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What we say is not what we do: Effective Evaluation of Faculty Professional Development Programs

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Enabling a culture of change: a life science faculty learning community promotes scientific teaching

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&quot; /&gt;&lt;/p&gt;</pre>

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Post Vision and Change: Do we know how to change?

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Preliminary categorization of literature promoting change in undergraduate STEM

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Beyond dissemination in college science teaching: An introduction to four core change strategies

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The ASM-NSF Biology Scholars Program: An Evidence-Based Model for Faculty Development

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Intro to the QUBES IME (Interdisciplinary Mathematics Education) group

Here is the ppt walkthrough of QUBES for communication and project management.

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Carrie Diaz Eaton onto ICME13 TSG22 presentatations

QUBES Poster Eaton TSG 22

This is the poster for QUBES presented by Dr. Carrie Diaz Eaton at the ICME13 Poster session for TSG 22.

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Carrie Diaz Eaton onto ICME13 TSG22 presentatations

International congress on mathematics education

Please note that TSG 22:Interdisciplinary Mathematics education has both posters and proceedings available on the ICME website.

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Implementing Demongraphy from Cememtery module (with a field trip!) in large-enrollment general ecology course

 

Institution/institution type:  University of Texas- Rio Grande Valley;  Large Primarily Undergraduate Institution; Hispanic Serving Institution

Course/Course format:  Ecology (BIOL 3409)-Upper division elective, Lecture/Lab

TIEE Module:  Cemetery Module

Quantitative skill focus: Data collection, presentation, and interpretation

I implemented the Demography from Cemeteries module in an upper level ecology course this past spring.  Although this is an upper level required course within the Biology Department  only prerequisites are basic biology and anatomy.   Preliminary assessment of the enrolled students suggest that they are not quantitatively grounded, many (66%) having yet not taken basic statistics or advanced math.  A majority (>50%) of the students were pre-med students.  As such, the course was a general course that focused on specific knowledge, skills, and abilities that help students with a better understanding and appreciation of how specific ecological concepts can be applied towards a better understanding of their world. 

The class had a total of 100 students enrolled--maxed out with four lab sections with 25 students each.  The class was in lecture-discussion format, meeting twice per week for 75 minutes each, and included a weekly lab of 2.5 hours. 

In general, the course was arranged in 10 discrete modules over the course of the 16 week semester.  The modules ranged from one to two class weeks, and ranged in topics from evolutionary ecology, biogeography, and in the example of this module, life history.  The primary objectives of this module was to develop skills in data collection, using the data to draw survivorship curves and build life tables to better understand life histories and survivorship in local human populations . Other objectives included familiarity with Excel in a scientific context, experience in selecting a data set, formulating and addressing questions .

The learning objectives for this module were as follows:

Knowledge

Life Cycles and Life History

Life Tables and Survivorship Curves

Skills

Collect and graph field data (excel)

Presentation skills (oral)

Teamwork skills

Attributes

General understanding of the differences of life history of different populations

Ability to apply this understanding to other organisms and in different contexts

The subject of life history was addressed across 2-1.25 hr lectures and 2-2.5 hr labs.  Students were expected to read the corresponding section in their digital textbook (Simutext).   Although it is difficult to lead an off-campus field trip (with 100 students across 4 labs), the graduate student TAs agreed to help pilot this exercise given that the cemetery was relatively close to campus.  The lab was conducted in two separate sessions:  Week 1:  a field trip  to a local cemetery located less than 2 miles from campus , and Week 2: short presentations from each pair or three student team of students.  The lab complemented content addressed in lecture, but was facilitated by GTA's.

I adapted the materials minimally (see attached), only to include more local relevance for the students.  For example, I included details about the specific cemetery that we were to visit, and modified the instructions so that they were specific to the course format (times, etc).

This module was offered early in the course (in the first month of the semester), and introduced the skill of developing and interpreting graphs based on quantitative data.  The students practiced this skill in the first mid-term (offered soon after this module) and again in the final exam.   

Students were asked to present their graph (product) to their peers in a 5 minute oral presentation during the second week of the lab portion of this module.  Students were asked to describe their comparison of life histories of two different populations Student presentations were evaluated by TA using a rubric (attached here).  

Later in the course, students were given a midterm that included demographic data of primate populations from which they were to draw survivorship curves (graded).  There were 4 questions that followed up on the interpretation of these curves comparing populations and implications of different factors that influence survivorship and life histories.

If possible, I would explore examining the implications of larger data sets by having students pick from a set of comparisons (male vs. female, Hispanics vs. non Hispanics, etc).  In this module, I had students do more of an inquiry based approached which allowed them to make comparisons between any populiations they wanted. Limiting the choice of comparisons may better take advantage of the large class size (~100 students) to see if more data can help improve understanding of the concept of life histories and introduce the idea of sample size in data collection.

I would also modify the module to include a discussion of what might of factored in to the survivorship of folks in the past, and how would that differ from factors that influence survivorship today.  The region is infamous for the highest rates of obesity and diabetes in the country, and such a discussion may add cultural relevance to this exercise, and might add particular appeal to the majority of students who aspire to be medical professionals

I think that this module worked well for me in a large class setting, but only because I was able to take the students out to the field.  I am not sure if it would have been less impactful by using archived data, because many students really enjoyed walking around and learning about their own histories.  Some students saw graves of people of local historical importance, or even graves of possible relatives.

 

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A primer on evolutionary trees

This is a really fantastic website that I use to help students understand how to read phylogenetic trees. I think it could provide some really useful background data for this exercise, particularly the parts on unrooted trees.

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Alison N Hale onto Resources for Phylogenetic Trees

Phylogeny.fr

Phylogeny.fr is a free, simple to use web service dedicated to reconstructing and analysing phylogenetic relationships between molecular sequences. 

This tool could be used in Exploring HIV Evolution, replacing Biology Workbench.

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HIV Problem Space

This links to the online version of Exploring HIV Evolution. The datasets are available for download as well. 

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Active Learning Not Associated with Student Learning in a Random Sample of College Biology Courses

Teaser from a Blog Post by David Gooblar. Click here to read the whole thing

Search for “active learning” on Google Scholar or JSTOR and you’ll find that such results are not at all surprising. Article after article confirms our new consensus: Get students active in class — whether by using group work or techniques like think-pair-share or by allowing students to decide important aspects of the course — and they’ll learn more.

All of which is why the title of a 2011 article fairly jumps off the screen: “Active Learning Not Associated with Student Learning in a Random Sample of College Biology Courses.” The study— led by Tessa Andrews, then a graduate student at Montana State University and now an assistant professor at the University of Georgia — runs counter to the bulk of evidence on the subject. But the nature of its findings have potentially great significance for teachers who want to take advantage of the benefits of active learning.

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Active Learning Intro Slides

This is the powerpoint that was used to kick off the discussion of active learning.

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Sam S Donovan onto Active Learning

NIH Information on HIV

This NIH series has information and figures explaining HIV on multiple scales. Topics explained include the HIV Life Cycle, Infection, Testing, Treatments, and Investigational Drugs. 

Two links are included, one to the active website and the other to a printable fact sheet. 

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General HIV Information

Links to suggested websites at the end of Exploring HIV Evolution

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Microbes Count!

A link to the Microbes Count! directory. Specific chapters and sections are mentioned in Exploring HIV Evolution

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HIV Life Cycle

A five-minute video describing the life cycle of HIV. HIV Biology is not discussed explicitly in Exploring HIV Evolution, but it is noted that students should have basic background knowledge in HIV Biology. 

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Double Immunity

A two-minute video discussing the mutation that makes some individuals immune to HIV. A background essay and three discussion questions are included as well. 

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Hayley Orndorf onto Teaching HIV Evolution

Analyzing evolutionary relationships requires that students have a thorough understanding of evidence and of how scientists use evidence to develop these relationships. In this lesson sequence, students work in groups to process many different lines of evidence of evolutionary relationships between ungulates, then construct a scientific argument for a particular set of relationships as modeled in a cladogram. Visual and verbal scaffolds are used throughout the lessons to address common...

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Craig Whippo onto Phlogeny

Designed to span 4 one-hour lectures, this module focuses upon developing the skill of thorough and critical reading of scientific literature. 

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Craig Whippo onto Nature of Science

It evolved over centuries to become the gold standard for conducting scientific inquiry. Yet many people – including some scientists – don’t fully understand it. Learn about the basis of how we explore our world in this episode.

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Craig Whippo onto Nature of Science

A Guide to Teaching in the Active Learning Classroom: History, Research, and Practice

A new Active Learning book that is getting good reviews

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Alison N Hale onto Active Learning

I used this module in a very small (4 student) sustainability minor capstone course, called "Sustainable Human Ecology". I did not need to introduce the quantitative skills to my students, since they were upper division, but I did review what the slope of a line represents. We read the most recent IPCC summary report for policy makers and a recently published opinion piece in Science on political agency (attached) during the ~2 weeks we discussed climate change in the course. I did not make any revisions to the TIEE module - my students were very motivated and excited to do this project. Since it was a small course, I had each student create graphs for 2 latitudes, and email the graphs and predicted change in temperature to me. I compiled all of the graphs/predicted changes into one document, which we discussed in class. Students then completed the attached handout on the project, after we had in-class discussion.

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