Mathematics bridging education using an online, adaptive e-tutorial : preparing international students for higher education

This contribution describes and evaluates a postsecondary remediation program in mathematics, aiming to ease the transition from high school to university and to improve the success rates in the first year of bachelor studies. The remediation program consists of the administration of an entry test and the organisation of voluntary bridging education in the format of an online summer course, using the adaptive e-tutorial ALEKS. Participants are prospective students of the university programs business and economics of Maastricht University, and are mostly students with an international background. Effect analysis suggests a strong treatment effect of successful participation in the summer course. However, given the quasi-experimental setup of this study, with non-equivalent groups, selection effects may be responsible for part of that effect. Correction of the treatment effect by applying the propensity score method indicates that indeed a selection effect is present, but that a substantial treatment effect remains, of about 50% the size of the effect of being educated in advanced math versus basic math, in high school.

[1]  Dirk T. Tempelaar,et al.  A structural equation model analyzing the relationship of student achievement motivations and personality factors in a range of academic subject-matter areas , 2007 .

[2]  J. Vermunt.  Leerstijlen en sturen van leerprocessen in het hoger onderwijs : naar procesgerichte instructie in zelfstandig denken , 1992 .

[3]  Juan Carlos Calcagno,et al.  The Impact of Postsecondary Remediation Using a Regression Discontinuity Approach: Addressing Endogenous Sorting and Noncompliance , 2008 .

[4]  Paul Montgomery,et al.  Experimental and Quasi-Experimental Designs , 2011 .

[5]  C. Dweck.  Self-theories and goals: their role in motivation, personality, and development. , 1990, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[6]  W. Shadish,et al.  Experimental and Quasi-Experimental Designs for Generalized Causal Inference , 2001 .

[7]  E. Jamelske,et al.  Measuring the impact of a university first-year experience program on student GPA and retention , 2009 .

[8]  R. Vallerand,et al.  Autonomous, Controlled, and Amotivated Types of Academic Motivation: A Person-Oriented Analysis , 2007 .

[9]  N. J. Walters,et al.  Editor's note , 1989 .

[10]  T. Bailey.  CHALLENGE AND OPPORTUNITY: RETHINKING THE ROLE AND FUNCTION OF DEVELOPMENTAL EDUCATION IN COMMUNITY COLLEGE , 2009 .

[11]  Dirk T. Tempelaar,et al.  The Role of Metacognition in Business Education , 2006 .

[12]  Carol A. Kozeracki.  Preparing faculty to meet the needs of developmental students , 2005 .

[13]  C. Dweck,et al.  Clarifying achievement goals and their impact. , 2003, Journal of personality and social psychology.

[14]  E. Deci,et al.  Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. , 2000, The American psychologist.

[15]  Evelyne F. Vallières,et al.  On the Assessment of Intrinsic, Extrinsic, and Amotivation in Education: Evidence on the Concurrent and Construct Validity of the Academic Motivation Scale , 1993 .

[16]  Elaine L. Zanutto,et al.  Estimating causal effects of public health education campaigns using propensity score methodology , 2005 .

[17]  I. Higginson,et al.  Experimental and quasi-experimental designs , 2011 .

[18]  Thurston Domina,et al.  New Evidence on College Remediation , 2006 .

[19]  Jean-Claude Falmagne,et al.  Knowledge spaces , 1998 .

[20]  Katrien Struyven,et al.  Literature Review of Online Remedial Education , 2009 .

[21]  Geneviève A. Mageau,et al.  On the Hierarchical Structure of Self-Determined Motivation: A Test of Top-Down, Bottom-Up, Reciprocal, and Horizontal Effects , 2003, Personality & social psychology bulletin.

[22]  J. Eccles,et al.  Motivational beliefs, values, and goals. , 2002, Annual review of psychology.

[23]  P. Bahr.  Does Mathematics Remediation Work?: A Comparative Analysis of Academic Attainment among Community College Students , 2008 .

[24]  Isadore Newman,et al.  A Comparison of Propensity Score Analysis to Analysis of Covariance: A Case Illustration , 2007 .

[25]  Bridget Terry Long,et al.  Addressing the Needs of Underprepared Students in Higher Education , 2005, The Journal of Human Resources.

[26]  Jean-Claude Falmagne,et al.  The Assessment of Knowledge, in Theory and in Practice , 2006, ICFCA.

[27]  E. Deci,et al.  Self-determination theory and the facilitation of intrinsic motivation , 2000 .

[28]  Elizabeth R. Peterson,et al.  Conceptions of Learning and Knowledge in Higher Education: Relationships with Study Behaviour and Influences of Learning Environments. , 2004 .