Content and timing of feedback in a web-based learning environment: effects on learning as a function of prior knowledge

This study investigated the effectiveness of different types of feedback content (elaborate versus global) and feedback timing (immediate versus delayed) for learning genetics in a web-based learning environment as a function of learners' prior knowledge. It was hypothesized that learning outcomes of students with low prior knowledge would be fostered by immediate elaborate feedback, whereas those of students with more prior knowledge would be enhanced by delayed global feedback. Students' perceptions of the feedback they received were explored. Results showed a significant positive effect of global feedback on learning outcomes for higher prior knowledge learners, although those who received elaborate feedback gave a higher appreciation rating. The findings are discussed in terms of implications for the design and delivery of feedback in web-based learning environments.

[1]  Peter W. Foltz,et al.  Supporting Content-Based Feedback in On-Line Writing Evaluation with LSA , 2000, Interact. Learn. Environ..

[2]  Fred Paas,et al.  Dynamic Task Selection in Flight Management System Training , 2006 .

[3]  D. Gilman.  Comparison of Several Feedback Methods for Correcting Errors by Computer-Assisted Instruction. , 1969 .

[4]  William M. Carroll.  Using worked examples as an instructional support in the algebra classroom. , 1994 .

[5]  Arkalgud Ramaprasad,et al.  On the definition of feedback , 1983 .

[6]  K. A. Ericsson,et al.  Protocol analysis: Verbal reports as data, Rev. ed. , 1993 .

[7]  Herbert J. Walberg,et al.  Correlates of Reading Achievement and Attitude: A National Assessment Study , 1985 .

[8]  Wim Jochems,et al.  Integrated E-Learning: Implications for Pedagogy, Technology and Organization , 2004 .

[9]  Herbert J. Walberg,et al.  A Test of a Model of Educational Productivity among Senior High School Students , 1986 .

[10]  Robert E Wood,et al.  Feedback specificity, learning opportunities, and learning. , 2004, The Journal of applied psychology.

[11]  Slava Kalyuga,et al.  Rapid dynamic assessment of expertise to improve the efficiency of adaptive e-learning , 2005 .

[12]  Arthur C. Graesser,et al.  Using Latent Semantic Analysis to Evaluate the Contributions of Students in AutoTutor , 2000, Interact. Learn. Environ..

[13]  Lev Vygotsky.  Mind in society , 1978 .

[14]  Robert E. Slavin,et al.  A Model of Effective Instruction , 1995 .

[15]  R D Tandy,et al.  Optimal length for summary knowledge of results: the influence of task-related experience and complexity. , 1996, Research quarterly for exercise and sport.

[16]  K. A. Ericsson,et al.  Protocol Analysis: Verbal Reports as Data , 1984 .

[17]  Liesbeth Kester,et al.  Towards a personalized task selection model with shared instructional control , 2006 .

[18]  Slava Kalyuga,et al.  Learner Experience and Efficiency of Instructional Guidance , 2001 .

[19]  James D. Klein,et al.  Control of Practice and Level of Feedback in Computer-Based Instruction , 1995 .

[20]  Kurt VanLehn,et al.  Interactive Conceptual Tutoring in Atlas-Andes , 2002 .

[21]  J. Michael Spector,et al.  Models and simulations for learning in complex domains: using causal loop diagrams for assessment and evaluation , 2001, Comput. Hum. Behav..

[22]  Rob Koper,et al.  Integrated e-learning , 2004 .

[23]  J. Sweller,et al.  The Use of Worked Examples as a Substitute for Problem Solving in Learning Algebra , 1985 .

[24]  Slava Kalyuga,et al.  When problem solving is superior to studying worked examples. , 2001 .

[25]  Jeroen J. G. van Merriënboer,et al.  Training Complex Cognitive Skills: A Four-Component Instructional Design Model for Technical Training , 1997 .

[26]  S. Pressey.  A machine for automatic teaching of drill material. , 1927 .

[27]  R. W. Kulhavy,et al.  Feedback in written instruction: The place of response certitude , 1989 .

[28]  F. Paas,et al.  Cognitive Architecture and Instructional Design , 1998 .

[29]  Gary R. Morrison,et al.  The Effects of Feedback and Incentives on Achievement in Computer-Based Instruction , 1995 .

[30]  Roy B. Clariana,et al.  A comparison of answer until correct feedback and knowledge of correct response feedback under two conditions of contextualization , 1990 .

[31]  Sanghee Yeo.  Handbook of individual differences, learning, and instruction. , 2010, Korean journal of medical education.

[32]  Fred Paas,et al.  Process-Oriented Worked Examples: Improving Transfer Performance Through Enhanced Understanding , 2004 .

[33]  G. Gibbs,et al.  Conditions Under Which Assessment Supports Students’ Learning , 2005 .

[34]  J. Sweller,et al.  Effects of schema acquisition and rule automation on mathematical problem-solving transfer. , 1987 .