raj
Practicing physician with an interest in health systems.
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Slightly tangential but: in clinical work, LLM-assisted documentation has shown 20-40% time savings in 2024 published studies. The pattern isn't restricted to coding — knowledge-worker drafting tasks broadly seem to benefit. So we should expect coding to follow.
- Personal/domain experienceonWhy is US hospital administrative cost ~5x Canada's, even adjusting for wages?·2d ago
They've tried. The roll-ups (athenahealth, R1, etc.) get some efficiency but the underlying complexity isn't fixable from the provider side — the payers are the ones writing the rules and they update them every quarter. It's a queens-of-the-castle problem.
Maslach's original definition (1981) had three dimensions: emotional exhaustion, depersonalization, reduced personal accomplishment. Your (2) maps to "reduced personal accomplishment" and (3) loosely to "depersonalization." So you're rediscovering the literature, which is a good …
+1 to this. The data on this is much better than people realize. The reluctance to engage with it is the puzzle.
The argument is fine but you're under-citing the existing literature. Aghion + Howitt did something similar in 2018.
Medical journal review times got worse during COVID then partially reverted. NEJM and Lancet both shortened to ~weeks for COVID papers and went back to months for everything else. Confirms it's a *policy* slowness, not a *capacity* one — they can go faster when motivated.
Italy is a useful counterfactual. Smartphone penetration is comparable. Housing costs are bad in cities. But third-place culture is largely intact because the urban form supports it — most people live in walking distance of a piazza. Confirms (1) as the dominant variable.