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(Mis)alignments between postdoctoral and supervisors' perceptions of mentorship competencies in engineering and computer science (博士后和导师对工程学和计算机科学领域导师能力的看法(不)一致
Pub Date : 2024-07-16 DOI: 10.1002/jee.20611
M. Bahnson, Monique Ross, Catherine G. P. Berdanier
Postdoctoral training holds an increasingly important place in preparation for leading academic and research positions. While little empirical research has described postdoctoral training beyond the sciences, across all fields, “misaligned expectations” are often touted as a key source of postdoctoral strife.This article describes mentorship competency beliefs within engineering and computer science fields, which increasingly engage in postdoctoral training.An embedded mixed‐methods design was used to quantitatively identify mentorship profiles from survey data using latent profile analysis (LPA) from a sample of n = 118 postdoctoral scholars and n = 165 postdoctoral supervisors. Qualitative thematic analysis of interviews with n = 29 postdoctoral scholars and n = 20 postdoctoral supervisors was used to identify meaning in the differences between quantitative profiles. The combination of LPA with thematic analysis enabled the triangulation of distinct postdoctoral mentorship profile definitions.LPA identified six postdoctoral fellow profiles and four supervisor profiles, which became clearly definable through thematic analysis. Postdoc profiles included Technical Manager, Autonomy Focused Advisor, Stretched Mentor, Well‐Rounded Mentor, Exemplar Mentor, and Leader‐Mentor, while supervisor profiles included Autonomous Mentor, Reflective Mentor, Research Lab Mentor, and Confident Leader‐Mentor. Some of these are aligned, but several are not, giving insight into the phenomenon of “misaligned expectations” in postdoctoral literature.The mentorship profiles illustrate the misalignment in expectations, which leads to negative mentorship experiences for many postdoctoral scholars.
博士后培训在准备担任学术和研究领导职务的过程中占据着越来越重要的地位。本文描述了工程和计算机科学领域的导师能力信念,这些领域越来越多地参与博士后培训。本文采用嵌入式混合方法设计,利用潜在特征分析(LPA)从 n = 118 名博士后学者和 n = 165 名博士后导师的调查数据中定量识别导师能力特征。对 n = 29 名博士后学者和 n = 20 名博士后导师的访谈进行了定性主题分析,以确定定量特征之间差异的意义。LPA 与专题分析相结合,对不同的博士后导师形象定义进行了三角测量。LPA 确定了六种博士后研究员形象和四种导师形象,通过专题分析,这些形象得到了明确定义。博士后简介包括技术经理人、自主型顾问、伸展型导师、全面型导师、模范型导师和领导型导师,而导师简介包括自主型导师、反思型导师、研究实验室导师和自信型领导型导师。其中一些是一致的,但也有一些是不一致的,这让我们对博士后文献中的 "期望错位 "现象有了深入的了解。
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引用次数: 0
Exploring experiences that foster recognition in engineering across race and gender 探索促进不同种族和性别对工程学认可的经验
Pub Date : 2024-04-04 DOI: 10.1002/jee.20587
B. McIntyre, Kelsey Scalaro, Allison Godwin, Adam Kirn, Dina Verdín
Students' recognition beliefs have emerged as one of the most important components of engineering role identity development for early‐career undergraduate students. Recognition beliefs are students' perceptions of how meaningful others, such as peers, instructors, and family, see them as engineers. However, little work has investigated the experiences that facilitate recognition beliefs, particularly across the intersections of race, ethnicity, and gender. Investigation of these experiences provides ways to understand how recognition may be supported in engineering environments and how White and masculine norms in engineering can shape marginalized students' experiences.We examined how specific experiences theorized to promote recognition are related to recognition beliefs for students at the intersections of race, ethnicity, and gender. Based on self‐reported demographics, we created 10 groups, including Asian, Black, Latino and Hispanic, Indigenous, and White cisgender men and Asian, Black, Latinè/x/a/o and Hispanic, Indigenous, and White ciswomen, trans, and non‐binary individuals. This article describes the patterns within each intersectional group rather than drawing comparisons across the groups, which can perpetuate raced and gendered stereotypes.The data came from a survey distributed in Fall 2017 (n = 2316). Ten multiple regression models were used to understand the recognition experiences that influenced students' recognition beliefs by intersectional group.There is no one‐size‐fits‐all approach to developing students' recognition beliefs. For example, family members referring to the student as an engineer are positively related to recognition beliefs for Asian, Black, Latino and Hispanic, and White cisgender men. Friends seeing Asian and White marginalized gender students as an engineer is predictive of recognition beliefs. Other recognition experiences, such as receiving compliments from an engineering instructor or peer about their engineering design and contributions to the team, do not influence the recognition beliefs of these early‐career engineering students.This article emphasizes the need to draw on multiple experiences to support the equitable development of early‐career engineers across race, ethnicity, and gender, and reveals patterns for recognition that may support future scholarship on effective classroom practices for recognition.
学生的认可信念是职业生涯初期本科生工程角色认同发展的最重要组成部分之一。认可信念是学生对同伴、导师和家人等其他人将他们视为工程师的意义的看法。然而,很少有研究对促进认可信念的经历进行调查,尤其是在种族、民族和性别交叉的情况下。对这些经历的调查提供了一些方法,以了解在工程学环境中如何支持认可,以及工程学中的白人和男性规范如何塑造边缘化学生的经历。我们研究了理论上促进认可的特定经历如何与种族、民族和性别交叉学生的认可信念相关。根据自我报告的人口统计数据,我们创建了 10 个群体,包括亚裔、黑人、拉美裔和西班牙裔、土著和白人顺性别男性,以及亚裔、黑人、拉美裔/x/a/o 和西班牙裔、土著和白人顺性别女性、变性人和非二元个人。本文描述的是每个交叉群体内部的模式,而不是进行跨群体比较,因为跨群体比较会延续种族和性别刻板印象。我们使用了十个多元回归模型来了解影响学生跨群体认可信念的认可经历。培养学生的认可信念没有放之四海而皆准的方法。例如,家庭成员称学生为工程师与亚裔、黑人、拉美裔和西班牙裔以及白人顺性别男性的认可信念呈正相关。朋友将亚裔和白人边缘化性别学生视为工程师,对认可信念有预测作用。本文强调了利用多种经验来支持不同种族、族裔和性别的早期职业工程师公平发展的必要性,并揭示了认可的模式,这些模式可能会支持未来关于有效的课堂认可实践的学术研究。
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引用次数: 0
Challenge‐based learning implementation in engineering education: A systematic literature review 在工程教育中实施基于挑战的学习:系统文献综述
Pub Date : 2024-03-13 DOI: 10.1002/jee.20588
K. Doulougeri, J. Vermunt, G. Bombaerts, Michael Bots
Challenge‐based learning (CBL) is a pedagogical approach increasingly adopted in engineering education. Despite its growing practice, there is little consensus in the literature about how CBL is implemented in engineering curricula and what experiences teachers and students have in relation to it.To address this gap, the following research questions guided the study: How is CBL currently implemented in engineering education? What difficulties and lessons learned are associated with the implementation of CBL?We systematically reviewed the empirical literature published between 2010 and 2021. Forty‐eight empirical studies describing CBL implementation were analyzed using the curricular spider‐web framework.The review shows the variation in CBL implementation at the course and project levels. CBL courses and projects shared the use of open‐ended, real‐world challenges as a starting point for student learning. However, they differed in the embeddedness of a challenge in specific courses and the focus of the learning, which ranged across knowledge acquisition, knowledge application, and development of transversal skills. CBL experiences also varied in terms of challenge characteristics, such as the link with global societal challenges, stakeholders' involvement, and multidisciplinarity. Similar difficulties and lessons learned were reported by teachers and students across the different examples of CBL implementation.CBL as a pedagogical approach in engineering education can promote student engagement with complex societal challenges within a real‐world context. However, there are limitations to the review and implications of the findings for educational research and practice.
基于挑战的学习(CBL)是工程教育中越来越多采用的一种教学方法。尽管其实践越来越多,但关于 CBL 如何在工程学课程中实施以及教师和学生的相关经验,文献中几乎没有共识:目前在工程学教育中是如何实施 CBL 的?与实施 CBL 相关的困难和经验教训有哪些?我们系统地回顾了 2010 年至 2021 年间发表的实证文献。我们使用课程蛛网框架分析了 48 项描述 CBL 实施情况的实证研究。CBL 课程和项目共同使用开放式的真实世界挑战作为学生学习的起点。然而,它们在将挑战嵌入具体课程和学习重点方面有所不同,学习重点包括知识获取、知识应用和横向技能发展。CBL 经验在挑战的特点方面也各不相同,如与全球社会挑战的联系、利益相关者的参与和多学科性。在实施 CBL 的不同实例中,教师和学生都报告了类似的困难和经验教训。CBL 作为工程教育的一种教学方法,可以促进学生在真实世界背景下参与应对复杂的社会挑战。然而,这项研究的局限性以及研究结果对教育研究和实践的影响也是存在的。
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引用次数: 0
What engineering employers want: An analysis of technical and professional skills in engineering job advertisements 工程学雇主需要什么?工程学招聘广告中的技术和专业技能分析
Pub Date : 2024-02-13 DOI: 10.1002/jee.20581
G. Fleming, Michelle Klopfer, Andrew Katz, David Knight
Engineering curricula are built around faculty and accreditors' perceptions of what knowledge, skills, and abilities graduates will need in engineering careers. However, the people making these decisions may not be fully aware of what industry employers require for engineering graduates.The purpose of this study is to determine how industry employer‐sought professional and technical skills vary among engineering disciplines and levels of education.Using a large sample (n = 26,103) of mined job advertisements, we use the O*NET skills database to determine the frequencies of different professional and technical skills for biomedical, civil, chemical, electrical, environmental, and mechanical engineers with bachelor's, master's, and PhD degrees.The most frequently sought professional skill is problem‐solving; the most frequently sought technical skills across disciplines are Microsoft Office software and computer‐aided design software. Although not the most frequently requested skills, job advertisements including the Python and MATLAB programming languages paid significantly higher salaries than those without.The findings of this study have important implications for engineering program leaders and curriculum designers choosing which skills to teach students so that they are best prepared to get and excel in engineering jobs. The results also show which skills students can prioritize investing their time in so that they receive the largest financial return on their investment.
工程学课程是根据教师和认证机构对毕业生在工程学职业中需要哪些知识、技能和能 力的看法而设置的。本研究的目的是确定不同工程学科和教育水平的行业雇主对专业和技术技能的要求有何不同。通过使用大量(n = 26,103 )雷同的招聘广告样本,我们使用 O*NET 技能数据库来确定拥有学士、硕士和博士学位的生物医学、土木、化学、电气、环境和机械工程师对不同专业和技术技能的需求频率。这项研究的结果对于工程专业的领导者和课程设计者来说具有重要的意义,他们可以选择教授学生哪些技能,从而使学生做好最充分的准备,获得并胜任工程专业的工作。研究结果还表明,学生可以优先在哪些技能上投入时间,从而获得最大的经济回报。
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引用次数: 0
Achievement goal theory in STEM education: A systematic review STEM 教育中的成就目标理论:系统回顾
Pub Date : 2024-02-13 DOI: 10.1002/jee.20585
Alexander Vincent Struck Jannini, Z. Akdemir, Muhsin Menekse
Achievement goal theory is a popular motivational theory within education and psychology, with several review papers summarizing the extensive work done in these fields. Although reviews exist in these specific fields, none exists within science, technology, engineering, and mathematics (STEM) education. This is a considerable gap in our knowledge as STEM educators, especially engineering educators, where motivation is often ill‐defined.This paper highlights the findings of a systematic review of how STEM educators have used achievement goal theory within undergraduate STEM education.We followed the Preferred Reporting Items for Systematic Reviews and Meta‐Analyses (PRISMA) 2020 checklist for our search. A total of 50 studies (43 journal articles and 7 conference proceedings) were included in our review.Our review revealed five common themes: quantitative methodologies, sex, emotions, academic achievement, and culture. A majority of the papers reviewed used quantitative methods. Although there was inconclusive evidence of differences in motivational orientations based on biological sex, the most studied emotion (anxiety) was found to be inversely correlated with mastery orientations. Among the many ways to measure academic achievement, exam scores was the most popular method reported. Lastly, ethnic, institutional, and department cultures were significant factors in shaping a student's motivational orientation.Our review suggests that a motivational difference between students based on biological sex is inconclusive. We also recommend more studies that use qualitative or mixed methodologies to gain further insight into students' motivational processes and consider how cultural contexts may impact students' motivational orientations.
成就目标理论是教育学和心理学中一种流行的动机理论,有多篇评论文章总结了这些领域的大量工作。虽然在这些特定领域都有综述,但在科学、技术、工程和数学(STEM)教育领域却没有综述。作为 STEM 教育工作者,尤其是工程教育工作者,这是我们知识中的一个相当大的空白,因为在这些领域中,动机往往定义不清。本文重点介绍了对 STEM 教育工作者如何在本科 STEM 教育中使用成就目标理论进行系统性综述的结果。我们按照《系统性综述和元分析首选报告项目》(PRISMA)2020 清单进行了检索。我们的综述揭示了五个共同的主题:定量方法、性别、情感、学业成绩和文化。大部分综述论文都使用了定量方法。虽然没有确凿证据表明基于生理性别的动机取向存在差异,但研究发现,研究最多的情绪(焦虑)与掌握取向成反比。在衡量学业成绩的多种方法中,考试成绩是最常用的方法。最后,种族、机构和院系文化是影响学生动机取向的重要因素。我们还建议开展更多使用定性或混合方法的研究,以进一步深入了解学生的动机过程,并考虑文化背景如何影响学生的动机取向。
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引用次数: 0
Achievement goal theory in STEM education: A systematic review STEM 教育中的成就目标理论:系统回顾
Pub Date : 2024-02-13 DOI: 10.1002/jee.20585
Alexander Vincent Struck Jannini, Z. Akdemir, Muhsin Menekse
Achievement goal theory is a popular motivational theory within education and psychology, with several review papers summarizing the extensive work done in these fields. Although reviews exist in these specific fields, none exists within science, technology, engineering, and mathematics (STEM) education. This is a considerable gap in our knowledge as STEM educators, especially engineering educators, where motivation is often ill‐defined.This paper highlights the findings of a systematic review of how STEM educators have used achievement goal theory within undergraduate STEM education.We followed the Preferred Reporting Items for Systematic Reviews and Meta‐Analyses (PRISMA) 2020 checklist for our search. A total of 50 studies (43 journal articles and 7 conference proceedings) were included in our review.Our review revealed five common themes: quantitative methodologies, sex, emotions, academic achievement, and culture. A majority of the papers reviewed used quantitative methods. Although there was inconclusive evidence of differences in motivational orientations based on biological sex, the most studied emotion (anxiety) was found to be inversely correlated with mastery orientations. Among the many ways to measure academic achievement, exam scores was the most popular method reported. Lastly, ethnic, institutional, and department cultures were significant factors in shaping a student's motivational orientation.Our review suggests that a motivational difference between students based on biological sex is inconclusive. We also recommend more studies that use qualitative or mixed methodologies to gain further insight into students' motivational processes and consider how cultural contexts may impact students' motivational orientations.
成就目标理论是教育学和心理学中一种流行的动机理论,有多篇评论文章总结了这些领域的大量工作。虽然在这些特定领域都有综述,但在科学、技术、工程和数学(STEM)教育领域却没有综述。作为 STEM 教育工作者,尤其是工程教育工作者,这是我们知识中的一个相当大的空白,因为在这些领域中,动机往往定义不清。本文重点介绍了对 STEM 教育工作者如何在本科 STEM 教育中使用成就目标理论进行系统性综述的结果。我们按照《系统性综述和元分析首选报告项目》(PRISMA)2020 清单进行了检索。我们的综述揭示了五个共同的主题:定量方法、性别、情感、学业成绩和文化。大部分综述论文都使用了定量方法。虽然没有确凿证据表明基于生理性别的动机取向存在差异,但研究发现,研究最多的情绪(焦虑)与掌握取向成反比。在衡量学业成绩的多种方法中,考试成绩是最常用的方法。最后,种族、机构和院系文化是影响学生动机取向的重要因素。我们还建议开展更多使用定性或混合方法的研究,以进一步深入了解学生的动机过程,并考虑文化背景如何影响学生的动机取向。
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引用次数: 0
Progression from the mean: Cultivating instructors' unique trajectories of practice using educational technology 从平均水平出发:利用教育技术培养教师独特的实践轨迹
Pub Date : 2024-02-08 DOI: 10.1002/jee.20586
M. Koretsky, Susan Nolen, John Galisky, Harpreet Auby, Lorena S. Grundy
In taking up educational technology tools and student‐centered instructional practice, there is consensus that instructors consider the unique aspects of their instructional context. However, tool adoption success is often framed narrowly by numerical uptake rates or by conformity with non‐negotiable components.We pursue an alternative ecosystems framing which posits that variability among contexts is fundamental to understanding instructors' uptake of instructional tools and the ways their teaching trajectories develop over time.Through a multiple‐case study approach using interviews, usage data, surveys, and records of community meetings, we examine 12 instructors' trajectories to illustrate the dynamic uptake of a technology tool.Cross‐case analysis found that instructors' trajectories are tool‐mediated and community‐mediated. We present five cases in detail. Two foreground ways that instructors gained insight into student learning from student responses in the tool. Two illustrate the role played by the project's Community of Practice (CoP), an extra‐institutional support for deepening practice. The final case illustrates the complexity of an evolving instructional ecosystem and its role in instructors' satisfaction and continued use.Use of the educational technology tool perturbed ecosystems and supported instructors' evolving trajectories through mediation of instructor and student activity. Instructors' goals guided initial uptake, but both goals and practice were adapted using information from interactions with the tool and the CoP and changes in instructional contexts. The study confirms the need to understand the complexity of the uptake of innovations and illustrates opportunities for educators, developers, and administrators to enhance uptake and support diversity goals.
在采用教育技术工具和以学生为中心的教学实践时,人们一致认为,教师要考虑其教学环境的独特性。我们追求的是另一种生态系统框架,即不同情境下的差异性是理解教师采用教学工具及其教学轨迹随时间发展的基础。通过采用访谈、使用数据、调查和社区会议记录等多案例研究方法,我们研究了 12 位教师的教学轨迹,以说明对技术工具的动态吸收。我们详细介绍了五个案例。其中两个案例强调了指导教师从学生在工具中的回答中洞察学生学习情况的方式。两个案例说明了项目的实践社区(CoP)所发挥的作用,这是深化实践的机构外支持。最后一个案例说明了不断发展的教学生态系统的复杂性及其在教师满意度和持续使用中的作用。教育技术工具的使用扰乱了生态系统,并通过对教师和学生活动的调解支持了教师不断发展的轨迹。教员的目标引导了最初的使用,但目标和实践都根据与工具和 CoP 的互动信息以及教学情境的变化进行了调整。这项研究证实了了解创新吸收的复杂性的必要性,并为教育者、开发者和管理者提供了加强吸收和支持多样性目标的机会。
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引用次数: 0
Investigating engineering undergraduates' agentic and communal career values in writing responses 调查工科大学生在写作回复中的代理和公共职业价值观
Pub Date : 2024-02-01 DOI: 10.1002/jee.20584
Hye Rin Lee, Nayssan Safavian, Anna-Lena Dicke, J. Eccles
A perceived fit between personal values and what a career offers is critical for college students pursuing and persisting in that career.We, therefore, investigated the career values of engineering undergraduates through language in two different studies. Study 1 (N = 35) examined students' written postgraduation plans for agentic and communal career value themes. Drawing on Study 1 themes, Study 2 (N = 918) examined the association of achievement‐related and interpersonal word categories in written narratives to surveyed career values.In Study 1, inductive and deductive approaches were used to identify agentic and communal career values. In Study 2, regressions were conducted using achievement‐related and interpersonal words as outcomes.Study 1 found agentic and communal value themes. Agentic value themes included career, personal development, and financial gains. Communal value themes included helping others and being family‐oriented. Results from Study 2 showed that students' language use in the discussion of their careers was associated with surveyed career values.Although engineering students hold more agentic than communal values, they hold both career values, which may have implications for supporting students from diverse backgrounds.
因此,我们在两项不同的研究中通过语言调查了工科学生的职业价值观。因此,我们通过两项不同的研究,通过语言对工科大学生的职业价值观进行了调查。研究一(N = 35)针对代理和公共职业价值观主题,对学生的书面毕业后计划进行了调查。根据研究 1 的主题,研究 2(N = 918)考察了书面叙述中与成就相关的词类和人际关系词类与所调查的职业价值观之间的关联。在研究 2 中,以成就相关词和人际相关词为结果进行了回归分析。代理价值主题包括职业、个人发展和经济收益。公共价值主题包括帮助他人和以家庭为中心。研究 2 的结果表明,学生在讨论其职业时使用的语言与所调查的职业价值观有关。虽然工科学生持有的代理价值观多于公共价值观,但他们同时持有两种职业价值观,这可能对支持来自不同背景的学生有影响。
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引用次数: 0
Systematic review of spatial abilities and virtual reality: The role of interaction 空间能力与虚拟现实的系统回顾:互动的作用
Pub Date : 2023-12-18 DOI: 10.1002/jee.20568
Micha Gittinger, David Wiesche
The importance of spatial abilities for individuals' success in science, technology, engineering, and mathematics (STEM) domains has been well established. Researchers have also emphasized the need to train engineering students in spatial ability. Although virtual reality (VR) offers prospects for training spatial abilities, research on the design of VR training environments remains incomplete.This review aimed to reveal the link between individuals' interactions in a VR environment and their spatial abilities and provide guidance for future research and the design of training settings. We also aimed to support students by aligning their interactions with individuals' spatial abilities or by using interactive VR to foster these abilities to create more equal opportunities in the field of engineering.A systematic review of existing literature was conducted to categorize and discuss recent findings.The study found that the reviewed literature (i) mainly considered mental rotation; (ii) showed advantages for high‐spatial‐ability learners and disadvantages for low‐spatial‐ability learners when they use interactive VR; (iii) indicated training possibilities, especially for low‐spatial‐ability learners, when they use interactive VR; and (iv) showed changes in not only interaction but also visualization parameters between experimental and control groups.Interactive VR can be used to develop spatial abilities, particularly in low‐ability learners. However, it can also hinder these learners and favor high‐ability learners. Further research focusing on the interactive part of VR and the role of spatial ability is required to support design choices.
空间能力对个人在科学、技术、工程和数学(STEM)领域取得成功的重要性已得到公认。研究人员也强调了对工科学生进行空间能力培训的必要性。本综述旨在揭示个人在虚拟现实环境中的互动与其空间能力之间的联系,并为未来的研究和培训环境的设计提供指导。我们还旨在通过使学生的互动与个人空间能力相一致,或通过使用交互式 VR 来培养这些能力,从而为学生提供支持,在工程学领域创造更多平等机会。研究发现,所查阅的文献(i)主要考虑了心理旋转;(ii)显示了高空间能力学习者在使用交互式 VR 时的优势和低空间能力学习者的劣势;(iii)指出了培训的可能性,特别是低空间能力学习者在使用交互式 VR 时的可能性;以及(iv)显示了实验组和对照组之间不仅在交互方面,而且在可视化参数方面的变化。交互式 VR 可用于培养空间能力,尤其是低能力学习者的空间能力,但它也可能阻碍这些学习者,而有利于高能力学习者。需要进一步研究 VR 的互动部分和空间能力的作用,以支持设计选择。
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引用次数: 0
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Journal of Engineering Education
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