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As for Chris, I have to say that you're apparently doing things backwards. Formulate your hypothesis based on the available data and then test it. You don't have any workable data now, yet apparently you do have a working hypothesis. Be very careful on how you test it. Don't cherry-pick your data as you go in attempts to bolster your claims. That's not scientific method. Sorry, but it sounds like you've already tainted your own experiment.
And one more thing, Chris. Your children may be your own concern, but don't experiment on others' children on this or any other internet site. It doesn't matter how much you think you're being helpful. This is an big ethical no-no for you to dispense your psuedo-medical diagnoses without a proper license. Stop.
I disagree. This is exactly what I'm doing.
I don't see how you can say I have any workable data. Have you seen all of the analyses I have done and how detailed they are? Also, I am going to gather more data this Summer.
Here's my process...
1. Collect data.
2. Examine that data looking for patterns.
3. Formulate hypotheses (of cause and effect relationships) that would explain those patterns.
4. Test those hypotheses by making predictions based on those hypotheses.
5. Wait to see whether your predictions bear out.
6. Iterate.
Some of the hypotheses I am testing aren't my own. Instead, I am also trying to test hypotheses developed by Will Carroll, Tom House, and Dr. Mike Marshall. Some of these seem to have merit but others seem to not to be born out (including a couple of Dr. Marshall's).
For example, my concept of Early Pronation came out of my rejecting Will Carroll's hypothesis that all you have do to protect the elbow is to pronate. I found that merely pronating was not correlated with an absence of elbow pain.