Using MBTI for the success assessment of engineering teams in project-based learning

Project-Based Learning (PBL) is a teaching and learning methodology that emphasizes student centered instruction by assigning projects. The students have to conduct significant projects and cope with realistic working conditions and scenarios. PBL is generally done by groups of students working together towards a common goal. Several factors play a significant role on the final success of each group. It is not only the technical aspects that have an influence on their final achievements, but also the human aspects and group dynamics. These dynamics can be studied through personality assessments, the Myers-Brigss Type Indicator (MBTI) being one of the most used and well-known methods. The MBTI is a psychometric questionnaire designed to measure psychological preferences in how people perceive the world and make decisions. Although MBTI strictly speaking just only identifies a personality type of an individual, it taps into key aspects of personality and behavior in areas such as communication, problem solving, decision making, and interpersonal relations. Several studies have also related MBTI profiles with leadership styles. The MBTI also helps in understanding group dynamics, analyzing shortcomings in an individual’s style and how the style affects the group as a whole. MBTI has been widely used in Team Building, Conflict Resolutions, Communication Skills and Understanding. The purpose of this work is to study how different combinations of student profiles could explain different group dynamics and at the same time, to predict the final success in a group. Knowing more about the personality of the team members, their leadership styles and how different personalities get along or conflict with each other can be useful information for building successful PBL groups. To this purpose, the final results of eight different student groups are analyzed, studying the influence of the MBTI profiles of their members with the group success. The final results obtained in this study suggest that the leadership style associated with the profile of the student playing the role of group coordinator and the members’ profile combinations have an influence on the group’s success.     

A scientific writing pedagogy and mixed methods assessment for engineering education using open-coding and multi-dimensional scaling

Assessments of new pedagogical practices usually rely on instructor oriented surveys and questionnaires to measure student perceptions of teaching methods; however, fixed response categories in structured questionnaires might bias results. This paper demonstrates a mixed methods approach using open and multi-dimensional scaling (MDS) for a student-oriented exploratory analysis and visualization of perceptions of teaching methods. A scientific writing and research methodology course is a required course for first year PhD students in software engineering and geo-infomatics at Wuhan University, China. PhD students attending this course came from countries whose first language is not English, and from a variety of software engineering and geo-infomatics domains. The problem therefore, was to elicit un-mediated perceptions of course assignment, reduce and generalize the resulting data for interpretation. A graphical visualization of themes emerging in student responses to two open-ended questions about an assignment provided a basis for inferring student interests and needs. In this course, an assessment of a task oriented problem-solving experience was implemented through a mixed method strategy incorporating qualitative methods, exploratory data mining techniques, and cartographic visualization. The visualization shows that participating students generally perceived the exercise as challenging, helped them understand journal requirements, and develop ways to survey texts to extract information. The results also suggested that this consensus breaks down in terms of each participant’s own goals, domain, and research interests. Unstructured questions, open coding, and MDS visualization might also prove to be helpful in the process of devising and assessing other student centered pedagogies.     

Engineering attitudes: an investigation of the effect of literature on student attitudes toward engineering

The growth of STEM career occupations is outpacing the college enrollment of STEM students in the United States. There have been many research projects investigating this issue. There has not however been a study which investigated the impact non-fiction literature has on student interest in studying STEM (specifically engineering) content. The purpose of this study was to investigate the change of student attitudes toward engineering after reading literature involving non-fiction engineering centric narratives. The study used a modified version of the PATT (Pupils Attitudes Towards Technology) called the TEAS (Technology and Engineering Attitudes Scale) to measure student attitude change. The students were high-school aged students in the United States (ages: 15–17) who were enrolled in an English Literature course. The students completed the TEAS before and after reading and studying two engineering and technology centric non-fiction books (The Boy Who Harnessed The Wind and October Sky). The data revealed that student attitude after reading and studying the two books did not statistically change.     

Sustainability awareness in engineering curriculum through a proposed teaching and assessment framework

Engineers play a vital role in enabling the sustainable development of their societies. Thus, it is necessary to teach sustainability in universities, especially for engineering students, for a more sustainable future. The present work aims to measure and enhance engineering students’ awareness of sustainability by monitoring and evaluating learning and student outcomes during the last stages of an engineering curriculum and its culminating major design experience. A questionnaire to assess students’ awareness of sustainability and its tools is implemented. From this empirical study, obstacles to the awareness of sustainability through engineering education are discussed. The analysis of the results of the questionnaire implies the modification of the structure of senior projects and other capstone design courses in order to include a proposed teaching and assessment framework. This framework emphasizes students’ ability to understand and use effective sustainability tools, within the environment of their major design experience. The framework is composed of two paths. The first path concerns course design through which sustainability concepts and methods are included in several course elements. The second path addresses the assessment of the attainment of sustainability objectives by the students.

     

Integrating innovation skills in an introductory engineering design-build course

Modern engineering curricula have started to emphasize design, mostly in the form of design-build experiences. Apart from instilling important problem-solving skills, such pedagogical frameworks address the critical social skill aspects of engineering education due to their team-based, project-based nature. However, it is required of the twenty-first century engineer to be not only technically competent and socially and culturally aware, but also innovative and entrepreneurial. This paper discusses a reformulated first-year engineering course at the University of Pretoria, which was adopted 6 years ago to better address the required innovation skills of engineering students. This design-build-innovate course employs a unique creative problem-solving strategy in designing and building solutions to set technological problems. The students further investigate the provisional patenting of their design concepts. Mini business plans are developed and the students participate in a university- and in a national innovation competition. This introductory engineering course has been successful as measured by overwhelmingly positive student feedback, several provisional patents, and a number of small start-up companies that emanated from the students’ work.     

Perspective: Ranking of the World's Top Innovation Management Scholars and Universities

This paper extends Jeffrey Thieme's article “The World's Top Innovation Management Scholars and Their Social Capital,” published in 2007 in J P I M, in which he made a ranking of the world's top innovation managements scholars. This paper makes four contributions. First, this paper includes data on innovation management from articles published in two leading innovation management journals and eight top management and marketing journals during past 20 years (1991–2010). Second, this paper classifies 1229 articles into 29 categories, revealing hot topics and future research directions. Third, this paper ranks 1718 innovation management scholars over a period of 20 years from 1991 to 2010. Fourth, this is the first time that 625 universities have been ranked in terms of their current faculty research capabilities in the field of innovation management. The empirical data from the past 20 years show that the world's top 10 innovation management scholars are: Michael Song (University of Missouri‐Kansas City), Roger J. Calantone (Michigan State University), Erik Jan Hultink (Delft University of Technology), Mark E. Parry (University of Missouri‐Kansas City), Kwaku Atuahene‐Gima (China Europe International Business School), C. Anthony Di Benedetto (Temple University), Abbie Griffin (University of Utah), William E. Souder (Retired), Barry L. Bayus (University of North Carolina at Chapel Hill), and Christoph H. Loch (INSEAD). The world's top 10 innovation management universities are: University of Missouri‐Kansas City, Massachusetts Institute of Technology, Michigan State University, INSEAD, Harvard University, University of Pennsylvania, Northeastern University, Texas A&M University, Stanford University, and Delft University of Technology.     

Differences and similarities between female students and male students that succeed within higher technical education: profiles emerge through the use of cluster analysis

This study focuses on female and male students who succeed in engineering programmes in Sweden, and why they have success. Data were collected through a questionnaire sent to all engineering students in Sweden registered for their seventh semester during year 2012 and about 30 % of the students in the cohort responded on several questions. The answers were then analysed and interpreted using Pierre Bourdieu’s theory and the concept of capital. The female-students as well as the male-students emerged as homogeneous groups, but SPSS-clustering shows differences and similarities between four female student-profiles and five male students-profiles. The female students who come to graduate as engineers have experiences and resources that seem to be fruitful: well-educated parents, positive attitudes to the engineer students’ traditions, and a positive view of the engineering profession. In addition, they value the traditional teaching with lectures and self-studies. They seem not to have been inspired by compulsory school teaching or teachers there. The male students have the same experiences and resources but there are differences. Among female students, a profile emerges which is absent among the male students and which emphasises the importance of doing good for society, people, and the environment in their future professional roles. Among male students, the student profiles which emerge include one with a primarily practical and technical capital despite the lack of a high degree of educational or scientific capital.     

The use of an online learning and teaching system for monitoring computer aided design student participation and predicting student success

In this paper we report on the use of a purpose built Computer Support Collaborative learning environment designed to support lab-based CAD teaching through the monitoring of student participation and identified predictors of success. This was carried out by analysing data from the interactive learning system and correlating student behaviour with summative learning outcomes. A total of 331 undergraduate students, from eight independent groups at the University of Surrey took part in this study. The data collected included: time spent on task, class attendance; seating location; and group association. The application of ANOVA and Pearson correlation to quantized data demonstrated that certain student behaviours enhanced their learning performance. The results indicated that student achievement was positively correlated with attendance, social stability in terms of peer grouping, and time spent on task. A negative relationship was shown in student seating distance relative to the lecturer position. Linear regression was used in the final part of this study to explore the potential for embedding predictive analytics within the system to identify students at-risk of failure. The results were encouraging. They suggest that learning analytics can be used to predict student outcomes and can ensure that timely and appropriate teaching interventions can be incorporated by tutors to improve class performance.     

Understanding attitude measurement: exploring meaning and use of the PATT short questionnaire

The pupils’ attitudes toward technology survey (PATT) has been used for 30 years and is still used by researchers. Since it was first developed, the validity of the questionnaire constructs has primarily been discussed from a statistical point of view, while few researchers have discussed the type of attitudes and interest that the questionnaire measures. The purpose of this study is to increase the knowledge about student interpretations and the meaning of their answers in the recently developed PATT short questionnaire (PATT-SQ). To research this, a mixed methods approach was used, where the qualitative data from six interviewees (students aged 14) help to explain and interpret the quantitative data from 173 respondents (students aged 12–15). The interviewed students completed a Swedish version of the PATT-SQ 3 weeks prior a semistructured interview. The results from this study imply that the PATT-SQ survey can be used mostly as it is, but this study also shows that there are some categories that require some caution when being analyzed and discussed. For example, the gender category cannot be used as intended since it does not measure what it is supposed to and it might be gender-biased. The interest category can advantageously be reduced to four items to focus on school technology, which will indicate how deep a student’s well-developed individual interest is. And the career category seems to only detect students’ who urge a career in technology, while the other students lack knowledge about what that career might be and therefore they are not interested in such a career.     

Making the Processes of Designing Explicit Within an Information Technology Environment

In this paper, technology is described as involving processes whereby resources are utilised to satisfy human needs or to take advantage of opportunities, to develop practical solutions to problems. This study, set within one type of technology context, information technology, investigated how, through a one semester undergraduate university course, elements of technological processes were made explicit to students. While it was acknowledged in the development and implementation of this course that students needed to learn technical skills, technological skills and knowledge, including design, were seen as vital also, to enable students to think about information technology from a perspective that was not confined and limited to `technology as hardware and software'. This paper describes how the course, set within a three year program of study, was aimed at helping students to develop their thinking and their knowledge about design processes in an explicit way. An interpretive research approach was used and data sources included a repertory grid `survey'; student interviews; video recordings of classroom interactions, audio recordings of lectures, observations of classroom interactions made by researchers; and artefacts which included students' journals and portfolios. The development of students' knowledge about design practices is discussed and reflections upon student knowledge development in conjunction with their learning experiences are made. Implications for ensuring explicitness of design practice within information technology contexts are presented, and the need to identify what constitutes design knowledge is argued.     

The senior high school students’ learning behavioral model of STEM in PBL

The purpose of the study was to explore a learning behavioral model of project-based learning (PBL) for senior high school students in the context of STEM (science, technology, engineering, and mathematics). Using “audio speakers” as the project theme, a series of tasks were designed to be solved using STEM knowledge via an online platform and student group discussions. A total of 84 volunteer students from a senior high school and a vocational school in Pingtung, Taiwan, were divided into 21 groups. Text analysis and questionnaire survey were administered. Data sources were the participants’ information collected via the STEM online platform and the questionnaire survey regarding STEM in PBL. The findings of the study are as follows: (1) the learning behavioral model for STEM in PBL showed a positive influence on students’ behavior in the form of cognition and behavioral intentions. In addition, cognition and behavioral intentions were positively influenced by attitude. The overall model fit was positive and could effectively explain senior high school and vocational school students’ learning behavior as related to STEM in PBL; (2) according to the results of the analysis of STEM from the online platform, students displayed a positive attitude, attained integrated conceptual and procedural knowledge, and demonstrated active behavioral intentions through STEM in PBL. In addition, the students’ creative and organized project outcomes revealed the effects of their behavior.     

Motivation for creativity in architectural design and engineering design students: implications for design education

The investigation reported here dealt with the study of motivation for creativity. The goals were to assess motivation for creativity in architectural design and engineering design students based on the Cognitive Orientation theory which defines motivation as a function of a set of belief types, themes, and groupings identified as relevant for the development of creativity. Differences between the two groups of students were expected in some of the scores of the belief types, themes, and groupings. Participants were 112 students (52 from architecture, and 60 from engineering) who were administered the questionnaire of the Cognitive Orientation of Creativity. Significant differences in numerous motivational contents were observed between the groups of students. Major characteristics of the architectural design students were an emphasis on the inner world, inner-directedness, and a development of the self, and of the engineering design students being receptive to the environment, and demanding from oneself despite potential difficulties. The findings provide insights for intervention programs targeted at improving architectural and engineering design education.     

How an integrative STEM curriculum can benefit students in engineering design practices

STEM-oriented engineering design practice has become recognized increasingly by technology education professionals in Taiwan. This study sought to examine the effectiveness of the application of an integrative STEM approach within engineering design practices in high school technology education in Taiwan. A quasi-experimental study was conducted to investigate the respective learning performance of students studying a STEM engineering module compared to students studying the technology education module. The student performances for conceptual knowledge, higher-order thinking skills and engineering design project were assessed. The data were analyzed using quantitative (t test, ANOVA, ANCOVA, correlation analysis) approaches. The findings showed that the participants in the STEM engineering module outperformed significantly the participants studying the technology education module in the areas of conceptual knowledge, higher-order thinking skills, and the design project activity. A further analysis showed that the key differences in the application of design practice between the two groups were (a) their respective problem prediction and (b) their analysis capabilities. The results supported the positive effect of the use of an integrative STEM approach in high school technology education in Taiwan.     

The technological knowledge used by technology education students in capability tasks

Since technology education is, compared to subjects such as mathematics and science, still a fairly new subject both nationally and internationally, it does not have an established subject philosophy. In the absence of an established subject philosophy for technology education, one can draw on other disciplines in the field, such as engineering and design practice, for insights into technological knowledge. The purpose of this study is to investigate the usefulness of an epistemological conceptual framework chiefly derived from engineering, to be able to describe the nature of technological knowledge, in an attempt to contribute towards the understanding of this relatively new learning area. The conceptual framework was derived mainly from Vincenti’s (What engineers know and how they know it. Johns Hopkins University Press, Baltimore, 1990) categories of knowledge based on his research into historical aeronautic engineering cases. Quantitative research was used to provide insight into the categories of knowledge used by students at the University of Pretoria during capability tasks and included an analysis of a questionnaire administered to these students. Findings suggest that the conceptual framework used here is useful in technology education and that the categories of technological knowledge apply to all the content areas, i.e. structures, systems and control, and processing, in technology education. The study recommends that researchers and educators deepen their understanding of the nature of technological knowledge by considering the categories of technological knowledge presented in the conceptual framework.     

Evaluating students with online testing modules in engineering economics: A comparision of student performance with online testing and with traditional assessments

Abstract

Engineering economics courses often require students to take time-constrained, in-class exams in which they solve problems by hand, possibly referring to interest rate tables. Many students rely on partial credit to successfully pass exams. Outside of the classroom, professionals rely on computers to solve engineering economics problems, which raises the question of whether engineering economics courses are correctly assessing student performance. This article describes the study of a large engineering economics class using a non-conventional testing method. Student performance was evaluated using online testing modules with a stringent passing criterion, and the tests could be taken multiple times. The questions for each testing attempt were pulled from a database so that students received a new question every time. We compare the performance of students who were assessed using traditional methods with the performance of students assessed with these online testing modules. Our analysis shows that, overall, students who were assessed using the online testing modules earned better grades than students who were assessed via traditional methods. The analysis also discusses several benefits and drawbacks to using online assessments compared with traditional methods. The online assessment method could be useful in large engineering courses that are formula-based.     

Connecting the STEM dots: measuring the effect of an integrated engineering design intervention

Recent publications have elevated the priority of increasing the integration of Science, Technology, Engineering, and Mathematics (STEM) content for K-12 education. The STEM education community must invest in the development of valid and reliable to scales to measure STEM content, knowledge fusion, and perceptions of the nature of STEM. This brief report discusses the development of an instrument to measure student perceptions of the interdependent nature of STEM content knowledge in the context of a complex classroom intervention implemented in five Colorado high schools (N = 275). Specifically, cross-functional science, technology, engineering, and mathematics teams of high school students were formed to complete engineering design problems. Exploratory (pretest) and confirmatory (posttest) factor analyses indicated that a newly adapted scale to measure student perceptions of the interdependent nature of STEM content knowledge had possessed adequate model fit. Furthermore, analysis revealed a novel pattern of results for the intervention. Specifically, students with initially high perceptions of the interdependent nature of STEM sustained their high perceptions at posttest; however, students with initially low perceptions exhibited statistically significantly positive gains from pretest to posttest. Therefore, this intervention may work best with students who are at risk of losing interest in STEM disciplines. The implications of these research findings are discussed.     

A learning methodology using Matlab/Simulink for undergraduate electrical engineering courses attending to learner satisfaction outcomes

Learner-centred approaches follow the prevailing tendency in modern University reforms which are primarily concerned about “how people learn”. The methodologies can be learner-centred in the sense of placing the student as the main actor of the teaching–learning process by increasing his interactivity and participation, but also considering what is relevant for the student by measuring the learner satisfaction. In order to promote both aspects, this paper proposes a synchronous software-based active methodology that makes use of the simulations to show a virtual scenario to the students and challenge them to predict and discuss the evolution of the scenario. The proposed methodology improves the visual interface, promotes discussion both among students and with the teacher in a brainstorming stage and shows real-world examples. This software-based methodology has been implemented into an Electric Machinery course at the University of Seville (Spain), and the evaluation has been carried out considering both the affective and cognitive domains. Principal components analysis proves to be useful to highlight the dimensions with a higher influence on learner satisfaction and the affective and cognitive results confirm the successful implementation of the proposal.     

Attitudes towards science, technology, engineering and mathematics (STEM) in a project-based learning (PjBL) environment

Many scholars claimed the integration of science, technology, engineering and mathematics (STEM) education is beneficial to the national economy and teachers and institutes have been working to develop integrated education programs. This study examined a project-based learning (PjBL) activity that integrated STEM using survey and interview methods. The participants were 30 freshmen with engineering related backgrounds from five institutes of technology in Taiwan. Questionnaires and semi-structured interviews were used to examine student attitudes towards STEM before and after the PjBL activity. The results of the survey showed that students’ attitudes to the subject of engineering changed significantly. Most of the students recognized the importance of STEM in the science and engineering disciplines; they mentioned in interview that the possession of professional science knowledge is useful to their future career and that technology may improve our lives and society, making the world a more convenient and efficient place. In conclusion, combining PjBL with STEM can increase effectiveness, generate meaningful learning and influence student attitudes in future career pursuit. Students are positive towards combining PjBL with STEM.     

Student response to an Internet-mediated industrial design studio course

The purpose of this study is to investigate student attitudes towards and perceptions of using the Internet and information technology to mediate a design studio course and to propose guidelines and suggestions for developing Internet-mediated design studio courses. Two classes of third-year undergraduate industrial design students in two collaborating universities in Taiwan—Chang Gung University and National Yunlin University of Science and Technology—participated in an experimental design studio course mediated with an online design learning environment. Surveys and focus group interviews were conducted at the end of the course to record students’ attitudes and perceptions. The students thought that the approach used had a positive influence on design teaching and learning and expressed acceptance of using the Internet to support design education. Finally, suggestions were proposed to help design educators in adopting, modifying, and developing systems for using the Internet to mediate design studio courses.     

Housing Regulation,Externalities and Residential Property Prices

This article examines the effects of quantity restrictions on residential property prices in the presence of neighborhood externalities. A Brigham Young University policy limiting students’ location choices provides a natural experiment for studying the externality and quantity restriction effects on property values. A flexible hedonic model is used to control for nonstudent population spatial sorting by type. The estimates show significant positive quantity restriction and student agglomeration effects on student housing prices. There are also significant differences in the negative student externality across nonstudent neighborhoods, with the quantity restriction reinforcing (offsetting) the student price premium (discount) at the boundary.