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"Engineering Study and teaching (Graduate)"
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A Data-Based Assessment of Research-Doctorate Programs in the United States
Doctoral education, a key component of higher education in the United States, is performing well. It educates future professors, researchers, innovators, and entrepreneurs. It attracts students and scholars from all over the world and is being emulated globally. This success, however, should not engender complacency.
A Data-Based Assessment of Research-Doctorate Programs in the United States provides an unparalleled dataset that can be used to assess the quality and effectiveness of doctoral programs based on measures important to faculty, students, administrators, funders, and other stakeholders. This report features analysis of selected findings across six broad fields: agricultural sciences, biological and health sciences, engineering, physical and mathematical sciences, social and behavioral sciences, and humanities, as well as a discussion of trends in doctoral education since the last assessment in 1995, and suggested uses of the data. It also includes a detailed explanation of the methodology used to collect data and calculate ranges of illustrative rankings.
eBook
Enhancing the Postdoctoral Experience for Scientists and Engineers
The concept of postdoctoral training came to science and engineering about a century ago.Since the 1960s, the performance of research in the United States has increasingly relied on these recent PhDs who work on a full-time, but on a temporary basis, to gain additional research experience in preparation for a professional research career.
eBook
Structure and belonging: Pathways to success for underrepresented minority and women PhD students in STEM fields
The advancement of underrepresented minority and women PhD students to elite postdoctoral and faculty positions in the STEM fields continues to lag that of majority males, despite decades of efforts to mitigate bias and increase opportunities for students from diverse backgrounds. In 2015, the National Science Foundation Alliance for Graduate Education and the Professoriate (NSF AGEP) California Alliance (Berkeley, Caltech, Stanford, UCLA) conducted a wide-ranging survey of graduate students across the mathematical, physical, engineering, and computer sciences in order to identify levers to improve the success of PhD students, and, in time, improve diversity in STEM leadership positions, especially the professoriate. The survey data were interpreted via path analysis, a method that identifies significant relationships, both direct and indirect, among various factors and outcomes of interest. We investigated two important outcomes: publication rates, which largely determine a new PhD student's competitiveness in the academic marketplace, and subjective well-being. Women and minority students who perceived that they were well-prepared for their graduate courses and accepted by their colleagues (faculty and fellow students), and who experienced well-articulated and structured PhD programs, were most likely to publish at rates comparable to their male majority peers. Women PhD students experienced significantly higher levels of distress than their male peers, both majority and minority, while both women and minority student distress levels were mitigated by clearly-articulated expectations, perceiving that they were well-prepared for graduate level courses, and feeling accepted by their colleagues. It is unclear whether higher levels of distress in women students is related directly to their experiences in their STEM PhD programs. The findings suggest that mitigating factors that negatively affect diversity should not, in principle, require the investment of large resources, but rather requires attention to the local culture and structure of individual STEM PhD programs.
Journal Article
Incorporating sustainability in engineering curriculum: a study of the Australian universities
Purpose
Literature limited in scope regarding the incorporation of sustainability into engineering curriculum encouraged authors to look at the current approaches of universities to the integration of sustainability into university curricula. The purpose of this study is to evaluate the literature published and analyse the university secondary data (information published on the university websites and magazines and programme catalogues) to understand the current status of Australian universities regarding the integration of sustainability in engineering.
Design/methodology/approach
Articles and reports from different trustworthy sources have been analysed in this study. A text mining methodology was used to gather information from websites, magazines and programme catalogues.
Findings
Obtained information and data indicate that the universities are considering sustainability seriously with both internal and external stakeholders of universities working towards embedding sustainability in engineering curricula. Most of the Australian universities have successfully implemented sustainable engineering education and the rest are focussing on integrating sustainability into their engineering education curriculum.
Originality/value
This is the first review, which focusses on incorporating sustainability into the engineering education of Australian universities. However, considering current progress and also some drawbacks of the universities regarding the integration of sustainability into engineering curriculum, 15 future research questions have been developed, which should be considered to make the integration process more efficient and equip engineers who would be able to engage and tackle the environmental, personal, social and economic challenges of the twenty-first century.
Journal Article
Ten simple rules for getting started with statistics in graduate school
[...]although the primary audience for the rules we provide are new graduate students, we note that the principles we raise are broadly applicable to researchers in a wide range of disciplines. [...]it is still important to have a thorough understanding of the background literature and the research question(s) that motivated data collection. [...]rather than assuming that such an “inherited” study lacks room for improvement, we recommend that students critically examine the choices made in data collection, understand their strengths and weaknesses, and independently assess whether the resulting data are sufficient to address the research question(s) being examined. Units in the treatment group are subjected to an experimental manipulation, whereas those in the control group are not, and the average response across experimental units in the 2 groups is then compared. Because other factors are held constant, differences detected in the treatment group relative to the control group can be attributed to the experimental manipulation. [...]the reasonable scope of inference for a research project is typically constrained by the realities of data collection. [...]defining the scope of inference for a study involves thinking carefully about the chosen sampling approach, potential sources of bias, and acknowledging how they limit the generalizability of a study.
Journal Article
An analysis of the effectiveness of reflective learning through watching videos recorded with smart glasses—With multiple views (student, patient, and overall) in radiography education
The Objective Structured Clinical Examination (OSCE) is designed to assess medical students’ skills and attitude competencies before clinical practice. However, no method of reflective learning using video-based content has been used in OSCE education. This study aimed to confirm whether using smart glasses-based educational content is effective for OSCE reflective learning using multiple views (patient, student, and overall). This educational intervention study included a control group exposed to the traditional learning method and an intervention group exposed to a learning method incorporating smart glasses. Participants were 117 (72 in the control group and 45 in the intervention group) third-year radiological technology students scheduled to take the OSCE and 70 (37 in the control group and 33 in the intervention group) who met the eligibility criteria. Mock OSCEs were administered before and after the educational intervention (traditional and smart glasses-based education) to investigate changes in scores. After the educational intervention, a self-reported comprehension survey and a questionnaire were administered on the effectiveness of the video-based content from different views for student reflective learning. Unexpectedly, the OSCE evaluation score after the preliminary investigation significantly increased for the smart glasses control group (0.36±0.1) compared to the intervention group (0.06±0.1) setting up the radiographic conditions (x-ray center and detector center; p = 0.042). The intervention group’s lower score in the mock OSCEs may have been due to the discomfort of wearing the smart glasses to perform the radiography procedure and their unfamiliarity with the smart glasses, which may have affected their concentration. The findings suggest that smart glasses-based education for OSCEs can be improved (e.g., being easy to handle and use and trouble-free).
Journal Article
The Development and Teaching of the Postgraduate Course “Engineering System Modeling and Simulation” in Combination with Essentials Taken from Research Projects
This teaching research paper presents a novel idea that combines fundamental scientific problems in practical engineering with the construction of the “Engineering System Modeling and Simulation” course. A large amount of mathematical modeling, numerical simulation, 3D entity modeling, finite element simulation, and analysis used to obtain the research results of our scientific research projects is fed back and integrated into the teaching content of the Engineering System Modeling and Simulation course. The content system of this course is based on the Harbin Institute of Technology (HIT) aerospace engineering course and embodies the values and characteristics of HIT. It is constructed to meet the requirements of the “Ten Special Actions to Accelerate the Training of High-level Talented Person” focused on by the Ministry of Education and the Academic Degree Committee of the State Council. The research results and implementation of the current work are expected to produce pedagogical benefits for the training of postgraduate students in mechanical engineering and promote the understanding and mastery of basic and professional knowledge. At the same time, this course can also enhance students’ research ability, engineering ability, thinking ability, and innovative consciousness.
Journal Article
Gender and cultural bias in student evaluations: Why representation matters
Gendered and racial inequalities persist in even the most progressive of workplaces. There is increasing evidence to suggest that all aspects of employment, from hiring to performance evaluation to promotion, are affected by gender and cultural background. In higher education, bias in performance evaluation has been posited as one of the reasons why few women make it to the upper echelons of the academic hierarchy. With unprecedented access to institution-wide student survey data from a large public university in Australia, we investigated the role of conscious or unconscious bias in terms of gender and cultural background. We found potential bias against women and teachers with non-English speaking backgrounds. Our findings suggest that bias may decrease with better representation of minority groups in the university workforce. Our findings have implications for society beyond the academy, as over 40% of the Australian population now go to university, and graduates may carry these biases with them into the workforce.
Journal Article