Help is at hand in the form of the "Pearson Count" or "rule of 15". You add up your high card points and your number of spades. If they reach 15 you open, if not, you pass the hand out. In this case you have 12 hcp and only 1 spade, so a Pearson Count of 13, and a definite pass. The rule of 15 works on the principle that when both sides have about the same number of points, the side with the spades can play the hand a level lower than the side without. And where your hand does not meet the rule of 15, it's usually the opponents who have the spades.
In bridge no method is infallible and sometimes you will get a lousy score, but I think I average over 60% by following the rule of 15, which is a good return for doing nothing.
The excellent BridgeBum website (run by Jeff Tang from North America) describes this in more detail: Pearson Points (Rule of 15) - Bridge Hand Evaluation When Bidding (bridgebum.com)
On this hand about 80 out of 373 players passed, and they scored 84%. About 20 made 2♦ for a better score. The remaining 270-odd got a minus score. Actually partner had the spades, but it didn't help much. The full hand: