You cannot prove (or imply) causation via observation. The only method we know to find causation is by setting up an experiment. This study however merely measures variables in a pre-existing context, without injecting independent variables. The only valid result you may extract from this is a correlation, never causation.
Please edit the title to reflect correlation or (IMO preferred) delete the submission, because such bad science surely does not pass the quality barrier of HN.