01 · PLACE & PROBLEMDescribe the patient or population failure precisely.
Failures repeat when complaints, incidents, operational data and corrective actions remain separated or hidden.
Turn recurring service failures into traceable correction and learning. requires evidence of actual access, readiness, quality, safety, affordability and continuity—not only a scheme, facility or installed asset.
Required contextRecord state, district, city/block, village/ward or facility; date and time; population or patient group without unnecessary identity; service stage; observed harm or delay; source/method; and uncertainty. For emergencies and personal treatment, contact qualified local services rather than waiting for platform review.
02 · ROOT-CAUSE DIRECTIONInvestigate the service chain, not only the visible symptom.
01Need & access
Who needs care, who reaches it and who is excluded? Test records, direct observation, staff and patient experience, and credible alternatives before calling it a verified cause.
02Capacity & capability
Are the correct people, skills, rooms, equipment and supplies functional? Test records, direct observation, staff and patient experience, and credible alternatives before calling it a verified cause.
03Flow & coordination
Where do queues, referrals, reports and handoffs fail? Test records, direct observation, staff and patient experience, and credible alternatives before calling it a verified cause.
04Quality & safety
Are clinical, infection, medication, privacy and dignity standards met? Test records, direct observation, staff and patient experience, and credible alternatives before calling it a verified cause.
05Finance & governance
Who owns, pays, operates, maintains, monitors and corrects failure? Test records, direct observation, staff and patient experience, and credible alternatives before calling it a verified cause.
06Context & equity
How do geography, gender, disability, income, language and season change the pathway? Test records, direct observation, staff and patient experience, and credible alternatives before calling it a verified cause.
03 · COMPLETE SYSTEMEvery component needs an accountable operating definition.
0150 named failure categories
Define eligibility, service standard, responsible team, required inputs, handoff, safety rule, data record, escalation and follow-up.
Place, date and affected service
Define eligibility, service standard, responsible team, required inputs, handoff, safety rule, data record, escalation and follow-up.
Root-cause investigation
Define eligibility, service standard, responsible team, required inputs, handoff, safety rule, data record, escalation and follow-up.
Current and better solution
Define eligibility, service standard, responsible team, required inputs, handoff, safety rule, data record, escalation and follow-up.
Pilot and KPI
Define eligibility, service standard, responsible team, required inputs, handoff, safety rule, data record, escalation and follow-up.
Correction owner and deadline
Define eligibility, service standard, responsible team, required inputs, handoff, safety rule, data record, escalation and follow-up.
Public status without patient exposure
Define eligibility, service standard, responsible team, required inputs, handoff, safety rule, data record, escalation and follow-up.
ORIGINAL 50-CATEGORY REGISTERClassify precisely before investigating cause.
01OPD overcrowdingObservation → evidence → severity → cause review → owner → correction → closure02Long queuesObservation → evidence → severity → cause review → owner → correction → closure03Doctor shortageObservation → evidence → severity → cause review → owner → correction → closure04Nurse shortageObservation → evidence → severity → cause review → owner → correction → closure05Staff shortageObservation → evidence → severity → cause review → owner → correction → closure06Bed shortageObservation → evidence → severity → cause review → owner → correction → closure07Emergency delayObservation → evidence → severity → cause review → owner → correction → closure08Medicine shortageObservation → evidence → severity → cause review → owner → correction → closure09Diagnostic delayObservation → evidence → severity → cause review → owner → correction → closure10Equipment breakdownObservation → evidence → severity → cause review → owner → correction → closure11Poor cleanlinessObservation → evidence → severity → cause review → owner → correction → closure12Infection-control failureObservation → evidence → severity → cause review → owner → correction → closure13Biomedical-waste failureObservation → evidence → severity → cause review → owner → correction → closure14Referral failureObservation → evidence → severity → cause review → owner → correction → closure15Ambulance delayObservation → evidence → severity → cause review → owner → correction → closure16Blood shortageObservation → evidence → severity → cause review → owner → correction → closure17Oxygen or critical-supply failureObservation → evidence → severity → cause review → owner → correction → closure18Patient-navigation problemObservation → evidence → severity → cause review → owner → correction → closure19Complaint-resolution failureObservation → evidence → severity → cause review → owner → correction → closure20Corruption or middlemenObservation → evidence → severity → cause review → owner → correction → closure21Administrative paperworkObservation → evidence → severity → cause review → owner → correction → closure22Long surgery waiting timeObservation → evidence → severity → cause review → owner → correction → closure23Discharge delayObservation → evidence → severity → cause review → owner → correction → closure24Follow-up failureObservation → evidence → severity → cause review → owner → correction → closure25Poor patient communicationObservation → evidence → severity → cause review → owner → correction → closure26Hospital overcrowdingObservation → evidence → severity → cause review → owner → correction → closure27Rural specialist shortageObservation → evidence → severity → cause review → owner → correction → closure28Infrastructure maintenanceObservation → evidence → severity → cause review → owner → correction → closure29Digital-system failureObservation → evidence → severity → cause review → owner → correction → closure30Data-quality failureObservation → evidence → severity → cause review → owner → correction → closure31Staff burnout or unsafe workloadObservation → evidence → severity → cause review → owner → correction → closure32Equipment under-utilisationObservation → evidence → severity → cause review → owner → correction → closure33Medicine stock expiryObservation → evidence → severity → cause review → owner → correction → closure34Repeat tests when reports are unavailableObservation → evidence → severity → cause review → owner → correction → closure35Poor coordination between hospitalsObservation → evidence → severity → cause review → owner → correction → closure36Poor infection preventionObservation → evidence → severity → cause review → owner → correction → closure37Poor sanitation facilitiesObservation → evidence → severity → cause review → owner → correction → closure38Accessibility problemsObservation → evidence → severity → cause review → owner → correction → closure39Poor elderly supportObservation → evidence → severity → cause review → owner → correction → closure40Poor disability accessObservation → evidence → severity → cause review → owner → correction → closure41Poor mental-health supportObservation → evidence → severity → cause review → owner → correction → closure42Poor nutrition supportObservation → evidence → severity → cause review → owner → correction → closure43Unsafe patient transferObservation → evidence → severity → cause review → owner → correction → closure44Poor queue managementObservation → evidence → severity → cause review → owner → correction → closure45No real-time capacity informationObservation → evidence → severity → cause review → owner → correction → closure46Poor procurement planningObservation → evidence → severity → cause review → owner → correction → closure47Weak maintenance contractsObservation → evidence → severity → cause review → owner → correction → closure48Poor resource allocationObservation → evidence → severity → cause review → owner → correction → closure49No performance measurementObservation → evidence → severity → cause review → owner → correction → closure50Poor accountabilityObservation → evidence → severity → cause review → owner → correction → closure
04 · INDIA-FIT SOLUTIONRepair the weakest handoff while protecting the whole pathway.
01Verify baseline
Measure the actual local failure in government hospital failure database, including distribution and missing evidence.
Protect immediately
Contain urgent patient-safety, infection, supply, access or continuity risks before longer reform.
Redesign service
Join people, workflow, infrastructure, supplies, digital support and accountability around the user journey.
Pilot safely
Create a no-blame-but-accountable failure register for one hospital with severity, evidence, owner, action and closure verification.
Independent review
Compare benefit, harm, equity, cost, workforce burden and maintainability before expansion.
Decision checksClinical safetyAccessConsentPrivacyEquityWorkforceAffordabilityMaintenanceEvidence
05 · ROADMAPProtect now, pilot carefully and build durable capability.
0–90 DAYSDiagnose & protect
Verify the pathway, immediate risk, accountable owner, minimum safe standard and urgent correction.
3–18 MONTHSPilot & measure
Create a no-blame-but-accountable failure register for one hospital with severity, evidence, owner, action and closure verification.
1–5+ YEARSInstitutionalise
Fund workforce, operations, maintenance, interoperability, supervision, public correction, independent evaluation and continuous learning.
06 · MEASURED RESULTSTrack health benefit, safety, equity and durability—not activity alone.
KPI 01Failures with verified classificationDefinition · baseline · target · actual · source · period · subgroup · uncertaintyKPI 02Time to containmentDefinition · baseline · target · actual · source · period · subgroup · uncertaintyKPI 03Corrective actions completedDefinition · baseline · target · actual · source · period · subgroup · uncertaintyKPI 04Repeat failure rateDefinition · baseline · target · actual · source · period · subgroup · uncertaintyKPI 05Public corrections publishedDefinition · baseline · target · actual · source · period · subgroup · uncertainty Result status: Planned, baseline pending, active measurement, insufficient evidence, improved, mixed, no improvement or harmful. Never label a programme successful from spending, training, installation or coverage alone.
07 · RISKS & SAFEGUARDSImprovement must not create avoidable clinical or social harm.
- Clinical riskUnsafe standardisation, delay, false reassurance or inappropriate escalation.
- Equity riskRemote, poor, disabled, female, older or language-minority users excluded.
- Data riskConsent failure, exposure, cyber harm, misidentification or bad-quality records.
- Workforce riskAutomation or targets increase unsafe workload and conceal skill gaps.
- Governance riskResponsibility, funding, maintenance or remedy remains unclear.
