Effects of model -centered instruction and levels of learner expertise on effectiveness, efficiency, and engagement with ill-structured problem solving: An exploratory study of ethical decision making in program evaluation

[1]  The future of ethics in evaluation: Developing the dialogue , 1995 .

[2]  P. Johnson-Laird.  Mental models , 1989 .

[3]  Michael Morris.  Evaluation Ethics for Best Practice: Cases and Commentaries , 2007 .

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

[5]  Joachim Funke,et al.  Solving complex problems: Exploration and control of complex systems , 1991 .

[6]  R. Clark.  Antagonism Between Achievement and Enjoyment in ATI Studies , 1982 .

[7]  James F. Voss,et al.  Toward a Model of Creativity Based upon Problem Solving in the Social Sciences , 1989 .

[8]  Robert L. Cohn,et al.  Program Evaluators and Ethical Challenges , 1993 .

[9]  Dee H. Andrews,et al.  A comparative analysis of models of instructional design , 1980 .

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

[11]  Youngmin Lee,et al.  The Effects of Simulation Delivery Instruction on Students’ Problem Solving Performance and Motivation , 2005 .

[12]  John C. Lind,et al.  Two-sample T–2 procedure and the assumption of homogeneous covariance matrices. , 1979 .

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

[14]  Carol L. Smith,et al.  Understanding models and their use in science: Conceptions of middle and high school students and experts , 1991 .

[15]  Simon So,et al.  A Study on the Acceptance of Mobile Phones for Teaching and Learning with a Group of Pre-service Teachers in Hong Kong , 2008 .

[16]  Brent G. Wilson,et al.  A critical review of elaboration theory , 1992 .

[17]  Allan Jeong,et al.  The effects of active versus reflective learning style on the processes of critical discourse in computer-supported collaborative argumentation , 2008, Br. J. Educ. Technol..

[18]  Somaiya Naidu.  Learning and Teaching with Technology : Principles and Practices , 2003 .

[19]  Paul J. Feltovich,et al.  Categorization and Representation of Physics Problems by Experts and Novices , 1981, Cogn. Sci..

[20]  Susan E. Newman,et al.  Cognitive Apprenticeship: Teaching the Craft of Reading, Writing, and Mathematics. Technical Report No. 403. , 1987 .

[21]  Dirk Ifenthaler,et al.  The measurement of change : learning-dependent progression of mental models , 2005 .

[22]  Timothy D. Wilson,et al.  Telling more than we can know: Verbal reports on mental processes. , 1977 .

[23]  Namsoo Shin,et al.  Predictors of well-structured and ill-structured problem solving in an astronomy simulation , 2003 .

[24]  Richard E. Mayer,et al.  Multimedia Learning , 2001, Visible Learning Guide to Student Achievement.

[25]  D. Penner.  Cognition, Computers, and Synthetic Science: Building Knowledge and Meaning Through Modeling , 2000 .

[26]  Stephen M. Alessi,et al.  Building Versus Using Simulations , 2000 .

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

[28]  J. Keller.  Motivational Design of Instruction , 1983 .

[29]  D. Schunk,et al.  Risk Taking: Theoretical, Empirical, and Educational Considerations , 1991 .

[30]  R. Mayer.  Should there be a three-strikes rule against pure discovery learning? The case for guided methods of instruction. , 2004, The American psychologist.

[31]  Randi A. Engle,et al.  From representation to decision: An analysis of problem solving in international relations. , 1991 .

[32]  John D. Bransford,et al.  Teaching Thinking and Problem Solving. , 1986 .

[33]  Min Liu,et al.  The Effects of Modeling Expert Cognitive Strategies during Problem-Based Learning , 2002 .

[34]  Rosanne Steinbach,et al.  Expert Problem Solving: Evidence from School and District Leaders , 1994 .

[35]  Timothy A. Post,et al.  On the solving of ill-structured problems. , 1988 .

[36]  N. Seel.  Epistemology, situated cognition, and mental models: 'Like a bridge over troubled water' , 2001 .

[37]  Hyewon Kim,et al.  An investigation of the effects of model-centered instruction in individual and collaborative contexts: The case of acquiring instructional design expertise , 2008 .

[38]  Fred Paas,et al.  High versus low contextual interference in simulation-based training of troubleshooting skills: effects on transfer performance and invested mental effort , 1998 .

[39]  F. Paas,et al.  Measurement of Cognitive Load in Instructional Research , 1994, Perceptual and motor skills.

[40]  Richard E Mayer,et al.  Fostering understanding of multimedia messages through pre-training: evidence for a two-stage theory of mental model construction. , 2002, Journal of experimental psychology. Applied.

[41]  F. Paas,et al.  Instructional control of cognitive load in the training of complex cognitive tasks , 1994 .

[42]  Pamela Briggs.  The role of the user model in learning as an internally and externally directed activity , 1987, Informatics and Psychology Workshop.

[43]  J. Greeno,et al.  Natures of problem-solving abilities. , 1978 .

[44]  Joan Boykoff Baron,et al.  Teaching Thinking Skills: Theory and Practice , 1986 .

[45]  Susan M. Land,et al.  Scaffolding students’ problem-solving processes in an ill-structured task using question prompts and peer interactions , 2003 .

[46]  R. Sternberg.  Human Abilities: An Information Processing Approach , 1985 .

[47]  Karl Aspelund,et al.  The Design Process , 2006 .

[48]  Richard E. Clark,et al.  Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching , 2006 .

[49]  Ton de Jong,et al.  Scientific Discovery Learning with Computer Simulations of Conceptual Domains , 1998 .

[50]  Herbert A. Simon,et al.  Problem solving and education. , 1980 .

[51]  JeongMin Lee,et al.  PDA Interface Design Guidelines , 2006 .

[52]  R. Sternberg.  Handbook of Creativity: Subject Index , 1998 .

[53]  J. Sinnott.  A model for solution of ill-structured problems: Implications for everyday and abstract problem solving. , 1989 .

[54]  Annemarie S. Palincsar,et al.  Social constructivist perspectives on teaching and learning. , 1998, Annual review of psychology.

[55]  Ann L. Brown,et al.  How people learn: Brain, mind, experience, and school. , 1999 .

[56]  C. Churchman,et al.  The design of inquiring systems: basic concepts of systems and organization , 1971 .

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

[58]  David H. Jonassen,et al.  Instructional design models for well-structured and III-structured problem-solving learning outcomes , 1997 .

[59]  Dirk Ifenthaler,et al.  Practical Solutions for the Diagnosis of Progressing Mental Models , 2008 .

[60]  이영민,et al.  An Investigation of Teachers' Knowledge and Skills on the Use of Information and Communication Technology in Classrooms , 2006 .

[61]  Davida Charney,et al.  Goal Setting and Procedure Selection in Acquiring Computer Skills: A Comparison of Tutorials, Problem Solving, and Learner Exploration , 1990 .

[62]  Tricia Mautone,et al.  Conventional Training Versus Game-Based Training , 2006 .

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

[64]  David H. Jonassen,et al.  Instructional designs for microcomputer courseware , 1988 .

[65]  Charles M. Reigeluth,et al.  Instructional Design Theories and Models : An Overview of Their Current Status , 1983 .

[66]  R. Mayer.  Cognitive, metacognitive, and motivational aspects of problem solving , 1998 .

[67]  Norbert M. Seel,et al.  Educational diagnosis of mental models: Assessment problems and technology-based solutions. , 1999 .

[68]  Donald A. Norman,et al.  Some observations on mental models , 1987 .

[69]  Heidi A. Diefes-Dux,et al.  A preliminary validation of Attention, Relevance, Confidence and Satisfaction model-based Instructional Material Motivational Survey in a computer-based tutorial setting , 2006, Br. J. Educ. Technol..

[70]  JeongMin Lee.  Theoretical Framework of Instructional Simulation Taxonomy , 2006 .

[71]  Roger E. Kirk,et al.  Experimental design: Procedures for the behavioral sciences (3rd ed.). , 1995 .

[72]  John J. Clement,et al.  Model based learning as a key research area for science education , 2000 .

[73]  Fred Paas,et al.  Exploring Multidimensional Approaches to the Efficiency of Instructional Conditions , 2004 .

[74]  Janet L. Kolodner,et al.  Promoting Deep Science Learning Through Case-Based Reasoning: Rituals and Practices in Learning by Design Classrooms , 2004 .

[75]  David H. Jonassen,et al.  The effects of argumentation scaffolds on argumentation and problem solving , 2002 .

[76]  Steffen Staab,et al.  Ontology Learning Part One - On Discoverying Taxonomic Relations from the Web , 2002 .

[77]  M. Posner.  Foundations of cognitive science , 1989 .

[78]  Lloyd P. Rieber,et al.  To Teach or Not to Teach? Comparing the Use of Computer-Based Simulations in Deductive versus Inductive Approaches to Learning with Adults in Science , 1995 .

[79]  Sam Wineburg,et al.  Reading Abraham Lincoln: An Expert/Expert Study in the Interpretation of Historical Texts , 1998, Cogn. Sci..

[80]  David E. Brown,et al.  Overcoming misconceptions via analogical reasoning: abstract transfer versus explanatory model construction , 1989 .

[81]  F. Dinter,et al.  Instruction and Mental Model Progression: Learner‐Dependent Effects of Teaching Strategies on Knowledge Acquisition and Analogical Transfer , 1995 .

[82]  R. Mayer.  Models for Understanding , 1989 .

[83]  M. Chi,et al.  Problem-Solving Ability. , 1985 .

[84]  Donna M. Mertens,et al.  Training evaluators: Unique skills and knowledge , 1994 .

[85]  P. Lachenbruch.  Statistical Power Analysis for the Behavioral Sciences (2nd ed.) , 1989 .

[86]  Marcelo Milrad,et al.  Model facilitated learning , 2003 .

[87]  R. Sternberg,et al.  Complex Problem Solving : Principles and Mechanisms , 1992 .

[88]  J. Michael Spector,et al.  Comparative study of mental model research methods : relationships among ACSMM, SMD, MITOCAR & deep methodologies , 2006 .

[89]  Karen Strohm Kitchner.  Cognition, Metacognition, and Epistemic Cognition , 1983 .

[90]  John R. Hayes,et al.  The complete problem solver, 2nd ed. , 1989 .

[91]  M. David Merrill.  A Pebble‐in‐the‐Pond Model For Instructional Design , 2002 .

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

[93]  R. Kozma,et al.  Multimedia and understanding: Expert and novice responses to different representations of chemical phenomena , 1997 .

[94]  K. Holyoak,et al.  Analogical problem solving , 1980, Cognitive Psychology.

[95]  Stacie G. Goffin,et al.  Problem solving: Encouraging active learning. , 1985 .