Archive for November, 2006

How Well Does the Shangri-La Diet Work? (part 2)

Sunday, November 5th, 2006

The Post Your Tracking Data Here section of the SLD forums now contains lots of data. In addition to the weight-vs.time graphs on the home page and in the forums, I have now analyzed this data in other ways. The graphs below (based on data up to November 2) show how the rate of weight loss varies with (a) time on the diet and (b) weight.

For each person reporting weights, I computed a rate of weight loss for every interval in their data. For example, if someone reported her weight at three different times, then there are two intervals: from Time 1 to Time 2, and from Time 2 to Time 3. For each interval I computed a rate of weight change. The scatterplots below are based on 820 intervals. Each point is a different interval.

The first graph shows how the rate of weight change varied with how long you have been doing the diet.

This shows that average weight loss slowed down from about 2.2 pounds/week to about 1 pound/week during the first few weeks and didn’t change much after that.

Another obvious factor that might affect weight-loss rate is weight: Perhaps people who weigh more lose faster. Because rate of weight loss changes during the first few weeks, I looked at this question two ways: using only data for Week 1 on the diet (early loss); and using only data after 4 weeks on the diet (later loss).


The top graph (early loss) shows that during Week 1, your weight has a big effect on your rate of weight loss. People who weigh more lose faster. The bottom graph (later loss) shows that after 4 weeks, your weight has much less effect on how fast you lose.

My explanation: During the first week or so of SLD, most of the weight loss is not fat or water but the food in your digestive system. Because the diet has reduced your appetite, you are eating less each day. But the speed (inches/day) at which food travels through your digestive system does not change; so relatively full digestive system is slowly replaced by a relatively empty one. After this replacement — which takes about one week — is complete, further weight loss is all due to loss of fat. You comfortably lose fat at the rate at which your set point goes down. The long-term rate of weight loss is about 1 pound/week because the set point is going down about 1 pound/week.

Data analyses like these have never been published for any weight-loss method. Not that they’re sophisticated or clever or surprising — they’re not. Given (a) the amount of damage caused by obesity and (b) the amount of money spent on health research (2006 NIH budget: $28 billion), it’s quite a gap. Possibly related to the misguidedness I discussed last week.

Amazon Rank: The Poor Man’s BookScan

Wednesday, November 1st, 2006

Calling all authors!

If you have written a book, you have probably wondered: What’s the connection between amazon rank and number of books sold? Well, wonder no more. Below is a graph based on The Shangri-La Diet. The copies-sold information is from Nielsen BookScan. Their website says:

Most of the nation’s major retailers for books are included in our panel of reporting book outlets: Borders and Walden, Barnes & Noble Inc., Barnes & Noble.com, Deseret Book Company, Hastings, Books-A-Million, Tower Music and Books, Follett College stores, Buy.com and Amazon.com. Weekly sales information is also tracked from Mass merchandisers like Target, Kmart and Costco, along with smaller retail chains and hundreds of general independent bookstores.

The graph shows that the relationship between books sold and amazon rank is linear on a log-log scale (as so many things are — the physicist Per Bak wrote a whole book about such relationships). Each point is a different week. To illustrate the formula of the line,

ln(copies sold/week) = 9.67-0.53*ln(amazon rank),

the amazon rank of Send In The Idiots: Stories From the Other Side of Autism by Kamran Nazeer, a masterpiece about the adult lives of autistic children, is now 35,758. Predicted sales is 61 books/week.

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