4 Tools I am Pumped to Try

Another great week with Discovery Education is over, and I was happy to share some fun math resources to the Fellows at the Siemens STEM Institute. But being a team lead doesn’t mean that I’m not learning as well – here are 4 great online resources I had a chance to try out this week, and look forward to using in my classes to increase engagement.

Kahoot – create fun quizzes for your class with this tool. You broadcast the questions one at a time, and students earn points based on their speed on correct answers. Keeps class-wide leaderboards. Kahoot

ThingLink – annote pictures with information, and share your works digitally. Provide information about key aspects, or external links to share additional information. Here is my first attempt, using a sampling distribution example as the context.  Click the link to try it out!


Plickers – load the applet, print out the pre-made response cards, and prepare for a quick, engaging formative multiple-choice assessment.  By scanning the room with the app, you pick up student responses, which can then be linked to students if you choose.


Answer Garden – billing itself as a “minimalistic feedback tool”, Answer Garden allows students to share briefs thoughts on a topic you choose, then gathers the results in a word wall.  Here is how I used this as a potential class bell-ringer in a talk I gave earlier this week:


Students can them respond on a laptop or smart phone, with multiple responses allowed. How could these responses then allow us to start a class discussion?


Please Rip Apart My Flipped Videos!

It’s the Most Wonderful Time of the Year!

-Andy Williams

It’s the beginning of August. I’m sitting with 50 fantastic educators from across the country. I’m at Silver Spring at Discovery Education Headquarters.  This must mean it’s another year of the Siemens STEM Institute! During the week, you can follow the goings-on through the Institute Website, or visit the site often as we populate it with resources and come back often!


LodgeTonight’s Keynote speaker is Dr. Lodge McCammon, follow him on Twitter, a pioneer in not only using video, sound and motion to enhance educational practices, including classroom “flipping”, but also encouraging low-cost, simple-to-implement solutions. Check out Lodge’s YouTube Channel and enjoy his work, especially his series of 50 States Songs.

Today Lodge shared one of his catchy songs, this one featuring planetary motion, moons and their orbits. His kinesthetic lecture technique challenges us to apply movements with meaning by finding simple movements to represent otherwise complex topics.

I have written about Lodge’s talks here on the blog before, and invite you to go back and check out his powerful educational message. My first go-around with Flipping was also documented here on the blog, along with some mid-year reflections and tools.

So, where do I go from here?

Well, to be honest….I made lots of videos last year and some of them suck. Some I really, really like, and were on-target for my classroom expectations. Others…not so much. My goal this year is to review all of my videos and assess their effectiveness, then edit, re-shoot, re-format…whatever it will take to make my videos work best for kids.  You can check out my many algebra and stats videos on my YouTube Channel.


Below are 3 examples of videos I used last year to “flip”instruction. Each of them was made using a different device or format, and while there are parts of each that I think are effective, none of them are perfect.  I invite you to leave comments about any or all of my videos here, or in the YouTube comments.

Video 1: Completing the Square. Made using Doceri.

PROS: Content is clean. Mostly on point. After assigning this video, was able to quickly dive into problems the next day.

CONS: Probably too long. Tried to cover too much in one video.

Video 2:  Random Variables. Made using SMART Notebook

PROS: These are not easy example problems. Students can go back and “rewind” to think about processes.

CONS: These are a lot of rules in this section. The different format types may make it difficult to identify the “big ideas”.

Video 3: Samping Distributions. Recorded live in my dining room.

PROS: After some initial discomort, I find I have the most fun doing these live videos, and that perhaps they do a better job in engaging students with the ideas.

CONS: Am I clear? Are the visuals good enough?

So I invite you to rip apart my videos, provide guidance, comments, and share your success stories with flipping!

Reflections from TMC14, Part 2 – Hinge Questions and Plickers

There’s so much goodness from Twitter Math Camp to share, and only so many blog posts! Today I want to share two great ideas for assessing student understanding during a unit.


In an afternoon session, my friend Nik Doran led a session on hinge questions: questions diagnostic in nature, not only intended to assess students understanding, but also carefully written to categorize students by their cognitive misconceptions. Many of Nik’s examples were multiple-choice, and I appreciated the subtle differences between the responses which predict student errors. In addition, I liked Nik’s suggestions for how to work with students after these questions: by grouping them by error, differentiating instruction based on correctness, and/or having students defend their response choice.

On Nik’s blog, you will find a wealth of resources regarding these questions, including blog posts on hinge questions and formative assessment research from Dylan Wiliam.

Breaking into content-based teams, the group then attempted to build their own hinge questions. Here are my observations regarding the crafting of these formative experiences:

  • Keep it simple. One team attempted to build a question around solving a quadratic equation. The question required terms to be moved, then irrational solutions found. There were too many places where students could trip up that it was impossible to pigeon-hole student responses into neat boxes.
  • The issue of non-response came up in discussion: how to tell the difference between a student misconception, and a guess. To me, this factor is minimized by limiting hinge questions to “big ideas”. We shouldn’t ask hinge questions on topics which have limited entry points. Every student should have some basic understanding of the task at hand.
  • Use hinge questions in lessons where you have observed patterns of errors, and can easily describe them.

In my example below, I chose to tackle binomial probability, where the set-up of an expression has a number of possible “land mines”.

In a large batch of metal parts, it is anticipated that 15% of the parts will contain a defect. If a random sample of 20 parts is taken, what is the probability that exactly 4 of the parts will show a defect?

My multiple-choice selections are given below:


In A, students will mis-interpret the number of successes and failures in the problem, though the combination is correctly done.

In D, the required combination is incorrect, while the rest of the expression is correct.

In E, the number of successes and failures as exponents have been reversed.

Note that both B and C are correct, and I would be interested in having these two groups try to sell each other on the correctness of their response.

Do these reponses provide a complete picture of ALL mistakes students will potentially make? Probably not, but there should be enough information given for all students to make a reasonable attempt at the problem

PlickerNik’s session leads me to one of the cooler tech-related happenings of the week.  Before a “My Favorites” session, I was handed a piece of paper with a strange design on it, and told that I would be asked to participate later in the session. Wow! I was chosen! So cool! But what is this thing? It’s not quite a QR code, and it seems a number of other folks were given similar pieces of paper. I’m not special after all….

For this sharing session, the group was asked a multiple-choice question. Those of use with the figures were asked to hold them up high so that the letter of our response was on top (note the letters on each side of the figure). With 40 cards in the air, the presenter scanned the room with her cell phone and…..what!!!…our choices were recorded on screen! How cool! I admit I get pretty geeked out when I see a cool tool, but this was seriously impressive. And these are Plickers, and app you can load, with free response cards you can download. Definitely looking forward to trying out this tool for formative assessments.


Reflections from TMC14, Part 1 – Steve Leinwand and NRICH

This past weekend, I had the pleasure of participating in Twitter Math Camp 2014, held in Jenks (Tulsa) Oklahoma. 150 math teachers from around the USA, Canada and England, many who had only previously shared ideas and personalities via twitter and blogs, met to share their ideas, successes, best practices, and favorite activities. Morning sessions focused on course and task-specific study groups (I participated in the Statistics group). Afternoons started off with teachers sharing “My Favorites”, followed by a keynote (Steve Leinwand, Dan Meyer, and Eli Luberoff) and a menu of teacher-led sessions. Today is the first of a few recaps I’ll share of this jam-packed learning event.

Sly Stallone

There’s a crappy 80’s movie “Over the Top” which starred Sylvester Stallone as a professional arm-wrestler who eventually battles for custody of his son (yes…this was a pretty craptastic movie). In the movie, Sly motivates himself by turning his baseball cap to the side. This action triggers some arm-wrestling adreniline receptors, a competitive “on” switch, and Sly is then prepared to kick butt (or…arm).

This is my best description of Steve Leinwand.  A self-described “math education change agent”, Steve is a mild-mannered math expert…until you place him in front of an audience, at which point the Mathmazian Devil emerges! I have seen Steve talk in person twice now (do yourself a favor and check out his Ignite talk on Youtube) and his inspirational message leaves me in a constant reflective state over my classroom practices.

In this time of debates over Common Core, “fuzzy math”, dots and standard algorithms, it’s refreshing to hear a speaker attempt to tackle the question “what is math?”.  In his presentation, Steve offers up two options for defining mathematics:

A set of rules to be learned and memorized to find answers to exercises that have limited real world value.


A set of competencies and understandings driven by sense-making and used to get solutions to problems that have real world value.

Clearly, the first definition is not correct, though I fear there are many who would find aspects of the definition acceptable.  I, and the room, gravitated towards the second definition, but is this a complete picture of mathematics?  I have 2 quarrels…

First, the phrase “problems that have real world value” bugged me quickly, conjuring images of contrived real world problems where kids factor expressions which never really occur naturally so they can find where a fake baseball which ignores some pretty important laws of physics might land.

Does “real world value” necessarily imply context? If a math problem provides insight into an abstract pattern, and the process provides some structure later to tackle real world scenarios, then by transference, the problem had real world value. so I have become ok with this aspect of Steve’s definition.  But I’d like to move beyond the perception that mathematics only adds value if it can be attached to the real world.

Working backwards in Steve’s definition, we reach the phrase  “used to get solutions”? Do all math problems have solutions? Is the primary goal of math to find a solution? Have we failed if we don’t find a solution? Some of the strongest formative mathematical experiences I have had centered around problems for which I never found a solution, or perhaps did not have a unique solution.  I prefer “used to analyze scenarios, either abstract or real-world.”

I appreciate Steve in that he challenges teachers to think about the many ways their students may approach similar problems, sieze opportunities to discuss methods, and let students determine their optimal strategy. Many of the common core math debates focus on method: there is a strange “my way or the highway” attitudes towards standard algorithms. Its refreshing to have Steve champion alternate methods so passionately, and he offers his admiration for the 3rd Standard for Mathematical Practice:

Construct viable arguments and critique the reasoning of others.

The ability to analyze, critique, and assess method is equally as important as the math being done. All of us who talk to parents, colleagues and stakeholders need to remember this and do a better job at effectively communicating the message of what math is really all about.

ProblemThe Enriching Mathematics site, NRICH, presented by Megan Schmidt in an afternoon session, provides problems with multiple entry-points which lead to argument sharing.  In the session, participants were presented with a Stage 3 and 4 problem from the site, where finding the value of the number marked with the question mark is the goal:

My PaperI chose to look at pairs of repeating symbols to craft my solution, while my tablemate dove into developing equations and forming systems. The most frustrating (but coolest AHA) moment for me when Megan offered adding sums of rows and columns as an alternate, quite obvious, possibility.  I am definiely looking foraard to exploring these problems and sharing them with my classes.

Thanks to Steve for giving us all the inspiration to think differently about classroom practices, and to Megan for the perplexing hour of sharing!


AP Statistics “Best Practices” 2014

Last week, I arrived home after 8 days in Kansas City, where I participated in the AP Statstics Exam reading. It’s hard work, filled with long days of grading papers. But all the readers seem to take some sadistic delight in this work, and the professional connections made through the week are outstanding.

One of the highlights of the week is Best Practices Night, organized by my friend Adam Shrager. This year, 20 or so different folks presented 5-minute looks into their classrooms.  Below are summaries of some of my personal favorites. You can check out all of the presentations on Jason Molesky’s StatsMonkey site


You’ll find that AP Stats teachers enjoy candy….too much so at times my doctor tells me. Last year, Kevin shared his data collection activity with stomp rockets.  This year, Kevin upped the ante, with an activity where students launch Gummy Bears, Gummy Worms and other candies using catapults.  Which type of candy flies farthest? What can we say about the consistancy of the launches? I’m looking to incorporate this into my 9th grade class as an introduction to variability and estimation.


Kevin’s presentation on the StatsMonkey site is Keynote. I have converted it here to Powerpoint for us non-Keynote users.


Stats teachers have many data collection activities in their arsenal, but this idea from Brianna wins the prize for most off-beat concept. In this activity, students are asked to estimate life expectancy in a population. To collect data, the class uses something readily avilable every day: the obituaries. This presentation was one of the clear highlights of the evening, with many in attendance wondering what a class taught by the hysterically entertaining Brianna would be like!  Visit StatsMonkey for her activity worksheet, and use the dead as data!


Jigsaw puzzles make for great reviews in just about any math class.  Here, Christine shares puzzles she uses to review the Normal Distribution. Cut out the pieces, find the probabilities and solve the puzzle!  Template included.


Paul is part of the AP Stats Test Development Committee, and always has great ideas for the Stats Classroom. At the reading, Paul shared his sampling activity, using Air Gun ammo of different colors (and slightly different sizes) to draw small samples from a large population. Using a paddle made from pegboard, random samples can be drawn, leading to a first discussion on inference. Paul promises to share the plans for building your own sampling paddle, so check back on StatsMonkey often!

UPDATE: Paul’s presentation has been uploaded to the StatsMonkey Site, along with plans for making your own sampling paddles.


I appreciate presentations where speakers attempt to de-tangle a tricky concept in math class. Having students move beyond a “canned” understanding of the coefficient of determination and towards a real understanding of predictive improvement based on an explanatory variable is a worthwhile lesson. In his activity, Doug Tyson challenges students to grab as many Starburst candies (see…I told you Stats folks like cnady) as possible in their hand, then examines the predictive value of using hand size to estimate the number of grabbed candies.  How much are our predictions improved by thinking about hand size, as opposed to thinking about the mean?

There’s so much more sharing goodness on the StatsMonkey site, including:

  • A review of Geddit, for formative assessment
  • A QR code scavenger hunt
  • Hershey Kisses and Confident Intervals, which I used in my class this year

Soon, I will post more resources shared by Chris Franklin, who gave a brief history of stats education during her Professional Night presentation.

Estimation and Anchoring

A recent post by my Stats-teacher friend Anthony, “Wisdom of the Crowd“, reminded me of an estimation activity I have used many times in my 9th grade Stats class.  The activity is based on a chapter from John Allen Paulos’ book A Mathematician Reads the Newspaper.

You’ll need two groups of students; 2 different classes will do.  Each student uses an index card or a scrap of paper to write responses to 2 survey questions. I warn the students beforehand that the questions may seem strange: just do your best to answer as best you can.

  • Question 1: Do you believe the population of Argentina is MORE or LESS than 10 million people?
  • Question 2: Estimate the population of Argentina.

Allow a few moments between the questions for the inevitable blank stares and mumbling.  Then collect the responses.

For the second group, you will ask the same two questions, except that the first question will replace 10 million with 50 million.  After you have data from both groups, write it on the board or print it and hand it out. It’s time to analyze and compare. Challenge students to communicate thoughts about center and spread. Also, which group’s data do they feel does a better job of estimating question 2?  It’s a neat activity, and while you will receive some strange responses as estimates, and students will generally guess higher on question 2 if they have been anchored to the 50 million number.  Some guidelines for this activity are avilable.  Have fun!

According to Google, the actual population of Argentina is around 41 million.



When Student Choice is a Struggle

Like most of the East Coast, schools here still have quite a ways to go before enjoying summer. I see my students for one more full week before final exam review begins and finals are given; a time which becomes more crazy as I travel to Kansas City for the AP Stats reading (or…Stats Christmas in June!)

It’s a starange time of year for AP Stats.  The College Board exam was given on May 9, and students took a final exam in my class before then, so we have been done with new material for some time now.  With a full 3 weeks (or more) between the exam and the end of the school year, it’s a time to take my foot off the gas from day-to-day material, but I still need to see my kids engaged in statistics.  Our culminating event, Stats Fair, provides a chance to highlight our program and keep the statistical ball rolling.  There’s really only one requirement for Stat Fair: design a project of your choosing which serves as evidence of your statistical learning. At the Fair, students show off their work to invited guests and fellow students (you can see pictures from previous fairs on my school website).  Teams must also provide printed documentation of their project to me.  It’s a great opportunity to be creative, study something you are passionate about, and explore something new.  There’s just one little problem…

Most student project ideas suck

Yep.  After a year of learning about experimental design, the role of randomness, and all sorts of nifty confidence intervals, many of my 17 year-old students will revert back to their 6th grade dopplegangers; proposing scientific studies of their peers’ favorite colors or chocolate chip cookie preference or how much honors’ kids backpacks weigh. Sigh….

Maybe I’m just jaded.  I warn the students early-on that it is likely I will reject their first 5 stats fair ideas.  It’s not that I am intentionally trying to be mean, rather I want my students to pick something memorable, something they could speak passionately about in front of others.  Working with students to develop their concepts could be the most frustrating part of my academic year.  Why is it so difficult for students to develop a “good” concept?

  • Despite a year full of examples and articles, it’s still a tough leap to the “real world” of teenagers.
  • Developing a good concept takes deep thought, revision, patience and reflection; not always teenage qualities.
  • The best concepts often contain a high dose of creativity – not something we are always accustomed to in math class.
  • It’s the end of the year, and the beach awaits

But all is not lost!  Today’s class started with a rousing success: a student, who had earlier proposed a study of NBA player ages (which was going nowhere), finally moved towards one of his passions – music. Using an app on his iphone, he tested the ability of peers to detect high and low pitches in mHz.  This led him today to some independent study online of the human ear, and reflection on the data he had gathered.

Another group is using their passion for fashion to see just how “skinny” jeans are these days, comparing waist sizes from different stores.  Some interesting data coming from this.  Another group is testing the “locally grown produce” claim of supermarkets…neat stuff!  And I’m looking forward to the random study of our school’s wireless device access – just how slow is it?  It’s the interesting projects which keep me coming back, and make this class memorable – like the team a few years back who entered and won the American Stats Association poster competition with their Bacterial Soap review.

Stats Fair is next Friday.  Look forward to sharing pictures and reflections!