Do wellbeing dashboards change care? Plus: perinatal mental health

Quick map of the week.

We analyzed 581 hits, kept 101 qualified papers, and those papers involved 551 unique authors across 42 countries.

The qualified pile rose from 92 to 101, up 9 papers, or 9.78%.

That looks like a denser week, and the methods point that way too, 25 surveys, 15 qualitative studies, and 9 longitudinal studies, so a lot of the action is measurement inside real settings, not just simple headcounts.

But the search pile went the other way, hard! Query hits fell from 1,090 to 581, down 509 hits, or 46.7%.

So what's driving that? A narrower indexing week, tighter screening, or fewer broad well-being papers making it into the feed?

At the same time, authors rose from 507 to 551, up 44, while countries fell from 49 to 42.

That suggests more people working inside fewer national clusters this week, with China at nine papers, the United States at six, the UK at five, and India at four.

The author mix is pretty balanced.

Of 551 authors, 89 are first-time authors, meaning they're first ever paper in the metadata.

212 are emerging researchers, and 250 are experienced.

So this isn't only the old measurement crowd talking to itself.

Theme-wise, mental health leads with 10 papers, public health has 7, and physical activity, employee well-being, and social media each show up 4 times.

Psychometrics appears 3 times, which just means testing whether a measure actually measures what it claims, and that fits the throughline.

Indicators aren't passive scoreboards anymore, they're starting to steer clinics, workplaces, schools, and policy.

Alright, let's get into the papers, and the first one sets up the whole week.