tl;dr: I wasn't aware of any such apps and so I've actually written an application that can do this for a university project; the user holds the volume down button for x seconds (default is 3) and a preconfigured emergency message is sent to their chosen contact(s). There are a few problems with getting this functionality however (see below). I haven't made the app available anywhere but could put a version up on the Play Store over the next few days. Will edit this when I do.
The problem I found is that it doesn't work in all possible states the phone could be in, meaning your friend might be trying to use it but will forget to put it in a correct state if they're in a panic. Here's the results of the testing I did, a pass means the emergency SMS was sent:

One test wasn’t applicable because if the screen is off pressing the
volume button will turn it back on giving us the first test state.
For the state where the screen was on but phone was locked, the evidence
gathering could be activated but only by pressing the volume button
repeatedly for the required amount of time.
The reason the activation doesn’t work as intended is because Android
only receives one button press when the volume button is held while the
screen is locked and so only passes one press to the application. If the volume button is repeatedly pressed then
the application is ‘tricked’ into thinking the button is being held
constantly because the app checks if the button is being held once a
second but the button only needs to have been held once in the last
second for it to count.
A positive point about the volume button method is that it uses almost no battery, there isn't any monitoring or polling of the volume button's state.
If you were willing to consider other activation methods I also added the ability to tilt the phone and have it activate the emergency SMS, I found this worked in a lot more states:

I believe it would also be possible to get the Tasker application to do this tilting activation but I don't own it and haven't tried it.