,我们探讨了青少年参与课后科学俱乐部、同伴友谊团体和科学认同之间的关联。我们发现,与不参加课后科学俱乐部的青少年相比,参加课后科学俱乐部的青少年具有更高的科学认同感。此外,有朋友参加课后科学俱乐部也与较高的科学认同感有关,即使是那些表示自己没有参加俱乐部的学生也是如此。结果表明,课后科学俱乐部支持青少年的科学认同,甚至超越了那些直接参与的青少年。
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引用次数: 0
Unveiling Stereotypes: A Study on Science Perceptions Among Children in Northwest Mexico 揭开陈规定型观念的面纱:墨西哥西北部儿童的科学认知研究
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-06-18 DOI: 10.1007/s11165-024-10175-4
Ulises Bardullas, Eugenio Leyva-Figueroa

The prevailing portrayal of science and scientists within the public domain is a multifaceted mix of conventional stereotypes. Our study investigates these perceptions among Mexican children, analyzing 816 drawings and descriptions collected from fourth to seventh graders in rural and urban schools in Northwestern Mexico. Drawings were analyzed for the scientist’s appearance, location, and activity using mDAST/DAST, and each category was subcategorized for deeper compressive. The results confirm stereotypical depictions in all categories, however, girls draw more female scientists, mainly characterized by Caucasian features. Likewise, although stereotypical lab depictions persist, many drawings show alternative lab research and outdoor activities. Our study highlights the importance of promoting a diverse and inclusive image of scientists and their work, starting from an early age, using inclusive textbooks and effective pedagogical strategies.

科学和科学家在公众心目中的形象是传统刻板印象的多元组合。我们的研究调查了墨西哥儿童的这些看法,分析了从墨西哥西北部农村和城市学校的四年级至七年级学生那里收集的 816 幅图画和描述。我们使用 mDAST/DAST 对图画中科学家的外貌、位置和活动进行了分析,并对每个类别进行了更深入的压缩分类。结果证实了所有类别中的刻板描绘,然而,女孩画出了更多的女性科学家,主要以白种人为特征。同样,尽管刻板的实验室描绘依然存在,但许多图画都表现了另类的实验室研究和户外活动。我们的研究强调了从幼年开始,利用包容性教科书和有效的教学策略,宣传科学家及其工作的多样化和包容性形象的重要性。
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引用次数: 0
Exploring the Entrepreneurial Self-Efficacy of STEM Students within the Context of an Informal STEM Education Programme 探索非正规 STEM 教育计划背景下 STEM 学生的创业自我效能感
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-06-17 DOI: 10.1007/s11165-024-10178-1
Pengzhi Chu, Zhujun Jiang, Xiongziyan Xiao, Xiaoni Liang, Jie Chen, Feng-Kuang Chiang

A research model based on the presage–process–product theoretical framework was constructed to explore the relationship between STEM learning self-efficacy, perception of challenging learning environments, goal orientation (learning goal orientation and performance goal orientation), and entrepreneurial self-efficacy in students. Data were collected through a questionnaire survey of 110 STEM students who participated in a university–enterprise collaboration informal STEM education programme. The results, analyzed using partial least-squares structural equation modeling (PLS-SEM), indicated that both STEM learning self-efficacy and the perception of a challenging learning environment significantly positively affected learning and performance goal orientations. Furthermore, STEM learning self-efficacy had a direct positive effect on entrepreneurial self-efficacy. Importantly, learning goal orientation was found to mediate the relationship between the perception of a challenging learning environment and entrepreneurial self-efficacy. These findings highlight the critical role of targeted educational environments and goal-setting orientations in fostering entrepreneurial self-efficacy in STEM students, providing valuable insights for educators and policymakers in higher education.

本文构建了一个基于 "预设-过程-产品 "理论框架的研究模型,以探讨 STEM 学习自我效能感、对具有挑战性的学习环境的感知、目标导向(学习目标导向和绩效目标导向)与学生创业自我效能感之间的关系。数据是通过对 110 名参加校企合作非正式 STEM 教育项目的 STEM 学生进行问卷调查收集的。采用偏最小二乘结构方程模型(PLS-SEM)分析的结果表明,STEM 学习自我效能感和对具有挑战性的学习环境的感知对学习和绩效目标导向有显著的正向影响。此外,STEM 学习自我效能感对创业自我效能感有直接的正向影响。重要的是,研究发现学习目标定向能调节对具有挑战性的学习环境的认知与创业自我效能感之间的关系。这些发现强调了有针对性的教育环境和目标设定导向在培养 STEM 学生创业自我效能感方面的关键作用,为高等教育的教育者和决策者提供了宝贵的启示。
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引用次数: 0
Exploring the effect of directive and reflective feedback on elementary school students’ scientific conceptual understanding, epistemological beliefs, and inquiry performance in online inquiry activities 探索指导性和反思性反馈对小学生科学概念理解、认识论信念和在线探究活动中探究表现的影响
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-05-23 DOI: 10.1007/s11165-024-10171-8
Yafeng Zheng, Shebing Sun, Yang Yang, Chang Xu
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引用次数: 0
Cross-disciplinary Challenges: Navigating Power Dynamics in Advocating an Entrepreneurial STEM Curriculum 跨学科挑战:在倡导科学、技术、工程和数学创业课程的过程中驾驭权力动态
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-05-23 DOI: 10.1007/s11165-024-10172-7
Chun Sing Maxwell Ho
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引用次数: 0
Epistemic Goals and Practices in Biology Curriculum—the Philippines and Japan 生物课程中的认识论目标和实践--菲律宾和日本
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-05-10 DOI: 10.1007/s11165-024-10170-9
Denis Dyvee Errabo, Keigo Fujinami, Tetsuo Isozaki

Despite cultural differences, the Philippines–Japan partnership is developing an intentional teaching curriculum with parallel standards. However, disparities among their respective educational systems have prompted inequalities. As education plays a critical role in collaboration, we explored the Epistemic Goals (EGs) and Epistemic Practices (EPs) in the biology curriculum, with the research question: How do the epistemic goals and practices of the biology curriculum transmit knowledge and skills in the Philippines and Japan? Using an ethnographic design, we conducted two iterative explorations of EGs and EPs. First, we examined the curriculum policy to determine its EGs. Using the A-B-C-D protocol, we employed discourse analysis to evaluate knowledge and skills in the biology grade-level standards. Second, we examined the articulation of goals in classroom teaching practices. We conducted classroom immersion and observed classes to determine EPs and supported our observations through interviews, synthesizing the data using inductive content analysis. Our findings revealed that the Philippines’ EGs were to transmit factual knowledge enhanced by basic science skills, and their EPs were audio-visual materials, gamified instructions, guided inquiry, posing questions, and learning-by-doing. In comparison, Japan’s EGs were to provide a solid foundation of theoretical and metacognitive knowledge, integrated science skills, and positive attitudes. Its EPs involved cultivating lasting learning, observation, investigation, experimentation, collaborative discussion, and reflective thinking. Our study makes a meaningful contribution by shedding light on crucial ideologies and cultural identities embedded in Biology curricula and teaching traditions.

尽管存在文化差异,菲律宾和日本的合作伙伴关系正在开发具有平行标准的教学课程。然而,各自教育体系的差异造成了不平等。由于教育在合作中起着至关重要的作用,我们探讨了生物课程中的认识论目标(EGs)和认识论实践(EPs),并提出了研究问题:在菲律宾和日本,生物课程的认识论目标和实践是如何传播知识和技能的?通过人种学设计,我们对 EG 和 EP 进行了两次反复探索。首先,我们研究了课程政策,以确定其 EGs。利用 A-B-C-D 协议,我们采用话语分析来评估生物年级标准中的知识和技能。其次,我们考察了课堂教学实践中的目标表述。我们进行了课堂浸入式教学和课堂观察,以确定 EP,并通过访谈支持我们的观察,使用归纳式内容分析对数据进行综合。我们的研究结果表明,菲律宾的教学目标是传授事实性知识,并辅以基本的科学技能,而他们的教学辅助手段则是视听材料、游戏化指导、引导探究、提出问题和边做边学。相比之下,日本的教育指导原则是提供坚实的理论和元认知知识基础、综合科学技能和积极的态度。其 EPs 涉及培养持久学习、观察、调查、实验、合作讨论和反思性思维。我们的研究揭示了生物学课程和教学传统中蕴含的重要意识形态和文化身份,从而做出了有意义的贡献。
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引用次数: 0
Adolescents’ Intentions to Study Science: the Role of Classroom-based Social Support, Task Values, and Self-efficacy 青少年学习科学的意愿:课堂社会支持、任务价值观和自我效能感的作用
IF 2.3 3区 教育学 Q1 Social Sciences Pub Date : 2024-04-29 DOI: 10.1007/s11165-024-10169-2
Erin Mackenzie, Kathryn Holmes, Nathan Berger, Caitlin Cole

Declining enrolments in senior secondary science have heightened concerns for meeting the demands for more STEM-qualified workers and a scientifically literate society. Students' attitudes to science are formed during schooling, particularly in adolescence when they are exposed to a variety of science topics. Students’ perceptions of their ability in science and their subjective task values are well established as predictors of their likelihood of engaging with and continuing their study of science. However, the role of classroom-based social support in supporting ability perceptions and task values is less well understood. In this study, we examined relationships between adolescents’ perceived classroom-based social support, task values, and self-efficacy, and how these perceptions and attitudes predicted adolescents’ intentions to study the three major science subjects (biology, chemistry, and physics) in senior high school. Participants were 475 adolescents in Grades 8 to 10 recruited from six schools in Sydney, Australia. Structural equation modelling was employed to test the hypothesised model in which social support from science teachers and peers predicted intended science subject selections through science self-efficacy, intrinsic valuing of science, and utility value of science. Results indicate that science teacher and peer support were not directly related to adolescents’ intentions to study senior science subjects. Instead, they were indirectly related via their positive relationship with science self-efficacy and task values. Utility value was the strongest predictor of adolescents’ intentions to study biology, chemistry, and physics, while self-efficacy and intrinsic value also predicted adolescents’ intentions to study chemistry. These results suggest that classroom-based social supports are important for supporting adolescents’ attitudes towards science, and that science utility value interventions may be useful in efforts to improve enrolments in senior science subjects.

高中理科入学率的下降使人们更加关注如何满足对更多具备科学、技术、工程和数学素质的工人以及有科学素养的社会的需求。学生对科学的态度是在学校教育期间形成的,尤其是在青少年时期,他们会接触到各种科学课题。学生对自己科学能力的看法和他们的主观任务价值观是预测他们参与和继续学习科学的可能性的既定因素。然而,课堂上的社会支持在支持能力认知和任务价值方面所起的作用却鲜为人知。在本研究中,我们考察了青少年感知到的课堂社会支持、任务价值观和自我效能感之间的关系,以及这些感知和态度如何预测青少年在高中学习三大科学科目(生物、化学和物理)的意向。参与者是从澳大利亚悉尼的六所学校招募的 475 名八至十年级青少年。该模型通过科学自我效能感、科学的内在价值和科学的实用价值预测科学教师和同伴的社会支持对科学科目选择的预期。结果表明,科学教师和同伴的支持与青少年学习高年级科学科目的意向没有直接关系。相反,它们通过与科学自我效能感和任务价值的积极关系而间接相关。效用价值对青少年学习生物、化学和物理的意愿有最强的预测作用,而自我效能感和内在价值也对青少年学习化学的意愿有预测作用。这些结果表明,以课堂为基础的社会支持对支持青少年的科学态度非常重要,科学效用价值干预措施可能有助于提高高中理科的入学率。
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引用次数: 0
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Research in Science Education
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