Project-Based Learning in Capstone Design Courses for Engineering Students: Factors Affecting Outcomes.

This study aimed to examine the structural relationships among factors that affect learner satisfaction and achievement in project-based learning for capstone design courses in engineering education. Specifically, problem-solving efficacy, task value, teamwork competency, and task authenticity are suggested as critical factors that affect learner satisfaction and perceived achievement. The study employed structural equation modelling in order to examine the relationships among the variables, and the data from 363 university students who were enrolled in capstone design courses were analysed. The results suggest that task value and task authenticity exerted significant effects on learner satisfaction. Problem-solving efficacy, teamwork competency, task authenticity, and satisfaction exerted significant effects on learning outcomes, but task value did not. The results imply that the effects of problem-solving efficacy on perceived achievement reveal the importance of motivational factors in capstone design courses. In addition, instructional strategies that highlight task utility value and provide environments in which learners can share that value would be meaningful in promoting learning effectiveness in capstone design courses.

[1]  Frank M. Pajares,et al.  Self-Efficacy Beliefs in Academic Settings , 1996 .

[2]  R. Kline Principles and practice of structural equation modeling, 3rd ed. , 2011 .

[3]  Edgard B. Cornachione,et al.  Learning Styles Influences On Satisfaction and Perceived Learning: Analysis of an Online Business Game , 2014 .

[4]  Nicole A. Buzzetto-More Models to Inform Capstone Program Development , 2013 .

[5]  Julián Chaparro-Peláez,et al.  Factors affecting perceived learning of engineering students in problem based learning supported by business simulation , 2013, Interact. Learn. Environ..

[6]  David A. Bergin,et al.  Predicting student achievement for low stakes tests with effort and task value , 2008 .

[7]  Walter W. Wager,et al.  Authentic Activity as a Model for Appropriate Learning Activity: Implications for Emerging Instructional Technologies , 1994 .

[8]  T. Elliott,et al.  Problem-solving appraisal, self-reported study habits, and performance of academically at-risk college students. , 1990 .

[9]  D. Jonassen Evaluating constructivistic learning , 1991 .

[10]  Robert R. Hirschfeld,et al.  Becoming team players: team members' mastery of teamwork knowledge as a predictor of team task proficiency and observed teamwork effectiveness. , 2006, The Journal of applied psychology.

[11]  P. Pazos,et al.  Managing Engineering Capstone Design Teams: A Review of Critical Issues and Success Factors , 2014 .

[13]  Insook Kim,et al.  Analysis of Teaching and Learning Results in Capstone Design Courses , 2013 .

[14]  H. Lee User-Design Approach in Problem Development and its Effects on Authenticity, Performance, and Satisfaction in Problem-Based Learning , 2012 .

[15]  P. Paul Heppner,et al.  The development and implications of a personal problem-solving inventory , 1982 .

[16]  David H. Jonassen,et al.  Toward a design theory of problem solving , 2000 .

[17]  M. Hoegl,et al.  Teamwork Quality and the Success of Innovative Projects , 2001 .

[18]  Catherine E. Volpe,et al.  Defining Competencies and Establishing Team Training Requirements , 1995 .

[19]  Shu-Sheng Liaw,et al.  Investigating students' perceived satisfaction, behavioral intention, and effectiveness of e-learning: A case study of the Blackboard system , 2008, Comput. Educ..

[20]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[21]  Molly Nicaise,et al.  Toward an Understanding of Authentic Learning: Student Perceptions of an Authentic Classroom , 2000 .

[22]  A. Bandura,et al.  Social foundation of thoughts and actions: A social cognitive theory , 1986 .

[23]  Heng-Yu Ku,et al.  The relationships between trust, performance, satisfaction, and development progressions among virtual teams , 2011 .

[24]  전영준,et al.  Present Situation and Student Satisfaction of Engineering Capstone Design Course in Engineering Colleges of Korea , 2009 .

[25]  Anthony R. Artino,et al.  Motivational beliefs and perceptions of instructional quality: predicting satisfaction with online training , 2007, J. Comput. Assist. Learn..

[26]  J. Eccles,et al.  In the Mind of the Actor: The Structure of Adolescents' Achievement Task Values and Expectancy-Related Beliefs , 1995 .

[27]  Renee Hobbs,et al.  Conditions of Learning in Novice Programmers , 1986 .

[28]  Nathan Hotaling,et al.  A Quantitative Analysis of the Effects of a Multidisciplinary Engineering Capstone Design Course , 2012 .

[29]  Michael J. Jacobson,et al.  Does sequence matter? Productive failure and designing online authentic learning for process engineering , 2017, Br. J. Educ. Technol..

[30]  John R. Savery,et al.  Overview of Problem-Based Learning: Definitions and Distinctions. , 2006 .

[31]  Paul A. O’Keefe,et al.  The relation between achievement goal and expectancy-value theories in predicting achievement-related outcomes: A test of four theoretical conceptions , 2013 .

[32]  Jiyeon Kim,et al.  Locus of control, self-efficacy, and task value as predictors of learning outcome in an online university context , 2013, Comput. Educ..

[33]  Thomas C. Reeves,et al.  Designing authentic activities in web-based courses , 2004, J. Comput. High. Educ..

[34]  S. Cassidy,et al.  Developing the Computer User Self-Efficacy (Cuse) Scale: Investigating the Relationship between Computer Self-Efficacy, Gender and Experience with Computers , 2002 .

[35]  Mai Neo,et al.  Engaging Students in Multimedia-mediated Constructivist Learning - Students' Perceptions , 2009, J. Educ. Technol. Soc..

[36]  Megan Lee Endres,et al.  Preparing students for success in team work environments: The importance of building confidence , 2002 .

[37]  Rolph E. Anderson,et al.  Multivariate Data Analysis (7th ed. , 2009 .

[38]  James G. Greeno,et al.  Number sense as situated knowing in a conceptual domain , 1990 .

[39]  J. Eccles,et al.  Expectancy-Value Theory of Achievement Motivation. , 2000, Contemporary educational psychology.

[40]  Erik Roelofs,et al.  Constructivism and Authentic Pedagogy: State of the Art and Recent Developments in the Dutch National Curriculum in Secondary Education. , 1999 .

[41]  Jacquelynne S. Eccles,et al.  Predictors of math anxiety and its influence on young adolescents' course enrollment intentions and performance in mathematics , 1990 .

[42]  Vito Moreno,et al.  Learning Experiences From an Industrially Sponsored Senior Design Capstone Program: A Student Perspective , 2017 .

[43]  Kristopher J Preacher,et al.  SPSS and SAS procedures for estimating indirect effects in simple mediation models , 2004, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[44]  Annegret Goold,et al.  Issues in Informing Science and Information Technology Students' Pedagogical Preferences in the Delivery of It Capstone Courses , 2022 .

[45]  윤관식,et al.  A Study of the Relation between Learning Outcomes and Learning Transfer in Engineering Design Programs , 2009 .

[46]  J. Eccles,et al.  Sex differences in achievement patterns. , 1984, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[47]  Sinan Onal,et al.  Applying Theory to Real-World Problems: Integrating Service-Learning into the Industrial Engineering Capstone Design Course , 2017 .

[48]  Greg Speegle,et al.  Managing and Mentoring Capstone Design Teams: Considerations and Practices for Faculty* , 2011 .

[49]  Mimi Bong,et al.  Role of Self-Efficacy and Task-Value in Predicting College Students' Course Performance and Future Enrollment Intentions. , 2001, Contemporary educational psychology.

[50]  J. Petraglia Reality by Design: The Rhetoric and Technology of Authenticity in Education , 1998 .

[51]  S. McDonald,et al.  Using capstones to develop research skills and graduate capabilities: A case study from physiology , 2012, Journal of University Teaching and Learning Practice.

[52]  Thomas A. Brush,et al.  Student perceptions of collaborative learning, social presence and satisfaction in a blended learning environment: Relationships and critical factors , 2008, Comput. Educ..

[53]  D. L. Gladstein Groups in context: A model of task group effectiveness. , 1984 .

[54]  M. Kevin Parfitt,et al.  Delivery methods for a multi-disciplinary architectural engineering capstone design course , 2015 .

[55]  S. Rundle-Thiele,et al.  Alignment : Exploring Student Perception of Learning Achievement Measures , 2010 .

[56]  Gary R. Pike,et al.  The relationship between perceived learning and satisfaction with college: An alternative view , 1993 .