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Integrating Problem-Based
Learning and Simulation
Enilda J. Romero, M.S. and Dr. Ginger S. Watson
Purpose

Active Learner

Participatory
Problem-Based
Learning

Engage

Simulation

Eliminate minimal guidance
Provide structure
External representation
Cooperative learning
Instructional Strategy

Problem-Based
Learning (PBL)

What is a Problem?

Problems Classification

Structure

Complexity

Domain specificity
Problem

Context, Rules and Principles
Problem – Based
Learning
Model

Problem Solving Process

Instructor Support

Solution and Reflection

Increase of
Knowledge
Inventory
Albanese &
Mitchell
(1993)

Berkson
(1993)

Current
Effects of
PBL
Vernon &
Blake
(1993)

Dochy et al.
(2003)
Types of Simulations
About something

Physical Simulation

SimCity

Iterative Simulation

CatLab
Types of Simulations
How to do something

Procedural Simulation

FrogSim

Situational Simulation

Interactive Courtroom
Benefits of Instructional Simulation
1. Present content in ways that it would not be possible in real life

2. Environments in which learners can interact safely

3. Allow compression of time and convenience of multiple iterations

4. Allow learners to take on different roles

5. Facilitate for all levels of learner (novice or expert)
PBL

Simulation

PBL Simulation

Present the problem

Simulation Introduction

Entry Point

Problem context, principles Parameters and Rules
and rules

Framing the Problem

Problem representation

External representation

Knowledge Inventory

Problem solving process

Start simulation iteration

Research and Resources

Instructor support

Hints, tips and heuristics

Teachable Moments

Solution and Reflection

Exit the simulation

Wrap-up and Debriefing
Integration of PBL and Simulation
Physical Simulation
 Irregular performance patterns
Iterative Simulation
 Problem questions
Procedural Simulation
 Utilize diagnosis simulation
Situational Simulation
 Manipulated behavior scenarios
Current
effects of
PBL
simulation
Model

Future
Research
PBL
simulation types of
simulations
QUESTIONS OR COMMENTS?
Thanks!

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Integrating PBL and Simulation