<?xml version='1.0' encoding='UTF-8'?><?xml-stylesheet href="http://www.blogger.com/styles/atom.css" type="text/css"?><feed xmlns='http://www.w3.org/2005/Atom' xmlns:openSearch='http://a9.com/-/spec/opensearchrss/1.0/' xmlns:georss='http://www.georss.org/georss' xmlns:gd='http://schemas.google.com/g/2005' xmlns:thr='http://purl.org/syndication/thread/1.0'><id>tag:blogger.com,1999:blog-5303307482158922565</id><updated>2012-01-31T06:05:51.302-08:00</updated><category term='imaginary numbers'/><category term='story'/><category term='math ed'/><category term='salon'/><category term='poem'/><category term='carnival'/><category term='my son'/><category term='msri'/><category term='wcydwt'/><category term='problem-solving'/><category term='international'/><category term='gender issues'/><category term='anthology'/><category term='review'/><category term='myths'/><category term='links'/><category term='teaching'/><category term='base eight'/><category term='octal'/><category term='science'/><title type='text'>Math Mama Writes...</title><subtitle type='html'></subtitle><link rel='http://schemas.google.com/g/2005#feed' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/posts/default'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default?max-results=100'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/'/><link rel='hub' href='http://pubsubhubbub.appspot.com/'/><link rel='next' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default?start-index=101&amp;max-results=100'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><generator version='7.00' uri='http://www.blogger.com'>Blogger</generator><openSearch:totalResults>315</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>100</openSearch:itemsPerPage><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-3068586859080940156</id><published>2012-01-23T15:21:00.000-08:00</published><updated>2012-01-23T15:21:23.711-08:00</updated><title type='text'>First Day of Class: Calculus II and Linear Algebra</title><content type='html'>I gave myself the gift this semester of no lower-level classes. I think I'll have more mature students, and I hope to have a great time with them.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;b&gt;Calculus II&lt;/b&gt;&lt;br /&gt;I've taught this the previous two semesters, so it should be a breeze. We've switched to a new text, but I don't think that will have much effect on my teaching. I have a big class this time (36 or more), unlike the past two semesters. But putting students in groups of 4 makes it so much easier to learn their names.&lt;br /&gt;&lt;br /&gt;We did the axes exercise (mentioned &lt;a href="http://mathmamawrites.blogspot.com/2011/08/first-day-of-class.html"&gt;here&lt;/a&gt;), and I once again loved how it got them talking to one another and reminded me how weak they are on things I think of as pretty basic. (How would you label the axes?)&lt;br /&gt;&lt;br /&gt;We also worked on the &lt;a href="https://docs.google.com/document/d/10aS5iRcL-BaM4fUxdaa8gAbasAAJ2Q6EFpFlsjigJ5k/edit?hl=en_US"&gt;Calculus Review sheet&lt;/a&gt; I've used each term. Part of their homework is to make a list of 5 Calculus I problems that they can't do, and share it with their group tomorrow. &lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;b&gt;Linear Algebra &lt;/b&gt;&lt;br /&gt;It's been over a decade since I've taught Linear, and I knew I needed lots of work on the material over the holidays to be well-prepared to teach it. That task is done.&lt;br /&gt;&lt;br /&gt;We're using the text by David Lay (&lt;i&gt;Linear Algebra and Its Applications&lt;/i&gt;, 4&lt;u&gt;th&lt;/u&gt;  edition), and it starts out tougher than many texts. He says, "I think  that students' opinions of the course are set somewhere in the first two  weeks, and they need to feel the conceptual emphasis early." (page xv,  Notes to the Instructor) My colleagues have told me that our students  have done especially well with this text. One thing that threw me at  first was (from page 35, in section 1.4):&lt;br /&gt;&lt;blockquote class="tr_bq"&gt;"If A is an mxn  matrix, with columns &lt;b&gt;a1, ..., an&lt;/b&gt;, and if &lt;b&gt;x&lt;/b&gt; is in  R&lt;sup&gt;n&lt;/sup&gt;, then the &lt;u&gt;product&lt;/u&gt; of A and&lt;b&gt; x&lt;/b&gt;, denoted by A&lt;b&gt;x&lt;/b&gt;,  is the linear combination of the columns of A using the corresponding  entries in &lt;b&gt;x&lt;/b&gt; as weights; that is, &lt;br /&gt;&lt;div class="separator" style="clear: both; text-align: center;"&gt;&lt;a href="http://3.bp.blogspot.com/-VmMUFPvUKaw/Tx3qwgwj5OI/AAAAAAAAAZA/nRGaf2H60jw/s1600/ax+definition+v2.png" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"&gt;&lt;img border="0" height="83" src="http://3.bp.blogspot.com/-VmMUFPvUKaw/Tx3qwgwj5OI/AAAAAAAAAZA/nRGaf2H60jw/s320/ax+definition+v2.png" width="320" /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div class="separator" style="clear: both; text-align: center;"&gt;&lt;/div&gt;&lt;/blockquote&gt;I don't think I had ever seen that before. I've been talking with Owen Thomas (aka &lt;a href="http://vlorblog.wordpress.com/"&gt;vlorbik&lt;/a&gt;) about this course, and he grabbed right onto that when I mentioned it - he loved it. I think I will too, once I get used to thinking this way.&lt;br /&gt;&lt;br /&gt;After doing the axes exercise, I gave my students a warmup sheet which was a review of what they've seen before regarding systems of equations.&amp;nbsp; Of course it wasn't the breeze I thought it would be, so we're already 'behind'. That's ok. Class went well. I had fun showing them three axes on the edges of my desk and in the air.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;b&gt;Pre-Calculus&lt;/b&gt;&lt;br /&gt;We did the axes exercise, and compared the different forms the equation of a line can take.&lt;br /&gt;&lt;br /&gt;I'm tired - headed home...&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/5303307482158922565-3068586859080940156?l=mathmamawrites.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/3068586859080940156/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=5303307482158922565&amp;postID=3068586859080940156' title='2 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/3068586859080940156'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/3068586859080940156'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/2012/01/first-day-of-class-calculus-ii-and.html' title='First Day of Class: Calculus II and Linear Algebra'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://3.bp.blogspot.com/-VmMUFPvUKaw/Tx3qwgwj5OI/AAAAAAAAAZA/nRGaf2H60jw/s72-c/ax+definition+v2.png' height='72' width='72'/><thr:total>2</thr:total></entry><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-7420074739907508772</id><published>2012-01-21T12:21:00.000-08:00</published><updated>2012-01-21T12:21:09.088-08:00</updated><title type='text'>Math Adventures: Thinking about Spot it, and Learning Python</title><content type='html'>My brother lives in Minneapolis, and we visited him last January and this. Both times we used the light-rail train to get to the airport. Last year he had to drop us off pretty early, so we stopped at the Mall of America. We'd arrived too early and most of the stores were still closed, but we wandered around anyway. We found a toy/game store called &lt;a href="http://www.marblesthebrainstore.com/?gclid=CKex4Mba4a0CFQ41hwodmz3sTQ"&gt;Marbles - The Brain Store&lt;/a&gt;, and I knocked on their doors to ask if I could just come in and browse. They had a good collection of my favorite sorts of toys and games, and they ended up letting me buy a few things, &lt;a href="http://www.blueorangegames.com/spotit/"&gt;Spot it&lt;/a&gt; among them.&lt;br /&gt;&lt;br /&gt;&lt;div class="separator" style="clear: both; text-align: center;"&gt;&lt;a href="http://2.bp.blogspot.com/-OfubAgzYrU0/TxsA2YcrkoI/AAAAAAAAAYw/-GMhGyv3rgo/s1600/spot+it+cards.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"&gt;&lt;img border="0" height="320" src="http://2.bp.blogspot.com/-OfubAgzYrU0/TxsA2YcrkoI/AAAAAAAAAYw/-GMhGyv3rgo/s320/spot+it+cards.png" width="313" /&gt;&lt;/a&gt;&lt;/div&gt;It's not a math game at all. It's a contest to see who can find a matching picture first. My son is better at it than I am, so he enjoys winning. Every time I played, I pondered the math question that stared me in the face: &lt;b&gt;How did they make sure every possible pair of cards would have just one match?!&lt;/b&gt; But I didn't know how to get started, so I never really pursued the question until recently.&lt;br /&gt;&lt;br /&gt;Spot it is a good travel game, so I packed it this year as we headed off to visit family and friends in 4 Michigan cities, a Chicago suburb, and Minneapolis. My old friends Chris and Paul have twin girls my son's age, and our visits to their backwoods home are always a rich experience of outdoor play, good healthy food, and deep conversation. Chris and I decided one evening to look at how Spot it is put together. Chris doesn't think of herself as a mathematician, but she organized the information in a way that helped me solve my problem. It was also a great motivator to think through it together. We used numbers to represent the different pictures, and drew our cards in different layouts, looking for patterns.&lt;br /&gt;&lt;br /&gt;We worked on it for a few hours, and got some good insights, but didn't solve it. That was enough to get me hooked. I got my mom to work on it with me. We counted all the pictures, and found 57 different pictures. Then I worked on it on the train to Chicago, and got some good stuff figured out.&lt;br /&gt;&lt;br /&gt;One thing I did was to make a mini-version of the game. My 'cards' (circles with numbers in them), used only 4 numbers each. I figured out that I had to use 13 different pictures, and could have a deck of 13 cards - all different. That gave me enough push to find a scheme for the bigger deck. But I wasn't at all sure it was right. There are an awful lot of possible pairs when you have 55 cards. (&lt;b&gt;How many?&lt;/b&gt;) How could I be sure I had exactly one match for every pair of cards? I &lt;i&gt;thought&lt;/i&gt; I did, but I sure didn't know how to prove it.&lt;br /&gt;&lt;br /&gt;That's where I was with the problem when I visited &lt;a href="http://prairiecreek.typepad.com/herons/2012/01/the-having-of-wonderful-ideas.html"&gt;Prairie Creek Community School&lt;/a&gt;, about 40 minutes south of Minneapolis. Michelle Martin (who has a chapter in &lt;i&gt;Playing With Math&lt;/i&gt;) let me show the kids (4th and 5th graders) the problem, and they all dug in. They pulled out all the cards with a heart - there were 8 - and thought about what they now knew. 8 pictures per card, one of which was the heart, along with 7 others, all different... They decided there had to be at least 57 different pictures (7 unique pictures/card*8 cards + the heart). I liked that they figured that out a better way than I had. The kids worked on the problem so diligently, but had to leave it and go on to other things. (And it didn't occur to me to leave my game there, so they couldn't keep working on it after I left.) &lt;br /&gt;&lt;br /&gt;I went back to trying to find ways to prove I had a valid solution. My new burning question was 'Why did Spot it only have 55 cards, when it could have had 57 cards?'&amp;nbsp; I put my 'cards' on Excel. But I still didn't know how to test each card against each other card. I understand that the macros in Excel use visual Basic, and I hoped I could do something with that, but I was once again pretty stuck.&lt;br /&gt;&lt;br /&gt;I asked a colleague to help me get started on the programming, and he recommended Python. I couldn't get started on my own. I found the Python documentation very confusing, and got stuck every step of the way. Yesterday we had a bit over an hour between meetings, and he showed me how to get started with Python. He's learning it too (and he's a computer science teacher). So the best thing he showed me (probably pretty obvious) was to google 'python example x' every time I had a question. This morning I got my program working, and it verified that &lt;b&gt;my method worked&lt;/b&gt;!!! Maybe next year I'll generalize this to cards with n pictures on them.&lt;br /&gt;&lt;br /&gt;The biggest lesson for me in this adventure was that working with others is a huge motivation for me. But I knew that.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style="font-size: x-small;"&gt;[You may have noticed that I haven't given many details of my solution. I'm hoping you'll all play with it yourselves, of course. If you'd like to discuss all the gory details, please email me at mathanthologyeditor on gmail with your solution ideas.]&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/5303307482158922565-7420074739907508772?l=mathmamawrites.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/7420074739907508772/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=5303307482158922565&amp;postID=7420074739907508772' title='10 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/7420074739907508772'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/7420074739907508772'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/2012/01/math-adventures-thinking-about-spot-it.html' title='Math Adventures: Thinking about Spot it, and Learning Python'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://2.bp.blogspot.com/-OfubAgzYrU0/TxsA2YcrkoI/AAAAAAAAAYw/-GMhGyv3rgo/s72-c/spot+it+cards.png' height='72' width='72'/><thr:total>10</thr:total></entry><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-670314463071575702</id><published>2012-01-13T08:38:00.000-08:00</published><updated>2012-01-13T08:38:27.458-08:00</updated><title type='text'>Playing With Math</title><content type='html'>If you just found my blog after reading my comment on Valerie Strauss' &lt;a href="http://www.washingtonpost.com/blogs/answer-sheet/post/the-problem-with-math-education/2012/01/12/gIQAbhx5vP_blog.html#pagebreak"&gt;The Answer Sheet&lt;/a&gt;, you can start by watching &lt;a href="http://mathmamawrites.blogspot.com/2010/08/richmond-math-salon-sweet-sampling_08.html"&gt;this video&lt;/a&gt; of a math salon I conducted at my home. Or check out these posts:&lt;br /&gt;&lt;ul&gt;&lt;li&gt;&lt;a href="http://mathmamawrites.blogspot.com/2011/02/tin-ceilings-triangles-and-loving-math.html"&gt;Tin Ceilings, Triangles, and Loving Math&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href="http://mathmamawrites.blogspot.com/2010/12/gift-ideas.html"&gt;Gift Ideas&lt;/a&gt; (for fun math games and books)&lt;/li&gt;&lt;li&gt;&lt;a href="http://mathmamawrites.blogspot.com/2010/10/dots-on-circle.html"&gt;Dots on a Circle&lt;/a&gt;&amp;nbsp;&lt;/li&gt;&lt;li&gt;&lt;a href="http://mathmamawrites.blogspot.com/2010/09/september-25th-is-math-storytelling-day.html"&gt;September 25th is Math Storytelling Day &lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href="http://mathmamawrites.blogspot.com/2010/07/black-and-red-triplematch-card-game-for.html"&gt;A Card Game for Integers&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href="http://mathmamawrites.blogspot.com/2010/07/vacation-post-pentominoes.html"&gt;Pentominoes&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&amp;nbsp;There's lots more to discover here, but that should get you started.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/5303307482158922565-670314463071575702?l=mathmamawrites.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/670314463071575702/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=5303307482158922565&amp;postID=670314463071575702' title='5 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/670314463071575702'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/670314463071575702'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/2012/01/playing-with-math.html' title='Playing With Math'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><thr:total>5</thr:total></entry><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-321800869257194755</id><published>2012-01-12T08:19:00.000-08:00</published><updated>2012-01-12T08:19:44.555-08:00</updated><title type='text'>Preparing to Teach Linear Algebra</title><content type='html'>I'll be teaching Linear Algebra this coming semester. It's been a decade since I last taught it. And the text is very different from the one I used before. We're using David C. Lay's, &lt;i&gt;Linear Algebra and Its Applications&lt;/i&gt;.&lt;br /&gt;&lt;br /&gt;I'd like to know if anyone reading this would like to mentor me when I have questions. Owen Thomas has already agreed. I'd like one or two more mentors.&lt;br /&gt;&lt;br /&gt;I'd also like to know:&lt;br /&gt;&lt;ul&gt;&lt;li&gt; What you've done right when you've taught Linear Algebra,&lt;/li&gt;&lt;li&gt;What resources online you think are really useful,&lt;/li&gt;&lt;li&gt;Where students get the most stuck,&lt;/li&gt;&lt;li&gt;Anything else you think might help me make this a great course.&lt;/li&gt;&lt;/ul&gt;Thanks!&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/5303307482158922565-321800869257194755?l=mathmamawrites.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/321800869257194755/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=5303307482158922565&amp;postID=321800869257194755' title='1 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/321800869257194755'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/321800869257194755'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/2012/01/preparing-to-teach-linear-algebra.html' title='Preparing to Teach Linear Algebra'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><thr:total>1</thr:total></entry><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-7494287138528459676</id><published>2011-12-16T10:38:00.000-08:00</published><updated>2011-12-16T10:43:18.412-08:00</updated><title type='text'>Grading...</title><content type='html'>I think that working in groups made a difference for my students. I can't be sure that the groups were the deciding factor, but all 3 of my classes did better than what I usually see. My pre-calculus had 13 A's. 27 passed, and only 13 dropped or failed. I'm impressed. (The other 2 classes were smaller groups, and so I wouldn't expect the same sort of statistical significance.)&lt;br /&gt;&lt;br /&gt;But I figured I should look up the old grades to see if this is significantly better, and found a class that did lots better than this one (18 A's, 35 people passing). I remember that class - they asked so many good questions, we got slowed down and didn't finish our trig unit. That hurt them later. So the grade doesn't reflect learning the required material.&lt;br /&gt;&lt;br /&gt;That class was asking questions from the assigned homework. I'm still willing to answer those questions, but students seldom ask lately. (Why?) I used to make sure to answer every question. Now I watch the time more.&lt;br /&gt;&lt;br /&gt;I hate grading. It is a way in which teachers have power over students. That transcript is asked for over and over. (I've had to show mine for every job I apply for, but I'm in academia. Maybe other employers don't ask for transcripts?) I try to make it transparent, fair, flexible, and an accurate representation of how much students have learned.&lt;br /&gt;&lt;ul&gt;&lt;li&gt;&lt;b&gt;Transparent&lt;/b&gt;: I use percentages, and I explain my process on the syllabus (could I do more?).&lt;/li&gt;&lt;li&gt;&lt;b&gt;Flexible&lt;/b&gt;: I have more than one way to calculate the grade, and use the max function in Excel to give each student the formula that works out best for them. (One thing I do that's not transparent is to have a grade option where the final exam is the whole grade - if they learned it, they're set. But I don't want to tell overly optimistic students about that option until a few weeks before the end.)&lt;/li&gt;&lt;li&gt;&lt;b&gt;Fair&lt;/b&gt;: This semester I took to heart some of the blog posts I'd read that explain how a 0 affects the grade too much. (A and F should average to C. But 100% and 0% average to 50%, which is still an F in most classes.) I changed every 0 to a 40 before averaging. I chose 40 because my D goes down to 50% (and my C to 65%). I also agonize over making sure my bad feelings about troublesome students haven't affected their grade.&lt;/li&gt;&lt;li&gt;&lt;b&gt;Accurate&lt;/b&gt;: I let them re-test, and I let them take the final exam twice. Do some people get a grade that's better than it should be? Probably some, but not many. The more important thing to me is that no one be punished for learning things a bit later than they were supposed to.&lt;/li&gt;&lt;/ul&gt;I'm almost done with grading. Once I'm truly done, and the relief has washed over me, I expect I'll start blogging about all sorts of other things: tutoring, Linear Algebra (I'll be teaching it next semester, for the first time in 10 years), and &lt;i&gt;Playing With Math&lt;/i&gt; (the book, and the concept) among them.&lt;br /&gt;&lt;br /&gt;Happy holidays!&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/5303307482158922565-7494287138528459676?l=mathmamawrites.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/7494287138528459676/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=5303307482158922565&amp;postID=7494287138528459676' title='4 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/7494287138528459676'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/7494287138528459676'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/2011/12/grading.html' title='Grading...'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><thr:total>4</thr:total></entry><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-2201202678576598636</id><published>2011-12-02T08:49:00.000-08:00</published><updated>2011-12-02T08:49:29.180-08:00</updated><title type='text'>Testing...</title><content type='html'>I've arranged for all 3 of my courses to have two chances to take the final exam. Most of my students will not benefit from this, because they try to cram too much into too little time. But some students will really solidify their understanding, and so it's worth it.&lt;br /&gt;&lt;br /&gt;The final exam is one grade, but that's not how I do my other tests. Those are broken up into subtests, each on one topic. (See the example below.) The student gets a grade for each subtest, and I allow retakes of any subtest they didn't score well on.&amp;nbsp; In Intermediate Algebra and Pre-calculus, they can come in whenever they want, show me that they've learned the material, and I'll make them a new version of the test (the whole thing, or just one or a few subtests).&lt;br /&gt;&lt;br /&gt;I can't make new test versions so quickly in Calc II, so we work out a day that everyone who wants to retest can come. We scheduled a day this week or next for each of the previous tests. I hope this helps them!&lt;br /&gt;&lt;br /&gt;The one new thing I've done this semester in relation to tests is to add a problem-solving subtest onto each test in Pre-calculus. My tests used to be way too hard, and I've made them easier over the years. I've worried that they were too easy (even though students don't do as well as I'd like). I want to test on their thinking skills. But I knew that was too stressful. This semester I came up with the idea of having one problem on each test that would require some real problem-solving. They only have to get this problem right once during the semester. There are still lots of students who haven't gotten one right, so during the final, I'll have a separate problem-solving test available, with 3 problems to choose from. Next semester I'll gather together the problems I've used this semester into a problem-solving handout, and we'll work more in class on how to problem solve.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;img alt="" 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" /&gt;&lt;br /&gt;&lt;br /&gt;My colleagues worry that doing this would take too much time. But I think I work less than they do, because they put more time into grading homework, and they probably agonize over partial credit like I used to. My tests are very short now, and both making and grading them is usually pretty quick.&lt;br /&gt;&lt;br /&gt;I like seeing my students take more responsibility for their learning. It's really changing how some of them deal with math class. I know I have a long way to go to catch up with &lt;a href="http://shawncornally.com/wordpress/?p=2320"&gt;some of&lt;/a&gt; &lt;a href="http://mathhombre.blogspot.com/2011/12/sbg-resources.html"&gt;the people&lt;/a&gt; whose classes are blossoming with SBG; it's a great journey to be on.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/5303307482158922565-2201202678576598636?l=mathmamawrites.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/2201202678576598636/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=5303307482158922565&amp;postID=2201202678576598636' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/2201202678576598636'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/2201202678576598636'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/2011/12/testing.html' title='Testing...'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-1303076896890211918</id><published>2011-11-23T12:51:00.000-08:00</published><updated>2011-11-30T06:45:52.375-08:00</updated><title type='text'>Math Girls: A Novel Way to Learn Some Deep Math</title><content type='html'>I asked for a review copy, but I can't even wait until I finish it to tell you about this marvelous book. &lt;b&gt;&lt;i&gt;Math Girls&lt;/i&gt;&lt;/b&gt; was published just yesterday. (How I love the internet, let me count the ways!) My thanks to Robert Talbert for his &lt;a href="http://chronicle.com/blognetwork/castingoutnines/2011/11/22/here-come-the-math-girls/"&gt;blog post&lt;/a&gt; on the book, and to &lt;a href="http://bentobooks.com/"&gt;Bento Books&lt;/a&gt; for sending me a review copy so I can satisfy my desire for immediate gratification. You can download a sample (first two chapters) from Bento Books &lt;a href="http://bentobooks.com/2011/10/math-girls-sample/"&gt;here&lt;/a&gt;.&lt;br /&gt;&lt;b&gt;&lt;br /&gt;&lt;/b&gt;&lt;br /&gt;&lt;b&gt;&lt;i&gt;Math Girls&lt;/i&gt;&lt;/b&gt; has gone through 18 printings in Japan, and the English translation has just been released. There are lots more books in the series, but those of us who don't read Japanese will have to wait for those.&lt;br /&gt;&lt;br /&gt;&lt;img alt="" height="369" 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" width="640" /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Here's a bit for flavor:&lt;br /&gt;&lt;br /&gt;&lt;blockquote class="tr_bq"&gt;&lt;div class="column"&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;When you’re doing math, you’re the one holding the pencil, but that doesn’t mean you can write just anything. There are rules. And where there are rules, there’s a game to play—the same game played by all the great mathematicians of old. All you need is some fresh paper and your mind. I was hooked.&amp;nbsp;&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;I had assumed it was a game I would always play alone, even in high school. It turned out I was wrong. &lt;/span&gt;&lt;/div&gt;&lt;/blockquote&gt;&lt;br /&gt;Miruka gives our protagonist challenging math problems to ponder:&lt;br /&gt;&lt;div class="section"&gt;&lt;blockquote class="tr_bq"&gt;&lt;div class="section"&gt;&lt;div class="layoutArea"&gt;&lt;div class="column"&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;“Forget about the matrices for now,” she said. “Here’s a problem for you.” &lt;/span&gt;&lt;/div&gt;&lt;br /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class="section" style="background-color: rgb(95.000000%, 95.000000%, 95.000000%);"&gt;&lt;div class="section"&gt;&lt;div class="layoutArea"&gt;&lt;div class="column"&gt;&lt;span style="font-family: 'SFBX1000'; font-size: 10pt;"&gt;Problem 3-1 &lt;/span&gt;&lt;br /&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;Give a general term &lt;/span&gt;&lt;span style="font-family: 'EURM10'; font-size: 10pt;"&gt;a&lt;sub&gt;n&lt;/sub&gt; &lt;/span&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;in terms of &lt;/span&gt;&lt;span style="font-family: 'EURM10'; font-size: 10pt;"&gt;n &lt;/span&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;for the following sequence: &lt;/span&gt;&lt;br /&gt;&lt;span style="font-family: 'EURM10'; font-size: 10pt;"&gt;n &amp;nbsp; &amp;nbsp; 0 1&amp;nbsp; 2 3 4 5 &amp;nbsp; 6&amp;nbsp; 7··· &lt;/span&gt;&lt;br /&gt;&lt;span style="font-family: 'EURM10'; font-size: 10pt;"&gt;a&lt;sub&gt;n&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/sub&gt;&lt;/span&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;1 0 &lt;/span&gt;&lt;span style="font-family: 'EUFM10'; font-size: 10pt;"&gt;−1 &lt;/span&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;0 1 0 &lt;/span&gt;&lt;span style="font-family: 'EUFM10'; font-size: 10pt;"&gt;−1 &lt;/span&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;0 &lt;/span&gt;&lt;span style="font-family: 'CMSY10'; font-size: 10pt;"&gt;··· &lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class="section"&gt;&lt;/div&gt;&lt;div class="section"&gt;&lt;/div&gt;&lt;div class="section"&gt;&lt;/div&gt;&lt;/div&gt;&lt;/blockquote&gt;&lt;div class="section"&gt;&lt;div class="layoutArea"&gt;&lt;div class="column"&gt;&lt;blockquote&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;“Think you can you do it?” she asked. &lt;/span&gt;&lt;br /&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;“Sure, that’s easy. All you’re doing is going back and forth between 1, 0, and &lt;/span&gt;&lt;span style="font-family: 'EUFM10'; font-size: 10pt;"&gt;−1. &lt;/span&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;Sort of. . . oscillating between them.” &lt;/span&gt;&lt;br /&gt;&lt;span style="font-family: 'SFORM10'; font-size: 10pt;"&gt;“That’s all you see?”&lt;br /&gt;“Am I wrong?”&lt;br /&gt;“Not wrong, exactly. Go ahead and give me a generalization.” &lt;/span&gt;&lt;/blockquote&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;br /&gt;And our protagonist (I don't know his name yet) helps another student, Tetra, with her math. So you get to see the same ideas played out at higher and lower levels. When Miruka kicked Tetra's chair out from under her, I had to skip the math to find out what would happen next between the characters. I'm not sure the storyline will make complete sense to me, but I am so loving it!&lt;br /&gt;&lt;br /&gt;Tony, the rep from Bento books made a request:&lt;br /&gt;&lt;blockquote class="tr_bq"&gt;If you blog about &lt;i&gt;Math Girls&lt;/i&gt;,  please be sure to let your readers know that this is a pretty advanced  book. We’ve had many inquiries from parents looking for fun books for  their middle school and younger children who love math, but &lt;i&gt;Math Girls&lt;/i&gt;  is probably best suited to, at a minimum, talented high school juniors  and seniors who want to go beyond what they’re likely to be exposed to  in a high school curriculum. The “sweet spot” for our readership will  probably be first or second year college math majors who are looking for  a more relaxed treatment of some of the stuff that they’re plunging  into.&lt;/blockquote&gt;&lt;br /&gt;I'm counting the math lovers on my holiday gift list, and planning to buy each of them a copy. I'll be reading the rest of the book on the plane to Seattle this evening. And I'll let you know soon whether the adult content extends past the math.&lt;br /&gt;&lt;br /&gt;===&lt;br /&gt;&lt;br /&gt;It's Friday now. I just finished. My review copy is a pdf, and I need a paper copy to study the math. I just bought 4 copies; one for me, and 3 for the math lovers in my life. (Oops! I just thought of someone else I need to get it for.)&lt;br /&gt;&lt;br /&gt;The topic I'm most interested in studying more closely is called the "Basel problem". It asks for an exact sum (in closed form) of the series&lt;img alt="" src="data:image/png;base64,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" /&gt;. I knew the answer, but had no idea, until I read &lt;i&gt;Math Girls&lt;/i&gt;, how it was derived. I've started to see it, and I love what I'm seeing through the mist. The coolest thing is how connected it is to what I'm teaching in Calculus II.&lt;br /&gt;&lt;br /&gt;The only complaint I have about the mathematical exposition is when derivatives are given with no real explanation in chapter 9. I think that could have been fleshed out a bit more.&lt;br /&gt;&lt;br /&gt;I would highly recommend this book for anyone at the level of pre-calculus and above who enjoys math. (There is no adult content besides the math.)&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/5303307482158922565-1303076896890211918?l=mathmamawrites.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/1303076896890211918/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=5303307482158922565&amp;postID=1303076896890211918' title='2 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/1303076896890211918'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/1303076896890211918'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/2011/11/math-girls-novel-way-to-learn-some-deep.html' title='Math Girls: A Novel Way to Learn Some Deep Math'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><thr:total>2</thr:total></entry><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-7128947226751276803</id><published>2011-11-22T12:50:00.000-08:00</published><updated>2011-11-23T07:23:15.182-08:00</updated><title type='text'>Risk: Betting on Your Expertise</title><content type='html'>I wrote &lt;a href="http://mathmamawrites.blogspot.com/2010/12/math-game-risk-your-beginning-algebra.html"&gt;last year&lt;/a&gt; about using a game called Risk to help my students review before a test. &lt;a href="http://samjshah.com/2011/11/15/review-activity-for-rational-equations/"&gt;Sam Shah &lt;/a&gt;wrote about it recently, and today seemed like a good time to try it again, since tomorrow is their big test on trig functions. I had my handout almost done (it was 10 minutes before class), and Word crashed. No, I hadn't saved it...&lt;br /&gt;&lt;br /&gt;So I gave them a blank template, and put the problems on the board, mostly from memory. It actually worked better than handing out all the questions at the beginning. It raised the energy level, and kept the best students from working ahead. The best way to do this would be to have the blank template for the students, and one that fills in one question at a time on a powerpoint deck. (But I don't have a smart classroom for this class.)&lt;br /&gt;&lt;br /&gt;My students loved it, and worked way harder on the problems than they otherwise would have. I hope their enthusiasm leads them to study enough to do well on the test tomorrow!&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;img alt="" 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" /&gt;&lt;br /&gt;&lt;span style="font-size: x-small;"&gt;&lt;br /&gt;&lt;/span&gt;&lt;br /&gt;&lt;span style="font-size: x-small;"&gt;&lt;br /&gt;&lt;/span&gt;&lt;br /&gt;&lt;span style="font-size: x-small;"&gt;&lt;br /&gt;&lt;/span&gt;&lt;br /&gt;&lt;span style="font-size: x-small;"&gt;Edit: I seem to be getting a lot of credit lately for this game. I learned it at the 2010 AMATYC conference, where &lt;a href="http://mathmamawrites.blogspot.com/2010/11/amatyc-conference-in-boston.html"&gt;Janet Teeguarden used it&lt;/a&gt; to spice up her presentation on the history of pi. It's my understanding that she created it. I'm glad all us bloggers are spreading a fun idea.&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/5303307482158922565-7128947226751276803?l=mathmamawrites.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/7128947226751276803/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=5303307482158922565&amp;postID=7128947226751276803' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/7128947226751276803'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/7128947226751276803'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/2011/11/risk-betting-on-your-expertise.html' title='Risk: Betting on Your Expertise'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-4048764697461434672</id><published>2011-11-20T10:27:00.000-08:00</published><updated>2011-11-20T10:27:04.393-08:00</updated><title type='text'>A More Personal Post: Considering Our Options</title><content type='html'>&lt;style&gt;&lt;!-- /* Font Definitions */@font-face {font-family:"ＭＳ 明朝"; panose-1:0 0 0 0 0 0 0 0 0 0; mso-font-charset:128; mso-generic-font-family:roman; mso-font-format:other; mso-font-pitch:fixed; mso-font-signature:1 134676480 16 0 131072 0;}@font-face {font-family:"Cambria Math"; panose-1:2 4 5 3 5 4 6 3 2 4; mso-font-charset:0; mso-generic-font-family:auto; mso-font-pitch:variable; mso-font-signature:-536870145 1107305727 0 0 415 0;}@font-face {font-family:Cambria; panose-1:2 4 5 3 5 4 6 3 2 4; mso-font-charset:0; mso-generic-font-family:auto; mso-font-pitch:variable; mso-font-signature:-1610611985 1073741899 0 0 159 0;} /* Style Definitions */p.MsoNormal, li.MsoNormal, div.MsoNormal {mso-style-unhide:no; mso-style-qformat:yes; mso-style-parent:""; margin:0in; margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:12.0pt; font-family:Cambria; mso-ascii-font-family:Cambria; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:"ＭＳ 明朝"; mso-fareast-theme-font:minor-fareast; mso-hansi-font-family:Cambria; mso-hansi-theme-font:minor-latin; mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:minor-bidi;}a:link, span.MsoHyperlink {mso-style-priority:99; color:blue; mso-themecolor:hyperlink; text-decoration:underline; text-underline:single;}a:visited, span.MsoHyperlinkFollowed {mso-style-noshow:yes; mso-style-priority:99; color:purple; mso-themecolor:followedhyperlink; text-decoration:underline; text-underline:single;}.MsoChpDefault {mso-style-type:export-only; mso-default-props:yes; font-family:Cambria; mso-ascii-font-family:Cambria; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:"ＭＳ 明朝"; mso-fareast-theme-font:minor-fareast; mso-hansi-font-family:Cambria; mso-hansi-theme-font:minor-latin; mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:minor-bidi;}@page WordSection1 {size:8.5in 11.0in; margin:1.0in 1.25in 1.0in 1.25in; mso-header-margin:.5in; mso-footer-margin:.5in; mso-paper-source:0;}div.WordSection1 {page:WordSection1;}--&gt;&lt;/style&gt;     &lt;br /&gt;&lt;div class="MsoNormal"&gt;This is not about math. It's about finding a good experience for my son. &lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal"&gt;My son is 9. He was at a freeschool for Kindergarten through 2nd grade, where he got to play all day with lots of friends, and zoom around on bikes and scooter, and it was mostly good. When the school closed in 2010, one parent opened a mini-school in her home. That was a good experience too. She was hoping to expand, but that didn’t work out. There was a different teacher involved this school year, and the location has changed a bunch. They have just now decided that it’s not sustainable (there were only two students for most of the fall), and will end in December. So I am looking for a good situation for my son. I see 3 options:  &lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;br /&gt;&lt;blockquote class="tr_bq"&gt;&lt;div class="MsoNormal"&gt;1. Start a mini-school in my home, contract with a marvelous teacher / mentor, and find other students to join my son. I like the idea of schools as community centers, which I wrote about &lt;a href="http://mathmamawrites.blogspot.com/2009/03/my-ideal-school.html"&gt;here&lt;/a&gt;. (Pros: I get to find just the right person, and if it works out really well, I can encourage other working parents to try it; cons: this will take lots of time.) &lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal"&gt;2. Send him to a school with a good philosophy: Diablo Valley School (pros: kids make the decisions, $760 a month is affordable; cons: far away, not much outside play space) or Crestmont (pros: close, almost affordable; cons: so different from what he’s used to; unknowns: how much choice do the kids have, how much playtime, what is their day like? And there may not be any openings...).&lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal"&gt;3. Find an unschooling family who’d be interested in having him join them 3 days a week (TWTh).&lt;span style="mso-spacerun: yes;"&gt;&amp;nbsp; &lt;/span&gt;I’m not sure what the pros and cons are, but I am excited by this possibility.&lt;span style="mso-spacerun: yes;"&gt;&amp;nbsp; &lt;/span&gt;If a family you know (close to Richmond, California) would enjoy having another kid around, we’d like to talk with you.&lt;/div&gt;&lt;/blockquote&gt;&lt;br /&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal"&gt;If you can see any other options, I’d love to hear them. (Public school is not an option on my list, because academics are pushed too early to be developmentally appropriate, there's way too much testing, etc.&amp;nbsp; I know of &lt;a href="http://prairiecreek.typepad.com/herons/"&gt;one public school&lt;/a&gt; I think would be good for my son, but it's in Minnesota. I can’t afford most private schools. I am a single parent, and I love my work, so staying home is not an option for me.)&lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal"&gt;My son is very smart, but is 'behind' academically because he's never done conventional school. He loves biking, trampoline, cars, taking photos and videos, and being silly. I sometimes imagine him becoming an engineer or inventor, but there are so many possible paths, I mostly want him to fill his days with adventures, learning what he's moved to learn.&lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal"&gt;Got any ideas for us?&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/5303307482158922565-4048764697461434672?l=mathmamawrites.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://mathmamawrites.blogspot.com/feeds/4048764697461434672/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=5303307482158922565&amp;postID=4048764697461434672' title='15 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/4048764697461434672'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/5303307482158922565/posts/default/4048764697461434672'/><link rel='alternate' type='text/html' href='http://mathmamawrites.blogspot.com/2011/11/more-personal-post-considering-our.html' title='A More Personal Post: Considering Our Options'/><author><name>Sue VanHattum</name><uri>http://www.blogger.com/profile/10237941346154683902</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='27' height='32' src='http://bp3.blogger.com/_pTGqBLrQli0/Rx1mGiRySjI/AAAAAAAAAAM/3hWzgoIjAoQ/s200/myphoto1.jpg'/></author><thr:total>15</thr:total></entry><entry><id>tag:blogger.com,1999:blog-5303307482158922565.post-4072076115587874724</id><published>2011-11-12T10:29:00.000-08:00</published><updated>2011-11-12T10:29:10.041-08:00</updated><title type='text'>What does a good classroom look like?</title><content type='html'>&lt;div style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"&gt;&lt;img alt="" 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
