Thursday, February 24, 2011

Constructed Response and Reliability in Grading.

I currently teach a class called CIS (College in the Schools) Physics. This course is identical to the University of Minnesota course Introduction to College Physics: Phys 1101W, including the college credit/transcript that students receive for competing the course. Recently the high school teachers involved in the course got in a small discussion about grading. We had received little to no training on how to correctly grade Exams and Labs, the two main sources of the course grade (85% between the two categories). I proposed that we spend some time at the summer workshop working on grading consistently. The ‘U’ professor in charge of the CIS piece replied that the Physics Education Research group at the ‘U’ had done some research on the exams in particular. They gave a variety of TA’s (that’s who grade the exams there) exams with a rubric and got a wide range of scores. They repeated the process with a more refined rubric with little to no improvement in the range of scores. It seems that even physics problems, which are basically math problems (there is one ‘right’ answer), grading is basically subjective because of the differing levels of partial credit for a response. The saving grace at the ‘U’ is that they have one TA grade one problem for all students, so that there is consistency among that one problem. However, this obviously doesn’t help year to year variation. I found it interesting that even at the University, in a relatively popular course with a seemingly rock-solid answer scheme, subjectivity is still a significant problem.

Here is example of a question that is phrased poorly. The context of this problem is that a bullet is smashing into a block of wood, which then slides along a surface, eventually coming to a stop due to friction.

Find the velocity of the block after the bullet smashes into it.  

I (and the rubric-Creator) had pictured that students would apply conservation of momentum for the time while the bullet and block were colliding to find the desired velocity, and was grading as such. However, it is just as valid to apply conservation of energy, working backward from the time the block comes to a stop. In fact, given that we know the distance the block slides and we do not know the initial velocity of the bullet, it actually makes more sense to start the problem this way and solve in reverse.

So I ended up giving my students who solve the problem in reverse full credit as it was completely valid based on the wording of the problem. For next year the wording will change to Find the velocity of the block after the bullet smashes into it in terms of the masses of each and the initial velocity of the bullet.  To do so they will have to apply conservation of momentum. I would just leave it ambiguous and solve it either way, but the next question is about the energy part of the problem.

Now a note on completion type problems. I (and the ‘U’) have long used multiple choice to assess some of the concepts involved in physics. After studying the benefits of completion type problems (Ooserhof, Conrad, & Ely, 2008), I am thinking of switching some of my MC questions to completion. The nice thing about completion, when done correctly, is that learners have to actually construct the answer themselves. Take, for example, a question relating to the previous sitiuation.

A bullet smashes into a block of wood. If one knows the final velocity of the wood and the masses of both the wood and the bullet, the speed of the bullet can be found by applying the physics principle of _________________. (Law of Conservation of Momentum)

This is useful in determining whether students understand when to use a particular physics ‘tool,’ which is a common problem for students. One must be careful not to phrase the question poorly;

A bullet smashes into a block of wood. One should use __________ to analyze this situation.

As we have spent time studying the efficiency of such collisions, it is plausible (and somewhat correct) for a student to reply with efficiency or energy disipation or even energy conservation, if the energy dissipated is included in the energy conservation equations (note: it would be impossible to tell if a student was in fact including energy dissipation this from their answer, another reason it is a bad question).

As a STEM educator I believe it is important that I spend the time to create quality questions that assess students on the content that matters and to minimize subjectivity as much as possible. It is definitely a journey that often can only be followed through the trial and error process.

Source
Ooserhof, A., Conrad, R.-M., & Ely, D. P. (2008). Assessing Learners Online. Upper Saddle River, NJ: Pearson Education, Inc.

Saturday, February 19, 2011

Wikis in STEM education

Introduction
Wikipedia blew conventional encyclopedias out of the water with its launch in 2001. I personally have jumped on the wiki bandwagon both in concept and in practice. This entry hopes to fulfill two purposes; first, to give some evidence for the credibility of wikipedia as a source, and second, to show how wikis can be used in the classroom. 


Evidence of realiability
In 2005 the science magazine Nature performed a comparison between Encyclopedia Britannica's online entries and Wikipedia's entries (abstract here). Nature picked 50 topics within science and asked experts in the field to review and blindly compare the articles. These experts outlined the mistakes found in each article (a list can be found here). Overall results were that "Wikipedia comes close to Britannica in terms of the accuracy of its science entries" (Giles, 2005). 


Steve Jobs called Wikipedia one of the most accurate encyclopedias in the world (Richardson, 2010). The Denver Post had experts to review entries in their field of study, and four out of five found it to be accurate (Richardson, 2010). Halavais (2004) created errors on Wikipedia pages, all of which were fixed within hours. I had a personal friend who performed this same mini-experiment circa 2007, and he found the errors to be fixed within minutes. 


The point is that the crowd is actually a knowledgeable and accurate source of information, provided the sample size (number of viewers and editors) is high. Most people would agree that even the 'unbiased' media has significant bias in what they choose to report as well as how the present it, making the read-write web an important place where one can read multiple viewpoints. 


Classroom Use
I encourage my students to use Wikipedia as a quick reference for any kind of information as well as a start to general research about a topic. In any type of research paper multiple sources and viewpoints must be explored, so I don't see why Wikipedia can't be part of that variety. 


I am more interested, however, in the use of Wikis for classroom creation and compilation of information. I use PBworks for my classroom wiki, which is used to compile, summarize, and comment on current research in Physics. Here are some links to screenshots of parts of my classroom wiki: Introduction Page, Class Page, A summary post, and comments on the summary post. I know that many teachers use Wikispaces, and there are other platform options as well. 


I have generally been extremely impressed with the discussions my students have on their wiki page. I would like to expand the wiki in the future to include a comprehensive review/outline of course material for use studying for exams and the final, as well as for discussing and posting other information about Physics. 


I believe that STEM education can benefit from the wiki particularly because of its collaborative nature, in that Science classes could communicate with Math classes, or any other combination of classes, to collect data, discuss analysis, design products or projects, or whatever else someone dreams up as a collaborative, interdisciplinary project.  


Other examples of classroom wikis
Biology: http://mrsmaine.wikispaces.com/
An interdisiplinary, global collaboration project: http://flatclassroomproject.wikispaces.com/
Wiki as a study guide in economics: http://welkerswikinomics.wetpaint.com/


Sources
Giles, J. (2005). Special Report Internet Encyclopaedias go head to head. Nature, 438, 900-901.
Halavais, A. (2004, August 29). The Isuzu Experiment. Retrieved February 19, 2011 from http://alex.halavais.net/the-isuzu-experiment 
Richardson, W. (2010). Blogs, Wikis, Podcasts, and Other Powerful Web Tools for Classrooms. Thousand Oaks, CA: Corwin.

Tuesday, February 8, 2011

Welcome

Welcome to the STEM Ed Tech blog. It is my hope that this will become a useful source for teachers of STEM to find technology tools, reviews, and ideas for classroom use. I currently teach Mathematics and Physics at the High School level, in addition to advising and helping with our schools Project Lead the Way (PLTW) Engineering Curriculum. I have a M.Ed in Science Education and I am working on completing a M.S. in Educational Technology. I have a passion for helping students learn through experience, and I have found that best practices in Educational Technology help students learn to learn. 
Thank you for reading, and here's to the start of a new adventure!