r/publicfreakout says "nope".

6,817,431 people have died from COVID-19. The amount of grieving relatives and loved ones may far exceed that number. Depression brings on many other emotional and psychological states - then there are the survivors with long COVID-19 symptoms, so this study is far too weak in their results.