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A Textbook and Other Resources for Teaching Challenge-Based Biotransport
Ken Diller and I were Biotransport Domain investigators on the Vanderbilt-Northwestern-Texas-Harvard/MIT Engineering Research center for Biomedical Educational Technologies. This ERC brought together Domain experts, learning scientists, technology experts and assessment experts for the purpose of extending education research originally conducted at the K-12 levels to the bioengineering curricula. Robert J. Roselli, Vanderbilt University Kenneth R. Diller, University of Texas, Austin
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Student Centered Knowledge Centered Assessment Centered
Learning Environment Community Centered Student Centered Knowledge Centered Assessment Centered Vanderbilt-Northwestern-Texas-Harvard/MIT Engineering Research center for Biomedical Educational Technology. Our primary objective was to see if we could transfer education research that was originally conducted at K-12 levels to college bioengineering curricula. The K-12 research is summarized in the book “How People Learn”, often abbreviated HPL, published by the National Research Council. A key finding was that the most effective learning environments are those that not only are knowledge-based, but also involve direct student participation, afford frequent formative assessment opportunities, and are relevant to the community at large. 2
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Multiple Perspectives
Generate Ideas Research & Revise Test your mettle Go Public The Challenge Challenge- Based Instruction (CBI) We found we could best incorporate those principles by adoping what is known as challenge-based instruction. Students are presented with a Challenge. A legitimate challenge is a problem that has real-life relevance, but the students do not yet know how to solve it. Students Generate Ideas on their own and in small groups in the classroom, where they determine what they do and do not know about the challenge. Ideas from the groups are discussed in the classroom, providing Multiple Perspectives, with the instructor and possibly others from the community bringing in additional perspectives. By this time the students are ready for a lecture, which may be followed by reading assignments or other Research activities. These are followed by Test your Mettle, which involves in-class formative assessment via electronic poling and assessment of problems worked in class and for homework. Often the original approach turns out to be incorrect and students must make revisions – thus Research & Revise. Most of the module is spent in this activity. Ultimately, the students are able to solve the Challenge and Go Public. However, there is more to Going Public than simply solving the challenge. Go Public means that the knowledge gained by students while solving the specific challenge allows them to solve other problems that are based on the same principles. They can demonstrate this ability by solving related homework and exam problems.
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Objections to the use of Challenge-Based Instruction by Instructors
I’m not convinced that challenge-based instruction is more effective than traditional lecture-based instruction at the college level. I don’t have time to develop effective challenges. I won’t be able to cover the necessary material in my course if valuable lecture time is lost to student discussions and other in-class CBI activities. There are three primary objections to challenge-based instruction that I hear from instructors all the time. First, … So, let’s address these one at a time. First, with respect to the effectiveness of CBI …
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Meta-analysis of VaNTH Studies
Effect Size = (CBI mean – Traditional mean)/ (pooled SD) Meaningful difference Substantial difference VaNTH conducted several studies in bioengineering classes where challenge-based modules or courses were compared with traditional modules or courses. The effect size was used to compare the two groups. Effect size equals the mean of the challenge-based group minus the mean of the traditional group divided by the pooled standard deviation. Effect sizes greater than 0.3 indicate meaningful differences while effect sizes greater than 0.8 represent substantial differences. The results indicated that there were no differences between groups in 18% of the studies, but meaningful or substantial differences were found in favor of challenge-based instruction in 82% of the studies. There were no studies where meaningful differences were found in favor of the traditional method. So we concluded in this JEE paper that challenge-based instruction is effective at the college level. Cordray, D., Harris, T. R., Klein, S., A research synthesis of the effectiveness, replicability, and generality of the VaNTH challenge-based instructional modules in bioengineering. J. Engineering Education, 95, , 2009.
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Biotransport Modules (Roselli)
CBI Introduction to BME 210 Heart-lung machine Renal vascular resistance Hemorheology Osmotic shock Blood flow in circular tubes (arteries) Blood flow in elliptical vessels (veins) Heat transfer in mixing Determination of time of death Heat exchanger design Pharmacokinetics Determinates of cell size Gas exchange and blood doping Analogies Biofluids Bioheat Now to the issue of developing challenge-based modules. Yes, these take considerable time and effort to develop, but once they are developed they can be used over and over. In addition, it is very easy to use modules developed by someone else. I developed this set of 13 modules for an introductory biotransport course – one that deals with the research on CBI, so students know why the course is taught as it is, one that emphasizes the analogies between momentum, heat and mass transport , 5 short modules that deal with biofluids, and three longer modules that deal respectively with bioheat and biomass transfer. Biomass
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Biotransport Modules (Diller)
Heart Lung Machine Generate Ideas Blood Doping Mucous Transport by Cilia Respiratory Air Flow Post Mortem Interval HLM #2 - Cooling During Cardiac Surgery Coffee Burns Domestic Hot Water Safety Standards Space Suit Thermal Design Membrane Diffusion Ken Diller uses some of the same modules in his introductory course and has developed several of his own, with more emphasis on bioheat transfer and less on mass transfer.
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Where can we find Biotransport Modules?
Powerpoint Modules And Resources: My modules and additional resources have been posted at vanth.org/biotransport and you are welcome to use them and modify them to your liking. Ken’s modules are not in powerpoint files, but he will be happy to share them with you. In addition, most of our challenges are included in our new textbook, Biotransport: Principles and Applications. So, the bottom line is that you don’t have to spend any time developing challenge-based modules. You can adopt and modify modules that already exist until you feel comfortable developing your own. I have two copies of the textbook here that I will pass out so you can browse through them. There are also order forms available at the front table for those who might want to explore it further or adopt the text for their biotransport courses. Don’t need to develop your own modules
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How can I cover the necessary material in my course if valuable lecture time is lost to student discussions? Now to the final objection to challenge-based instruction, “How can I cover all the material that needs to be covered if I use some class time for discussions rather than lecture? The answer is that students must get some information outside the classroom that was formerly covered in the classroom lectures. This would include outside reading assignments to obtain derivations and examples that cannot be included in lectures, and relevant homework problems can solidify what is covered in class. In short, you need a good resource that students can use outside the classroom. (click) Ken and I have designed this textbook to be such a resource.
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Why Another Biotransport Textbook? What’s Unique?
Introduces Students to CBI. Covers Momentum, Heat and Mass Transport and Emphasizes Analogies Between them. Provides Detailed Derivations. Provides Useful Challenges. Avoids Tensor Notation. Designed for Learning rather than Reference. Includes Properties of Biological Materials. Emphasizes Problem Solving Procedures. Includes Extensive Biotransport Examples.
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Examples Each example in the text begins with a highlighted problem statement and follows the same solution procedure throughout, starting with initial considerations, then system definition….
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Derivations We have attempted to show all intermediate steps in derivations so some derivations previously made in class lectures can be safely assigned as homework. The shortest derivation in the text, a one-dimensional mass balance, is shown here. It begins with a conservation statement in words, which is highlighted. The final result is also highlighted, but the intermediate steps are not.
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Textbook Organization
Fundamentals Of How People Learn Part I Fundamental Concepts in Biotransport Part II Part III Part IV Part V Biofluid Transport Bioheat Transport Biomass Transport The text is organized into 5 parts and a set of appendices. Part I introduces students to the fundamentals of How People Learn. Part II deals with the fundamental concepts in biotransport and the analogies between momentum, heat and mass transfer. Part III deals with biofluid transport, part IV with Bioheat transport and Part V with Biomass Transport. The Appendices include an extensive nomenclature section that contains the fundamental dimensions and SI units of all symbols used in the text and shows where that symbol first appears in the text. The appendix also includes physical constants, conversion factors, transport properties for standard and biological materials, and charts that can be used for transient conduction problems for slabs, cylinders and spheres. Appendices A. Nomenclature B. Physical Constants, Conversion Factors C. Transport Properties D. Charts for Transient Conduction & Diffusion
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Part II. Fundamental Concepts
Chapter 2 Fundamental Concepts System Definition Transport Scales Conservation Principles Transport Mechanisms Transport Coefficients Interphase Transport Chapter 3 Modeling & Solving Problems Theoretical Approach Empirical Approach
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Parts III, IV & V Organization
First Chapter: Basics Fundamentals Unique Transport Features Relevant Empirical Relationships Boundary Conditions Second Chapter: Macroscopic Approach Third Chapter: 1-D Shell Balance Approach Fourth Chapter: General Microscopic Approach
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Chapter Organization Introduction Context-specific Concepts
Summary of Key Concepts Questions Problems Challenges References
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Selected Biofluid Transport Topics
Blood Rheology Vascular Resistance, Compliance & Inertance Microvascular Blood Flow Flow in Collapsible Vessels Windkessel Arterial Model Osmotic Pressure and Flow Flow in Tapered & Permeable Vessels Pulsatile Flow in Arteries
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Selected Bioheat Transport Topics
Human Thermoregulation Thermal Dilution Methods Burn Injury Metabolic Heat Generation Biological Heat Exchangers Hyperthermia Laser Tissue Irradiation Wind Chill
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Selected Biomass Transfer Topics
Permeability Cellular Transport Gas Exchange Enzyme Kinetics Bioreactors Kidney Dialysis Pharmacokinetics Blood Oxygenators Electrical Charge
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Typical Uses The textbook can be effectively used in both traditional and challenge-based courses. It can be used for courses in biotransport, biofluids, bioheat or biomass transport. It can be used in introductory courses, upper division undergraduate courses, and graduate level courses.
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Taxonomy-Based Instruction
Start with a general principle, illustrate it with specific cases e.g., derive the Navier-Stokes Eq., then apply it to flow in an artery
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Challenge-Based Instruction
Start with a specific case: Students do not have sufficient background to adequately address the challenge on their own Design activities that bring in relevant portions of the taxonomy Build up to general principles
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Part I. HPL Fundamentals
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Appendices A. Nomenclature B1. Physical Constants
B2. Prefixes & Multipliers, SI Units B3. Conversion Factors C. Transport Properties Fluid properties Normal blood perfusion rates in tissue Thermal properties Mass transfer properties, solubility coefficients, partition coefficients D. Charts for Unsteady State Conduction & Diffusion
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Nomenclature
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Textbook Challenges Two bioheat transfer challenges from the text are shown here: The postmortem analysis (or determination of the time of death) and an actual lawsuit based on falsification of data from a Heart-Lung machine. So, the bottom line is you don’t have to spend any time developing challenge-based modules, you can adopt and modify modules that already exist
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Selected Fluids Topics
General Fluid Mechanics Biofluid Transport Newtonian & Non-Newtonian Fluids Conservation of Mass Conservation of Momentum Conservation of Energy Engineering Bernoulli Equation Laminar & Turbulent Flow Friction Factors, Friction Loss Internal & External Flow 1-D & 3-D Shell Balances Substantial Derivatives Stream Function Scaling Continuity & Navier-Stokes Solving Non-Newtonian Problems Rheological Properties of Blood Biorheology and Disease Blood Flow in Microvessels Blood Flow in Organs Vascular Resistance, Inertance Vascular & Lung Compliance Windkessel Arterial Model Flow in Collapsible Vessels Transmembrane Flow Osmotic Pressure and Flow Flow in Permeable Vessels Flow in Tapered Vessels Pulsatile Flow in Arteries 29
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Selected Heat Transfer Topics
General Heat Transfer Bioheat Transport Constitutive Relationships Conduction Convective Heat Transfer Radiation Heat Transfer Heat Generation Thermal Resistance, Biot Number Heat Transfer Coefficients Phase Change Lumped Parameter Analysis Compartmental Analysis Heat Exchangers Numerical Methods Graphical (Heisler) Solutions Human Thermoregulation Thermal Dilution Methods Flame Burn Injury Metabolic Heat Generation Biological Heat Exchangers Hyperthermia Laser Tissue Irradiation Heat Exchange in Tissue Wind Chill Factor Safe Touch Temperature Fire Shelter Design Heat Loss from Finger Low Temp Tissue Storage 30
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Selected Mass Transfer Topics
General Mass Transfer Biomass Transport Mass & Molar Concentration Phase Equilibrium Species Transport Between Phases Molecular Diffusion Fick’s Law, Single Phase Diffusive & Convective Flow Electrically Charged Species Chemical Reaction Internal & External Resistance Species Conservation Compartmental Analysis Mass Transfer Coefficients Superpositon Membrane Permeability Hollow fiber permeability Cellular Transport, Charged species Lung O2, CO2 Exchange Tissue O2, CO2 Exchange Enzyme Kinetics Immobilized Enzyme Devices Bioreactors Kidney Dialysis Pharmacokinetics Blood Oxygenators Transvascular Solute Transport 31
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Methods: Posttest vs. Pretest
1) Knowledge Questions: 6 multiple choice 2) Open Ended Problem Ken Diller and his colleagues conducted a study in biotransport that appeared in the Annals where student learning in four classes at three Universities was compared. Two classes were taught in the traditional lecture-based mode and two in the challenge-based mode of instruction. A test consisting of 6 knowledge-based questions and an open-ended question was given at the beginning and end of the course in each class. “Results showed … “Results show that HPL and traditional students made equivalent knowledge gains, but that HPL students demonstrated significantly greater improvement in innovative thinking abilities.”
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Innovation CBI Students in challenge-based biotransport classes showed an improvement in innovation, while students in traditional biotransport courses actually showed a decrease in innovation. The innovation score reflects … Innovation: This score reflects how effectively students apply their knowledge base and analysis tools to devise a wise strategy for solving a difficult open ended problem.
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Efficiency CBI Students in challenge-based biotransport classes showed substantial improvements in efficiency, while students in traditional biotransport courses were less efficient than at the beginning of the course. The efficiency score reflects … So, clearly, challenge-based instruction at the college level better prepares biotransport students to handle open-ended problems. Efficiency: This score reflects the ability of students to properly model the process by applying appropriate governing principles and constitutive relations.
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