Hospital KPI Dashboard: NABH Quality Indicators, Formulas and JCI Mapping
NABH quality indicators with formulas by department, what NABH 6th edition and JCI expect, and how to build a hospital KPI dashboard from your own data.
Key takeaways
- NABH's 6th edition (effective 1 January 2025) has a dedicated key performance indicators section, and NABH's KPI training covers 32 mandatory organisational KPIs plus 18 department-specific clinical indicators.
- Every KPI needs a written numerator, denominator, data source, owner and frequency; assessors check the method, not just the number.
- Infection control and patient safety indicators are core requirements under NABH's Patient Safety and Quality Improvement chapter.
- Set targets from your own 12-month baseline before borrowing external benchmarks.
- A dashboard is only useful if each red indicator leads to a recorded action.
Short answer: A hospital KPI dashboard tracks a fixed set of indicators per department — bed occupancy, average length of stay, mortality, infection rates, waiting times, AR days — each with a written formula, a named owner and a review frequency. For NABH 6th edition, build it around NABH's 32 mandatory organisational KPIs and 18 department-specific clinical indicators, use NABH's definitions, and record the action taken whenever an indicator moves.
Disclosure: Surgy Health makes SurgyInsights, conversational analytics for hospitals. The indicators and formulas on this page work with any tool, including Excel.
Download the free hospital KPI dashboard template (Excel) →
What NABH 6th edition requires
The NABH Hospital Accreditation Standards, 6th edition, took effect on 1 January 2025. They contain 100 standards and 639 objective elements across 10 chapters:
| Code | Chapter |
|---|---|
| AAC | Access, Assessment and Continuity of Care |
| COP | Care of Patients |
| MOM | Management of Medication |
| PRE | Patient Rights and Education |
| IPC | Infection Prevention and Control |
| PSQ | Patient Safety and Quality Improvement |
| ROM | Responsibility of Management |
| FMS | Facility Management and Safety |
| HRM | Human Resource Management |
| IMS | Information Management System |
Indicators sit mainly under PSQ.3, which expects key indicators to monitor structures, processes and outcomes across clinical care, infection control, management and patient safety; the infection control and patient safety elements are core. The standard also has a dedicated KPI section, and NABH's own KPI training for the 6th edition covers 32 mandatory organisational KPIs and 18 department-specific clinical indicators (NABH).
Use NABH's official definitions for the mandatory set. The tables below give widely used formulas for common indicators so you can set up a dashboard and check your calculations.
How JCI fits in
JCI's Hospital Standards, 8th edition, were published on 1 July 2024 and took effect on 1 January 2025. They added new Patient Safety and Healthcare Technology chapters and consolidated requirements (JCI). JCI's quality and patient safety requirements, like NABH's, expect hospitals to choose measures, validate the data, analyse trends and act on them.
Most indicators overlap. Track each KPI once, and tag it to every standard it supports — NABH chapter and, if you are JCI-accredited or preparing, the matching JCI requirement — rather than running two dashboards. For the wider differences, see NABH vs JCI accreditation.
Core hospital KPIs with formulas
| KPI | Formula | Frequency | NABH area |
|---|---|---|---|
| Bed occupancy rate | Inpatient days ÷ (available beds × days in period) × 100 | Monthly | Management |
| Average length of stay (ALOS) | Inpatient days ÷ discharges (including deaths) | Monthly | Management |
| Bed turnover rate | Discharges (including deaths) ÷ available beds | Monthly | Management |
| Mortality rate | Deaths ÷ (discharges + deaths) × 100 | Monthly | Clinical |
| Return to emergency within 72 hours | Returns with a similar complaint ÷ emergency patients × 100 | Monthly | Clinical |
| Unplanned return to OT | Unplanned returns to OT ÷ patients operated × 100 | Monthly | Clinical |
| Patient falls | Falls ÷ inpatient days × 1,000 | Monthly | Patient safety |
| CAUTI rate | Catheter-associated UTIs ÷ urinary catheter days × 1,000 | Monthly | Infection control (core) |
| CLABSI rate | Central line–associated bloodstream infections ÷ central line days × 1,000 | Monthly | Infection control (core) |
| Ventilator-associated events | Events ÷ ventilator days × 1,000 | Monthly | Infection control (core) |
| Surgical site infection rate | SSIs ÷ surgeries performed × 100 | Monthly | Infection control (core) |
| Hand hygiene compliance | Compliant opportunities ÷ observed opportunities × 100 | Monthly | Infection control |
| Records without discharge summary | Records missing a summary ÷ discharges (including deaths) × 100 | Monthly | Management |
| Patient satisfaction index | Score achieved ÷ maximum possible score × 100 | Monthly | Management |
| AR days | Accounts receivable ÷ (revenue in period ÷ days in period) | Monthly | Management |
Frequencies are typical; follow NABH's specified frequency where one is set.
NABH quality indicators by department
Inpatient (IPD)
| KPI | Formula |
|---|---|
| Bed occupancy rate | Inpatient days ÷ (available beds × days) × 100 |
| ALOS | Inpatient days ÷ discharges (including deaths) |
| Discharges before noon | Discharges completed before 12:00 ÷ total discharges × 100 |
| Discharge process time | Average minutes from discharge order to patient leaving |
| Readmission within 30 days | Unplanned readmissions within 30 days ÷ discharges × 100 |
Operation theatre (OT)
| KPI | Formula |
|---|---|
| OT utilisation | OT hours used ÷ OT hours available × 100 |
| First-case on-time start | First cases starting on time ÷ first cases scheduled × 100 |
| Same-day surgery cancellations | Surgeries cancelled on the day ÷ surgeries scheduled × 100 |
| Unplanned return to OT | Unplanned returns ÷ patients operated × 100 |
| Surgical safety checklist compliance | Cases with completed checklist ÷ cases audited × 100 |
| Surgical site infection rate | SSIs ÷ surgeries performed × 100 |
Intensive care (ICU)
| KPI | Formula |
|---|---|
| Return to ICU within 48 hours | Unplanned returns within 48 hours ÷ ICU transfers out × 100 |
| Ventilator-associated events | Events ÷ ventilator days × 1,000 |
| CLABSI rate | CLABSIs ÷ central line days × 1,000 |
| Unplanned re-intubation | Re-intubations within 48 hours ÷ extubations × 100 |
| ICU mortality | ICU deaths ÷ ICU discharges (including deaths) × 100 |
Emergency
| KPI | Formula |
|---|---|
| Door-to-doctor time | Average minutes from arrival to first doctor assessment |
| Left without being seen | Patients leaving before assessment ÷ arrivals × 100 |
| Return within 72 hours | Returns with a similar complaint ÷ emergency patients × 100 |
| Time to admission | Average minutes from admission decision to leaving the emergency department |
Outpatient (OPD)
| KPI | Formula |
|---|---|
| OPD waiting time | Average minutes from registration to consultation |
| New to follow-up ratio | New patients ÷ follow-up patients |
| OPD to IPD conversion | Admissions advised in OPD that were admitted ÷ admissions advised × 100 |
| In-house pharmacy conversion | OPD prescriptions filled in-house ÷ OPD prescriptions written × 100 |
| In-house investigation conversion | Investigations done in-house ÷ investigations advised × 100 |
Nursing
| KPI | Formula |
|---|---|
| Patient falls | Falls ÷ inpatient days × 1,000 |
| Hospital-acquired pressure injuries | New pressure injuries ÷ inpatient days × 1,000 |
| Medication administration errors | Administration errors ÷ doses administered × 1,000 |
| Nursing care plan compliance | Records with a complete care plan ÷ records audited × 100 |
| Nurse-to-patient ratio | Nurses on duty ÷ occupied beds, by shift and unit |
Pharmacy and medication management
| KPI | Formula |
|---|---|
| Stock-outs | Formulary items out of stock ÷ formulary items × 100 |
| Medication errors reported | Medication errors and near misses ÷ prescriptions × 1,000 |
| Prescriptions in capitals or legible format | Compliant prescriptions ÷ prescriptions audited × 100 |
| High-risk medication storage compliance | Compliant locations ÷ locations audited × 100 |
| Time to dispense (inpatient) | Average minutes from order to drug reaching the ward |
Blood bank and transfusion
| KPI | Formula |
|---|---|
| Transfusion reaction rate | Transfusion reactions ÷ units transfused × 100 |
| Cross-match to transfusion ratio | Units cross-matched ÷ units transfused |
| Blood wastage | Units discarded or expired ÷ units issued × 100 |
| Turnaround time for blood issue | Average minutes from request to issue |
Laboratory and radiology
| KPI | Formula |
|---|---|
| Report turnaround time | Reports issued within target time ÷ total reports × 100 |
| Re-dos | Repeat tests or scans ÷ total tests or scans × 100 |
| Reporting errors | Amended reports ÷ total reports × 100 |
| Critical results notified on time | Critical values communicated within target ÷ critical values × 100 |
Infection prevention and control
| KPI | Formula |
|---|---|
| CAUTI rate | CAUTIs ÷ urinary catheter days × 1,000 |
| CLABSI rate | CLABSIs ÷ central line days × 1,000 |
| VAE / VAP rate | Events ÷ ventilator days × 1,000 |
| Surgical site infection rate | SSIs ÷ surgeries performed × 100 |
| Hand hygiene compliance | Compliant opportunities ÷ observed opportunities × 100 |
| Needle-stick injuries | Needle-stick injuries reported ÷ inpatient days × 1,000 |
Finance, billing and claims
| KPI | Formula |
|---|---|
| AR days | Accounts receivable ÷ (revenue in period ÷ days in period) |
| Claim rejection rate | Claims rejected ÷ claims submitted × 100 |
| Average claim settlement time | Average days from claim submission to payment |
| Billing errors | Bills corrected after issue ÷ bills issued × 100 |
| Revenue per occupied bed | Inpatient revenue ÷ occupied bed days |
Human resources and training
| KPI | Formula |
|---|---|
| Staff attrition | Staff leaving ÷ average headcount × 100 |
| Mandatory training completion | Staff who completed mandatory training ÷ staff required × 100 |
| Employee satisfaction index | Score achieved ÷ maximum possible score × 100 |
| Vacancy rate | Open positions ÷ sanctioned positions × 100 |
Patient experience and safety
| KPI | Formula |
|---|---|
| Inpatient satisfaction index | Score achieved ÷ maximum possible score × 100 |
| Complaints resolved within SLA | Complaints closed within agreed time ÷ complaints received × 100 |
| Incident reporting rate | Incidents reported ÷ inpatient days × 1,000 |
| Near misses reported | Near misses ÷ total incidents reported × 100 |
How to build a hospital KPI dashboard in 7 steps
- Pick the set. Start with NABH's mandatory indicators, then add the few that matter most to your board (for example AR days or OPD-to-IPD conversion).
- Write the definition. For each KPI: numerator, denominator, exclusions, data source, owner and frequency, in one KPI dictionary.
- Map the data. Identify the HIS report, register or spreadsheet that feeds each numerator and denominator.
- Validate. Recalculate a sample by hand each quarter; record who checked and when.
- Set baselines and targets. Use 12 months of your own data before adopting external targets.
- Review on a rhythm. Weekly for the CEO view, monthly for department and quality committees.
- Act and record. When a KPI crosses its threshold, record the root cause, corrective action, owner and review date.
Three dashboard views that work
| View | Who | Frequency | What it shows |
|---|---|---|---|
| CEO weekly | CEO, COO, CFO | Weekly | 8–12 indicators: occupancy, ALOS, OPD volume, conversions, AR days, claim rejections, mortality, incidents |
| Department | HODs, nursing in-charge | Monthly | That department's KPIs with trend, target and open actions |
| Accreditation | Quality team, NABH/JCI coordinator | Monthly and before assessment | Every mandatory indicator, its definition, data validation status and corrective actions |
Data quality checklist
- Each KPI has one written definition used by everyone
- Numerator and denominator come from named sources
- Exclusions are written down (for example, day-care cases in ALOS)
- A sample is recalculated by hand every quarter
- Changes to definitions are dated and logged
- Patient identifiers are not needed for the dashboard and are removed before analysis
How to choose hospital analytics software
- Fixed, visible formulas. You can open any KPI and see exactly how it is calculated.
- Starts from exports. It works from HIS, HR and finance exports (CSV or Excel) before any integration project.
- Tags to standards. Each KPI can be tagged to NABH chapters and JCI requirements.
- Protects patient data. Patient identifiers are blocked or removed before analysis; data is hosted where your rules require.
- Says when it doesn't know. Plain-language questions get an answer only when the data supports it; otherwise the tool says what's missing.
For a wider evaluation framework, see the hospital AI buyer's guide.
How SurgyInsights helps
SurgyInsights is Surgy Health's conversational analytics for hospitals. This page lists the core indicators; SurgyInsights' catalogue covers 84 KPIs across seven areas — executive, operations, finance, quality and patient safety, human resources, nursing and clinical — each tagged to NABH and JCI.
- Start from exports: upload CSV or Excel exports from your HIS, HR or finance systems; the first dashboard is typically live in under an hour.
- Deterministic formulas: a fixed KPI engine calculates every number; the language model only interprets the question.
- Privacy: a PII scanner blocks patient identifiers at ingest.
- Ask in your language: English, Hindi and Arabic.
- Alerts: set thresholds on any KPI; alerts explain the change and route to the owner.
FAQ
Frequently asked questions
How many KPIs does NABH 6th edition require?
NABH's 6th-edition KPI training covers 32 mandatory organisational KPIs and 18 department-specific clinical indicators. Hospitals should use NABH's official list and definitions for the mandatory set, then add the indicators their own leadership needs.
What are NABH quality indicators?
Measures that NABH-accredited hospitals track to monitor the structures, processes and outcomes of care — for example mortality rate, infection rates, patient falls, waiting times, bed occupancy and patient satisfaction. They sit mainly under the Patient Safety and Quality Improvement (PSQ) chapter.
What are the infection control KPIs for NABH?
Commonly tracked infection control indicators are CAUTI, CLABSI and ventilator-associated event rates per 1,000 device days, surgical site infection rate, and hand hygiene compliance. Infection control indicators are core elements under NABH's PSQ chapter.
How do you calculate bed occupancy rate and ALOS?
Bed occupancy rate = inpatient days ÷ (available beds × days in the period) × 100. Average length of stay = inpatient days ÷ discharges including deaths. ALOS is a number of days, not a percentage.
What KPIs should a hospital CEO review weekly?
A short list of 8–12: bed occupancy, ALOS, OPD volume, OPD-to-IPD and in-house pharmacy conversion, AR days, claim rejection rate, mortality, and serious incidents. The full quality set is reviewed monthly by the quality committee.
How often should NABH KPIs be reported?
Most hospital indicators are calculated monthly and reviewed by the quality committee, with trends presented to management. Follow NABH's specified frequency for each mandatory indicator where one is given.
What is the difference between NABH and JCI quality measures?
Both expect hospitals to select measures, validate data, analyse trends and act on them, and many indicators overlap. NABH sets indicators for Indian accreditation under its 6th edition; JCI's 8th edition applies internationally. Track each indicator once and tag it to both where relevant.
Can a hospital KPI dashboard be built from Excel exports?
Yes. Many hospitals start with monthly HIS, HR and finance exports in Excel. The key is a written definition for each KPI, a named data source, and a quarterly manual check of a sample.
What should a hospital KPI dashboard show?
For each KPI: the current value, the trend over 12 months, the target, the owner and any open corrective action. Group by audience — a weekly CEO view, monthly department views and an accreditation view.
Related reading
- NABH 6th edition roadmap
- NABH vs JCI accreditation
- Hospital procurement of surgical analytics platforms
- Hospital AI buyer's guide
- AI in healthcare statistics
Sources
- National Accreditation Board for Hospitals & Healthcare Providers, NABH Hospital Accreditation Standards, 6th edition (effective 1 January 2025)
- NABH, Key Performance Indicators training — 6th edition hospital standards
- Joint Commission International, JCI publishes 8th edition of international accreditation standards (1 July 2024)
Formulas on this page follow widely used definitions. Where NABH specifies a definition, NABH's version applies.
Written by
Mohammed Jamil Nasir
Founder – Product & Technology, Surgy Health
14+ years in Product, Design & Tech · PGC AI/ML, IIT-Guwahati · Global MBA, SP Jain · BE-CSE
Mohammed Jamil Nasir leads product and technology at Surgy Innovation Labs Private Limited, building AI-first, seamless healthcare products for hospitals and healthcare networks across India and the GCC. He writes about healthcare AI, accreditation, and clinical operations.
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