Why They Leave: Understanding Student Attrition from Engineering Majors

A large number of students leave engineering majors prior to graduation despite efforts to increase retention rates. To improveretention rates in engineering programs, the reasons why students leave engineering must be determined. In this paper, we reviewthe literature on attrition from engineering programs to identify the breadth of factors that contribute to students’ decisions toleave. Fifty studies on student attrition from engineering programs were included in the primary part of this literature review. Inthe second half of the work, an additional twenty-five studies that focused on methods of increasing student retention, wereexamined. Six broad factors driving students to leave engineering were identified by examining the attrition literature: classroomand academic climate, grades and conceptual understanding, self-efficacy and self-confidence, high school preparation, interest andcareer goals, and race and gender. Evidence from the retention studies suggests that successful efforts to increase retention act onone or more of these factors. A clear gap in the literature is that of economics: the costs associated with losing students, and thecosts associated with implementing retention strategies, are virtually unmentioned.

[1]  M. L. Smith,et al.  Meta-analysis of psychotherapy outcome studies. , 1977, The American psychologist.

[2]  Rose M. Marra,et al.  Leaving Engineering: A Multi‐Year Single Institution Study , 2012 .

[3]  Angela C. Johnson,et al.  Unintended consequences: How science professors discourage women of color , 2007 .

[4]  Susan Haag,et al.  Engineering undergraduate attrition and contributing factors , 2007 .

[5]  Reginald S. Lee,et al.  Science, Technology, Engineering, and Mathematics (STEM) Pathways: High School Science and Math Coursework and Postsecondary Degree Attainment , 2007 .

[6]  M. Ohland,et al.  The Impact of a Discipline‐Based Introduction to Engineering Course on Improving Retention , 1998 .

[7]  Judith S. Berson,et al.  Doing Well by Doing Good: A Study of the Effects of a Service-Learning Experience on Student Success. ASHE Annual Meeting Paper. , 1998 .

[8]  Margaret M. Nauta,et al.  Perceived causes of success and failure: Are women's attributions related to persistence in engineering majors? , 1999 .

[9]  Shane Brown,et al.  The impact of an in-class peer tutoring program on student social capital , 2009, 2009 39th IEEE Frontiers in Education Conference.

[10]  Radhika Suresh,et al.  The Relationship between Barrier Courses and Persistence in Engineering , 2006 .

[11]  Matthew W. Ohland,et al.  Race, Gender, and Measures of Success in Engineering Education , 2011 .

[12]  R. Felder,et al.  The Effects of Personality Type on Engineering Student Performance and Attitudes , 2002 .

[13]  E. Kokkelenberg,et al.  Who succeeds in STEM studies? An analysis of Binghamton University undergraduate students , 2010 .

[14]  John Jonides,et al.  Undergraduate Student-Faculty Research Partnerships Affect Studen Retention , 1998 .

[15]  Carol L. Colbeck,et al.  Teaching for Professional Competence: Instructional Practices That Promote Development of Group, Problem-Solving, and Design Skills. ASHE Annual Meeting Paper. , 1998 .

[16]  Will Tyson,et al.  Modeling Engineering Degree Attainment Using High School and College Physics and Calculus Coursetaking and Achievement , 2011 .

[17]  Amanda L. Griffith,et al.  Persistence of Women and Minorities in STEM Field Majors: Is it the School That Matters? , 2010 .

[18]  Matthew W. Ohland,et al.  Identifying Factors Influencing Engineering Student Graduation: A Longitudinal and Cross‐Institutional Study , 2004 .

[19]  C. Vogt,et al.  Faculty as a Critical Juncture in Student Retention and Performance in Engineering Programs , 2008 .

[20]  R. Felder,et al.  Learning and Teaching Styles in Engineering Education. , 1988 .

[21]  Carol L. Colbeck,et al.  Racial and Ethnic Diversity in the Classroom , 2001 .

[22]  Michael W. Matier,et al.  Choosing and leaving science in highly selective institutions , 1994 .

[23]  George E. DeBoer,et al.  Factors related to the decision of men and women to continue taking science courses in college , 1984 .

[24]  Natasha Christina Lagoudas,et al.  Women in engineering at the undergraduate level , 2009 .

[25]  Jerilee Grandy,et al.  Persistence in Science of High-Ability Minority Students: Results of a Longitudinal Study , 1998 .

[26]  Jill Tiefenthaler,et al.  The role of grade sensitivity in explaining the gender imbalance in undergraduate economics , 2008 .

[27]  Julie Gess-Newsome,et al.  Adjusting Educational Practice to Increase Female Persistence in the Sciences , 2000 .

[28]  Jeffrey E. Froyd,et al.  First‐Year Integrated Curricula: Design Alternatives and Examples * , 1999 .

[29]  G. Huang,et al.  Entry and Persistence of Women and Minorities in College Science and Engineering Education. , 2000 .

[30]  Rose M. Marra,et al.  Those That Leave — Assessing Why Students Leave Engineering , 2007 .

[31]  Robert W. Lent,et al.  Relation of Contextual Supports and Barriers to Choice Behavior in Engineering Majors: Test of Alternative Social Cognitive Models. , 2003 .

[32]  S. Spencer,et al.  Stereotype Threat and Women's Performance in Engineering , 2003 .

[33]  Michael J. Prince,et al.  Does Active Learning Work? A Review of the Research , 2004 .

[34]  W. Marsden I and J , 2012 .

[35]  Matthew Ohland,et al.  Identifying Factors Influencing Engineering Student Graduation and Retention: A Longitudinal and Cross-Institutional Study , .

[36]  B. Bloom The 2 Sigma Problem: The Search for Methods of Group Instruction as Effective as One-to-One Tutoring , 1984 .

[37]  B. French,et al.  An Examination of Indicators of Engineering Students' Success and Persistence , 2005 .

[38]  Michelle Melton,et al.  What's It Worth? The Economic Value of College Majors. , 2011 .

[39]  J. Froyd,et al.  Integrated Engineering Curricula , 2005 .

[40]  Jacquelyn F. Sullivan,et al.  Improving Engineering Student Retention through Hands-On, Team Based, First-Year Design Projects , 2007 .

[41]  Raymond P. Perry,et al.  Enhancing academic achievement in college students through attributional retraining and instruction. , 1990 .

[42]  Stephen R. Porter,et al.  Understanding How First-year Seminars Affect Persistence , 2006 .

[43]  Reed Stevens,et al.  Becoming an Engineer: Toward a Three Dimensional View of Engineering Learning , 2008 .

[44]  Roger D. Augustine PERSISTENCE AND ATTRITION OF ENGINEERING STUDENTS, A STUDY OF FRESHMAN AND SOPHOMORE ENGINEERING STUDENTS AT THREE MIDWESTERN UNIVERSITIES. , 1966 .

[45]  Thomas J. Webster,et al.  Supplemental Instruction Integrated Into an Introductory Engineering Course * , 1998 .

[46]  Brent Bridgeman,et al.  The Relationship of Essay and Multiple-Choice Scores with Grades in College Courses. , 1994 .

[47]  D. G. Woolston,et al.  Same problem, different solutions: attempts at improving retention in engineering at a research vs. a teaching university , 1995, Proceedings Frontiers in Education 1995 25th Annual Conference. Engineering Education for the 21st Century.

[48]  Laurie A. Mcdade Knowing the “Right Stuff”: Attrition, Gender, and Scientific Literacy , 1988 .

[49]  Judith S. Berson,et al.  Doing Well by Doing Good: A Study of the Effects of a Service-Learning Experience on Student Success , 1998 .

[50]  R. Felder,et al.  A Longitudinal Study of Engineering Student Performance and Retention. III. Gender Differences in Student Performance and Attitudes , 1995 .

[51]  Gerald Halpin,et al.  Retaining Black Students in Engineering: Do Minority Programs Have a Longitudinal Impact? , 2002, Minority Student Retention.

[52]  Richard M. Felder,et al.  A Longitudinal Study of Engineering Student Performance and Retention. V. Comparisons with Traditionally‐Taught Students , 1998 .

[53]  James Levin,et al.  Identification of Student Characteristics That Predict Persistence and Success in an Engineering College at the End of the Sophomore Year: Informing the Practice of Academic Advising. , 1990 .

[54]  Peter A. Daempfle An Analysis of the High Attrition Rates among First Year College Science, Math, and Engineering Majors , 2003 .

[55]  Aaas News,et al.  Book Reviews , 1893, Buffalo Medical and Surgical Journal.

[56]  Dawn G. Williams,et al.  Why Students Leave Engineering: The Unexpected Bond , 2006 .

[57]  Cheryl Lynn Moller-Wong,et al.  An Engineering Student Retention Study , 1997 .

[58]  Xianglei Chen,et al.  Students Who Study Science, Technology, Engineering, and Mathematics (STEM) in Postsecondary Education. Stats in Brief. NCES 2009-161. , 2009 .

[59]  Margaret M. Nauta,et al.  Women's Career Development: Can Theoretically Derived Variables Predict Persistence in Engineering Majors?. , 1997 .

[60]  Kelly Reid,et al.  An Analysis of the Effects of Self-Esteem, Social Support, and Participation in Student Support Services on Students' Adjustment and Commitment to College , 2003 .

[61]  Michael C. Loui,et al.  Work in progress — Why many smart women leave engineering: A preliminary study of how engineering students form career goals , 2010, 2010 IEEE Frontiers in Education Conference (FIE).

[62]  Robert Freeland,et al.  Retention in Engineering: A Study of Freshman Cohorts , 1992 .

[63]  Laura M. Stough,et al.  Factors Influencing the Persistence of Ethnic Minority Students Enrolled in a College Engineering Program. , 1992 .

[64]  Clifford Adelman,et al.  Women and men of the engineering path: A model for analyses of undergraduate careers , 1998 .

[65]  Cynthia J. Atman,et al.  Characteristics of Freshman Engineering Students: Models for Determining Student Attrition in Engineering , 1997 .

[66]  Elizabeth Newton,et al.  Mentors for Undergraduates in Technical Disciplines: A Collaborative Effort by Faculty, Student Development Professionals, and Alumni to Improve Undergraduate Retention and Success in Technical Majors , 2000 .

[67]  Elaine Seymour,et al.  "The Problem Iceberg" in Science, Mathematics, and Engineering Education: Student Explanations for High Attrition Rates. , 1992 .

[68]  Sara E. Brownell,et al.  Undergraduate Biology Lab Courses: Comparing the Impact of Traditionally Based "Cookbook" and Authentic Research-Based Courses on Student Lab Experiences , 2012 .

[69]  Guili Zhang,et al.  Grade-point average, changes of major, and majors selected by students leaving engineering , 2004, 34th Annual Frontiers in Education, 2004. FIE 2004..

[70]  Ben Ost The role of peers and grades in determining major persistence in the sciences , 2010 .

[71]  Leonard Springer,et al.  Effects of Small-Group Learning on Undergraduates in Science, Mathematics, Engineering, and Technology: A Meta-Analysis , 1997 .

[72]  G. B. Markus,et al.  Notes: Integrating Community Service and Classroom Instruction Enhances Learning: Results From an Experiment , 1993 .

[73]  Ernest T. Pascarella,et al.  How College Affects Students: A Third Decade of Research. Volume 2. , 2005 .

[74]  Leonhard E. Bernold,et al.  Understanding Our Students: A Longitudinal‐Study of Success and Failure in Engineering With Implications for Increased Retention , 2007 .

[75]  C. Baillie,et al.  Motivation and attrition in engineering students , 2000 .

[76]  Suzanne G. Brainard,et al.  A Six‐Year Longitudinal Study of Undergraduate Women in Engineering and Science * , 1998 .

[77]  Mary Diederich Ott,et al.  Retention of men and women engineering students , 1978 .

[78]  Richard Sawyer,et al.  Predicting Engineering Major Status From Mathematics Achievement and Interest Congruence , 2004 .