From 90013816c15101b13187c4fecbff939ce10bfede Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Fri, 24 Apr 2026 04:21:52 +0000 Subject: [PATCH] entity-batch: update 1 entities - Applied 1 entity operations from queue - Files: domains/health/us-healthcare-spending-outcome-paradox-confirms-non-clinical-factors-dominate-population-health.md Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...-clinical-factors-dominate-population-health.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/domains/health/us-healthcare-spending-outcome-paradox-confirms-non-clinical-factors-dominate-population-health.md b/domains/health/us-healthcare-spending-outcome-paradox-confirms-non-clinical-factors-dominate-population-health.md index 9a6c1f515..16f7ab860 100644 --- a/domains/health/us-healthcare-spending-outcome-paradox-confirms-non-clinical-factors-dominate-population-health.md +++ b/domains/health/us-healthcare-spending-outcome-paradox-confirms-non-clinical-factors-dominate-population-health.md @@ -12,6 +12,20 @@ scope: causal sourcer: OECD supports: ["medical-care-explains-only-10-20-percent-of-health-outcomes-because-behavioral-social-and-genetic-factors-dominate-as-four-independent-methodologies-confirm"] related: ["medical care explains only 10-20 percent of health outcomes because behavioral social and genetic factors dominate as four independent methodologies confirm", "us-healthcare-ranks-last-among-peer-nations-despite-highest-spending-because-access-and-equity-failures-override-clinical-quality", "us-healthspan-lifespan-gap-largest-globally-despite-highest-spending"] + +### Auto-enrichment (near-duplicate conversion, similarity=1.00) +*Source: PR #3913 — "us healthcare spending outcome paradox confirms non clinical factors dominate population health"* +*Auto-converted by substantive fixer. Review: revert if this evidence doesn't belong here.* + +related: ["medical care explains only 10-20 percent of health outcomes because behavioral social and genetic factors dominate as four independent methodologies confirm", "us-healthcare-ranks-last-among-peer-nations-despite-highest-spending-because-access-and-equity-failures-override-clinical-quality", "us-healthspan-lifespan-gap-largest-globally-despite-highest-spending", "us-healthcare-spending-outcome-paradox-confirms-non-clinical-factors-dominate-population-health"] + + +## Supporting Evidence + +**Source:** OECD Health at a Glance 2025 + +OECD 2025 data confirms the spending-outcome paradox with precise international benchmarking: US spends $14,885 per capita (2.5x OECD average $5,967) and 17.2% of GDP (vs 9.3% OECD average), yet life expectancy is 78.4 years—2.7 years below OECD average. The preventable mortality gap (50% worse than OECD) is more than double the treatable mortality gap (23% worse), demonstrating that the primary failure is non-clinical. US clinical care quality is internationally competitive on acute conditions (AMI, stroke), but behavioral and social determinants drive the aggregate underperformance. + --- # The US healthcare spending/outcome paradox — world-class acute care outcomes with dramatically worse preventable mortality — is the strongest empirical confirmation that non-clinical factors dominate population health