Evidence (peer-reviewed):
- Manyata QI study (28 private Indian facilities, NABH-derived standards, 2017-19): overall adherence 9% baseline → 80% at assessment (+71 points) — 2-6 mahine ki mentoring ke saath. Baseline pe sabse weak: quality indicators (1%). Koi facility pehli baar me pass nahi hui — improvement REMEDIATION se aaya.
- 27-study systematic review (Indian tertiary hospitals, 2010-24): infection-control compliance +40%, patient satisfaction +25%, documentation accuracy +15% (case sheets ~15% behtar score hue), discharge delays -20%, structured policies se service quality +30%, 85% staff ne job satisfaction improve hona reporta.
- Attitude study: NABH-track hospital me 6 mahine kaam karne ke baad staff ka accreditation ke prati attitude measurably positive hua — resistance exposure se girti hai. Shuru me staff ka 'ye extra kaam hai' bolna NORMAL hai.
- Trained vs untrained blocks: NABH-recommended training wale blocks saare 7 assessed areas me aage the.
Caveats (honest): ye data hospital-sector ka hai (dental-only cohort study abhi published nahi); aur critics ka valid point — certificate akela quality guarantee nahi karta, sustained internal-audit culture chahiye. Isi liye ORALZY ka approach: registers/KPI/dossier ROZ chalte hain, sirf audit ke liye nahi — improvement ka engine wahi daily loop hai.