[extension]

"We hypothesize that drinking leads to higher earnings by increasing social capital."

The hypothesis seems to be that drinking makes people like you and that gets you better jobs.

As opposed to being social getting you better jobs and making you drink more, or having a better job allowing you to drink and be social, two alternate explanations which seem a lot more likely to me.