Peer-Reviewed Research

73.9%
of care workers report being strongly burdened by administrative tasks
BMC Geriatrics, 2023 — 2,207 workers, 118 facilities (Ausserhofer et al.)
+24%
more likely to leave the profession due to administrative burden
BMC Geriatrics — OR=1.24, CI: 1.05–1.47
36.6%
of care workers spend 2+ hours daily on documentation alone
BMC Geriatrics, 2023 — Swiss Administrative Burden Study

Global Facility Closures

774
US nursing facilities closed between February 2020 and July 2024
AHCA/NCAL, 2024
2/day
German care facilities filing for insolvency — two every single day
RWI, 2024
518
UK care homes closed in a single year
Care Quality Commission (CQC), 2023

The Demographic Verdict

11M
Projected global healthcare worker shortfall by 2030
World Health Organization (WHO)
2.1B
People over 60 by 2050 — the Permanent Structural Inversion
United Nations
100+
Care agencies using the Autonomous Caring® methodology in the USA
Caryfy AI operational data

The Five Vectors of CareDrain™

All five vectors flow in one direction — out. Together, they constitute the systematic drainage of viability from care organizations worldwide. Framework created by Anand Chaturvedi®.

I
Economic
→ OUT
Wages rising 25–40%. Reimbursements frozen. Growth accelerates margin erosion.
II
Talent
→ OUT
Care professionals leaving the field. Stifled by admin. The best leave first.
III
Time
→ OUT
Admin burden consuming operational capacity. Hours lost to non-care work.
IV
Stability
→ OUT
Turnover eroding institutional knowledge. Constant re-hiring, re-training.
V
Energy
→ OUT
Owner burnout. The will to continue flowing out. Moral injury compounding.

Citation Standard

Every statistic published by Anand Chaturvedi® links to a verified source. Claims marked [VERIFY] are never published. The prosecutorial standard demands that I hold myself to the same evidentiary bar I apply to the industry. In version 8.5 of the Care Manifesto, I corrected three statistics that earlier drafts had presented imprecisely.

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