My Mom is elderly but won't use a "I've fallen, call 911 service" - but she will use a "I've fallen, text my kids" button.

Thanks for that link to the paper. I'll look into those solutions. I have a separate thread going about how to listen for both button presses and gyro/accel events. I'll update this thread with the results.