what do error bards indicate about statistical significance?
A "significant result" means that the results that are seen are most likely not due to chance.
In any experiment or observation that involves sampling from a population, there is always the possibility that an observed effect would have occurred due to chance alone.
But if result is "significant," then the investigator may conclude that the observed effect actually reflects the characteristics of the population rather than just sampling error or chance.