Quality & Safety

Nursing-sensitive indicators drawn from public AHRQ, CMS, and CDC sources. For teaching measurement, not operational reporting.

Public-domain measures

Why nurse-led quality measurement matters

Nurses are positioned to see early signals of harm, experience, and equity. These indicators are sourced from public US federal programs and framed as learning prompts.

AHRQ PSIs

Patient Safety Indicators flag potentially avoidable in-hospital complications.

CMS HCAHPS

Hospital Consumer Assessment captures patient-reported experience, including nurse communication.

CDC NHSN protocols

Surveillance definitions teach infection-prevention documentation and denominator rules.

AHRQ Patient Safety Indicators

These indicators are public-domain technical specifications from the Agency for Healthcare Research and Quality. Each card names the nursing contribution without assigning individual blame.

PSI 03

Pressure ulcer rate

Quality focus
Skin integrity, repositioning, nutrition, risk assessment
Nursing lens
Document risk, turns, and skin checks; flag missing data before it becomes a blind spot.
PSI 04

Death rate among surgical inpatients with serious treatable complications

Quality focus
Early recognition of deterioration after surgery
Nursing lens
Trend observations, rehearse escalation, and communicate change clearly across handover.
PSI 06

Iatrogenic pneumothorax rate

Quality focus
Procedure-related harm, line insertion, ventilation
Nursing lens
Monitor respiratory status after invasive procedures and report change promptly.
PSI 07

Central venous catheter-related bloodstream infection rate

Quality focus
Aseptic insertion and maintenance, line necessity review
Nursing lens
Adhere to bundle checks and question whether the line is still needed each shift.
PSI 13

Postoperative sepsis rate

Quality focus
Infection recognition, sepsis bundle timing, antibiotic stewardship
Nursing lens
Connect subtle trend changes across temperature, heart rate, and mental state.

Source: Agency for Healthcare Research and Quality. Patient Safety Indicators Resources. https://qualityindicators.ahrq.gov/modules/psi_resources.aspx

CMS HCAHPS — nurse-relevant domains

HCAHPS public-use data measures patient experience. Three domains are directly shaped by nursing practice.

Communication with nurses

  • Nurses treated you with courtesy and respect
  • Nurses listened carefully
  • Nurses explained things clearly

Nurse communication is a measurable domain of patient experience. Clarity and listening are safety skills.

Responsiveness of hospital staff

  • Got help as soon as wanted after pressing call button
  • Got help as soon as wanted to use bathroom

Response time reflects staffing, workflow, and escalation design — not individual speed alone.

Care transition

  • Staff took preferences into account
  • Staff described what home care would involve

Discharge teaching and preference-checking reduce readmission risk and support self-management.

Source: Centers for Medicare & Medicaid Services. HCAHPS Hospital Survey. https://data.cms.gov/provider-data/dataset/dgck-syfz

Teaching-only boundary

These indicators are presented for learning and reflection. They are not connected to live hospital reporting systems, not benchmarked against real facilities in this platform, and must not be used for operational quality scoring or regulatory submission.

Educational sim-environment. Do not enter real patient information. AI content supports learning and reflection; it does not replace clinical judgment, local policy, or escalation pathways.