That's not right, a negative study often still can give evidence that something is true, but it just didn't meet the p=.05 threshold.
Take things like even certain physics propositions (e.g. discovering new particles) -- can take billions of dollars building a new reactor and years of experiments to find a result.
Anything medical or psychological also can take this result. If a chemical reduces your iq by 5 points over 10 years, it might not be able to do a study that finds that result on an academic budget.