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In recent years, many countries have experienced a significant expansion of higher education enrolment. There is a particular interest among policy makers for further growth in STEM subjects, which could lead to larger classes in these fields. This study estimates the effect of class size on academic performance of university students, distinguishing between STEM and non-STEM fields. Using administrative data from a large UK higher education institution, we consider a sample of 25,000 students and a total of more than 190,000 observations, spanning seven cohorts of first-year undergraduate students across all disciplines. Our identification of the class size effects rests on within student-across course variation, thus controlling for any unobservable difference across students, albeit other forms of bias stemming from selection of elective courses may still be present. Overall, we find that larger classes are associated with significantly lower grades (effect size of −0.08). This overall effect masks considerable differences across academic fields, as we find a larger effect in STEM subjects (−0.11) than in non-STEM subjects (−0.04). We further explore the heterogeneity of the effect along the dimensions of students’ socio-economic status, ability, and gender, finding that smaller classes are particularly beneficial for students from a low socio-economic background, and within STEM fields for higher ability and male students. 相似文献
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Using data from three waves of longitudinal surveys of the 2001 freshman cohort of the Gates Millennium Scholars (GMS) program,
this study examined linkages between student engagement in college activities and early career earnings in the labor market.
The results indicated that social engagement was positively related to early career earnings of college graduates while academic
engagement was not. When considering students who majored in STEM fields versus those in non-STEM fields, results showed academic
engagement to be positively related to early career earnings for non-STEM students but slightly negatively related to earnings
in the labor market for STEM students. Social engagement was positive for graduates in the STEM fields but not significant
for non-STEM students. Altogether, results show a complex relationship between student engagement and early career earnings.
Implications for research and institutional policy are discussed. 相似文献
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Svetlana Chachashvili-Bolotin Marina Milner-Bolotin Sabina Lissitsa 《International Journal of Science Education》2016,38(3):366-390
Based on the Social Cognitive Career Theory (SCCT), the study aims to investigate factors that predict students’ interest in pursuing science, technology, engineering, and mathematics (STEM) fields in tertiary education both in general and in relation to their gender and socio-economic background. The results of the analysis of survey responses of 2458 secondary public school students in the fifth-largest Israeli city indicate that STEM learning experience positively associates with students’ interest in pursuing STEM fields in tertiary education as opposed to non-STEM fields. Moreover, studying advanced science courses at the secondary school level decreases (but does not eliminate) the gender gap and eliminates the effect of family background on students’ interest in pursuing STEM fields in the future. Findings regarding outcome expectations and self-efficacy beliefs only partially support the SCCT model. Outcome expectations and self-efficacy beliefs positively correlate with students’ entering tertiary education but did not differentiate between their interests in the fields of study. 相似文献
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Burkhard Priemer Katja Eilerts Andreas Filler Niels Pinkwart Bettina Rösken-Winter Rüdiger Tiemann 《Research in Science & Technological Education》2020,38(1):105-130
ABSTRACTBackground: Recent developments in STEM and computer science education put a strong emphasis on twenty-first-century skills, such as solving authentic problems. These skills typically transcend single disciplines. Thus, problem-solving must be seen as a multidisciplinary challenge, and the corresponding practices and processes need to be described using an integrated framework.Purpose: We present a fine-grained, integrated, and interdisciplinary framework of problem-solving for education in STEM and computer science by cumulatively including ways of problem-solving from all of these domains. Thus, the framework serves as a tool box with a variety of options that are described by steps and processes for students to choose from. The framework can be used to develop competences in problem-solving.Sources of evidence: The framework was developed on the basis of a literature review. We included all prominent ways of domain-specific problem-solving in STEM and computer science, consisting mainly of empirically orientated approaches, such as inquiry in science, and solely theory-orientated approaches, such as proofs in mathematics.Main argument: Since there is an increasing demand for integrated STEM and computer science education when working on natural phenomena and authentic problems, a problem-solving framework exclusively covering the natural sciences or other single domains falls short.Conclusions: Our framework can support both practice and research by providing a common background that relates the ways, steps, processes, and activities of problem-solving in the different domains to one single common reference. In doing so, it can support teachers in explaining the multiple ways in which science problems can be solved and in constructing problems that reflect these numerous ways. STEM and computer science educational research can use the framework to develop competences of problem-solving at a fine-grained level, to construct corresponding assessment tools, and to investigate under what conditions learning progressions can be achieved. 相似文献
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This paper examines the impact of stricter high school math requirements on the likelihood of completing a degree in STEM fields. Exploiting cross-state variation in the timing of math reforms, I find that stricter math curriculum requirements significantly increased the proportion of the college-educated population earning a STEM degree. Within STEM, the increases in degree completion are concentrated in math and science while there is little discernible impact in technology and engineering. Further analysis suggests that high school graduation, college attendance, and overall degree completion are largely unaffected by the implementation of math reforms. Instead, stricter math curriculum requirements appear to have shifted some students away from non-STEM fields into STEM fields. 相似文献
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Hyewon Jang 《Journal of Science Education and Technology》2016,25(2):284-301
Gaps between science, technology, engineering, and mathematics (STEM) education and required workplace skills have been identified in industry, academia, and government. Educators acknowledge the need to reform STEM education to better prepare students for their future careers. We pursue this growing interest in the skills needed for STEM disciplines and ask whether frameworks for 21st century skills and engineering education cover all of important STEM competencies. In this study, we identify important STEM competencies and evaluate the relevance of current frameworks applied in education using the standardized job-specific database operated and maintained by the US Department of Labor. Our analysis of the importance of 109 skills, types of knowledge and work activities, revealed 18 skills, seven categories of knowledge, and 27 work activities important for STEM workers. We investigate the perspectives of STEM and non-STEM job incumbents, comparing the importance of each skill, knowledge, and work activity for the two groups. We aimed to condense dimensions of the 52 key areas by categorizing them according to the Katz and Kahn (1978) framework and testing for inter-rater reliability. Our findings show frameworks for 21st century skills and engineering education do not encompass all important STEM competencies. Implications for STEM education programs are discussed, including how they can bridge gaps between education and important workplace competencies. 相似文献
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This paper is a caution to the overemphasis on STEM in schools. Human talents and interests are extremely diverse for all sorts of reasons (nature via nurture). However, not all talents and skills have equal utility value in all societies. Thus, societies tend to suppress some and support others (via education or social policies). STEM represents the U.S. policy to support a narrow set of skills and talents/interests and suppress non-STEM skills. As the human society enters a different time, we have witnessed the rising value of other talents/skills. This paper brings evidence to show how traditionally undervalued talents/interests (arts, music, entertainment, global competency—translators/interpreters, interpersonal/intrapersonal, etc.) have gained value as human beings acquire more disposal income and leisure time to be able to consume psychological and spiritual products. The paper also discusses the potential danger of an excessive focus on STEM in education.
相似文献10.
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STEM教育的发展为创新型人才的培养提供了一条可行之路,而深入研究STEM素养的内涵及结构是当前推进STEM教育的关键所在。为此,文章首先通过分析现有研究明确STEM素养的内涵,再通过对国内外有关STEM素养构成要素的政策文件的梳理总结论述STEM素养的构成。在此基础上,从知能、情意、价值三个维度系统分析STEM素养的结构,提出STEM素养结构金字塔模型,将知能维度的STEM素养分为STEM学科基础知能、STEM学科核心素养、STEM共同核心素养三层内容。STEM学科基础知能层指数学、科学、技术、工程、计算机等具体学科或领域中的基本知识、基本技能、基本方法等;STEM学科核心素养层指解决STEM相关学科或多学科交叉融合领域复杂性问题所应具备的关键能力;STEM共同核心素养层指解决超越具体学科或工作领域的真实世界复杂性问题的综合能力。最后细化各个层次中STEM素养的构成要素和内容,以求为STEM教育的开展打好基础,明确方向。 相似文献
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As the United States population approaches a minority majority, the need to address educational inequities is intensified, especially for Latin@ students who are among the fastest growing ethnic minority group across the United States and at four-year colleges and universities. Concerns for educational equity also demand broadening participation of domestic under-represented groups in science, technology, engineering, and mathematics (STEM) fields. Informed by student-level data from six large, public, doctoral-granting, research-intensive universities located in the Midwest and Mid-Atlantic regions, we examine differences in STEM degree attainment among Latin@s at the intersections of race/ethnicity, gender, and socioeconomic status. The results support the need to target STEM intervention efforts to Latin@s by gender. 相似文献
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Research in Higher Education - Grading standards in college vary substantially across fields, especially among STEM fields that tend to give lower grades than non-STEM fields. Prior research has... 相似文献
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Peggy Doerschuk Cristian Bahrim Jennifer Daniel Joseph Kruger Judith Mann Cristopher Martin 《Journal of Science Education and Technology》2016,25(4):682-695
There is a growing demand for degreed science, technology, engineering and mathematics (STEM) professionals, but the production of degreed STEM students is not keeping pace. Problems exist at every juncture along the pipeline. Too few students choose to major in STEM disciplines. Many of those who do major in STEM drop out or change majors. Females and minorities remain underrepresented in STEM. The success rate of college students who are from low-income background or first-generation students is much lower than that of students who do not face such challenges. Some of those who successfully complete their degree need help in making the transition to the workforce after graduation. A program at Lamar University takes a multidisciplinary approach to addressing these problems. It is designed to recruit, retain and transition undergraduates to careers in STEM, focusing its efforts on five science disciplines and on these “at-risk” students. The program was supported by a 5-year grant from the National Science Foundation and is supported through August 31, 2016 by Lamar University and a grant from ExxonMobil. A formal assessment plan documents the program’s success. The program received an award from the Texas Higher Education Board for its contributions towards Closing the Gaps in Higher Education in Texas. This paper describes the program’s theoretical framework, research questions, methods, evaluation plan, and instruments. It presents an analysis of the results achieved using these methods and implications for improvements to the program resulting from lessons learned. 相似文献
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为了更好促进美国STEM教育改革,美国出台了《STEM2026:STEM教育创新愿景》。该报告提出:STEM教育要从娃娃抓起;STEM教育要丰富生源,让更多弱势群体接受优质STEM教育;STEM教育要从校内走向校外,构建校内外一体化的STEM教育环境;STEM课程要注重学科的交叉整合,不仅要实现科学、技术、工程和数学之间的融合,还要重视STEM与其他学科的融合;STEM教学要融入游戏且具有风险性,让学生在探究中感知STEM教育的魅力,且养成不畏险阻的科学精神;STEM考评方式要多样且能促进学生更好地学习,为此考评方式要创新且具操作性。 相似文献
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While the importance of Science, Technology, Engineering, and Mathematics (STEM) education to address complex world problems, such as global warming, disease, and an increasingly interdependent world economy has led to many educational reform efforts in recent years, other content areas, such as social studies, have unnecessarily become marginalized. As STEM is not a standalone subject area, it serves as a tool to facilitate the learning of a variety of topics and is best served when integrated into all content areas, establishing a collaborative, rather than competitive, culture of content throughout the academic environment. To date, though, this integrated culture has not been realized. 相似文献
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Navigating the current STEM agendas and debates is complex and challenging. Perspectives on the nature of STEM education and how it should be implemented without losing discipline integrity, approaches to incorporating the arts (STEAM) and how equity in access to STEM education can be increased are just a few of the many issues faced by researchers and educators. There are no straightforward answers. Opinions on how STEM education should be advanced vary across school contexts, curricula and political arenas. This position paper addresses five core issues: (a) perspectives on STEM education, (b) approaches to STEM integration, (c) STEM discipline representation, (d) equity in access to STEM education and (e) extending STEM to STEAM. A number of pedagogical affordances inherent in integrated STEM activities are examined, with the integration of modelling and engineering design presented as an example of how such learning affordances can be capitalized on. 相似文献
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Reynante Brandon M. Selbach-Allen Megan E. Pimentel Daniel R. 《Science & Education》2020,29(4):785-803
Growing interest in integrated science, technology, engineering, and mathematics (iSTEM) education has been promoted as one way to increase innovation capacity, support future employment, and enhance learning outcomes in K-12 education throughout the USA. Existing efforts to construct iSTEM curricula have largely focused on finding points of integration among commonly shared disciplinary practices, but these efforts have not explicitly accounted for the distinct epistemologies of the disciplines. In this study, we critically examined the concept of iSTEM by conducting a thematic analysis of K-12 STEM learning standards documents to identify cross-cutting themes among the practices of the various disciplines. We then analyzed these themes using disciplinary epistemologies in order to highlight some promises and perils of an integrated approach to STEM education. We identified eight cross-cutting themes: communicating, investigating, modeling, using tools, working with data, making sense of problems or phenomena, solving problems, and evaluating ideas or solutions. Through our analysis of practices and epistemologies, we discuss the promises of iSTEM, including fewer learning standards, enhanced epistemic fluency, increased diversity and inclusion in STEM, and opportunities to challenge settled and siloed disciplinary knowledge. We also discuss potential perils, which consist of conflation and/or exclusion of various STEM practices and epistemologies. We urge continued examination of iSTEM with an eye toward the epistemic implications.
相似文献19.
Bayer Corporation 《Journal of Science Education and Technology》2014,23(5):617-623
A major debate is currently underway in the USA about whether there is, in fact, a science, technology, engineering and mathematics (STEM) workforce shortage in the country or not. This is the subject of the Bayer Facts of Science Education XVI: US STEM Workforce Shortage—Myth or Reality? Fortune 1000 Talent Recruiters on the Debate. An ongoing public opinion research project commissioned by Bayer Corporation, the Bayer Facts surveys examine US STEM education, diversity and workforce issues. The 16th in the series, the newest survey asks talent recruiters at some of the country’s largest employers—those included in the Fortune 1000—to weigh in on current and future demand for new hires with 2- and 4-year STEM degrees. As professionals responsible for scouting, recruiting and hiring talent at Fortune 1000 companies, both STEM and non-STEM alike, these individuals are on the frontlines, tasked with assessing and filling their companies’ workforce needs. The survey asks the recruiters whether new hires with 2- and 4-year STEM degrees are as, more or less in demand than their peers without STEM degrees? Are more new STEM jobs being created at their companies than non-STEM jobs? Can they find adequate numbers of qualified candidates in a timely manner and how fierce is the competition for STEM degree holders? To answer these and other questions, the survey polled 150 talent recruiters at Fortune 1000 companies, both STEM and non-STEM alike. The survey also asks the recruiters about diversion in STEM, workforce diversity in the pipeline, the role of community colleges in developing the STEM pipeline and the desired skills and competencies of new hires. 相似文献
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Christopher Ball Kuo-Ting Huang Shelia R. Cotten R.V. Rikard 《Journal of Science Education and Technology》2017,26(4):372-382
Over the past decade, there has been a strong national push to increase minority students’ positive attitudes towards STEM-related careers. However, despite this focus, minority students have remained underrepresented in these fields. Some researchers have directed their attention towards improving the STEM pipeline which carries students through our educational system and into STEM careers. Previous research has shown that expectancy-value theory (EVT) is useful for examining the short-term as well as long-term academic motivations and intentions of elementary age minority students. These findings provide insights into ways we may be able to potentially “patch” particular STEM pipeline leaks. In the current study, we advance this research by using EVT as a framework to examine the STEM attitudes of young students directly. We hypothesize that students’ academic-related expectancies for success and subjective task values will be associated with an increase in STEM attitudes. Data for this study was gathered over the course of a large-scale computing intervention which sought to increase students’ STEM interest. This computing intervention took place in an urban elementary school district located within the southeastern USA. Results from this study indicate that both intrinsic values and utility values predict students’ STEM attitudes but they influence attitudes related to the various dimensions of STEM differently. These findings demonstrate that EVT provides a useful framework, which can be integrated into future computing interventions, to help encourage positive STEM attitudes in young children, thus increasing the internal pressure (or flow) within the STEM pipeline. 相似文献