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Student understanding of species diversity in communities.
2011 Ecological Society of America Presentation
Laurel Hartley1, Brook Wilke2, Cornelia Harris3 and Jonathon Schramm2
UNIVERSITY OF COLORADO DENVER1, MICHIGAN STATE UNIVERSITY2 and CARY INSTITUTE OF ECOSYSTEM STUDIES3
Culturally relevant ecology, learning progressions and environmental literacyLong Term Ecological Research Math Science Partnership
August 2011Disclaimer: This research is supported by a grant from the National Science Foundation: Targeted Partnership:
Culturally relevant ecology, learning progressions and environmental literacy (NSF-0832173). Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily
reflect the views of the National Science Foundation.
Laurel Hartley1, Brook Wilke2, Cornelia Harris3 and Jonathon Schramm2
UNIVERSITY OF COLORADO DENVER1, MICHIGAN STATE UNIVERSITY2 and CARY INSTITUTE OF ECOSYSTEM STUDIES3
Student understanding of species diversity in communities.
Why do we need biodiversity?Learning Progressions for
Environmental Literacy
• Biodiversity is rapidly declining
Why do we need biodiversity?Learning Progressions for
Environmental Literacy
• Species perform vital ecosystem functions/services.
Why do we need biodiversity?Learning Progressions for
Environmental Literacy
• The more diverse a population or community is, the more resistant it might be to perturbations like disease
Why do we need biodiversity literacy?
How much do citizens need to know How much do citizens need to know to make sense of the information in to make sense of the information in
popular media and policy?popular media and policy?
How can a reader decide whether to How can a reader decide whether to trust claims, especially when reports trust claims, especially when reports
are contested in popular press?are contested in popular press?
Should we expect citizens to make or Should we expect citizens to make or accept changes in policies that affect accept changes in policies that affect
them on the basis of simplified them on the basis of simplified popular media, leaving “technical popular media, leaving “technical
details” to the experts?details” to the experts?
Learning Progressions for Environmental Literacy
Goal of our Work
• Develop a grades 6-12 learning progression for biodiversity
– selection and evolution
– inheritance and plasticity
– recognition of biodiversity
– community structure
– community interactions
Learning Progressions for Environmental Literacy
Our working definition of a learning progression
Compatibility with current research: built on findings of the best research about both student learning and scientific thought
Conceptual coherence: “make sense”/ tell a reasonable story
Empirical validation: grounded in empirical data about real students
Learning progressions are descriptions of increasingly sophisticated ways of thinking about a subject.
Community/Ecosystem
SuccessionCommunity AssemblyFood Webs
1. Dispersal/Movement2. Abiotic conditions/resources3. Interactions between and among organisms4. How organisms interact with one another affects how they change themselves and the environment in ways that then change the nature of the interactions between those organisms
Learning Progressions for Environmental Literacy
Upper Anchor Framework
Scale Processes Principles
Individual Life cyclesSeasonal cycles
1. An organism’s physical traits and behaviors are the result of genes being expressed within a determined range, moderated by the environment 2. Matter and energy are necessary for life cycle processes 3. Matter and energy are transformed as they are used by biota for life processes
Population Evolution 1. There is phenotypic and genotypic variability among individuals in and between populations2. Matter and energy are finite and limit the growth of populations3. There is differential survival and reproduction in populations based on fitness of traits and chance4. Dispersal of individuals into and out of a population can change the populations size and/or gene frequencies
Methods
Define ContentArea
Observe patterns in student thinking (literature search and pilot studies)
assessments teaching experiments
Construct a model about we how think students progress
Revise the model
Test the model
Learning Progressions for Environmental Literacy
Methods
Written Assessments (MD, NY, CO, MI, CA)
Learning Progressions for Environmental Literacy
School Level Tests (2011)Pre Post
Tests(2010)
Interviews (2010)
Middle School 587 401 698 58
High School 325 286 672 47
Teachers 50 32 38
Methods
Written Assessments (MD, NY, CO, MI, CA)
Clinical Interviews(MD, NY, CO, MI, CA)
Learning Progressions for Environmental Literacy
School Level Tests (2011)Pre Post
Tests(2010)
Interviews (2010)
Middle School 587 401 698 58
High School 325 286 672 47
Teachers 50 32 38
Methods
• Created rubrics for each item based on a small set of student answers
• Tested rubrics with 30 student answers each, then refined rubrics• Used rubrics to code (i.e. - assign categories to) interview data
– Refined rubrics– Eliminated unreliable questions
• Coded remaining student written answers with refined rubrics– 10% of answers were coded by multiple coders– Less than 80% reliability led to another round of developmental
coding• Item Response Theory (IRT) analysis is on-going
Learning Progressions for Environmental Literacy
Learning Progressions for Environmental Literacy
Recognition of DiversityThe forests of the northeast United States look a lot like the forests in northern Europe. They have similar-looking trees and similar-looking animals.
If you took a bunch of seeds from a European forest and planted them in a northeast United States forest, what do you think would happen? Please explain why. (n=398)
Community (Dis)Similarity
4 Some seeds would survive, some would die due to individual variation and varying environmental conditions.
3 Recognizes diversity among seeds; not all the seeds are the same in terms of traits / characteristics, but no reference to environmental conditions
2 The seeds would all grow or die learning to adapt/evolveOR because of climate or soil or weather are different
1 The seeds will all grow OR the seeds would all die (no diversity in seeds or environment)
Learning Progressions for Environmental Literacy
Recognition of DiversityP
ropo
rtio
n of
Ans
wer
s
The forests of the northeast United States look a lot like the forests in northern Europe. They have similar-looking trees and similar-looking animals. B. If you took a bunch of seeds from a European forest and planted them in a northeast United States forest, what do you think would happen? Please explain why. (n=398)
Learning Progressions for Environmental Literacy
Function of DiversityA forest typically has several different types of trees. Why are there several types of trees instead of one best-adapted type of tree? (n=71)
Prevalence of Diversity
4 Accounts for variation in space or time leading to multiple niches AND talks about how various species dispersed into the forest
3 Uses adaptation or niche diversity to explain how variation in space or time leads to multiple niches OR talks about how various species dispersed into the forest
2 Uses the words adapt/niche/natural selection but doesn't explain what that means OR because of the climate/weather OR because there are lots of seeds
1 Variations on “that is the way it is,” OR humans or other organisms need tree diversity
Learning Progressions for Environmental Literacy
Function of DiversityP
ropo
rtio
n of
Ans
wer
s
A forest typically has several different types of trees. Why are there several types of trees instead of one best-adapted type of tree? (n=71)
Learning Progressions for Environmental Literacy
Function of DiversityP
ropo
rtio
n of
Ans
wer
s
Beech and maple seedlings grow well in shade. Cottonwood seedlings, on the other hand, grow better with more sunlight. Here is an explanation of how a forest grew on a sand dune over 150 years. Use the information above to help you explain why after 80 years, the tallest trees were cottonwood, but after 150 years, the tallest trees were beech and maples. (n=243)
Interactions Item
Oysters are filter feeders that live in the ocean and eat plankton (microscopic floating plant-like organisms).
a)What kinds of things do you think could cause a change in the amount of plankton in the water?
b)Explain how oysters and plankton interact with each other. Think about how one organism might help or harm the other.
c)If the number of oysters decreases, how might that impact the plankton population? What else would you need to know to feel confident about your answer?
d)What kind of information would you need to figure out how a decline in oysters might affect other parts of the ecosystem, besides the plankton?
Learning Progressions for Environmental Literacy
Interactions Rubric
Biotic
BioticBiotic
BioticBiotic
BioticBiotic
Biotic Biotic
Biotic4
Explains connections between abiotic and biotic
3
Explains multiple connections but still focuses on biotic
2
Predator-prey
1 Target organism or multiple unconnected organisms
Learning Progressions for Environmental Literacy
Interactions ResultsOyster InteractionsN=127 high school students, 161 middle school students, 120 teachers
Learning Progressions for Environmental Literacy
Teaching ExperimentBiodiversity: Diversity in a Leaf Pack– Getting kids outside, engaged and exploring
diverse taxa (macro and micro)– Grounding experiences in their local place
Students will:1) learn how biotic and abiotic conditions affect the
presence/absence of different stream taxa in leaf packs
2) understand that an organisms’ feeding activities influence the abiotic environment, and that the abiotic environment can influence the presence/absence of organisms
Learning Progressions for Environmental Literacy
Biotic-Abiotic-Biotic Question
Look at the pictures above and decide which one you want to answer questions about. Which one would you pick?a) What does the living thing you picked eat? How does it get its food?b) What abiotic (non-living) factors does it change as it gets its food? c) What kinds of living things would be affected by the changes you described in Part B? d) In what way would the living things you listed in Part C be affected?
Learning Progressions for Environmental Literacy
Biotic-Abiotic-Biotic Question
N= 181 middle school students, 78 high school students
Learning Progressions for Environmental Literacy
Middle School High School
Summary
• Most students identify some basic types of visible organism groups (level 1) or more specific common groups (level 2), but aren’t often able to describe individual species, particularly those that aren’t visible to the naked eye.
• Many students recognize that species have different traits or functions, but don’t link these differences to descriptions of species diversity in ecosystems.
• Predator-prey (and other biotic) relationships are the most common
• Students see the connection between the environment and an organism, but fail to recognize the possibility that organisms may be changing the environment
• Students can list multiple abiotic factors, but don’t usually explain how those factors are connected to the food web
• Students may need more content to get to a level 4 answer, which may not be possible with a written assessment.
Learning Progressions for Environmental Literacy
Re
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Questions?
Thanks to:
(NSF-0832173)
• Partner teachers & students• Intrepid team of coders & developers• Shawna McMahon
• Contact:[email protected]@msu.edu