Notes
Outline
Human Population Studies
An integrated computational science module in mathematics and science
Wheat Ridge High School
Wheat Ridge, CO
Two goals in design of module
Building the concepts of exponential growth (math) and factors influencing the growth of a population (science)
Building ability to use the tools (Excel, STELLA)
Two separate curricular objectives:
Sequentially construct meaning of scientific and mathematical concepts
Build tool use fluency
Features of our module
Map of daily activities in math and science (Designed for use by teacher, can also be used by students)
Links to sample Excel, STELLA files
STELLA2java pages demonstrating accurate model behavior
Concept-Building Sequence
Explore the concept with laboratory investigation (Yeast Lab/M&M Lab)
Identify and take apart the variables within the problem (Yeast post-lab)
Research variables affecting populations of six different countries (pbs.org/sixbillion)
Predict the effects of each variable on the concept (flowcharting)
Concept-building sequence (cont.)
Build simple models of human and yeast populations with the variables included (Excel and STELLA in map mode)
Evaluate the model and compare its behavior to actual relationships in nature
Formulate scenarios to investigate with the model
Tool fluency sequence
Draw the map the of concept and variables on paper
Translate relationship to Word
Research real numbers within the relationship
Define mathematical functions underlying the concept
Prepare Excel formulas and graphs using real numbers
Create low level Excel models to use in conjunction with STELLA
Tool fluency sequence (cont.)
Modify data to examine effects of changing variables on concept
Use TI-83+ Calculators to create mathematical models
Build a STELLA model of laboratory data using tutorial
Design a STELLA model of population data using acquired skills and mathematical functions using Excel models as foundation
Critique accuracy and meaning of mathematics behind model
Adjust model for maximum accuracy
Biology Features
Yeast growth lab explores variables influencing population growth
Exploration of socioeconomic factors influencing population growth
Creation of theoretical numbers to project changes in population over 100 years
Mathematics Features
Identifies five factors that affect population and describes those factors mathematically (low level models)
Creates an intricate model to explore how these factors affect population growth in relation to one another (primary focus is exponential growth)
Use model to change factors (low level models) and predict population growth
Assessment
Rubric for assessing cross-curricular modeling activities in unit
Project-based format for final student product
Pre and post assessment with separate rubric Statistical analysis from implementation of module (Nov.2001)
Slide 12