My provider (I am using 1and1.com) informed me that their system does not have access tothe PHP logs so we can't look at that.
However, I did try a bunch of stuff, as follows:
I can set the server to run one of the following PHP versions: 5.2, 5.4, 5.5 and 5.6. If I set it to 5.2, then nothing...