The ChemCollective Virtual Lab and Other Online

Slide1 : The ChemCollective Virtual Lab and Other Online Materials David Yaron, Michael Karabinos, Jordi Cuadros, Emma Rehm, William McCue, David H. Dennis, Donovan Lange, Rea Freeland Department of Chemistry, Carnegie Mellon University Gaea Leinhardt, Karen Evans Learning Research and Development Center, University of Pittsburgh

Materials : Materials Virtual lab Mixed reception murder mystery Online course in stoichiometry

Learning challenges and interventions : Learning challenges and interventions Promoting flexibility and applicability From mathematical procedures to chemical phenomena (use in chemistry) Virtual laboratory From chemical phenomena to real world (transfer to real world) Scenario based learning Promoting coherence “Big picture” of chemistry

Use in chemistry: Virtual laboratory : Use in chemistry: Virtual laboratory Flexible simulation of aqueous chemistry New mode of interaction with chemical concepts Ability to “see” inside a solution removes one level of indirection in chemical problem solving

Installing the Virtual Lab : Installing the Virtual Lab Ways to run the lab in your classroom From www.chemcollective.org From CD-ROM Feel free to make copies of the CD yourself, or request packs from us Install on your local computer system

Options for introducing the lab to your students : Options for introducing the lab to your students Demo the lab in class Show how to pour Show information available in the viewers Show how to use the “load homework” menu item Ask students to watch the brief video demonstrating how to use the lab Ask students to do the step-by-step walkthrough A basic user guide with instructions for using each feature of the lab is also available

A survey of Virtual lab problems : A survey of Virtual lab problems Current topic list Molarity - Stoichiometry Quantitative analysis - Chemical equilibrium Solubility - Thermochemistry Acids and bases Problem types Predict and check Virtual experiment Puzzle problems (open-ended and inquiry based experiments) Layered problems

How to use in your classroom : How to use in your classroom During recitation As take-home work Pre- and post-labs Lab make-ups Supplement to in-class demonstrations

Predict and Check : Predict and Check Students use the virtual lab to check the results of a pencil-and-paper calculation or qualitative prediction Potential benefits Encourages students to see connection between calculations/qualitative predictions and an experimental procedure Design of the appropriate experiment can be challenging Observations indicate that the shift from paper and pencil to lab activity can be difficult for students Students can make use of intermediate results in locating errors

Predict and Check : Predict and Check Traditional calculation Thermochemistry/Coffee: Calculate the amount of 100C milk that must be added to 250ml of 95oC coffee to lower its temperature to 90oC. Check your answer in the virtual lab. As part of design activity Thermochemistry/Camping 3: Using the virtual lab, create two solutions, initially at 25°C, that, when mixed together in equal volumes, cause the temperature of the mixture to increase from 25°C to 60°C Can be done as predict and check, but is often done in iterative process with some predict and check steps

Virtual Experiments : Virtual Experiments Students who could perform the textbook procedure had difficulty designing the experiment, and needed help from a human tutor. The procedure is not triggered in response to relevant prompt The Virtual Lab format prevents students from using strategy of matching words to equations See also: http://iry.chem.cmu.edu/oldlab/ for unknown acid with feedback Typical textbook problem “When 10ml of 1M A was mixed with 10ml of 1M B, the temperature went up by 10 degrees. What is the heat of the reaction between A and B?” Virtual Lab problem Thermochemistry/Camping 1: “Construct an experiment to measure the heat of reaction between A and B?” Students generate and interpret data in the chemistry virtual lab program

Puzzle Problems : Puzzle Problems Stoichiometry/Oracle 1 and 2: Given four substances A, B, C, and D that are known to react in some weird and mysterious way (an oracle relayed this information to you within a dream), design and perform virtual lab experiments to determine the reaction between these substances, including the stoichiometric coefficients. You will find 1.00M solutions of each of these chemical reagents in the stockroom.

Oracle Problem Observations : Oracle Problem Observations Intent was to give practice with determining reaction coefficients A + 2B  3C + D Observation When A is mixed with B, some A remains, so the reaction must be: A + B  C + D + A Reveals misunderstanding of limiting reagent concept (even though they could easily perform textbook limiting reagent problems) This may be a good opportunity for an Elicit-Confront-Resolve instructional strategy

Layered Problems : Layered Problems A set of activities involving the same chemical system, but modeling the system with varying levels of complexity and approximation. The approximations can either be removed or invoked as one moves through a series of problems. These interconnected layers, particularly with the addition of structured debriefing, invite students to reflect on how the removal or an addition of an assumption changes both their problem solving approach and the predicted results.

Layered Problems : Layered Problems Acid Mine Drainage Scenario treats river at three levels As distilled water at room temperature As distilled water with seasonally-varying temperature As a buffered solution For all three models, student discuss factors influencing amount of Fe precipitated in the river bed See http://iry.chem.cmu.edu/AMD/

Authoring a virtual lab activity : Authoring a virtual lab activity Add chemical species and reactions (if desired) Can create “fictional” proteins, drugs etc. Create Stockroom Solutions Specify available functionality Viewers For example, turn off “Solution Contents” for exercises involving unknowns Transfer mode Precise: student enters exact amount to transfer Facilitates comparison with paper and pencil problems Realistic: simulates accuracy attainable in real lab Forces student to use correct apparatus (buret for titration) Significant figures transfer mode Teaches relation between experimental technique and accuracy HTML problem description can be included

Transfer to real world: Scenarios : Transfer to real world: Scenarios Scenario based learning Embed the procedural knowledge of the course in a scenario that highlights its utility Scenarios that touch down at various points in the course may promote coherence

Traditional course structure : Traditional course structure CA state standards Standard 1 Atomic and Molecular Structure Standard 2 Chemical Bonds Standard 3 Conservation of Matter and Stoichiometry Standard 4 Gases and Their Properties Standard 5 Acids and Bases Standard 6 Solutions Standard 7 Chemical Thermodynamics Standard 8 Reaction Rates Standard 9 Chemical Equilibrium Standard 10 Organic Chemistry and Biochemistry Standard 11 Nuclear Processes Chemistry AP exam guide’s are similarly structured around chemistry topic list

Domain analysis : Domain analysis Evidence of the domain as practiced Nobel prizes for past 50 years NY Times Science Times for 2002 Scientific American News Bites for 2002 Evidence of the domain as taught CA state content standards Best selling textbooks

Domain map: The big picture : Domain map: The big picture EXPLAIN ANALYZE SYNTHESIZE Hypothesis Generation Hypothesis Testing Goal (What do you want to know?) Process (How to determine what you have) Functional Motifs Structural Motifs Assembly Motifs TOOLBOX Representational Systems Quantification Systems

Comparison : Comparison Domain as practiced Scientific literature spread equally between these three subdomains Domain as taught Textbooks and standards found only in Toolbox and Analyze subdomain

Full domain map : Full domain map

Domain map as basis for course design : Domain map as basis for course design Guide development of scenarios Ensure distribution at both upper and lower levels Mediate conversation between traditional and reformed course Encourage students to reflect on how the course concepts fit into chemistry as a domain

Scenarios: Examples : Scenarios: Examples Mixed reception (molecular weight, stoichiometry) Cyanine dyes binding to DNA (equilibrium, Beer’s law) Meals read-to-eat (thermochemistry) Mission to mars (redox, thermochemistry) Arsenic poisoning of wells in Bangladesh (stoichiometry, titration, analytical spectroscopy) Ozone destruction (kinetics)

Mixed Reception : Mixed Reception

Support for problem solving : Support for problem solving Based on hourglass view of problem solving Initial problem analysis and selection of procedure Implementation of computation or procedure Reflection on problem Solving efforts

Pseudotutors : Pseudotutors Mock up of pseudotutor for creation of ICE table in equilibrium calculations. Student has entered the data in the boxes, and the system turned “+2x” red to indicate an error. Feedback on this error is provided if the student clicks the hint button. (May be extended to include making approximations on x for large and small K.)

Fading : Fading Determine target PH Determine target [A-]/[HA] Construct solution with target [A-]/[HA] F S Path 1 Path 2 Path 3 Schematic representation of scaffolding for the virtual lab activity: “Create a solution that will cause the side chain of a protein with pKa=8.2 to be 75% ionized”. Ovals represent episodes (pseudotutors or templated feedback) in support of specific goals or subgoals. Support is added/faded by switching paths. Determine solutions and volumes mixed.

Structured dialogues : Structured dialogues Initial problem analysis Categorize information as given or requested Drawing of diagrams that summarize problem statement and goals (ala Bodner) Where does this problem lie in the domain Explanation: Which of the conceptual frameworks do you think may help explain this phenomena? Analysis: Are you being asked for a qualitative or quantitative analysis? Synthesis: Which of the following processes do you think is most likely to work here?

Structured dialogues : Structured dialogues Debriefing dialogues See the big picture How does the current activity fits into the domain of chemistry? Cluster knowledge How is a particular problem like other problems you have done? Distinguish knowledge What is unique about this problem in term of technique, theory, principles, or circumstance? Linked problems (such as layered problems) Promote clustering and distinguishing knowledge

Stoichiometry review course : Stoichiometry review course Basic tools of stoichiometry Significant figures Unit conversions, including Avogadro’s number Molecular weight/ molar mass Composition stoichiometry Solution concentration Empirical formula Reaction stoichiometry Stoichiometric conversion and percent yield Limiting reagents Titration Analysis of mixtures

Stoichiometry review course : Stoichiometry review course As in Bangladesh groundwater Measurement of As concentration Remediation Challenges facing modern analytical chemistry

Stoichiometry review course : Stoichiometry review course Go to http://oli.web.cmu.edu Click on “Need an account?” Fill out the forms and hit continue Opt in or out of the study Register for the course by putting “stoichdemo” in for the course admit code Next time, you only need to login in with your username and password to access the course

Middle school through high school: Big Concepts : Middle school through high school: Big Concepts Structure Relation to properties Functional group Emergent properties (bonding pattern  molecular interactions - 3 d structure) Transformation Physical transformations and chemical reactions Energy and motion Heat Molecular motion Built with styrofoam balls, magnets, and then put on a vibrating table Water, gold and plastic

The ChemCollective : The ChemCollective Build community around a specific educational goal Digital Libraries can combine expertise through remote and asynchronous collaboration Digital Libraries can support an iterative development process Ways to participate Use activities and give feedback Participate in assessment studies Modify and create activities Discussions around activities and topics

Student opinion data : Student opinion data Student surveys (data is % response) Attitude towards virtual lab correlates strongly with confidence measures (R2=0.82) Confidence does not correlate to performance (R2=0.01)

Assessment : Assessment Study at Carnegie Mellon Second semester intro course, 150 students Information used Pretest 9 homework activities 3 hour exams 2 pop exams (practice exam given 5 days before hour exam) Final exam

Correlations : Correlations

Structural equation model : Structural equation model PT EX1 H1 H2 H3 EX2 PEX2 PEX3 C-ACH

Pittsburgh Science of Learning Center (PSLC) : Pittsburgh Science of Learning Center (PSLC) Bring learning scientists and chemistry educators together Goal is controlled studies in real classrooms What is the best balance of worked examples and problem solving? What is the correct level of feedback? How far down the garden path should you let them wander? What role does dialogue play in student learning? Actively soliciting instructors for studies in 2006

Current and Previous Team Members : Carnegie Mellon Michael Karabinos Jordi Cuadros William McCue David H. Dennis Emma Rehm Rea Freeland Donovan Lange D. Jeff Milton Tim Palucka Jef Guarent Amani Ahmed Giancarlo Dozzi Katie Chang Erin Fried Jason Chalecki Greg Hamlin Brendt Thomas Stephen Ulrich Jason McKesson Aaron Rockoff Jon Sung Jean Vettel Rohith Ashok Joshua Horan LRDC, University of Pittsburgh Gaea Leinhardt Karen Evans Baohui Zhang Current and Previous Team Members

Fictitious chemicals : Fictitious chemicals Protein-drug binding Add 3 species: Protein, Drug, Protein:Drug Add reaction: Protein + Drug  Protein:Drug Thermodynamic properties Protein + Drug  Protein:Drug DHfo 0 0 DH S0 0 0 DS Determine DH and DS from K at two different temperatures

Fictitious chemicals : Fictitious chemicals Add a new acid Add 2 species: HA, A- Add reaction: HA  H+ + A- Thermodynamic properties HA  H+ + A- DHfo DH (H+) DH (H+) DH S0 So (H+) So (H+) DS Determine DH and DS from K at two different temperatures We also have a “Chemical Database Management System” that will generate thermodynamic data from a list of K’s etc.