A Model for Freshman engineering r etention

With the current concern over the growing need for more engineers, there is an immediate need to improve freshman engineering retention. A working model for freshman engineering retention is needed. This paper proposes such a model based on Tinto’s Interactionalist Theory. Emphasis in this model is placed on pre-college characteristics as predictors for student academic success and retention. Through a literature search of both engineering education and general empirical studies, a list of significant pre-college characteristics important for modeling freshman engineering student success and retention was developed. Significant differences were found between the engineering education and general empirical studies. The final model is described in terms of a block diagram with an extension to statistical modeling. Tables of empirical studies that have included pre-college characteristics as predictors for student success and retention are included. An application using data from a University of Michigan study is discussed.

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

[2]  T. E. Miller,et al.  Configural Invariance of a Model of Student Attrition , 2005 .

[3]  S. Schwartz,et al.  Leaving College: Rethinking the Causes and Cures of Student Attrition , 1987 .

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

[5]  David Allen DESIRE TO FINISH COLLEGE: An Empirical Link Between Motivation and Persistence , 1999 .

[6]  John M. Braxton Reworking the Student Departure Puzzle , 2020 .

[7]  Kristy J. Lauver,et al.  Do psychosocial and study skill factors predict college outcomes? A meta-analysis. , 2004, Psychological bulletin.

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

[9]  Mary Besterfield-Sacre,et al.  What Do We Know About Our Entering Students And How Does It Impact Upon Performance , 2003 .

[10]  A. Astin,et al.  Undergraduate science education: the impact of different college environments on the educational pip , 1992 .

[11]  Moshe Hartman,et al.  Leaving Engineering: Lessons from Rowan University's College of Engineering , 2006 .

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

[13]  Joseph B. Berger,et al.  THE ROLE OF STUDENT INVOLVEMENT AND PERCEPTIONS OF INTEGRATION IN A CAUSAL MODEL OF STUDENT PERSISTENCE , 1999 .

[14]  Vincent Tinto,et al.  Research and Practice of Student Retention: What Next? , 2006 .

[15]  B. Munro Dropouts from Higher Education: Path Analysis of a National Sample , 1981 .

[16]  James Levin,et al.  Findings--Effective Advising: Identifying Students Most Likely to Persist and Succeed in Engineering. , 1988 .

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

[18]  Two types of voluntary undergraduate attrition: Application of Tinto's model , 1984 .

[19]  Dan Budny,et al.  Assessment of the Impact of Freshman Engineering Courses * , 1998 .

[20]  S. D. Sheppard,et al.  Students entering and exiting the engineering pipeline-identifying key decision points and trends , 2002, 32nd Annual Frontiers in Education.

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

[22]  M. Besterfield-Sacre,et al.  First term probation: models for identifying high risk students , 2000, 30th Annual Frontiers in Education Conference. Building on A Century of Progress in Engineering Education. Conference Proceedings (IEEE Cat. No.00CH37135).

[23]  Karan Watson,et al.  Diversifying the U.S. Engineering Workforce: A New Model , 2007 .

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

[25]  J. Burtner,et al.  Critical-to-quality factors associated with engineering student persistence: the influence of freshman attitudes , 2004, 34th Annual Frontiers in Education, 2004. FIE 2004..

[26]  N. Brown,et al.  Retention in Engineering and Personality , 1993 .

[27]  Matthew W. Ohland,et al.  The Role Of Academic Performance In Engineering Attrition , 2006 .

[28]  Richard L. Elkins,et al.  Characteristics of Successful Freshmen Engineering Students. , 1974 .