Engineering Commons^™

Identity, Critical Agency, And Engineering Majors: An Affective Model For Predicting Engineering As A Career Choice., Allison Godwin, Geoff Potvin, Zahra Hazari, Robynne Lock

School of Engineering Education Faculty Publications

Prior to college, many students do not have experience with engineering, but some ultimately choose an engineering career. Additionally, women choose engineering at lower rates than men, which results in women’s underrepresentation. The framework of critical engineering agency (CEA) is utilized to understand student attitudes and beliefs for choosing engineering. We investigate the relationships among students’ math and physics identities in high school that predict choice of engineering careers; how students’ beliefs about science and technology predict a choice of engineering careers; whether these beliefs are different by gender; and how well CEA explains students’ engineering choice. The data were …

Systematic Literature Review Of The Use Of Rich Media In Stem And Related Education, Tony A. Lowe

School of Engineering Education Graduate Student Series

The use of video in pedagogy is well established in the modern classroom with researched understanding of its benefits. Prior literature reviews provide a foundation for the impacts within a wide scope of environments and subjects. These reviews primarily have looked at students and faculty attitudes, learning outcomes, and the impact on attendance. The impact has been spread over general subject matter with little focus on the often challenging topics of STEM education. Many topics in STEM education are highly procedural, such as mathematical proofs or writing code or conducting experiments. Understanding the costs and benefits of using video to …

Quantifying The Information Habits Of High School Students Engaged In Engineering Design, Nathan Mentzer, Michael J. Fosmire

Journal of Pre-College Engineering Education Research (J-PEER)

stract This study measured the information gathering behaviors of high school students who had taken engineering design courses as they solved a design problem. The authors investigated what types of information students accessed, its quality, when it was accessed during the students’ process, and if it impacted their thinking during the activity. Students overwhelmingly relied on internet searching to acquire information, rather than printed materials available to them. The sites they found were generally popular rather than technical, and persuasive (i.e., trying to sell something) rather than informative. The high school students understood the need for information, as they sought …

Effect Of An Engineering Camp On Students’ Perceptions Of Engineering And Technology, Rebekah Hammack, Toni A. Ivey, Juliana Utley, Karen A. High

Journal of Pre-College Engineering Education Research (J-PEER)

Students’ knowledge about a profession influences their future decisions about careers. Research indicates that students tend to hold stereotypical views of engineers, which would hinder engineering as a career choice. The purpose of this study was to measure how participating in a week long engineering summer camp affected middle school students’ (N519) attitudes towards engineering and their conceptions of engineering and technology. Results indicate that participation in the programs had a positive impact on the students’ understandings of what technology is and the work engineers do. Although the results indicate a positive impact on participants, it is not clear which …

Teacher Beliefs About Motivating And Teaching Students To Carry Out Engineering Design Challenges: Some Initial Data, James P. Van Haneghan, Susan A. Pruet, Rhonda Neal-Waltman, Jessica M. Harlan

Journal of Pre-College Engineering Education Research (J-PEER)

The present study examines middle school teachers’ beliefs about seven learning outcomes related to a project that involves developing and examining the effects of a set of engineering design modules constructed for use by middle school math and science teachers. Overall, the teachers involved in the intervention appear to believe they have the instructional skills, professional development, and resources to carry out the modules. Teachers from all of the schools (both intervention and comparison schools) for the most part valued the outcomes as important. Results of the study indicate that, although teachers believe they value and can obtain most of …

Examining How International Experiences Promote Global Competency Among Engineering Graduate Students, Lauren B. Denney, Joyce B. Main, Matilde Sanchez-Pena

The Summer Undergraduate Research Fellowship (SURF) Symposium

Employers across the globe are seeking engineers that possess more “soft skills”: leadership, communication, and teamwork skills. In addition to these characteristics as well as the traditional engineering problem solving skills, engineers are required to have attributes of global competency which would help them thrive in the global workforce. A plethora of information and studies exist on undergraduate students and their global competency development. Despite these efforts, there is little information on engineering doctoral students and methods for increasing their levels of global competency. Doctoral students are at the forefront of scientific and technological innovation and discoveries, so it is …

Predictors Of Students’ Achievement In A Blended Learning Course, Xingyu Zhou, Cindy (Xin) Chen, Casey Smith, Jennifer Deboer

The Summer Undergraduate Research Fellowship (SURF) Symposium

Massive Open Online Courses (MOOCs) have been at the center of media attention and hyperbole since 2012. Physics I: Classical Mechanics was a physics course offered by an elite private university in the northeastern United States in the fall of 2014. This course was offered in a blended learning format using a MOOC platform. There were 476 students enrolled in the course, but only 266 of them completed the course. In order to better understand the behavior and academic performance of students in this course, several mathematical models were used to examine the relationship between their grades and their use …

A Developmental Model Of Research Mentoring, Renata A. Revelo, Michael Loui

School of Engineering Education Faculty Publications

We studied mentoring relationships between undergraduate and graduate students in a summer undergraduate research program, over three years. Using a grounded theory approach, we created a model of research mentoring that describes how the roles of the mentor and the student can change. Whereas previous models of research mentoring ignored student roles and treated mentor roles as static, our model focuses on the development of the mentoring relationship over time. Our model explains how conflicts can occur if the mentor role does not match the maturity level of the student.

Evidence Of Students’ Engineering Learning In An Elementary Classroom, Kristina Tank, Tamara Moore, Bunmi Babajide, Anastasia M Rynearson

School of Engineering Education Faculty Publications

Evidence of Students’ Engineering Learning in an Elementary Classroom Over the past decade there has been an increased emphasis on improving the teaching andlearning of Science, Technology, Engineering, and Mathematics (STEM) disciplines.With the publication of the Next Generation Science Standards (NGSS) in 2013, whichcall for the integration of science and engineering concepts and practices in K-12classrooms, there has also been an increased emphasis on engineering education at the K-12 level. However, given that engineering integration at the elementary level is stillrelatively recent, there is a need for research in the area of engineering education toexamine how these national documents and …

Optimizing Student Team Skill Development Using Evidence-Based Strategies—Nsf Award 1431694, Matthew Ohland, Misty Loughry, David J. Woehr, Richard Layton, Daniel Ferguson

School of Engineering Education Faculty Publications

Optimizing Student Team Skill Development using Evidence‐Based Strategies NSF Award 1431694 The broad goal of this work is to study the effectiveness of various teamwork training interventions. This research requires the use of a common model of teamwork and a system for training, collecting ratings data, and providing feedback. We will leverage the NSF’s prior investment in the CATME system, which meets the research criteria and automates some of the data collection and feedback, which will aid in executing the research protocol consistently. Seven empirical studies will determine the effect sizes of training, practice in teams, practice rating, and feedback …

The Rapid Adoption Of Smarter Teamwork Tools: The System For Management, Assessment, Research, Training, Education, And Remediation For Teamwork, Matthew Ohland, Misty Loughry, Richard Layton, David Jonathan Woehr, Daniel Ferguson

School of Engineering Education Faculty Publications

The Rapid Adoption of SMARTER Teamwork Tools: the System for Management, Assessment, Research, Training, Education, and Remediation for TeamworkThe rapid adoption of Team-Maker and the Comprehensive Assessment of Team MemberEffectiveness (CATME) tools for team formation and peer evaluation make it possible to extendtheir success to have a significant impact on the development of team skills in higher education.As of October 19, 2014, the web-based systems have been used by more than 300,000 studentsof more than 6000 faculty at more than 1100 institutions in 59 countries—the figure belowshows the growth of the user base at the end of September.This paper and …

Measuring The Effects Of Pre-College Engineering Experiences, Year 2, Noah Salzman, Matthew Ohland, Monica Cardella

School of Engineering Education Faculty Publications

Measuring the Effects of Pre-College Engineering ExperiencesThe implementation of co-curricular and extracurricular pre-college engineering programs hasexpanded dramatically in recent years. Many states now include engineering as part of theireducation standards for both students and teachers, reflecting the increasing acceptance ofengineering at the K-12 level and its potential value to students. In addition to promotingoutcomes that benefit all students regardless of career aspirations such as increased math andscience achievement and greater technological literacy, K-12 engineering programs have beenidentified as a means of recruiting and retaining potential students in engineering.The growth of pre-college engineering programs means that increasing numbers of incomingengineering students …

Engineering Pathways Of Nontraditional Students—An Update On Nsf Award 1361058, Jaqi Mcneil, Matthew Ohland, Russell Long

School of Engineering Education Faculty Publications

Engineering Pathways of Nontraditional Students—an Update on NSF Award 1361058 A large‐scale longitudinal study of nontraditional engineering students has provided descriptive information about the access, pathways, and success of nontraditional engineering students. Nontraditional students hold the potential to increase not only the number of engineering students, but also the diversity of the engineering student body. This descriptive study laid the groundwork for a larger study of nontraditional student pathways. The study of nontraditional student pathways will reveal patterns in how nontraditional students choose majors, how they migrate, and where they succeed. This study uses the Multiple‐Institution Database for Investigating Engineering …

Exploring Military Veteran Students’ Pathways In Engineering Education, Joyce Main, Catherine Brawner, Susan M. Lord, Catherine Mobley, Michelle Camacho

School of Engineering Education Faculty Publications

Military Veteran Students’ Pathways in Engineering Education (Year 1: Award# 1428646)Military veterans hold tremendous promise for expanding and diversifying the engineeringworkforce. Given the diverse backgrounds of veterans, their increasing numbers, and thegrowing national demand for engineering professionals, the timing is ideal to study theconditions under which student veterans pursue engineering education and the factors that offerthem the greatest support for success. Increasing the participation of veterans in engineeringoffers the possibility of enhancing engineering’s diversity in many needed dimensions since,compared to civilian students, veterans are more likely to be older, first-generation collegestudents, disabled, African American, or Latino. Yet, little is known …

Identifying Key Factors Of Engineering Innovativeness, Kathryn Jabloklow, Senay Purzer, Daniel Ferguson, Matthew Ohland, Jessica Menold

School of Engineering Education Faculty Publications

Identifying key factors of engineering innovativenessSignificant resources are spent nationally and locally to foster innovation, yet limited research exists onthe personal characteristics of innovators, especially those found in engineering. This three-yearcollaborative research project, currently in its second year, has led to the identification of specificattributes associated with engineering innovators, with the potential to inform a broad range of people,from engineering students to engineering educators to practicing engineers and their managers. Throughthis project, we have developed a socially constructed set of key engineering innovativenesscharacteristics based on the views of a diverse group of engineering innovation experts. We have alsodetermined which characteristics …

Informal Pathways To Engineering: Interim Findings From A Longitudinal Study, Christine Paulsen, Monica Cardella, Tamecia Jones, Marisa Wolsky

School of Engineering Education Faculty Publications

Informal Pathways to Engineering: Interim Findings This study, based on social cognitive career theory, seeks to investigate the effect of informal, out­of­school activities, as well as other factors (self­efficacy, outcome expectations, and personal interests, and intrapersonal factors) on students’ interest in engineering and decisions to engage in engineering­related activities. The study uses a longitudinal design in which children, parents, and educators (classroom teachers, school principals, and informal educators) are interviewed and surveyed over a period of three years (corresponding with the middle school years). Thirty families from Massachusetts and 30 families from Indiana were enrolled in the study in Year …

Large-Scale Research On Engineering Design In Secondary Classrooms: Big Learner Data Using Energy3d Computer-Aided Design, Senay Purzer, Robin Adams, Molly Goldstein, K. Anna Douglas

School of Engineering Education Faculty Publications

Large-scale Research on Engineering Design in Secondary Classrooms: Big Learner Data Using Energy3D Computer-Aided Design Through a five-year collaborative project, the Concord Consortium and PurdueUniversity are applying a data-intensive approach to study one of the most fundamental researchtopics in learning sciences: “How do secondary students learn and apply science concepts inengineering design processes?” We have collected more 2GB of structured data from secondaryschool students in Indiana and Massachusetts through automatic, unobtrusive logging of studentdesign processes enabled by a unique CAD tool that supports the design of energy-efficientbuildings using Earth science and physical science concepts. Data includes fine-grainedinformation of student actions, …

Identifying Sources Of Information That Students Use In Deciding Which Engineering Major To Pursue, Héctor E. Rodríguez-Simmonds, Juan D. Ortega-Alvarez, S. Zahra Atiq, Stephen R. Hoffmann

School of Engineering Education Graduate Student Series

This study explores the sources of information that first year engineering students use to decide which engineering major to pursue for their undergraduate studies. The purposes of this study are twofold: (1) to understand how students make an informed decision of which engineering major to pursue and (2) to help the First Year Engineering (FYE) program administration improve the informational resources they provide the students. This study was framed within the FYE population of a large Midwestern university and was commissioned by the FYE program.

FYE administration conducts regular student surveys for feedback and improvement purposes. We analyzed different survey …

Academic Outcomes Of Cooperative Education Participation, Nichole Ramirez, Joyce Main, Matthew Ohland

School of Engineering Education Graduate Student Series

Academic Outcomes of Cooperative Education ParticipationOutcomes and benefits of cooperative education (co-op) participation have been welldocumented; however, they have focused primarily on grade point averages (GPA) and careeroutcomes. Previous work on predictors of participation shows no significant differences bygender in the aggregate, but there are significant differences by ethnicity and major. Women inMechanical Engineering and Aerospace Engineering (especially Hispanic women) persist athigher rates than men, possibly indicating that gender becomes significant in academicoutcomes. One reason students may not participate in co-op is the perception of increased time tograduation; however, other benefits may outweigh that. This research furthers the literature byexamining …

Developing And Advancing A Cyberinfrastructure To Gain Insights Into Research Investments: An Organizing Research Framework, Ann Mckenna, Jeremi London, Aditya Johri, Mihaela Vorvoreanu, Cm@Purdue.Edu Krishna Madhavan

School of Engineering Education Faculty Publications

Developing and Advancing a Cyberinfrastructure to Gain Insights into Research Investments: An Organizing Research Framework Although the National Science Foundation (NSF) funds approximately 24% of basic research conducted in America’s colleges and universities (NSF), there is little we know about how NSF-­‐funding decisions have resulted in the current research landscape. This gap was the impetus for a project –Deep Insights Anytime, Anywhere (DIA2)— that begins to address this problem by focusing on NSF investments in undergraduate STEM education research, and how education innovations make an impact and diffuse throughout the STEM education community. The project team has designed an information …

Mathematics As A Gatekeeper To Engineering: Preliminary Findings From The Interview Data, Delean Tolbert, Monica Cardella

School of Engineering Education Graduate Student Series

Mathematics as a Gatekeeper to Engineering: Preliminary Findings from the Interview DataResearch suggests that students’ pre-college experience may support or hinder future success inengineering. The experiences that students have had with engineering may shape their perceptionof engineering curriculum at the college level. It may also cause cognitive and learningdissonance, when the ways that a student engaged with engineering activities at the pre-collegelevel do not align with the student’s experiences in the engineering classroom. At a largeMidwestern University with a unique first-year engineering program, first-year engineering andsenior mathematics, engineering, and design students were invited to participate in an openended design task. …

Characterizing And Modeling The Experience Of Transfer Students In Engineering—Progress On Nsf Award 0969474, Matthew Ohland, Clemencia M. Cosentino, Catherine E. Brawner, Catherine Mobley, Russell A. Long

School of Engineering Education Faculty Publications

Characterizing and Modeling the Experience of Transfer Students in Engineering— Progress on NSF Award 0969474Quantitative analysis of MIDFIELD databaseOur analysis used records for 94,732 undergraduate students from the Multiple-InstitutionDatabase for Investigating Engineering Longitudinal Development (MIDFIELD). MIDFIELDcomprises a census of undergraduate students who attended 11 public institutions between 1988and 2008. MIDFIELD institutions represent public universities that educate large numbers ofengineering students.From the 977,950 records available, we restricted our sample to those who (1) were domesticstudents (927,350), (2) were in the data set early enough for us to observe the possibility ofgraduation within six years (677,691), and (3) declared a major in …

Factors Associated With Student Participation In Cooperative Education Programs (Co-Ops), Joyce Main, Matthew Ohland, Nichole Ramirez, Trina L. Fletcher, Jake Davis

School of Engineering Education Faculty Publications

Factors that Influence Student Participation in Co-OpsA cooperative education program (co-op) in engineering is a partnership between an academicinstitution and an employer designed to engage students in practical engineering experiencethrough rotations of full-time employment and course study. Co-op employment providesstudents with discipline-relevant professional experience, financial support, and early entry intothe engineering labor force while serving as a recruitment tool for co-op companies. Using asequential mixed-methods approach, this research aims to identify factors that influence studentaccess to and participation in cooperative education programs.The quantitative analysis of co-op participation uses comprehensive, longitudinal academicstudent records from six partner institutions that comprise the Multiple-Institution …

Understanding Diverse Pathways: Disciplinary Trajectories Of Engineering Students: Year 3- Nsf Ree Grant 1129383, Susan M. Lord, Matthew Ohland, Richard Layton

School of Engineering Education Faculty Publications

Engineering as a whole continues to suffer from a low participation of women of all races andBlack, Hispanic, and Native American men. To diversify pathways for students to and throughengineering and to improve student success, we must first know how to measure success andprovide baseline data describing the current situation for all students. Our previous work hasshown that persistence or success varies by race and gender, and how we measure persistencematters in understanding this variation. Once women matriculate in engineering, they graduate insix-years at the same or better rates than their male counterparts of all races. This finding,however, shows considerable …

Tensions Of Integration In Professional Formation: Investigating Development Of Engineering Students' Social And Technical Perceptions, James L. Huff, Brent Jesiek, W. C. Oakes, Carla B. Zoltowski, Kavitha D. Ramane, William Graziano

School of Engineering Education Faculty Publications

Tensions of Integration in Professional Formation: Investigating Development of Engineering Students' Social and Technical PerceptionsTwenty-first century engineers face incredible challenges and opportunities, many of which aresocially complex, transcending the traditional “technical” boundaries of engineering. Thetechnology produced by engineers must not only function as predicted by mathematical andtheoretical models but must also operate beneficially and seamlessly in complex social contexts.In this sense, engineers must embody an integrated social and technical – or sociotechnical –identity rather than a dualistic social/technical one.A growing body of scholarship has discussed how dominant cultures of engineering shapestudents’ and professionals’ understandings of social and technical dimensions of …

Experiential Learning: Student Participation And Future Engagement, Twila Ortiz, Beth M. Holloway, Michael Harris, Andrea Pluckebaum, Leah H. Jamieson

School of Engineering Education Faculty Publications

Experiential Learning: Understanding our Students’ PerspectivesIn 2014, the Gallup-Purdue Index Report examined the relationship between certain collegiateexperiences and workplace engagement. It found that experiences or experiential learningopportunities such as participating in a co-op program, internship or working on projects thatdeveloped over one semester more deeply affect the level of a graduate’s workplace engagementand therefore productivity and overall well-being. While it is apparent how importantexperiential learning can be to the future success and well-being of students, it is more difficultto measure all of the activities that can be labeled as experiential learning and to define whatconstitutes a meaningful experiential learning opportunity.This …

Understanding The Communicative And Social Processes Of Engineering Ethics In Diverse Design Teams, Carla B Zoltowski, Patrice Buzzanell, William Charles Oakes, Megan Feister, David Torres

School of Engineering Education Faculty Publications

Understanding the Communicative and Social Processes of Engineering Ethics in Diverse Design Teams As engineering, and specifically engineering design, is increasingly understood to be asocial activity, engineering education’s understanding of ethics needs to reflect this developingawareness. Within engineering and design teams, engineering educators are concerned not onlywith how individual students develop ethically, but also how everyday ethical decision-makingemerges during team interactions and becomes integrated in design solutions. The everydayethics approach calls on engineering educators and students to pay closer attention to the natureof design, how values are embedded in design through micro decision-making processes, andhow these values are reintegrated into …

Writing Proficiency In Engineering Technology Students Andskill Development In The Classroom, Anne M. Lucietto, Nichiole Ramirez

School of Engineering Education Faculty Publications

Little work has been done to understand the engineering technology student. The work that has been done often incorporates engineering technology students into the larger number of engineering students. This masks information that would be helpful in guiding and working with engineering technology students. While this is important, work to further understand these students, we chose to begin by exploring the writing skills of the engineering technology student, developing on other work done in this area. The work place demands the ability to convey thoughts and concepts; however the academic environment is not consistent in the development of writing proficiency. …

How Professional Society Membership Is Affected By Returning Student Status, Anne M. Lucietto, Diane L. Peters

School of Engineering Education Faculty Publications

In recent years, several research efforts have aimed to understand the issues surrounding engineering professionals returning to the academic environment for graduate degrees in engineering. This research focuses on a variety of issues: why they return, what they hope to do afterwards, and what their experiences are in the academic environment. While those are important issues, interaction with professional societies while in the workplace and pursuing graduate work are also of concern. Many engineering professionals, both in industry and in academia, value activities with these organizations while advancing in membership levels as they advance through their careers. Advancement may be …

Math, Science, And Engineering Integration In A High School Engineering Course: A Qualitative Study, Clara G. Valtorta, Leema K. Berland

Journal of Pre-College Engineering Education Research (J-PEER)

Engineering in K-12 classrooms has been receiving expanding emphasis in the United States. The integration of science, mathematics, and engineering is a benefit and goal of K-12 engineering; however, current empirical research on the efficacy of K-12 science, mathematics, and engineering integration is limited. This study adds to this growing field, using discourse analysis techniques to examine whether and why students integrate math and science concepts into their engineering design work. The study focuses on student work during a unit from a high school engineering course. Video data were collected during the unit and were used to identify episodes of …