Hi! I work in this fucking field (psychiatric epidemiology). What's really weird about that review article is that their results actually do show significant increases in mental health symptoms, particularly among women, parents, and sexual minorities. They shouldn't have reported "minimal" impacts.
They also mention a decrease in suicide rates and use that as evidence of no mental health impact. This is true, but it's pretty well acknowledged that even though certain high-risk behaviors (suicide, alcohol misuse, drunk driving) decreased during this period due to quarantine, that doesn't mean mental health improved.
There are a bunch of other issues with their methods (it's less that they didn't look at vulnerable groups and more that they ignored how different the various groups were) but yeah there's a ton of research indicating mental health got worse during the pandemic.
BRFSS is an annual national survey of 400,000 U.S. adults. The Household Pulse Survey is a monthly survey of 75,000 U.S. adults. It started in 2020 to measure pandemic-related impacts. Those are basically the largest, most accurate datasets available on this topic. A study comparing these two datasets found the prevalence of poor mental health among U.S. adults increased from 33% in 2018 to 58% in spring of 2020 (Swaziek & Wozniak, 2020). Another study looking at clinically significant anxiety and depression in those two datasets found that prevalence was 10.9% in 2018-2019 vs 26.4% in 2020-2021 (Kessler et al., 2021).

















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