A learning methodology using Matlab/Simulink for undergraduate electrical engineering courses attending to learner satisfaction outcomes

Learner-centred approaches follow the prevailing tendency in modern University reforms which are primarily concerned about “how people learn”. The methodologies can be learner-centred in the sense of placing the student as the main actor of the teaching–learning process by increasing his interactivity and participation, but also considering what is relevant for the student by measuring the learner satisfaction. In order to promote both aspects, this paper proposes a synchronous software-based active methodology that makes use of the simulations to show a virtual scenario to the students and challenge them to predict and discuss the evolution of the scenario. The proposed methodology improves the visual interface, promotes discussion both among students and with the teacher in a brainstorming stage and shows real-world examples. This software-based methodology has been implemented into an Electric Machinery course at the University of Seville (Spain), and the evaluation has been carried out considering both the affective and cognitive domains. Principal components analysis proves to be useful to highlight the dimensions with a higher influence on learner satisfaction and the affective and cognitive results confirm the successful implementation of the proposal.

[1]  M. W. Daniels,et al.  Re-inventing the electrical machines curriculum , 1998 .

[2]  Mohamed Khalifa,et al.  Web-based learning: effects on learning process and outcome , 2002, IEEE Trans. Educ..

[3]  William J. Doll,et al.  Research Report - A Confirmatory Factor Analysis of the User Information Satisfaction Instrument , 1995, Inf. Syst. Res..

[4]  A. Adam Whatever happened to information systems ethics? Caught between the devil and the deep blue sea , 2004 .

[5]  Vicki Compton,et al.  Towards a Model for Teacher Development in Technology Education: From Research to Practice , 1998 .

[6]  Barbara L. McCombs,et al.  How students learn: Reforming schools through learner-centered education. , 1998 .

[7]  Aaron Striegel,et al.  Enhancing student learning in an introductory embedded systems laboratory , 2002, 32nd Annual Frontiers in Education.

[8]  William J. Doll,et al.  The Measurement of End-User Computing Satisfaction , 1988, MIS Q..

[9]  S. A. McInerny,et al.  Applications of dynamic data analysis: a multidisciplinary laboratory course , 1999 .

[10]  Manuel Castro,et al.  Using various computer tools in electrical transients studies , 2000, 30th Annual Frontiers in Education Conference. Building on A Century of Progress in Engineering Education. Conference Proceedings (IEEE Cat. No.00CH37135).

[11]  Sergio L. Toral Marín,et al.  Implementation of a web-based educational tool for digital signal processing teaching using the technological acceptance model , 2005, IEEE Transactions on Education.

[12]  Yi-Shun Wang,et al.  Assessment of learner satisfaction with asynchronous electronic learning systems , 2003, Inf. Manag..

[13]  Sergio L. Toral Marìn,et al.  Planning a Master’s Level Curriculum According to Career Space Recommendations Using Concept Mapping Techniques , 2006 .

[14]  Cristian Domnisoru Using MATHCAD in teaching power engineering , 2005, IEEE Transactions on Education.

[15]  Roger McHaney,et al.  A validation of the end-user computing satisfaction instrument in Taiwan , 2002, Inf. Manag..

[16]  F. Fatehi,et al.  Computer modeling for enhancing instruction of electric machinery , 1995 .

[17]  George A. Marcoulides,et al.  Modern methods for business research , 1998 .

[18]  Kathy L. Schuh Learner-centered principles in teacher-centered practices? , 2004 .

[19]  Joshua Powers,et al.  Using the Case Method in Distributed Environments: Opportunities and Challenges , 2001 .

[20]  William Haseman,et al.  User attitude as a mediator of learning performance improvement in an interactive multimedia environment: an empirical investigation of the degree of interactivity and learning styles , 2001, Int. J. Hum. Comput. Stud..

[21]  William J. Doll,et al.  A Confirmatory Factor Analysis of the End-User Computing Satisfaction Instrument , 1994, MIS Q..

[22]  Said Hadjerrouit Learner-centered web-based instruction in software engineering , 2005, IEEE Transactions on Education.

[23]  Subhasish Dasgupta,et al.  Modeling use of enterprise resource planning systems: a path analytic study , 2003, Eur. J. Inf. Syst..

[24]  Chika O. Nwankpa,et al.  Induction motor tests using MATLAB/Simulink and their integration into undergraduate electric machinery courses , 2005, IEEE Transactions on Education.

[25]  B. McCombs,et al.  Learner Centered Psychological Principles in Practice: Designs for Distance Education. , 1995 .

[26]  Stephen J. Chapman,et al.  Electric Machinery Fundamentals , 1991 .

[27]  Ronald R. DeLyser,et al.  Using MathCad in understanding the induction motor characteristics , 2001, IEEE Trans. Educ..

[28]  Wynne W. Chin The partial least squares approach for structural equation modeling. , 1998 .

[29]  B. McCombs,et al.  Introduction: Learner-centered schools and classrooms as a direction for school reform. , 1998 .

[30]  Roger McHaney,et al.  EUCS test-retest reliability in representational model decision support systems , 1999, Inf. Manag..

[31]  L. Helle,et al.  Project-Based Learning in Post-Secondary Education – Theory, Practice and Rubber Sling Shots , 2006 .

[32]  Miriam Alfassi Effects of a Learner-Centred Environment on the Academic Competence and Motivation of Students at Risk , 2004 .

[33]  Bertrand Delgutte,et al.  Hands-on learning in biomedical signal processing. , 2003, IEEE engineering in medicine and biology magazine : the quarterly magazine of the Engineering in Medicine & Biology Society.

[34]  U. Drofenik,et al.  Modern and intuitive way of teaching space vector calculus and PWM in an undergraduate course , 2002, Proceedings of the Power Conversion Conference-Osaka 2002 (Cat. No.02TH8579).