Showing posts with label data. Show all posts
Showing posts with label data. Show all posts

Wednesday, January 15, 2014

Why I'm off the Data Bandwagon

I'm a math guy.  Numbers appeal to me, and I tend to see the world in mathematical terms.

It's a blessing and a curse.  There's lots of problems that I face in my professional and personal lives in which thinking mathematically allows me to see things from a point of view that makes analysis, problem solving, and innovation easier.  I naturally see the connections between the beauty of art, music, architecture, science, literature, and math.

But, very few other people I know yell at their kids when the windshield wipers are on in the car because trying to calculate the number of wipes per minute for no reason while the kids are talking normally can be incredibly distracting.  And, I learned a long time ago that discussing math at a party is more dangerous to one's social standing than discussing religion or politics.  Partygoers rarely care that my favorite number is Phi.  It's as if me going on about it forever makes them think I'm irrational or something.
Image Credit:  Wikipedia

So, you can see why I was naturally attracted to the obsession with data that we've had in education for the past decade and a half.  Playing with numbers was fun.  Plus, there had to be a way to organize and analyze standardized test data into something meaningful that was good for students.

For years I was a data fanboy.   I've left that bandwagon behind, though.

What I've come to realize is that all the analysis, organization, debate, and discussion of data is meaningless if you are looking at the wrong data for what you are trying to accomplish.  Police departments don't check to see how many library books were checked out each month to reduce speeding on Main Street.

Here are a few of the realizations I grew into over time:

  • No matter what the standardized test data says, the best remedy for any shortcomings will always be better teaching and/or helping kids with rough home situations get their basic needs met.  Always.  As a teacher, there's a whole lot I can do about making myself a better teacher.  Unfortunately, despite my best efforts, there's often little I can do about the latter.
  • Looking at individual student scores on standardized tests is pretty much worthless.  If I'm Johnny's teacher and I don't know his weaknesses long before the state assessments, I'm not doing my job effectively.  Daily, in-lesson informal formative assessments should be giving me that information on a regular basis for every students so that I can meet each one's needs.  If I do know Johnny's weaknesses and strengths before the state tests, the assessment data won't tell me anything I don't already know.
  • If teachers in a district/school aren't regularly using the data from daily in-lesson informal formative assessments to make course corrections to their teaching and their students' learning, that's where a district should be focusing its resources - teachers should be discussing best practices, how to replicate amazing lessons, analysis of awful lessons, etc.  And they'll know what lessons are amazing and which ones bomb by whether or not kids learned as evidenced by the daily formative assessments they are giving.  Discussing test data until the cows come home isn't going to help those teachers learn better pedagogy. 
  • Standardized test data is useful for seeing curriculum gaps, large trends, and other more global issues in a school or district and it does have a use.  With that being said, focusing on standardized test data usually comes at the expense of focusing on formative assessment and pedagogy.  And the latter are the whole ball game when it comes to student learning.
  • Value Added Models used to measure student growth are junk science.  I've never had one person be able to explain to me in any kind of clear terms what the formula is for figuring out such models.  More importantly, anyone who's ever done a science experiment knows that your data isn't valid unless you can isolate a variable.  It is impossible to isolate a variable using these Value Added Models.  You can't isolate a teacher's effectiveness when you can't account for home situation, hunger, hormones, apathy, drug addiction, abuse, etc.  So, basing decisions based on this data is absurd.  Value added models are an attempt to quantify the unquantifiable.   
  • You value what you measure.  State tests do not and cannot measure the things our students most need to learn in school:  critical thinking, innovation, empathy, adaptability, and learning to love learning.  Focusing on standardized test data moves our values away from that which is most important for our students.
I guess I'm not truly off the data bandwagon.  I'm just off the test data bandwagon.  I still believe that data is incredibly valuable and should guide our decisions.  I just believe that the data we need to be looking at most is in-lesson formative assessment data that allows us to help each student grow in the best possible way.  Using that data to guide our decisions maximizes student learning.  

I know that fact is inconvenient for those still on the big data bandwagon.  You can't put every teacher's formative assessment data in a spreadsheet for all to see and discuss the way you can with state test scores.  And, trusting teachers to do their job seems like an unpopular position in today's educational climate.

Growth is hard, and change is messy.  If we really care about students learning more and being prepared for their futures, we'll start shifting our focus toward the data that really matters. 

Tuesday, February 5, 2013

This I Believe

Yesterday Chris Lehmann posted a list of his 10 core beliefs as an educator on his blog, Practical Theory.  He asked his readers to post their core beliefs.  After some self-reflection, here are mine. 

What are yours?

This I Believe
1.  The most important things we do as teachers:  the moments that our students will carry with them for the rest of their lives, the truly meaningful actions that define who we are as teachers – cannot be measured.  If you think they can then you don’t understand what we do.

2.  Learning to love learning is more important that any information with which we can try and fill a child’s head.

3.  Children are born learners.  They are naturally curious and creative.  Teachers should do everything in their power to avoid participating in practices that stifle that curiosity and creativity.

4.  Measuring learning is significantly less important than actually learning.  It should be done only when doing so when the measurement is helpful to the learner.

5.  Grades do not help students learn.  They help adults rank, sort, and judge students.  Students need meaningful feedback from others to learn.  Numbers and letters placed on top of a test are not meaningful feedback. 

6.  The decisions we make in schools should be based upon what is best for the children we serve and not upon what is popular with parents, politicians, colleges, and corporations.

7.  Teachers need to get better.  Every teacher should be pursuing the goal of improving as a professional.  Teachers should be models of life-long learning.  If we focused our energy on providing the support, resources, and inspiration for EVERY teacher to constantly improve instead of identifying and firing those teachers who are “bad” using sketchy test data, every student would benefit immensely. 

8.  Math is not a series of procedures to be followed in order to arrive at correct answers.  Some think they are not good at math because they couldn’t memorize procedure.  Others think they are great mathematicians because they could.  In reality, there are many great mathematicians for whom calculation is not a great strength.  And there are many great calculators who are not good mathematicians.  We need to change how we present mathematics to our students so that “school math” and “real math” are one and the same.

9.  We live in a time of ubiquitous technology.  Student learning should happen in an environment that reflects that fact, but technology is just the tool of our time.  Good teaching is not determined by the technology used but by the quality of the pedagogy.  The basis of good teaching has been the same for millennia, but it may look very different in the 21st Century than it did when Socrates was teaching Plato.  Just as the Socratic Method was grounded in inquiry, our pedagogy should be student centered and driven by inquiry.

10.  Decisions should be based on data, research, and experience.  Too often decisions are based on data that is most convenient to obtain, cheapest to gather, or cherry-picked to prove a political point.  This does a terrible disservice to our children.  Using data incorrectly is more harmful than not using it at all, and some things cannot be quantified.  Just because we cannot measure what is truly important (see #1) does not mean that we should put importance on what we can measure.   
 

Wednesday, May 2, 2012

The Most Important Things

Today I sat in a very productive meeting with colleagues and administrators trying to prioritize ways to improve what we do as a school district.  We looked at data, had philosophical discussions, and talked about what we can do to meet the needs of all students.

At the end of the day I was getting a few things together and another teacher asked me to speak to a student who had gotten in trouble a few times during the day.  Without going into details, he shared with me some of the issues he's dealing with at home, and explained how those frustrations are boiling over at school.  After listening to him and talking with him for a few minutes, he calmed down and wrote down some of the things he could have done differently.  It was a good conversation, and clearly one that he needed.

I realized that the most important thing I did at school today had nothing to do with data, philosophy, or a general discussion of "students." 

The most important things we do in school happen one student at a time. 

Friday, January 13, 2012

Friday's Five - Pre-service Teacher Education

Flickr/RLFilipkowski
So many of our teachers graduate from college and enter our schools woefully unprepared for the challenges and demands that come with the job.  I'm sure this is one of the reasons that 46% of teachers who enter the profession leave within 5 years. During this Tuesday's edchat on Twitter there was a discussion of how we could reform pre-service teacher education.   For the past few days I've been thinking quite a bit about my own undergraduate education, the discussions I've had with student-teachers with whom I've worked, and ways we could better prepare teachers before they are assigned their own classrooms.  Here are five ideas.
  1. Show pre-service teachers the benefits of professional networking.  Most schools have some sort of mentoring system for new teachers.  It's fantastic to have someone to go for when you need support and answers to questions that arise.  Unless you have a lousy mentor.  Wouldn't it be better to give our new teachers a network of thousands of educators who are happy to share, encourage, support, and collaborate?  How to build and collaborate within a Professional Learning Network (PLN) should be explicitly taught and modeled early on and encouraged throughout the teacher training process so that its utilization is second nature when new teachers are hired.
  2. Elementary education majors need more training in the understanding of math.  We do a great job of teaching kids ways to "do" math in elementary school, but we don't always do a great job of teaching kids to understand math.  Unfortunately, a lot of elementary teachers aren't comfortable with math.  It's not uncommon to hear the words "I could never pass the 5th (or 8th) grade math test" uttered in an elementary faculty room.  There is something very wrong with that.  Nobody would approve of a teacher who couldn't read on a 5th grade level teaching reading to our young students.  Conceptual understanding of math can't be taught at the elementary level unless teachers have a conceptual understanding of math. 
  3. Technology needs modeled and used within the learning process.  If we expect new teachers to teach 21st century skills using 21st century tools we need to create learning environments within their pre-service programs that allow them to experience what learning this way looks and feels like.  Nobody learns how to teach from a textbook.  Replace them with Livebinders, wikis, and other collaborative on-line tools.  College classes should have backchannel discussions going on, which are saved for later reference.  Students from different areas of the country (and world) should be collaborating on projects using technology.  If our pre-service programs were technology rich and brought into the 21st century it would be much easier for our new teachers to build learning environments that promote 21st century skills.
  4. Students should learn how to collect and use the data that matters to improve student learning.  This doesn't mean standardized testing data.  Standardized test scores come to us months after students take the tests and give little insight as to how to individualize instruction.  We need to train our new teachers in formative assessment techniques.  They need to know how to diagnose student learning within lessons and then use that data to guide their teaching.  Continually using formative assessment to identify what students have mastered a concept and using that information to find ways to help those who haven't has been proven to be one of the most effective ways to promote student achievement.  Teachers need to have this ability when they enter a classroom. 
  5. Replace student teaching with a medical style paid multi-year internship.  The current student teaching model allows for two 6 week placements and less than much less than 10 weeks of actual teaching.  It is impossible to learn enough in that time to be prepared for a profession.  New teachers should spend a minimum of two years practicing and learning to teach under the supervision of a master teacher.  They should get constant feedback and support.  These years of learning would benefit our new teachers as well as our students.
Do you think that your pre-service program prepared you for teaching?  If so, what components of that program were most effective?  If not, what would you change about it?  What strengths and weaknesses do you see in teachers entering the profession today?  Please share with us in the comment section below and pass the post along to others on Twitter, Plurk, Facebook, and Google+ so that we can hear many different opinions.  For an archive of past topics, check out the Friday's Five Page.

Monday, June 20, 2011

First Reflections




flickr/faungg

At the conclusion of a school year, it's natural and professional to look back at what you did right, what you did wrong, and what can be improved.  An honest reflection of our practices is the one of the most powerful tools we have in improving our craft as teachers.  Below are some things I've thought about in the past few days, now that I'm on summer vacation.

Here's what the standardized testing data says:  84% (16 out of 19) of my students passed the state reading test.  One student missed passing by one question.  The same student had passed in 4th grade by one question.  100% of my students passed the state writing test.  I was slightly surprised and very happy about that.  It's not a surprise that all of my math students passed the math test, but 2 students fell from "advanced" in 4th grade to "proficient" in 5th grade.

I've been pretty vocal (or whatever the blog equivalent is) about the evils of standardized testing.  The way we use tests to evaluate teachers, judge schools, and drive every aspect of our school day from recess to pedagogy has been devastating to our educational system.  However, standardized tests do have a small purpose in education.  Using the data generated to see students' strengths and weaknesses, and then help those students overcome their weaknesses has been done successfully for decades.  State assessments don't measure what's most important, but the data they generate shouldn't be totally ignored.

This year I think I did a good job at expanding my use of technology to effectively teach collaboration and creativity.  Our class wiki received over 15,000 hits during this school year alone and now has had visitors from 122 countries.  Most of those hits came from people searching Google or Bing for information and getting it from the content my students created.  That's a pretty powerful thing for a bunch of 10 and 11 year olds in a tiny town in Pennsylvania.

I demanded more critical thinking from my math class and saw more learning from this group than any other math class I've taught.  The results on the math final exam were excellent (all but one student scored a 91 or higher), but what really exited me was the one question I gave them after the final was over.  It basically asked, "Joe Smith ran his best mile in 6 minutes.  Later that month he ran his first 26 mile marathon.  How long did the marathon take him?"  Almost every one of my students resisted the urge to multiply 6 by 26 and added on time to account for fatigue.  They thought about the problem instead of just manipulating numbers.  (Thanks to Dan Meyer for that problem.)

As the Head Teacher in the building, I'm proud of the way our discipline program has continued to evolve and the leadership role that I've been allowed to take.  Our office discipline referrals fell 30.1% from last year.

I'm extremely proud of some successes that I've had with students in tough situations and personal triumphs that I've seen in some of our students in different aspects of their lives that I can't mention here.  If you are a teacher, you can imagine the types of situations to which I refer.

I continue to feel unsatisfied, however, with my pedagogical practices when I'm with my reading class.  I love teaching math and American history.  I can't say the same for reading, and I think that comes across to my students more than it should.  In math, I have the confidence to let the textbooks gather dust while I focus on good teaching and learning.  In reading, I don't have that same confidence.  I'm hesitant to stray from the textbook, although at the end of the year I used our wiki to create book clubs based on interest that went very, very well.  You can see the results here.

Since I am well aware that the best way to teach reading is in the content areas, I'm a bit disappointed in myself that I did less direct reading instruction this year within American History that I've done in the past.  Those subjects had a lot more separation between them than I would have liked.

I need to get better with passing control in the classroom to my students.  This is difficult for me.  I want my students to be able to work the way adults do.  Right now I'm typing in a comfy chair with my feet up.  Most of the time when I read it's while relaxing on the couch or lying on the floor.  When I do my taxes, I usually have a snack and a can of diet soda next to me.  But in my classroom, I demand that my students sit in those ridiculously uncomfortable blue plastic chairs for much too long.  They may have the snack they brought only at 9:30.  I think my students would learn more if I gave them more freedom, but I've found that hard to do.

Wednesday, June 15, 2011

What's Important



During the past few days I've been doing what teachers do at the end of the school year.  I've been cleaning out my classroom and analyzing standardized test data for the year.  It's been depressing.  I'm always at conflict when looking at the data because I know that doing poorly is bad for our school, and that putting a great deal of emphasis on the tests is bad for our students.  I want to see good scores, but I also want to not care about the scores. 

I was feeling this stress and conflict his morning when I started going through my e-mail account to see what could be deleted.  I came across the letter below that was sent to me from a former soccer player just before her graduation a few years ago.  I'm sharing it (without correcting mistakes) because it shows exactly what is important.  It's not test preparation.  It's not the ability to fill in the correct bubble on an answer sheet.  It's the skills that are needed in life. 

Thank you to all of the teachers, coaches, and administrators who are remembering what's important.
Dear Coach,
I wanted to tell you that because of you I am going to be just fine next year when I step out into the real world. Its going to be very hard for me, but I truly believe that because of what you taught me, how to be mentally strong, how to try to stay positive when there’s really nothing to look forward to but uncertainty, and to have the drive and passion to do what you enjoy, even if its not the ideal situation, and even to overcome obstacles beyond my control, that I am going to get where I want to go. I think that I more than any other person on that team know what "mental toughness" is. Everyone may have their own definition, but to me I don't think I could have learned a better lesson. I still think sometimes that it wasn't worth it, but then I realize that it was probably one of the only lessons I can apply to anything. Even though I wanted to quit, I didn't. Even though I felt that I was working towards nothing, I did it.  I want you to know, that you really are a good coach, and its not just because you can teach soccer to your players, but you can tech them lessons they can't learn in a classroom, or at least at the level they can on YOUR field. Thanks coach, for making me the dedicated, driven, and most hard working individual I can be, and for making me "mentally tough". Now I know what you meant... I know I have what it takes to make it in anything I do.
I'm forever grateful for everything you've taught me,
XXXXXXXXX

Friday, June 3, 2011

Friday's Five: Ways to Use Formative Assessment


Friday's Five is a feature every week where I pick a new topic and list five items that I think fit best.  Then I ask you, my readers, to share your thoughts in the comment section.  For an archive of past topics, check the Friday's Five page.  If you'd like to make suggestions about future topics or discuss topics I bring up on the blog with other readers, make sure you click the "like" button on the right hand side of this page to join A Teacher's Life for Me on Facebook.  Don't be shy about sharing the blog and Facebook page with others.  Each post has buttons on the bottom that allow you to share several ways, including e-mail, Facebook, and Twitter.


We've all had students that try blend into the background.  They are the students who never raise their hand, sit there silently when you call on them until you choose someone else, and go through the school year determined to participate as little as possible.

We've also all been in the situation where several of our students have failed a test when we thought they knew the content.  Even though we recognize that they haven't learned what they were supposed to, we often feel we have to move on because of the amount of material that needs to be taught in a school year.

Is there an easy way that we can make sure all of our students, even the ones who try not to participate, are learning?  Is there an easy way to determine whether our students really know content before testing them?

The answer to both of those questions is a unequivocal "YES!"  There are several types of formative assessment - long term (like semester or end-of-year), medium term (end-of-unit, etc), and immediate (in-lesson).  It's the daily, in-lesson, formative assessment that is most important to increase learning for all of your students.  It also allows you to diagnose where you need to change your instruction so that your students learn what they are supposed to before they are tested.

Formative assessment is a way to diagnose the patient, instead of waiting for the autopsy.

Here are five simple ways to start using formative assessment to ensure all of your students are learning:

  1. Get a set of individual white boards and have your students use them.  Have your students constantly show you that they understand what you are teaching them by showing you on their white board.  A quick glance around the room will tell you who understands and who doesn't.  Make sure the students that need more help get it.  
  2. Stop having your students raise their hand to answer a question.  When that happens, you only get an answer from one student.  Instead, have every student write the answer to the question in their notebook or on an individual white board.  Maybe have them share their answer with a partner, and let the partner write it down, or have each student record an answer in a VoiceThread or Blabber.  It doesn't matter how they answer, just make sure that every student is responsible for giving an answer and justifying it.
  3. Use exit cards.  At the end of a lesson, pose one short question to the class that deals with the day's lesson.  Have them answer the question on an index card and hand it to you before they leave.  Take a quick look at the cards.  If all the students knew the material move on to something else the next day.  If many couldn't answer the question correctly, start the next day's lesson with a review.  If some of the students need more help, build in an intervention into the next day's lesson.
  4. Demand that students tell you when they don't understand.  I've found that colored cups work well for this.  I stack a green, yellow, and red cup on each student's desk.  If they understand what I am teaching, they show a green cup.  If the cup is yellow, they need me to slow down.  If the cup is red, I need to stop and re-teach something.  How do I make sure that they are telling me the truth? If someone has a red cup, I choose someone with a green cup to do the re-teaching. 
  5. Let them give you a "thumbs-up."  During your lesson, ask a few yes-or-no questions of the class. Have them respond with a thumbs-up or thumbs-down.  You'll be able to quickly assess which students are not understanding your lesson.  
Lately we've heard a lot about "Data Driven Instruction."  Too often it means sifting through standardized test data.  The data we need to be using to drive our instruction is the data we get from formative assessment techniques like the ones listed above.  That data is easy to understand quickly and allows us to make changes immediately to ensure that our students learn.  Dylan Wiliam had a great way of putting it when I saw him speak.  His quote went something like this:  "Teachers who do not use formative assessment and then wonder why their students failed a test are like pilots that never make course corrections and then wonder why they ended up in Cleveland instead of Miami."

Now it's your turn to share.  Do you use formative assessment in your classroom?  How?  Do you have other techniques or ideas to share?  Leave your thoughts on these questions, or anything else you want to add in the comment section below.