The effects of part-task and whole-task instructional approaches on acquisition and transfer of a complex cognitive skill

This study was designed to investigate the effects of two instructional approaches (whole-task versus part-task) and two levels of learner prior knowledge (lower versus higher) on learner acquisition and transfer of a complex cognitive skill. Participants were 51 undergraduate pre-service teachers. In the part-task condition, a complex skill (preparing a grade book using Excel) was decomposed into a series of smaller tasks, each of which was demonstrated and practiced separately. In the whole-task condition, which was based on the 4C/ID-model (van Merriënboer 1997), learners were exposed to the entire complex skill from the beginning of the instruction and were required to practice performing a series of whole tasks throughout the unit. Results indicated that the whole-task group performed significantly better than the part-task group on a skill acquisition test and a transfer test. Possible reasons for these findings and suggestions for future research are discussed.

[1]  Jill L. Quilici,et al.  Role of examples in how students learn to categorize statistics word problems. , 1996 .

[2]  Charles M. Reigeluth,et al.  Instructional-design Theories and Models : A New Paradigm of Instructional Theory, Volume II , 1999 .

[3]  Paul Chandler,et al.  Levels of Expertise and Instructional Design , 1998, Hum. Factors.

[4]  F. Paas,et al.  Variability of Worked Examples and Transfer of Geometrical Problem-Solving Skills: A Cognitive-Load Approach , 1994 .

[5]  R. Gagne.  Conditions of Learning , 1965 .

[6]  D. Jonassen,et al.  Activity theory as a framework for designing constructivist learning environments , 1999 .

[7]  Melissa A. SchillingPatricia.  Learning by Doing Something Else: Variation, Relatedness, and the Learning Curve , 2003 .

[8]  John M. Keller,et al.  The systematic process of motivational design , 1987 .

[9]  L. Resnick,et al.  Knowing, Learning, and Instruction , 2018 .

[10]  P. Kirschner,et al.  Three worlds of instructional design: State of the art and future directions , 2001 .

[11]  J. Keller.  Strategies for stimulating the motivation to learn , 1987 .

[12]  Fred Paas,et al.  ADAPTIT: Tools for training design and evaluation , 2002 .

[13]  M. David Merrill,et al.  First principles of instruction , 2012 .

[14]  S. Cormier,et al.  Transfer of learning: Contemporary research and applications. , 1987 .

[15]  D. Gopher,et al.  Practice under changing priorities: An approach to the training of complex skills☆ , 1989 .

[16]  Slava Kalyuga,et al.  The Expertise Reversal Effect , 2003 .

[17]  M. Levine,et al.  Effects of Goal Specificity on Means-Ends Analysis and Learning. , 1982 .

[18]  J. Tuovinen,et al.  A comparison of cognitive load associated with discovery learning and worked examples , 1999 .

[19]  J. Michael Spector,et al.  Integrated and Holistic Perspectives on Learning, Instruction and Technology , 2000 .

[20]  Robert A. Reiser,et al.  Trends and issues in instructional design and technology , 2002 .

[21]  John R. Anderson,et al.  The Transfer of Cognitive Skill , 1989 .

[22]  J. R. Landis,et al.  The measurement of observer agreement for categorical data. , 1977, Biometrics.

[23]  Robert M. Gagné,et al.  The conditions of learning, 2nd ed. , 1970 .

[24]  John Sweller,et al.  Cognitive Load During Problem Solving: Effects on Learning , 1988, Cogn. Sci..

[25]  Allan Collins,et al.  Cognitive Apprenticeship: Teaching the Craft of Reading, Writing, and Mathematics. Technical Report No. 403. , 1987 .

[26]  Jeroen J. G. van Merriënboer,et al.  Strategies for computer-based programming instruction: Program completion vs. program generation. , 1992 .

[27]  P. Kirschner,et al.  Taking the Load Off a Learner's Mind: Instructional Design for Complex Learning , 2003 .

[28]  R. L. Ebel,et al.  Estimation of the reliability of ratings , 1951 .

[29]  Walter Schneider,et al.  Component Fluency in a Problem-Solving Context , 1989 .

[30]  F. Paas,et al.  Teaching complex rather than simple tasks: balancing intrinsic and germane load to enhance transfer of learning , 2006 .

[31]  Mark C. Detweiler,et al.  Training Concurrent Multistep Procedural Tasks , 2000, Hum. Factors.

[32]  J. Sweller,et al.  What do students learn while solving mathematics problems , 1985 .

[33]  Otto Jelsma,et al.  Training for reflective expertise: A four-component instructional design model for complex cognitive skills , 1992 .

[34]  Richard E. Clark,et al.  Blueprints for complex learning: The 4C/ID-model , 2002 .

[35]  W. Thalheimer,et al.  How to calculate effect sizes from published research: A simplified methodology , 2002 .

[36]  J. P. Byrnes,et al.  Cognitive Development and Learning in Instructional Contexts , 1995 .